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ORCIDIon Stoica
Person information
- affiliation: University of California, Berkeley, USA
- award (2002): Presidential Early Career Award for Scientists and Engineers
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2020 – today
- 2024
[j63]Audrey Cheng, Aaron N. Kabcenell, Jason Chan, Xiao Shi, Peter D. Bailis, Natacha Crooks, Ion Stoica:
Towards Optimal Transaction Scheduling. Proc. VLDB Endow. 17(11): 2694-2707 (2024)- [j62]Fangyu Wu
, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen:
Composing MPC With LQR and Neural Network for Amortized Efficiency and Stable Control. IEEE Trans Autom. Sci. Eng. 21(2): 2088-2101 (2024) - [c306]Bing-Jyue Chen, Suppakit Waiwitlikhit, Ion Stoica, Daniel Kang:
ZKML: An Optimizing System for ML Inference in Zero-Knowledge Proofs. EuroSys 2024: 560-574 - [c305]Ziming Mao, Rishabh R. Iyer, Scott Shenker, Ion Stoica:
Revisiting Cache Freshness for Emerging Real-Time Applications. HotNets 2024: 335-342 - [c304]Naman Jain, Tianjun Zhang, Wei-Lin Chiang, Joseph E. Gonzalez, Koushik Sen, Ion Stoica:
LLM-Assisted Code Cleaning For Training Accurate Code Generators. ICLR 2024 - [c303]Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang:
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. ICLR 2024 - [c302]Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Banghua Zhu, Hao Zhang, Michael I. Jordan, Joseph E. Gonzalez, Ion Stoica:
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference. ICML 2024 - [c301]Jiangfei Duan, Runyu Lu, Haojie Duanmu, Xiuhong Li, Xingcheng Zhang, Dahua Lin, Ion Stoica, Hao Zhang:
MuxServe: Flexible Spatial-Temporal Multiplexing for Multiple LLM Serving. ICML 2024 - [c300]Yichao Fu, Peter Bailis, Ion Stoica, Hao Zhang:
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding. ICML 2024 - [c299]Naman Jain, Manish Shetty, Tianjun Zhang, King Han, Koushik Sen, Ion Stoica:
R2E: Turning any Github Repository into a Programming Agent Environment. ICML 2024 - [c298]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang:
Online Speculative Decoding. ICML 2024 - [c297]Suppakit Waiwitlikhit, Ion Stoica, Yi Sun, Tatsunori Hashimoto, Daniel Kang:
Trustless Audits without Revealing Data or Models. ICML 2024 - [c296]Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph Gonzalez, Ion Stoica:
SLoRA: Scalable Serving of Thousands of LoRA Adapters. MLSys 2024 - [c295]Zhanghao Wu, Wei-Lin Chiang, Ziming Mao, Zongheng Yang, Eric J. Friedman, Scott Shenker, Ion Stoica:
Can't Be Late: Optimizing Spot Instance Savings under Deadlines. NSDI 2024: 185-203 - [c294]Sarah Wooders, Shu Liu, Paras Jain, Xiangxi Mo, Joseph E. Gonzalez, Vincent Liu, Ion Stoica:
Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud. NSDI 2024: 281-296 - [c293]Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica:
Fairness in Serving Large Language Models. OSDI 2024: 965-988 - [c292]Daniel Kang, Xuechen Li, Ion Stoica, Carlos Guestrin, Matei Zaharia, Tatsunori Hashimoto:
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks. SP (Workshops) 2024: 132-143 - [c291]Michael Luo, Siyuan Zhuang, Suryaprakash Vengadesan, Romil Bhardwaj, Justin Chang, Eric J. Friedman, Scott Shenker, Ion Stoica:
Starburst: A Cost-aware Scheduler for Hybrid Cloud. USENIX ATC 2024: 37-57 - [i136]Ying Sheng, Shiyi Cao, Dacheng Li, Banghua Zhu, Zhuohan Li, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica:
Fairness in Serving Large Language Models. CoRR abs/2401.00588 (2024) - [i135]Yichao Fu, Peter Bailis, Ion Stoica, Hao Zhang:
Break the Sequential Dependency of LLM Inference Using Lookahead Decoding. CoRR abs/2402.02057 (2024) - [i134]Lingjiao Chen, Jared Quincy Davis, Boris Hanin, Peter Bailis, Ion Stoica, Matei Zaharia, James Zou:
Are More LLM Calls All You Need? Towards Scaling Laws of Compound Inference Systems. CoRR abs/2403.02419 (2024) - [i133]Wei-Lin Chiang, Lianmin Zheng, Ying Sheng, Anastasios Nikolas Angelopoulos, Tianle Li, Dacheng Li, Hao Zhang, Banghua Zhu, Michael I. Jordan, Joseph E. Gonzalez, Ion Stoica:
Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference. CoRR abs/2403.04132 (2024) - [i132]Shu Liu, Asim Biswal, Audrey Cheng, Xiangxi Mo, Shiyi Cao, Joseph E. Gonzalez, Ion Stoica, Matei Zaharia:
Optimizing LLM Queries in Relational Workloads. CoRR abs/2403.05821 (2024) - [i131]Naman Jain, King Han, Alex Gu, Wen-Ding Li, Fanjia Yan, Tianjun Zhang, Sida Wang, Armando Solar-Lezama, Koushik Sen, Ion Stoica:
LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code. CoRR abs/2403.07974 (2024) - [i130]Tianjun Zhang, Shishir G. Patil, Naman Jain, Sheng Shen, Matei Zaharia, Ion Stoica, Joseph E. Gonzalez:
RAFT: Adapting Language Model to Domain Specific RAG. CoRR abs/2403.10131 (2024) - [i129]Kaichao You, Runsheng Bai, Meng Cao, Jianmin Wang, Ion Stoica, Mingsheng Long:
depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers. CoRR abs/2403.13839 (2024) - [i128]Jiangfei Duan, Runyu Lu, Haojie Duanmu, Xiuhong Li, Xingcheng Zhang, Dahua Lin, Ion Stoica, Hao Zhang:
MuxServe: Flexible Multiplexing for Efficient Multiple LLM Serving. CoRR abs/2404.02015 (2024) - [i127]Suppakit Waiwitlikhit, Ion Stoica, Yi Sun, Tatsunori Hashimoto, Daniel Kang:
Trustless Audits without Revealing Data or Models. CoRR abs/2404.04500 (2024) - [i126]Shishir G. Patil, Tianjun Zhang, Vivian Fang, Noppapon C., Roy Huang, Aaron Hao, Martin Casado, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica:
GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications. CoRR abs/2404.06921 (2024) - [i125]Tyler Griggs, Xiaoxuan Liu, Jiaxiang Yu, Doyoung Kim, Wei-Lin Chiang, Alvin Cheung, Ion Stoica:
M\'elange: Cost Efficient Large Language Model Serving by Exploiting GPU Heterogeneity. CoRR abs/2404.14527 (2024) - [i124]Michael Luo, Justin Wong, Brandon Trabucco, Yanping Huang, Joseph E. Gonzalez, Zhifeng Chen, Ruslan Salakhutdinov, Ion Stoica:
Stylus: Automatic Adapter Selection for Diffusion Models. CoRR abs/2404.18928 (2024) - [i123]Vinamra Benara, Chandan Singh, John X. Morris, Richard Antonello, Ion Stoica, Alexander G. Huth, Jianfeng Gao:
Crafting Interpretable Embeddings by Asking LLMs Questions. CoRR abs/2405.16714 (2024) - [i122]Justin Cui, Wei-Lin Chiang, Ion Stoica, Cho-Jui Hsieh:
OR-Bench: An Over-Refusal Benchmark for Large Language Models. CoRR abs/2405.20947 (2024) - [i121]Tianle Li, Wei-Lin Chiang, Evan Frick, Lisa Dunlap, Tianhao Wu, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica:
From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline. CoRR abs/2406.11939 (2024) - [i120]Xiaoxuan Liu, Cade Daniel, Langxiang Hu, Woosuk Kwon, Zhuohan Li, Xiangxi Mo, Alvin Cheung, Zhijie Deng, Ion Stoica, Hao Zhang:
Optimizing Speculative Decoding for Serving Large Language Models Using Goodput. CoRR abs/2406.14066 (2024) - [i119]Isaac Ong, Amjad Almahairi, Vincent Wu, Wei-Lin Chiang, Tianhao Wu, Joseph E. Gonzalez, M. Waleed Kadous, Ion Stoica:
RouteLLM: Learning to Route LLMs with Preference Data. CoRR abs/2406.18665 (2024) - [i118]Jared Quincy Davis, Boris Hanin, Lingjiao Chen, Peter Bailis, Ion Stoica, Matei Zaharia:
Networks of Networks: Complexity Class Principles Applied to Compound AI Systems Design. CoRR abs/2407.16831 (2024) - [i117]Deevashwer Rathee, Dacheng Li, Ion Stoica, Hao Zhang, Raluca A. Popa:
MPC-Minimized Secure LLM Inference. CoRR abs/2408.03561 (2024) - [i116]Shuo Yang, Ying Sheng, Joseph E. Gonzalez, Ion Stoica, Lianmin Zheng:
Post-Training Sparse Attention with Double Sparsity. CoRR abs/2408.07092 (2024) - [i115]Yichao Fu, Siqi Zhu, Runlong Su, Aurick Qiao, Ion Stoica, Hao Zhang:
Efficient LLM Scheduling by Learning to Rank. CoRR abs/2408.15792 (2024) - [i114]Sijun Tan, Siyuan Zhuang, Kyle Montgomery, William Y. Tang, Alejandro Cuadron, Chenguang Wang, Raluca Ada Popa, Ion Stoica:
JudgeBench: A Benchmark for Evaluating LLM-based Judges. CoRR abs/2410.12784 (2024) - [i113]Evan Frick, Tianle Li, Connor Chen, Wei-Lin Chiang, Anastasios N. Angelopoulos, Jiantao Jiao, Banghua Zhu, Joseph E. Gonzalez, Ion Stoica:
How to Evaluate Reward Models for RLHF. CoRR abs/2410.14872 (2024) - [i112]Alexander Krentsel, Peter Schafhalter, Joseph E. Gonzalez, Sylvia Ratnasamy, Scott Shenker, Ion Stoica:
Managing Bandwidth: The Key to Cloud-Assisted Autonomous Driving. CoRR abs/2410.16227 (2024) - [i111]Xuanlin Jiang, Yang Zhou, Shiyi Cao, Ion Stoica, Minlan Yu:
NEO: Saving GPU Memory Crisis with CPU Offloading for Online LLM Inference. CoRR abs/2411.01142 (2024) - [i110]Ziming Mao, Tian Xia, Zhanghao Wu, Wei-Lin Chiang, Tyler Griggs, Romil Bhardwaj, Zongheng Yang, Scott Shenker, Ion Stoica:
SkyServe: Serving AI Models across Regions and Clouds with Spot Instances. CoRR abs/2411.01438 (2024) - 2023
- [j61]Kirthevasan Kandasamy, Joseph E. Gonzalez, Michael I. Jordan, Ion Stoica:
VCG Mechanism Design with Unknown Agent Values under Stochastic Bandit Feedback. J. Mach. Learn. Res. 24: 53:1-53:45 (2023) - [j60]Sarah Wooders, Xiangxi Mo, Amit Narang, Kevin Lin, Ion Stoica, Joseph M. Hellerstein, Natacha Crooks, Joseph E. Gonzalez:
RALF: Accuracy-Aware Scheduling for Feature Store Maintenance. Proc. VLDB Endow. 17(3): 563-576 (2023) - [j59]Audrey Cheng, Jack Waudby, Hugo Firth, Natacha Crooks, Ion Stoica:
Mammoths Are Slow: The Overlooked Transactions of Graph Data. Proc. VLDB Endow. 17(4): 904-911 (2023) - [c290]Paras Jain, Peter Kraft, Conor Power, Tathagata Das, Ion Stoica, Matei Zaharia:
Analyzing and Comparing Lakehouse Storage Systems. CIDR 2023 - [c289]Henry Milner, Yihua Cheng, Jibin Zhan, Hui Zhang, Vyas Sekar, Junchen Jiang, Ion Stoica:
Raising the Level of Abstraction for Time-State Analytics With the Timeline Framework. CIDR 2023 - [c288]Abdus Salam Azad, Izzeddin Gur, Jasper Emhoff, Nathaniel Alexis, Aleksandra Faust, Pieter Abbeel, Ion Stoica:
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning. ICML 2023: 1361-1395 - [c287]Ying Sheng, Lianmin Zheng, Binhang Yuan, Zhuohan Li, Max Ryabinin, Beidi Chen, Percy Liang, Christopher Ré, Ion Stoica, Ce Zhang:
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU. ICML 2023: 31094-31116 - [c286]Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Nikhil Jha, Hugo Zhan, Edith LLontop, Derek Xu, Camilo Buscaron, John Kubiatowicz, Ion Stoica, Joseph Gonzalez, Ken Goldberg:
FogROS2: An Adaptive Platform for Cloud and Fog Robotics Using ROS 2. ICRA 2023: 5493-5500 - [c285]Peter Schafhalter, Sukrit Kalra, Le Xu, Joseph E. Gonzalez, Ion Stoica:
Leveraging Cloud Computing to Make Autonomous Vehicles Safer. IROS 2023: 5559-5566 - [c284]Yonghao Zhuang, Lianmin Zheng, Zhuohan Li, Eric P. Xing, Qirong Ho, Joseph Gonzalez, Ion Stoica, Hao Zhang, Hexu Zhao:
On Optimizing the Communication of Model Parallelism. MLSys 2023 - [c283]Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric P. Xing, Hao Zhang, Joseph E. Gonzalez, Ion Stoica:
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena. NeurIPS 2023 - [c282]Zongheng Yang, Zhanghao Wu, Michael Luo, Wei-Lin Chiang, Romil Bhardwaj, Woosuk Kwon, Siyuan Zhuang, Frank Sifei Luan, Gautam Mittal, Scott Shenker, Ion Stoica:
SkyPilot: An Intercloud Broker for Sky Computing. NSDI 2023: 437-455 - [c281]Hong Zhang, Yupeng Tang, Anurag Khandelwal, Ion Stoica:
SHEPHERD: Serving DNNs in the Wild. NSDI 2023: 787-808 - [c280]Paras Jain, Sam Kumar, Sarah Wooders, Shishir G. Patil, Joseph E. Gonzalez, Ion Stoica:
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays. NSDI 2023: 1375-1389 - [c279]Siyuan Zhuang, Stephanie Wang, Eric Liang, Yi Cheng, Ion Stoica:
ExoFlow: A Universal Workflow System for Exactly-Once DAGs. OSDI 2023: 269-286 - [c278]Audrey Cheng, David C. Y. Chu, Terrance Li, Jason Chan, Natacha Crooks, Joseph M. Hellerstein, Ion Stoica, Xiangyao Yu:
Take Out the TraChe: Maximizing (Tra)nsactional Ca(che) Hit Rate. OSDI 2023: 419-439 - [c277]Romil Bhardwaj, Kirthevasan Kandasamy, Asim Biswal, Wenshuo Guo, Benjamin Hindman, Joseph Gonzalez, Michael I. Jordan, Ion Stoica:
Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback. OSDI 2023: 623-643 - [c276]Zhuohan Li, Lianmin Zheng, Yinmin Zhong, Vincent Liu, Ying Sheng, Xin Jin, Yanping Huang, Zhifeng Chen, Hao Zhang, Joseph E. Gonzalez, Ion Stoica:
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving. OSDI 2023: 663-679 - [c275]Frank Sifei Luan, Stephanie Wang, Samyukta Yagati, Sean Kim, Kenneth Lien, Isaac Ong, Tony Hong, SangBin Cho, Eric Liang, Ion Stoica:
Exoshuffle: An Extensible Shuffle Architecture. SIGCOMM 2023: 564-577 - [c274]Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph Gonzalez, Hao Zhang, Ion Stoica:
Efficient Memory Management for Large Language Model Serving with PagedAttention. SOSP 2023: 611-626 - [i109]Frank Sifei Luan, Stephanie Wang, Samyukta Yagati, Sean Kim, Kenneth Lien, Isaac Ong, Tony Hong, SangBin Cho, Eric Liang, Ion Stoica:
Exoshuffle-CloudSort. CoRR abs/2301.03734 (2023) - [i108]Daniel Kang, Xuechen Li, Ion Stoica, Carlos Guestrin, Matei Zaharia, Tatsunori Hashimoto:
Exploiting Programmatic Behavior of LLMs: Dual-Use Through Standard Security Attacks. CoRR abs/2302.05733 (2023) - [i107]Zhuohan Li, Lianmin Zheng, Yinmin Zhong, Vincent Liu, Ying Sheng, Xin Jin, Yanping Huang, Zhifeng Chen, Hao Zhang, Joseph E. Gonzalez, Ion Stoica:
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving. CoRR abs/2302.11665 (2023) - [i106]Ying Sheng, Lianmin Zheng, Binhang Yuan, Zhuohan Li, Max Ryabinin, Daniel Y. Fu, Zhiqiang Xie, Beidi Chen, Clark W. Barrett, Joseph E. Gonzalez, Percy Liang, Christopher Ré, Ion Stoica, Ce Zhang:
High-throughput Generative Inference of Large Language Models with a Single GPU. CoRR abs/2303.06865 (2023) - [i105]Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zi Lin, Zhuohan Li, Dacheng Li, Eric P. Xing, Hao Zhang, Joseph E. Gonzalez, Ion Stoica:
Judging LLM-as-a-judge with MT-Bench and Chatbot Arena. CoRR abs/2306.05685 (2023) - [i104]Peter Schafhalter, Sukrit Kalra, Le Xu, Joseph E. Gonzalez, Ion Stoica:
Leveraging Cloud Computing to Make Autonomous Vehicles Safer. CoRR abs/2308.03204 (2023) - [i103]Woosuk Kwon, Zhuohan Li, Siyuan Zhuang, Ying Sheng, Lianmin Zheng, Cody Hao Yu, Joseph E. Gonzalez, Hao Zhang, Ion Stoica:
Efficient Memory Management for Large Language Model Serving with PagedAttention. CoRR abs/2309.06180 (2023) - [i102]Lianmin Zheng, Wei-Lin Chiang, Ying Sheng, Tianle Li, Siyuan Zhuang, Zhanghao Wu, Yonghao Zhuang, Zhuohan Li, Zi Lin, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Hao Zhang:
LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset. CoRR abs/2309.11998 (2023) - [i101]Dacheng Li, Rulin Shao, Anze Xie, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica, Xuezhe Ma, Hao Zhang:
LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers. CoRR abs/2310.03294 (2023) - [i100]Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Ion Stoica, Zhijie Deng, Alvin Cheung, Hao Zhang:
Online Speculative Decoding. CoRR abs/2310.07177 (2023) - [i99]Ying Sheng, Shiyi Cao, Dacheng Li, Coleman Hooper, Nicholas Lee, Shuo Yang, Christopher Chou, Banghua Zhu, Lianmin Zheng, Kurt Keutzer, Joseph E. Gonzalez, Ion Stoica:
S-LoRA: Serving Thousands of Concurrent LoRA Adapters. CoRR abs/2311.03285 (2023) - [i98]Shuo Yang, Wei-Lin Chiang, Lianmin Zheng, Joseph E. Gonzalez, Ion Stoica:
Rethinking Benchmark and Contamination for Language Models with Rephrased Samples. CoRR abs/2311.04850 (2023) - [i97]Naman Jain, Tianjun Zhang, Wei-Lin Chiang, Joseph E. Gonzalez, Koushik Sen, Ion Stoica:
LLM-Assisted Code Cleaning For Training Accurate Code Generators. CoRR abs/2311.14904 (2023) - [i96]Lianmin Zheng, Liangsheng Yin, Zhiqiang Xie, Jeff Huang, Chuyue Sun, Cody Hao Yu, Shiyi Cao, Christos Kozyrakis, Ion Stoica, Joseph E. Gonzalez, Clark W. Barrett, Ying Sheng:
Efficiently Programming Large Language Models using SGLang. CoRR abs/2312.07104 (2023) - [i95]Manish Shetty, Koushik Sen, Ion Stoica:
CodeScholar: Growing Idiomatic Code Examples. CoRR abs/2312.15157 (2023) - [i94]Alind Khare, Dhruv Garg, Sukrit Kalra, Snigdha Grandhi, Ion Stoica, Alexey Tumanov:
SuperServe: Fine-Grained Inference Serving for Unpredictable Workloads. CoRR abs/2312.16733 (2023) - 2022
- [j58]Audrey Cheng, Xiao Shi, Aaron N. Kabcenell, Shilpa Lawande, Hamza Qadeer, Jason Chan, Harrison Tin, Ryan Zhao, Peter Bailis, Mahesh Balakrishnan, Nathan Bronson, Natacha Crooks, Ion Stoica:
TAOBench: An End-to-End Benchmark for Social Networking Workloads. Proc. VLDB Endow. 15(9): 1965-1977 (2022) - [c273]Abdus Salam Azad, Edward Kim, Qiancheng Wu, Kimin Lee, Ion Stoica, Pieter Abbeel, Alberto L. Sangiovanni-Vincentelli, Sanjit A. Seshia:
Programmatic Modeling and Generation of Real-Time Strategic Soccer Environments for Reinforcement Learning. AAAI 2022: 6028-6036 - [c272]Wenshuo Guo, Kirthevasan Kandasamy, Joseph Gonzalez, Michael I. Jordan, Ion Stoica:
Learning Competitive Equilibria in Exchange Economies with Bandit Feedback. AISTATS 2022: 6200-6224 - [c271]Romil Bhardwaj, Alexey Tumanov, Stephanie Wang, Richard Liaw, Philipp Moritz, Robert Nishihara, Ion Stoica:
ESCHER: expressive scheduling with ephemeral resources. SoCC 2022: 47-62 - [c270]Paras Jain, Safeen Huda, Martin Maas, Joseph E. Gonzalez, Ion Stoica, Azalia Mirhoseini:
Learning to Design Accurate Deep Learning Accelerators with Inaccurate Multipliers. DATE 2022: 184-189 - [c269]Gur-Eyal Sela, Ionel Gog, Justin Wong, Kumar Krishna Agrawal, Xiangxi Mo, Sukrit Kalra, Peter Schafhalter, Eric Leong, Xin Wang, Bharathan Balaji, Joseph Gonzalez, Ion Stoica:
Context-Aware Streaming Perception in Dynamic Environments. ECCV (38) 2022: 621-638 - [c268]Ionel Gog, Sukrit Kalra, Peter Schafhalter, Joseph E. Gonzalez, Ion Stoica:
D3: a dynamic deadline-driven approach for building autonomous vehicles. EuroSys 2022: 453-471 - [c267]Anurag Khandelwal, Yupeng Tang, Rachit Agarwal, Aditya Akella, Ion Stoica:
Jiffy: elastic far-memory for stateful serverless analytics. EuroSys 2022: 697-713 - [c266]Silvery Fu, Hong Zhang, Sylvia Ratnasamy, Ion Stoica:
The internet of things in a laptop: rapid prototyping for IoT applications with digibox. HotNets 2022: 24-30 - [c265]Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph Gonzalez:
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging. ICML 2022: 17573-17583 - [c264]Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Yuanchao Shu, Nikolaos Karianakis, Kevin Hsieh, Paramvir Bahl, Ion Stoica:
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. NSDI 2022: 119-135 - [c263]Jingrong Chen, Hong Zhang, Wei Zhang, Liang Luo, Jeffrey S. Chase, Ion Stoica, Danyang Zhuo:
NetHint: White-Box Networking for Multi-Tenant Data Centers. NSDI 2022: 1327-1343 - [c262]Lianmin Zheng, Zhuohan Li, Hao Zhang, Yonghao Zhuang, Zhifeng Chen, Yanping Huang, Yida Wang, Yuanzhong Xu, Danyang Zhuo, Eric P. Xing, Joseph E. Gonzalez, Ion Stoica:
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning. OSDI 2022: 559-578 - [c261]Zongheng Yang, Wei-Lin Chiang, Sifei Luan, Gautam Mittal, Michael Luo, Ion Stoica:
Balsa: Learning a Query Optimizer Without Expert Demonstrations. SIGMOD Conference 2022: 931-944 - [c260]Emma Dauterman, Mayank Rathee, Raluca Ada Popa, Ion Stoica:
Waldo: A Private Time-Series Database from Function Secret Sharing. SP 2022: 2450-2468 - [i93]Zongheng Yang, Wei-Lin Chiang, Sifei Luan, Gautam Mittal, Michael Luo, Ion Stoica:
Balsa: Learning a Query Optimizer Without Expert Demonstrations. CoRR abs/2201.01441 (2022) - [i92]Zhanghao Wu, Paras Jain, Matthew A. Wright, Azalia Mirhoseini, Joseph E. Gonzalez, Ion Stoica:
Representing Long-Range Context for Graph Neural Networks with Global Attention. CoRR abs/2201.08821 (2022) - [i91]Lianmin Zheng, Zhuohan Li, Hao Zhang, Yonghao Zhuang, Zhifeng Chen, Yanping Huang, Yida Wang, Yuanzhong Xu, Danyang Zhuo, Joseph E. Gonzalez, Ion Stoica:
Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning. CoRR abs/2201.12023 (2022) - [i90]Frank Sifei Luan, Stephanie Wang, Samyukta Yagati, Sean Kim, Kenneth Lien, SangBin Cho, Eric Liang, Ion Stoica:
Exoshuffle: Large-Scale Shuffle at the Application Level. CoRR abs/2203.05072 (2022) - [i89]Sarah E. Chasins, Alvin Cheung, Natacha Crooks, Ali Ghodsi, Ken Goldberg, Joseph E. Gonzalez, Joseph M. Hellerstein, Michael I. Jordan, Anthony D. Joseph, Michael W. Mahoney, Aditya G. Parameswaran, David A. Patterson, Raluca Ada Popa, Koushik Sen, Scott Shenker, Dawn Song, Ion Stoica:
The Sky Above The Clouds. CoRR abs/2205.07147 (2022) - [i88]Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Hugo Zhan, Derek Xu, Ramtin Ghassemi, John Kubiatowicz, Ion Stoica, Joseph Gonzalez, Ken Goldberg:
FogROS 2: An Adaptive and Extensible Platform for Cloud and Fog Robotics Using ROS 2. CoRR abs/2205.09778 (2022) - [i87]Melih Elibol, Vinamra Benara, Samyu Yagati, Lianmin Zheng, Alvin Cheung, Michael I. Jordan, Ion Stoica:
NumS: Scalable Array Programming for the Cloud. CoRR abs/2206.14276 (2022) - [i86]Shishir G. Patil, Paras Jain, Prabal Dutta, Ion Stoica, Joseph E. Gonzalez:
POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging. CoRR abs/2207.07697 (2022) - [i85]Gur-Eyal Sela, Ionel Gog, Justin Wong, Kumar Krishna Agrawal, Xiangxi Mo, Sukrit Kalra, Peter Schafhalter, Eric Leong, Xin Wang, Bharathan Balaji, Joseph Gonzalez, Ion Stoica:
Context-Aware Streaming Perception in Dynamic Environments. CoRR abs/2208.07479 (2022) - [i84]Paras Jain, Sam Kumar, Sarah Wooders, Shishir G. Patil, Joseph E. Gonzalez, Ion Stoica:
Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays. CoRR abs/2210.07259 (2022) - [i83]Daniel Kang, Tatsunori Hashimoto, Ion Stoica, Yi Sun:
Scaling up Trustless DNN Inference with Zero-Knowledge Proofs. CoRR abs/2210.08674 (2022) - [i82]Abdus Salam Azad, Izzeddin Gur, Aleksandra Faust, Pieter Abbeel, Ion Stoica:
CLUTR: Curriculum Learning via Unsupervised Task Representation Learning. CoRR abs/2210.10243 (2022) - [i81]Daniel Kang, Tatsunori Hashimoto, Ion Stoica, Yi Sun:
ZK-IMG: Attested Images via Zero-Knowledge Proofs to Fight Disinformation. CoRR abs/2211.04775 (2022) - [i80]Yonghao Zhuang, Hexu Zhao, Lianmin Zheng, Zhuohan Li, Eric P. Xing, Qirong Ho, Joseph E. Gonzalez, Ion Stoica, Hao Zhang:
On Optimizing the Communication of Model Parallelism. CoRR abs/2211.05322 (2022) - 2021
- [j57]Johann Schleier-Smith, Vikram Sreekanti, Anurag Khandelwal, João Carreira, Neeraja Jayant Yadwadkar, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica, David A. Patterson:
What serverless computing is and should become: the next phase of cloud computing. Commun. ACM 64(5): 76-84 (2021) - [j56]Hari Balakrishnan, Sujata Banerjee, Israel Cidon, David E. Culler, Deborah Estrin, Ethan Katz-Bassett, Arvind Krishnamurthy, James Murphy McCauley, Nick McKeown, Aurojit Panda, Sylvia Ratnasamy, Jennifer Rexford, Michael Schapira, Scott Shenker, Ion Stoica, David L. Tennenhouse, Amin Vahdat, Ellen W. Zegura:
Revitalizing the public internet by making it extensible. Comput. Commun. Rev. 51(2): 18-24 (2021) - [j55]Jessica Chen, Henry Milner, Ion Stoica, Jibin Zhan:
Benchmark of Bitrate Adaptation in Video Streaming. ACM J. Data Inf. Qual. 13(4): 22:1-22:24 (2021) - [j54]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica:
[Solution] Matchmaker Paxos: A Reconfigurable Consensus Protocol. J. Syst. Res. 1(1) (2021) - [j53]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica:
SoK: A Generalized Multi-Leader State Machine Replication Tutorial. J. Syst. Res. 1(1) (2021) - [j52]Rohan Bavishi, Caroline Lemieux, Koushik Sen, Ion Stoica:
Gauss: program synthesis by reasoning over graphs. Proc. ACM Program. Lang. 5(OOPSLA): 1-29 (2021) - [j51]Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres:
Scaling Replicated State Machines with Compartmentalization. Proc. VLDB Endow. 14(11): 2203-2215 (2021) - [j50]Audrey Cheng, Xiao Shi, Lu Pan, Anthony Simpson, Neil Wheaton, Shilpa Lawande, Nathan Bronson, Peter Bailis, Natacha Crooks, Ion Stoica:
RAMP-TAO: Layering Atomic Transactions on Facebook's Online TAO Data Store. Proc. VLDB Endow. 14(12): 3014-3027 (2021) - [j49]Danyang Zhuo, Kaiyuan Zhang, Zhuohan Li, Siyuan Zhuang, Stephanie Wang, Ang Chen, Ion Stoica:
Rearchitecting In-Memory Object Stores for Low Latency. Proc. VLDB Endow. 15(3): 555-568 (2021) - [c259]Lisa Dunlap, Kirthevasan Kandasamy, Ujval Misra, Richard Liaw, Michael I. Jordan, Ion Stoica, Joseph E. Gonzalez:
Elastic Hyperparameter Tuning on the Cloud. SoCC 2021: 33-46 - [c258]Hasan Genc, Seah Kim, Alon Amid, Ameer Haj-Ali, Vighnesh Iyer, Pranav Prakash, Jerry Zhao, Daniel Grubb, Harrison Liew, Howard Mao, Albert J. Ou, Colin Schmidt, Samuel Steffl, John Charles Wright, Ion Stoica, Jonathan Ragan-Kelley, Krste Asanovic, Borivoje Nikolic, Yakun Sophia Shao:
Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration. DAC 2021: 769-774 - [c257]Yu Gai, Paras Jain, Wendi Zhang, Joseph Gonzalez, Dawn Song, Ion Stoica:
Grounded Graph Decoding improves Compositional Generalization in Question Answering. EMNLP (Findings) 2021: 1829-1838 - [c256]Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph Gonzalez, Ion Stoica:
Contrastive Code Representation Learning. EMNLP (1) 2021: 5954-5971 - [c255]Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica:
Read-Write Quorum Systems Made Practical. PaPoC@EuroSys 2021: 7:1-7:8 - [c254]Ujval Misra, Richard Liaw, Lisa Dunlap, Romil Bhardwaj, Kirthevasan Kandasamy, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov:
RubberBand: cloud-based hyperparameter tuning. EuroSys 2021: 327-342 - [c253]Ion Stoica, Scott Shenker:
From cloud computing to sky computing. HotOS 2021: 26-32 - [c252]Stephanie Wang, Benjamin Hindman, Ion Stoica:
In reference to RPC: it's time to add distributed memory. HotOS 2021: 191-198 - [c251]Jianfei Chen, Lianmin Zheng, Zhewei Yao, Dequan Wang, Ion Stoica, Michael W. Mahoney, Joseph Gonzalez:
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training. ICML 2021: 1803-1813 - [c250]Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica:
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. ICML 2021: 6543-6552 - [c249]Brijen Thananjeyan, Kirthevasan Kandasamy, Ion Stoica, Michael I. Jordan, Ken Goldberg, Joseph Gonzalez:
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Sublinear Scaling with Adaptive Parallelism. ICML 2021: 10236-10246 - [c248]Ionel Gog, Sukrit Kalra, Peter Schafhalter, Matthew A. Wright, Joseph E. Gonzalez, Ion Stoica:
Pylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles. ICRA 2021: 8806-8813 - [c247]Hao Zhang, Zhuohan Li, Lianmin Zheng, Ion Stoica:
Simple and Automatic Distributed Machine Learning on Ray. KDD 2021: 4094-4095 - [c246]Guanhua Wang, Zhuang Liu, Brandon Hsieh, Siyuan Zhuang, Joseph Gonzalez, Trevor Darrell, Ion Stoica:
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data. MLSys 2021 - [c245]Guanhua Wang, Kehan Wang, Kenan Jiang, Xiangjun Li, Ion Stoica:
Wavelet: Efficient DNN Training with Tick-Tock Scheduling. MLSys 2021 - [c244]Eric Liang, Zhanghao Wu, Michael Luo, Sven Mika, Joseph E. Gonzalez, Ion Stoica:
RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem. NeurIPS 2021: 5506-5517 - [c243]Zhanghao Wu, Paras Jain, Matthew A. Wright, Azalia Mirhoseini, Joseph E. Gonzalez, Ion Stoica:
Representing Long-Range Context for Graph Neural Networks with Global Attention. NeurIPS 2021: 13266-13279 - [c242]Jeffrey Ichnowski, Paras Jain, Bartolomeo Stellato, Goran Banjac, Michael Luo, Francesco Borrelli, Joseph E. Gonzalez, Ion Stoica, Ken Goldberg:
Accelerating Quadratic Optimization with Reinforcement Learning. NeurIPS 2021: 21043-21055 - [c241]Lianmin Zheng, Ruochen Liu, Junru Shao, Tianqi Chen, Joseph Gonzalez, Ion Stoica, Ameer Haj-Ali:
TenSet: A Large-scale Program Performance Dataset for Learned Tensor Compilers. NeurIPS Datasets and Benchmarks 2021 - [c240]Zhuolong Yu, Jingfeng Wu, Vladimir Braverman, Ion Stoica, Xin Jin:
Twenty Years After: Hierarchical Core-Stateless Fair Queueing. NSDI 2021: 29-45 - [c239]Anand Padmanabha Iyer, Qifan Pu, Kishan Patel, Joseph E. Gonzalez, Ion Stoica:
TEGRA: Efficient Ad-Hoc Analytics on Evolving Graphs. NSDI 2021: 337-355 - [c238]Hong Zhang, Yupeng Tang, Anurag Khandelwal, Jingrong Chen, Ion Stoica:
Caerus: NIMBLE Task Scheduling for Serverless Analytics. NSDI 2021: 653-669 - [c237]Stephanie Wang, Eric Liang, Edward Oakes, Benjamin Hindman, Frank Sifei Luan, Audrey Cheng, Ion Stoica:
Ownership: A Distributed Futures System for Fine-Grained Tasks. NSDI 2021: 671-686 - [c236]Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica:
Hoplite: efficient and fault-tolerant collective communication for task-based distributed systems. SIGCOMM 2021: 641-656 - [c235]Wenting Zheng, Ryan Deng, Weikeng Chen, Raluca Ada Popa, Aurojit Panda, Ion Stoica:
Cerebro: A Platform for Multi-Party Cryptographic Collaborative Learning. USENIX Security Symposium 2021: 2723-2740 - [e7]Alex Smola, Alex Dimakis, Ion Stoica:
Proceedings of the Fourth Conference on Machine Learning and Systems, MLSys 2021, virtual, April 5-9, 2021. mlsys.org 2021 [contents] - [i79]Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica:
TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models. CoRR abs/2102.07988 (2021) - [i78]Michael J. Whittaker, Aleksey Charapko, Joseph M. Hellerstein, Heidi Howard, Ion Stoica:
Read-Write Quorum Systems Made Practical. CoRR abs/2104.04102 (2021) - [i77]Ionel Gog, Sukrit Kalra, Peter Schafhalter, Matthew A. Wright, Joseph E. Gonzalez, Ion Stoica:
Pylot: A Modular Platform for Exploring Latency-Accuracy Tradeoffs in Autonomous Vehicles. CoRR abs/2104.07830 (2021) - [i76]Jianfei Chen, Lianmin Zheng, Zhewei Yao, Dequan Wang, Ion Stoica, Michael W. Mahoney, Joseph E. Gonzalez:
ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training. CoRR abs/2104.14129 (2021) - [i75]Brijen Thananjeyan, Kirthevasan Kandasamy, Ion Stoica, Michael I. Jordan, Ken Goldberg, Joseph E. Gonzalez:
PAC Best Arm Identification Under a Deadline. CoRR abs/2106.03221 (2021) - [i74]Wenshuo Guo, Kirthevasan Kandasamy, Joseph E. Gonzalez, Michael I. Jordan, Ion Stoica:
Online Learning of Competitive Equilibria in Exchange Economies. CoRR abs/2106.06616 (2021) - [i73]Abdus Salam Azad, Edward Kim, Qiancheng Wu, Kimin Lee, Ion Stoica, Pieter Abbeel, Sanjit A. Seshia:
Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning Environments. CoRR abs/2106.10365 (2021) - [i72]Jeffrey Ichnowski, Paras Jain, Bartolomeo Stellato, Goran Banjac, Michael Luo, Francesco Borrelli, Joseph E. Gonzalez, Ion Stoica, Ken Goldberg:
Accelerating Quadratic Optimization with Reinforcement Learning. CoRR abs/2107.10847 (2021) - [i71]Yu Gai, Paras Jain, Wendi Zhang, Joseph E. Gonzalez, Dawn Song, Ion Stoica:
Grounded Graph Decoding Improves Compositional Generalization in Question Answering. CoRR abs/2111.03642 (2021) - [i70]Michael Luo, Ashwin Balakrishna, Brijen Thananjeyan, Suraj Nair, Julian Ibarz, Jie Tan, Chelsea Finn, Ion Stoica, Ken Goldberg:
MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance. CoRR abs/2112.03575 (2021) - [i69]Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen:
Composing MPC with LQR and Neural Networks for Efficient and Stable Control. CoRR abs/2112.07238 (2021) - [i68]Wenting Zheng, Ryan Deng, Weikeng Chen, Raluca Ada Popa, Aurojit Panda, Ion Stoica:
Cerebro: A Platform for Multi-Party Cryptographic Collaborative Learning. IACR Cryptol. ePrint Arch. 2021: 759 (2021) - [i67]Emma Dauterman, Mayank Rathee, Raluca Ada Popa, Ion Stoica:
Waldo: A Private Time-Series Database from Function Secret Sharing. IACR Cryptol. ePrint Arch. 2021: 1661 (2021) - 2020
- [j48]Zongheng Yang, Amog Kamsetty, Sifei Luan, Eric Liang, Yan Duan, Xi Chen, Ion Stoica:
NeuroCard: One Cardinality Estimator for All Tables. Proc. VLDB Endow. 14(1): 61-73 (2020) - [c234]Yaoqing Yang, Jichan Chung, Guanhua Wang, Vipul Gupta, Adarsh Karnati, Kenan Jiang, Ion Stoica, Joseph Gonzalez, Kannan Ramchandran:
Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost. ACSSC 2020: 1064-1065 - [c233]Ameer Haj-Ali, Nesreen K. Ahmed, Theodore L. Willke, Yakun Sophia Shao, Krste Asanovic, Ion Stoica:
NeuroVectorizer: end-to-end vectorization with deep reinforcement learning. CGO 2020: 242-255 - [c232]Vaishaal Shankar, Karl Krauth, Kailas Vodrahalli, Qifan Pu, Benjamin Recht, Ion Stoica, Jonathan Ragan-Kelley, Eric Jonas, Shivaram Venkataraman:
Serverless linear algebra. SoCC 2020: 281-295 - [c231]Daniel Crankshaw, Gur-Eyal Sela, Xiangxi Mo, Corey Zumar, Ion Stoica, Joseph Gonzalez, Alexey Tumanov:
InferLine: latency-aware provisioning and scaling for prediction serving pipelines. SoCC 2020: 477-491 - [c230]Ankur Dave, Chester Leung, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica:
Oblivious coopetitive analytics using hardware enclaves. EuroSys 2020: 39:1-39:17 - [c229]Ion Stoica:
Systems and ML at RISELab. HotCloud 2020 - [c228]Michael Luo, Jiahao Yao, Richard Liaw, Eric Liang, Ion Stoica:
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks. ICLR 2020 - [c227]Eric Liang, Zongheng Yang, Ion Stoica, Pieter Abbeel, Yan Duan, Xi Chen:
Variable Skipping for Autoregressive Range Density Estimation. ICML 2020: 6040-6049 - [c226]Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora:
FetchSGD: Communication-Efficient Federated Learning with Sketching. ICML 2020: 8253-8265 - [c225]Harry Zhang, Jeffrey Ichnowski, Yahav Avigal, Joseph Gonzalez, Ion Stoica, Ken Goldberg:
Dex-Net AR: Distributed Deep Grasp Planning Using a Commodity Cellphone and Augmented Reality App. ICRA 2020: 552-558 - [c224]Jeffrey Ichnowski, William Lee, Victor Murta, Samuel Paradis, Ron Alterovitz, Joseph E. Gonzalez, Ion Stoica, Ken Goldberg:
Fog Robotics Algorithms for Distributed Motion Planning Using Lambda Serverless Computing. ICRA 2020: 4232-4238 - [c223]Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph Gonzalez:
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization. MLSys 2020 - [c222]Ameer Haj-Ali, Qijing (Jenny) Huang, William S. Moses, John Xiang, Krste Asanovic, John Wawrzynek, Ion Stoica:
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning. MLSys 2020 - [c221]Guanhua Wang, Shivaram Venkataraman, Amar Phanishayee, Jorgen Thelin, Nikhil R. Devanur, Ion Stoica:
Blink: Fast and Generic Collectives for Distributed ML. MLSys 2020 - [c220]Bin Li, Yipeng Wang, Ren Wang, Charlie Tai, Ravi R. Iyer, Zhu Zhou, Andrew Herdrich, Tong Zhang, Ameer Haj-Ali, Ion Stoica, Krste Asanovic:
RLDRM: Closed Loop Dynamic Cache Allocation with Deep Reinforcement Learning for Network Function Virtualization. NetSoft 2020: 335-343 - [c219]Lianmin Zheng, Chengfan Jia, Minmin Sun, Zhao Wu, Cody Hao Yu, Ameer Haj-Ali, Yida Wang, Jun Yang, Danyang Zhuo, Koushik Sen, Joseph E. Gonzalez, Ion Stoica:
Ansor: Generating High-Performance Tensor Programs for Deep Learning. OSDI 2020: 863-879 - [c218]Emma Dauterman, Eric Feng, Ellen Luo, Raluca Ada Popa, Ion Stoica:
DORY: An Encrypted Search System with Distributed Trust. OSDI 2020: 1101-1119 - [c217]Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin:
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers. OSDI 2020: 1225-1240 - [c216]Ion Stoica:
Systems and ML: When the Sum is Greater than Its Parts. SIGMOD Conference 2020: 1 - [i66]Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph Gonzalez, Ion Stoica, Alexey Tumanov:
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline. CoRR abs/2001.02338 (2020) - [i65]Siyuan Zhuang, Zhuohan Li, Danyang Zhuo, Stephanie Wang, Eric Liang, Robert Nishihara, Philipp Moritz, Ion Stoica:
Hoplite: Efficient Collective Communication for Task-Based Distributed Systems. CoRR abs/2002.05814 (2020) - [i64]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Ion Stoica:
Bipartisan Paxos: A Modular State Machine Replication Protocol. CoRR abs/2003.00331 (2020) - [i63]Qijing Huang, Ameer Haj-Ali, William S. Moses, John Xiang, Ion Stoica, Krste Asanovic, John Wawrzynek:
AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning. CoRR abs/2003.00671 (2020) - [i62]Kirthevasan Kandasamy, Joseph E. Gonzalez, Michael I. Jordan, Ion Stoica:
Mechanism Design with Bandit Feedback. CoRR abs/2004.08924 (2020) - [i61]Ameer Haj-Ali, Hasan Genc, Qijing Huang, William S. Moses, John Wawrzynek, Krste Asanovic, Ion Stoica:
ProTuner: Tuning Programs with Monte Carlo Tree Search. CoRR abs/2005.13685 (2020) - [i60]Lianmin Zheng, Chengfan Jia, Minmin Sun, Zhao Wu, Cody Hao Yu, Ameer Haj-Ali, Yida Wang, Jun Yang, Danyang Zhuo, Koushik Sen, Joseph E. Gonzalez, Ion Stoica:
Ansor : Generating High-Performance Tensor Programs for Deep Learning. CoRR abs/2006.06762 (2020) - [i59]Zongheng Yang, Amog Kamsetty, Sifei Luan, Eric Liang, Yan Duan, Xi Chen, Ion Stoica:
NeuroCard: One Cardinality Estimator for All Tables. CoRR abs/2006.08109 (2020) - [i58]Paras Jain, Ajay Jain, Tianjun Zhang, Pieter Abbeel, Joseph E. Gonzalez, Ion Stoica:
Contrastive Code Representation Learning. CoRR abs/2007.04973 (2020) - [i57]Eric Liang, Zongheng Yang, Ion Stoica, Pieter Abbeel, Yan Duan, Xi Chen:
Variable Skipping for Autoregressive Range Density Estimation. CoRR abs/2007.05572 (2020) - [i56]Daniel Rothchild, Ashwinee Panda, Enayat Ullah, Nikita Ivkin, Ion Stoica, Vladimir Braverman, Joseph Gonzalez, Raman Arora:
FetchSGD: Communication-Efficient Federated Learning with Sketching. CoRR abs/2007.07682 (2020) - [i55]Michael J. Whittaker, Neil Giridharan, Adriana Szekeres, Joseph M. Hellerstein, Heidi Howard, Faisal Nawab, Ion Stoica:
Matchmaker Paxos: A Reconfigurable Consensus Protocol [Technical Report]. CoRR abs/2007.09468 (2020) - [i54]Hang Zhu, Kostis Kaffes, Zixu Chen, Zhenming Liu, Christos Kozyrakis, Ion Stoica, Xin Jin:
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report). CoRR abs/2010.05969 (2020) - [i53]Brijen Thananjeyan, Kirthevasan Kandasamy, Ion Stoica, Michael I. Jordan, Ken Goldberg, Joseph E. Gonzalez:
Resource Allocation in Multi-armed Bandit Exploration: Overcoming Nonlinear Scaling with Adaptive Parallelism. CoRR abs/2011.00330 (2020) - [i52]Eric Liang, Zhanghao Wu, Michael Luo, Sven Mika, Ion Stoica:
Distributed Reinforcement Learning is a Dataflow Problem. CoRR abs/2011.12719 (2020) - [i51]Kirthevasan Kandasamy, Gur-Eyal Sela, Joseph E. Gonzalez, Michael I. Jordan, Ion Stoica:
Online Learning Demands in Max-min Fairness. CoRR abs/2012.08648 (2020) - [i50]Romil Bhardwaj, Zhengxu Xia, Ganesh Ananthanarayanan, Junchen Jiang, Nikolaos Karianakis, Yuanchao Shu, Kevin Hsieh, Victor Bahl, Ion Stoica:
Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers. CoRR abs/2012.10557 (2020) - [i49]Michael J. Whittaker, Ailidani Ailijiang, Aleksey Charapko, Murat Demirbas, Neil Giridharan, Joseph M. Hellerstein, Heidi Howard, Ion Stoica, Adriana Szekeres:
Scaling Replicated State Machines with Compartmentalization [Technical Report]. CoRR abs/2012.15762 (2020) - [i48]Emma Dauterman, Eric Feng, Ellen Luo, Raluca Ada Popa, Ion Stoica:
DORY: An Encrypted Search System with Distributed Trust. IACR Cryptol. ePrint Arch. 2020: 1280 (2020)
2010 – 2019
- 2019
- [j47]Rohan Bavishi, Caroline Lemieux, Roy Fox, Koushik Sen, Ion Stoica:
AutoPandas: neural-backed generators for program synthesis. Proc. ACM Program. Lang. 3(OOPSLA): 168:1-168:27 (2019) - [j46]Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica:
Deep Unsupervised Cardinality Estimation. Proc. VLDB Endow. 13(3): 279-292 (2019) - [j45]Hang Zhu, Zhihao Bai, Jialin Li, Ellis Michael, Dan R. K. Ports, Ion Stoica, Xin Jin:
Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection. Proc. VLDB Endow. 13(3): 376-389 (2019) - [c215]Roy Fox, Ron Berenstein, Ion Stoica, Ken Goldberg:
Multi-Task Hierarchical Imitation Learning for Home Automation. CASE 2019: 1-8 - [c214]Richard Liaw, Romil Bhardwaj, Lisa Dunlap, Yitian Zou, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov:
HyperSched: Dynamic Resource Reallocation for Model Development on a Deadline. SoCC 2019: 61-73 - [c213]Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica:
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. FAST 2019: 143-157 - [c212]Qijing Huang, Ameer Haj-Ali, William S. Moses, John Xiang, Ion Stoica, Krste Asanovic, John Wawrzynek:
AutoPhase: Compiler Phase-Ordering for HLS with Deep Reinforcement Learning. FCCM 2019: 308 - [c211]Daniel Ho, Eric Liang, Xi Chen, Ion Stoica, Pieter Abbeel:
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules. ICML 2019: 2731-2741 - [c210]Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora:
Communication-efficient Distributed SGD with Sketching. NeurIPS 2019: 13144-13154 - [c209]Qifan Pu, Shivaram Venkataraman, Ion Stoica:
Shuffling, Fast and Slow: Scalable Analytics on Serverless Infrastructure. NSDI 2019: 193-206 - [c208]Anurag Khandelwal, Rachit Agarwal, Ion Stoica:
Confluo: Distributed Monitoring and Diagnosis Stack for High-speed Networks. NSDI 2019: 421-436 - [c207]Vidit Saxena, Joakim Jaldén, Joseph E. Gonzalez, Mats Bengtsson, Hugo M. Tullberg, Ion Stoica:
Contextual Multi-Armed Bandits for Link Adaptation in Cellular Networks. NetAI@SIGCOMM 2019: 44-49 - [c206]Eric Liang, Hang Zhu, Xin Jin, Ion Stoica:
Neural packet classification. SIGCOMM 2019: 256-269 - [c205]Stephanie Wang, John Liagouris, Robert Nishihara, Philipp Moritz, Ujval Misra, Alexey Tumanov, Ion Stoica:
Lineage stash: fault tolerance off the critical path. SOSP 2019: 338-352 - [c204]Wenting Zheng, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica:
Helen: Maliciously Secure Coopetitive Learning for Linear Models. IEEE Symposium on Security and Privacy 2019: 724-738 - [c203]Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica:
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. USENIX ATC 2019 - [i47]Paras Jain, Xiangxi Mo, Ajay Jain, Harikaran Subbaraj, Rehan Sohail Durrani, Alexey Tumanov, Joseph Gonzalez, Ion Stoica:
Dynamic Space-Time Scheduling for GPU Inference. CoRR abs/1901.00041 (2019) - [i46]Ameer Haj Ali, Qijing Huang, William S. Moses, John Xiang, Ion Stoica, Krste Asanovic, John Wawrzynek:
AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning. CoRR abs/1901.04615 (2019) - [i45]Zaoxing Liu, Zhihao Bai, Zhenming Liu, Xiaozhou Li, Changhoon Kim, Vladimir Braverman, Xin Jin, Ion Stoica:
DistCache: Provable Load Balancing for Large-Scale Storage Systems with Distributed Caching. CoRR abs/1901.08200 (2019) - [i44]Paras Jain, Xiangxi Mo, Ajay Jain, Alexey Tumanov, Joseph E. Gonzalez, Ion Stoica:
The OoO VLIW JIT Compiler for GPU Inference. CoRR abs/1901.10008 (2019) - [i43]Eric Jonas, Johann Schleier-Smith, Vikram Sreekanti, Chia-Che Tsai, Anurag Khandelwal, Qifan Pu, Vaishaal Shankar, João Carreira, Karl Krauth, Neeraja Jayant Yadwadkar, Joseph E. Gonzalez, Raluca Ada Popa, Ion Stoica, David A. Patterson:
Cloud Programming Simplified: A Berkeley View on Serverless Computing. CoRR abs/1902.03383 (2019) - [i42]Eric Liang, Hang Zhu, Xin Jin, Ion Stoica:
Neural Packet Classification. CoRR abs/1902.10319 (2019) - [i41]Vidit Saxena, Joakim Jaldén, Joseph E. Gonzalez, Ion Stoica, Hugo M. Tullberg:
Constrained Thompson Sampling for Wireless Link Optimization. CoRR abs/1902.11102 (2019) - [i40]Nikita Ivkin, Daniel Rothchild, Enayat Ullah, Vladimir Braverman, Ion Stoica, Raman Arora:
Communication-efficient distributed SGD with Sketching. CoRR abs/1903.04488 (2019) - [i39]Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Randall Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar:
SysML: The New Frontier of Machine Learning Systems. CoRR abs/1904.03257 (2019) - [i38]Hang Zhu, Zhihao Bai, Jialin Li, Ellis Michael, Dan R. K. Ports, Ion Stoica, Xin Jin:
Harmonia: Near-Linear Scalability for Replicated Storage with In-Network Conflict Detection. CoRR abs/1904.08964 (2019) - [i37]Zongheng Yang, Eric Liang, Amog Kamsetty, Chenggang Wu, Yan Duan, Xi Chen, Pieter Abbeel, Joseph M. Hellerstein, Sanjay Krishnan, Ion Stoica:
Selectivity Estimation with Deep Likelihood Models. CoRR abs/1905.04278 (2019) - [i36]Daniel Ho, Eric Liang, Ion Stoica, Pieter Abbeel, Xi Chen:
Population Based Augmentation: Efficient Learning of Augmentation Policy Schedules. CoRR abs/1905.05393 (2019) - [i35]Wenting Zheng, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica:
Helen: Maliciously Secure Coopetitive Learning for Linear Models. CoRR abs/1907.07212 (2019) - [i34]Ameer Haj-Ali, Nesreen K. Ahmed, Theodore L. Willke, Joseph Gonzalez, Krste Asanovic, Ion Stoica:
Deep Reinforcement Learning in System Optimization. CoRR abs/1908.01275 (2019) - [i33]Ameer Haj-Ali, Nesreen K. Ahmed, Theodore L. Willke, Yakun Sophia Shao, Krste Asanovic, Ion Stoica:
NeuroVectorizer: End-to-End Vectorization with Deep Reinforcement Learning. CoRR abs/1909.13639 (2019) - [i32]Paras Jain, Ajay Jain, Aniruddha Nrusimha, Amir Gholami, Pieter Abbeel, Kurt Keutzer, Ion Stoica, Joseph E. Gonzalez:
Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization. CoRR abs/1910.02653 (2019) - [i31]Guanhua Wang, Shivaram Venkataraman, Amar Phanishayee, Jorgen Thelin, Nikhil R. Devanur, Ion Stoica:
Blink: Fast and Generic Collectives for Distributed ML. CoRR abs/1910.04940 (2019) - [i30]Hasan Genc, Ameer Haj-Ali, Vighnesh Iyer, Alon Amid, Howard Mao, John Charles Wright, Colin Schmidt, Jerry Zhao, Albert J. Ou, Max Banister, Yakun Sophia Shao, Borivoje Nikolic, Ion Stoica, Krste Asanovic:
Gemmini: An Agile Systolic Array Generator Enabling Systematic Evaluations of Deep-Learning Architectures. CoRR abs/1911.09925 (2019) - [i29]Michael Luo, Jiahao Yao, Richard Liaw, Eric Liang, Ion Stoica:
IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks. CoRR abs/1912.00167 (2019) - [i28]Roy Fox, Richard Shin, William Paul, Yitian Zou, Dawn Song, Ken Goldberg, Pieter Abbeel, Ion Stoica:
Hierarchical Variational Imitation Learning of Control Programs. CoRR abs/1912.12612 (2019) - 2018
- [c202]Anand Padmanabha Iyer, Aurojit Panda, Shivaram Venkataraman, Mosharaf Chowdhury, Aditya Akella, Scott Shenker, Ion Stoica:
Bridging the GAP: towards approximate graph analytics. GRADES/NDA@SIGMOD/PODS 2018: 10:1-10:5 - [c201]Anand Padmanabha Iyer, Zaoxing Liu, Xin Jin, Shivaram Venkataraman, Vladimir Braverman, Ion Stoica:
Towards Fast and Scalable Graph Pattern Mining. HotCloud 2018 - [c200]Anand Padmanabha Iyer, Aurojit Panda, Mosharaf Chowdhury, Aditya Akella, Scott Shenker, Ion Stoica:
Monarch: Gaining Command on Geo-Distributed Graph Analytics. HotCloud 2018 - [c199]Roy Fox, Richard Shin, Sanjay Krishnan, Ken Goldberg, Dawn Song, Ion Stoica:
Parametrized Hierarchical Procedures for Neural Programming. ICLR (Poster) 2018 - [c198]Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Ken Goldberg, Joseph Gonzalez, Michael I. Jordan, Ion Stoica:
RLlib: Abstractions for Distributed Reinforcement Learning. ICML 2018: 3059-3068 - [c197]Anand Padmanabha Iyer, Li Erran Li, Mosharaf Chowdhury, Ion Stoica:
Mitigating the Latency-Accuracy Trade-off in Mobile Data Analytics Systems. MobiCom 2018: 513-528 - [c196]Xin Jin, Xiaozhou Li, Haoyu Zhang, Nate Foster, Jeongkeun Lee, Robert Soulé, Changhoon Kim, Ion Stoica:
NetChain: Scale-Free Sub-RTT Coordination. NSDI 2018: 35-49 - [c195]Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, Melih Elibol, Zongheng Yang, William Paul, Michael I. Jordan, Ion Stoica:
Ray: A Distributed Framework for Emerging AI Applications. OSDI 2018: 561-577 - [c194]Anand Padmanabha Iyer, Zaoxing Liu, Xin Jin, Shivaram Venkataraman, Vladimir Braverman, Ion Stoica:
ASAP: Fast, Approximate Graph Pattern Mining at Scale. OSDI 2018: 745-761 - [c193]Junchen Jiang, Ganesh Ananthanarayanan, Peter Bodík, Siddhartha Sen, Ion Stoica:
Chameleon: scalable adaptation of video analytics. SIGCOMM 2018: 253-266 - [c192]Michael Armbrust, Tathagata Das, Joseph Torres, Burak Yavuz, Shixiong Zhu, Reynold Xin, Ali Ghodsi, Ion Stoica, Matei Zaharia:
Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark. SIGMOD Conference 2018: 601-613 - [c191]Howard Wu, Wenting Zheng, Alessandro Chiesa, Raluca Ada Popa, Ion Stoica:
DIZK: A Distributed Zero Knowledge Proof System. USENIX Security Symposium 2018: 675-692 - [i27]Xin Jin, Xiaozhou Li, Haoyu Zhang, Nate Foster, Jeongkeun Lee, Robert Soulé, Changhoon Kim, Ion Stoica:
NetChain: Scale-Free Sub-RTT Coordination (Extended Version). CoRR abs/1802.08236 (2018) - [i26]Vladimir Feinberg, Alvin Wan, Ion Stoica, Michael I. Jordan, Joseph E. Gonzalez, Sergey Levine:
Model-Based Value Estimation for Efficient Model-Free Reinforcement Learning. CoRR abs/1803.00101 (2018) - [i25]Richard Liaw, Eric Liang, Robert Nishihara, Philipp Moritz, Joseph E. Gonzalez, Ion Stoica:
Tune: A Research Platform for Distributed Model Selection and Training. CoRR abs/1807.05118 (2018) - [i24]Sanjay Krishnan, Zongheng Yang, Ken Goldberg, Joseph M. Hellerstein, Ion Stoica:
Learning to Optimize Join Queries With Deep Reinforcement Learning. CoRR abs/1808.03196 (2018) - [i23]Vaishaal Shankar, Karl Krauth, Qifan Pu, Eric Jonas, Shivaram Venkataraman, Ion Stoica, Benjamin Recht, Jonathan Ragan-Kelley:
numpywren: serverless linear algebra. CoRR abs/1810.09679 (2018) - [i22]Daniel Crankshaw, Gur-Eyal Sela, Corey Zumar, Xiangxi Mo, Joseph E. Gonzalez, Ion Stoica, Alexey Tumanov:
InferLine: ML Inference Pipeline Composition Framework. CoRR abs/1812.01776 (2018) - [i21]Howard Wu, Wenting Zheng, Alessandro Chiesa, Raluca Ada Popa, Ion Stoica:
DIZK: A Distributed Zero Knowledge Proof System. IACR Cryptol. ePrint Arch. 2018: 691 (2018) - 2017
- [c190]Eric Jonas, Qifan Pu, Shivaram Venkataraman, Ion Stoica, Benjamin Recht:
Occupy the cloud: distributed computing for the 99%. SoCC 2017: 445-451 - [c189]Anand Padmanabha Iyer, Ion Stoica:
A scalable distributed spatial index for the internet-of-things. SoCC 2017: 548-560 - [c188]Junchen Jiang, Vyas Sekar, Ion Stoica, Hui Zhang:
Unleashing the Potential of Data-Driven Networking. COMSNETS (Revised Selected Papers and Invited Papers) 2017: 110-126 - [c187]Sanjay Krishnan, Roy Fox, Ion Stoica, Ken Goldberg:
DDCO: Discovery of Deep Continuous Options for Robot Learning from Demonstrations. CoRL 2017: 418-437 - [c186]Wenting Zheng, Frank H. Li, Raluca Ada Popa, Ion Stoica, Rachit Agarwal:
MiniCrypt: Reconciling Encryption and Compression for Big Data Stores. EuroSys 2017: 191-204 - [c185]Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Mehrdad Niknami, Michael I. Jordan, Ion Stoica:
Real-Time Machine Learning: The Missing Pieces. HotOS 2017: 106-110 - [c184]Anand Padmanabha Iyer, Li Erran Li, Ion Stoica:
Automating Diagnosis of Cellular Radio Access Network Problems. MobiCom 2017: 79-87 - [c183]Wenting Zheng, Ankur Dave, Jethro G. Beekman, Raluca Ada Popa, Joseph E. Gonzalez, Ion Stoica:
Opaque: An Oblivious and Encrypted Distributed Analytics Platform. NSDI 2017: 283-298 - [c182]Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica:
Clipper: A Low-Latency Online Prediction Serving System. NSDI 2017: 613-627 - [c181]Anurag Khandelwal, Zongheng Yang, Evan Ye, Rachit Agarwal, Ion Stoica:
ZipG: A Memory-efficient Graph Store for Interactive Queries. SIGMOD Conference 2017: 1149-1164 - [c180]Xin Jin, Xiaozhou Li, Haoyu Zhang, Robert Soulé, Jeongkeun Lee, Nate Foster, Changhoon Kim, Ion Stoica:
NetCache: Balancing Key-Value Stores with Fast In-Network Caching. SOSP 2017: 121-136 - [c179]Shivaram Venkataraman, Aurojit Panda, Kay Ousterhout, Michael Armbrust, Ali Ghodsi, Michael J. Franklin, Benjamin Recht, Ion Stoica:
Drizzle: Fast and Adaptable Stream Processing at Scale. SOSP 2017: 374-389 - [i20]Eric Jonas, Shivaram Venkataraman, Ion Stoica, Benjamin Recht:
Occupy the Cloud: Distributed Computing for the 99%. CoRR abs/1702.04024 (2017) - [i19]Robert Nishihara, Philipp Moritz, Stephanie Wang, Alexey Tumanov, William Paul, Johann Schleier-Smith, Richard Liaw, Michael I. Jordan, Ion Stoica:
Real-Time Machine Learning: The Missing Pieces. CoRR abs/1703.03924 (2017) - [i18]Roy Fox, Sanjay Krishnan, Ion Stoica, Ken Goldberg:
Multi-Level Discovery of Deep Options. CoRR abs/1703.08294 (2017) - [i17]Sanjay Krishnan, Roy Fox, Ion Stoica, Ken Goldberg:
DDCO: Discovery of Deep Continuous Options forRobot Learning from Demonstrations. CoRR abs/1710.05421 (2017) - [i16]Ion Stoica, Dawn Song, Raluca Ada Popa, David A. Patterson, Michael W. Mahoney, Randy H. Katz, Anthony D. Joseph, Michael I. Jordan, Joseph M. Hellerstein, Joseph E. Gonzalez, Ken Goldberg, Ali Ghodsi, David E. Culler, Pieter Abbeel:
A Berkeley View of Systems Challenges for AI. CoRR abs/1712.05855 (2017) - [i15]Philipp Moritz, Robert Nishihara, Stephanie Wang, Alexey Tumanov, Richard Liaw, Eric Liang, William Paul, Michael I. Jordan, Ion Stoica:
Ray: A Distributed Framework for Emerging AI Applications. CoRR abs/1712.05889 (2017) - [i14]Eric Liang, Richard Liaw, Robert Nishihara, Philipp Moritz, Roy Fox, Joseph Gonzalez, Ken Goldberg, Ion Stoica:
Ray RLLib: A Composable and Scalable Reinforcement Learning Library. CoRR abs/1712.09381 (2017) - 2016
- [j44]Matei Zaharia, Reynold S. Xin, Patrick Wendell, Tathagata Das, Michael Armbrust, Ankur Dave, Xiangrui Meng, Josh Rosen, Shivaram Venkataraman, Michael J. Franklin, Ali Ghodsi, Joseph Gonzalez, Scott Shenker, Ion Stoica:
Apache Spark: a unified engine for big data processing. Commun. ACM 59(11): 56-65 (2016) - [j43]Ion Stoica:
Trends and Challenges in Big Data Processing. Proc. VLDB Endow. 9(13): 1619 (2016) - [j42]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Scalable Atomic Visibility with RAMP Transactions. ACM Trans. Database Syst. 41(3): 15:1-15:45 (2016) - [c178]Gautam Kumar, Ganesh Ananthanarayanan, Sylvia Ratnasamy, Ion Stoica:
Hold 'em or fold 'em?: aggregation queries under performance variations. EuroSys 2016: 7:1-7:14 - [c177]Anand Padmanabha Iyer, Li Erran Li, Tathagata Das, Ion Stoica:
Time-evolving graph processing at scale. GRADES 2016: 5 - [c176]Junchen Jiang, Vyas Sekar, Henry Milner, Davis Shepherd, Ion Stoica, Hui Zhang:
CFA: A Practical Prediction System for Video QoE Optimization. NSDI 2016: 137-150 - [c175]Shivaram Venkataraman, Zongheng Yang, Michael J. Franklin, Benjamin Recht, Ion Stoica:
Ernest: Efficient Performance Prediction for Large-Scale Advanced Analytics. NSDI 2016: 363-378 - [c174]Qifan Pu, Haoyuan Li, Matei Zaharia, Ali Ghodsi, Ion Stoica:
FairRide: Near-Optimal, Fair Cache Sharing. NSDI 2016: 393-406 - [c173]Mosharaf Chowdhury, Zhenhua Liu, Ali Ghodsi, Ion Stoica:
HUG: Multi-Resource Fairness for Correlated and Elastic Demands. NSDI 2016: 407-424 - [c172]Anurag Khandelwal, Rachit Agarwal, Ion Stoica:
BlowFish: Dynamic Storage-Performance Tradeoff in Data Stores. NSDI 2016: 485-500 - [c171]K. V. Rashmi, Mosharaf Chowdhury, Jack Kosaian, Ion Stoica, Kannan Ramchandran:
EC-Cache: Load-Balanced, Low-Latency Cluster Caching with Online Erasure Coding. OSDI 2016: 401-417 - [c170]Shivaram Venkataraman, Zongheng Yang, Davies Liu, Eric Liang, Hossein Falaki, Xiangrui Meng, Reynold Xin, Ali Ghodsi, Michael J. Franklin, Ion Stoica, Matei Zaharia:
SparkR: Scaling R Programs with Spark. SIGMOD Conference 2016: 1099-1104 - [c169]Kai Zeng, Sameer Agarwal, Ion Stoica:
iOLAP: Managing Uncertainty for Efficient Incremental OLAP. SIGMOD Conference 2016: 1347-1361 - [c168]Philipp Moritz, Robert Nishihara, Ion Stoica, Michael I. Jordan:
SparkNet: Training Deep Networks in Spark. ICLR (Poster) 2016 - [i13]Anand Padmanabha Iyer, Ion Stoica, Mosharaf Chowdhury, Li Erran Li:
Fast and Accurate Performance Analysis of LTE Radio Access Networks. CoRR abs/1605.04652 (2016) - [i12]Daniel Crankshaw, Xin Wang, Giulio Zhou, Michael J. Franklin, Joseph E. Gonzalez, Ion Stoica:
Clipper: A Low-Latency Online Prediction Serving System. CoRR abs/1612.03079 (2016) - 2015
- [j41]Michael Armbrust, Tathagata Das, Aaron Davidson, Ali Ghodsi, Andrew Or, Josh Rosen, Ion Stoica, Patrick Wendell, Reynold Xin, Matei Zaharia:
Scaling Spark in the Real World: Performance and Usability. Proc. VLDB Endow. 8(12): 1840-1843 (2015) - [j40]Brighten Godfrey, Matthew Caesar, Ian Haken, Yaron Singer, Scott Shenker, Ion Stoica:
Stabilizing Route Selection in BGP. IEEE/ACM Trans. Netw. 23(1): 282-299 (2015) - [c167]Ion Stoica:
Conquering Big Data with Spark. IEEE BigData 2015: 3 - [c166]David Zats, Anand Padmanabha Iyer, Ganesh Ananthanarayanan, Rachit Agarwal, Randy H. Katz, Ion Stoica, Amin Vahdat:
FastLane: making short flows shorter with agile drop notification. SoCC 2015: 84-96 - [c165]Aditya Ganjam, Faisal Siddiqui, Jibin Zhan, Xi Liu, Ion Stoica, Junchen Jiang, Vyas Sekar, Hui Zhang:
C3: Internet-Scale Control Plane for Video Quality Optimization. NSDI 2015: 131-144 - [c164]Anand P. Iyer, Li Erran Li, Ion Stoica:
CellIQ : Real-Time Cellular Network Analytics at Scale. NSDI 2015: 309-322 - [c163]Rachit Agarwal, Anurag Khandelwal, Ion Stoica:
Succinct: Enabling Queries on Compressed Data. NSDI 2015: 337-350 - [c162]Mosharaf Chowdhury, Ion Stoica:
Efficient Coflow Scheduling Without Prior Knowledge. SIGCOMM 2015: 393-406 - [c161]Qifan Pu, Ganesh Ananthanarayanan, Peter Bodík, Srikanth Kandula, Aditya Akella, Paramvir Bahl, Ion Stoica:
Low Latency Geo-distributed Data Analytics. SIGCOMM 2015: 421-434 - [c160]Kai Zeng, Sameer Agarwal, Ankur Dave, Michael Armbrust, Ion Stoica:
G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data. SIGMOD Conference 2015: 913-918 - [c159]Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity. SIGMOD Conference 2015: 1327-1342 - [i11]Joseph E. Gonzalez, Peter Bailis, Michael I. Jordan, Michael J. Franklin, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica:
Asynchronous Complex Analytics in a Distributed Dataflow Architecture. CoRR abs/1510.07092 (2015) - 2014
- [j39]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Quantifying eventual consistency with PBS. Commun. ACM 57(8): 93-102 (2014) - [j38]Tom Anderson, Ken Birman, Robert M. Broberg, Matthew Caesar, Douglas Comer, Chase Cotton, Michael J. Freedman, Andreas Haeberlen, Zachary G. Ives, Arvind Krishnamurthy, William H. Lehr, Boon Thau Loo, David Mazières, Antonio Nicolosi, Jonathan M. Smith, Ion Stoica, Robbert van Renesse, Michael Walfish, Hakim Weatherspoon, Christopher S. Yoo:
A brief overview of the NEBULA future internet architecture. Comput. Commun. Rev. 44(3): 81-86 (2014) - [j37]Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Coordination Avoidance in Database Systems. Proc. VLDB Endow. 8(3): 185-196 (2014) - [j36]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Quantifying eventual consistency with PBS. VLDB J. 23(2): 279-302 (2014) - [c158]Haoyuan Li, Ali Ghodsi, Matei Zaharia, Scott Shenker, Ion Stoica:
Tachyon: Reliable, Memory Speed Storage for Cluster Computing Frameworks. SoCC 2014: 6:1-6:15 - [c157]Tathagata Das, Yuan Zhong, Ion Stoica, Scott Shenker:
Adaptive Stream Processing using Dynamic Batch Sizing. SoCC 2014: 16:1-16:13 - [c156]Junchen Jiang, Xi Liu, Vyas Sekar, Ion Stoica, Hui Zhang:
EONA: Experience-Oriented Network Architecture. HotNets 2014: 11:1-11:7 - [c155]Ganesh Ananthanarayanan, Michael Chien-Chun Hung, Xiaoqi Ren, Ion Stoica, Adam Wierman, Minlan Yu:
GRASS: Trimming Stragglers in Approximation Analytics. NSDI 2014: 289-302 - [c154]Shivaram Venkataraman, Aurojit Panda, Ganesh Ananthanarayanan, Michael J. Franklin, Ion Stoica:
The Power of Choice in Data-Aware Cluster Scheduling. OSDI 2014: 301-316 - [c153]Joseph E. Gonzalez, Reynold S. Xin, Ankur Dave, Daniel Crankshaw, Michael J. Franklin, Ion Stoica:
GraphX: Graph Processing in a Distributed Dataflow Framework. OSDI 2014: 599-613 - [c152]Mosharaf Chowdhury, Yuan Zhong, Ion Stoica:
Efficient coflow scheduling with Varys. SIGCOMM 2014: 443-454 - [c151]Ion Stoica:
Conquering big data with spark and BDAS. SIGMETRICS 2014: 193 - [c150]Peter Bailis, Alan D. Fekete, Joseph M. Hellerstein, Ali Ghodsi, Ion Stoica:
Scalable atomic visibility with RAMP transactions. SIGMOD Conference 2014: 27-38 - [c149]Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael I. Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica:
Knowing when you're wrong: building fast and reliable approximate query processing systems. SIGMOD Conference 2014: 481-492 - [c148]Jun Suzuki, Shivaram Venkataraman, Sameer Agarwal, Michael J. Franklin, Ion Stoica:
Record Placement Based on Data Skew Using Solid State Drives. BPOE@ASPLOS/VLDB 2014: 181-193 - [e6]Ratul Mahajan, Ion Stoica:
Proceedings of the 11th USENIX Symposium on Networked Systems Design and Implementation, NSDI 2014, Seattle, WA, USA, April 2-4, 2014. USENIX Association 2014, ISBN 978-1-931971-09-6 [contents] - [i10]Peter Bailis, Alan D. Fekete, Michael J. Franklin, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Coordination-Avoiding Database Systems. CoRR abs/1402.2237 (2014) - [i9]Reynold S. Xin, Daniel Crankshaw, Ankur Dave, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica:
GraphX: Unifying Data-Parallel and Graph-Parallel Analytics. CoRR abs/1402.2394 (2014) - 2013
- [j35]Florin Dobrian, Asad Awan, Dilip Antony Joseph, Aditya Ganjam, Jibin Zhan, Vyas Sekar, Ion Stoica, Hui Zhang:
Understanding the impact of video quality on user engagement. Commun. ACM 56(3): 91-99 (2013) - [j34]Peter Bailis, Aaron Davidson, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Highly Available Transactions: Virtues and Limitations. Proc. VLDB Endow. 7(3): 181-192 (2013) - [c147]Arka Aloke Bhattacharya, David E. Culler, Eric J. Friedman, Ali Ghodsi, Scott Shenker, Ion Stoica:
Hierarchical scheduling for diverse datacenter workloads. SoCC 2013: 4:1-4:15 - [c146]Junchen Jiang, Vyas Sekar, Ion Stoica, Hui Zhang:
Shedding light on the structure of internet video quality problems in the wild. CoNEXT 2013: 357-368 - [c145]Cristian Zamfir, Gautam Altekar, Ion Stoica:
Automating the debugging of datacenter applications with ADDA. DSN 2013: 1-12 - [c144]Sameer Agarwal, Barzan Mozafari, Aurojit Panda, Henry Milner, Samuel Madden, Ion Stoica:
BlinkDB: queries with bounded errors and bounded response times on very large data. EuroSys 2013: 29-42 - [c143]Ali Ghodsi, Matei Zaharia, Scott Shenker, Ion Stoica:
Choosy: max-min fair sharing for datacenter jobs with constraints. EuroSys 2013: 365-378 - [c142]Tom Anderson, Ken Birman, Robert M. Broberg, Matthew Caesar, Douglas Comer, Chase Cotton, Michael J. Freedman, Andreas Haeberlen, Zachary G. Ives, Arvind Krishnamurthy, William H. Lehr, Boon Thau Loo, David Mazières, Antonio Nicolosi, Jonathan M. Smith, Ion Stoica, Robbert van Renesse, Michael Walfish, Hakim Weatherspoon, Christopher S. Yoo:
The NEBULA Future Internet Architecture. Future Internet Assembly 2013: 16-26 - [c141]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
HAT, Not CAP: Towards Highly Available Transactions. HotOS 2013 - [c140]Kay Ousterhout, Aurojit Panda, Josh Rosen, Shivaram Venkataraman, Reynold Xin, Sylvia Ratnasamy, Scott Shenker, Ion Stoica:
The Case for Tiny Tasks in Compute Clusters. HotOS 2013 - [c139]Ariel Kleiner, Ameet Talwalkar, Sameer Agarwal, Ion Stoica, Michael I. Jordan:
A general bootstrap performance diagnostic. KDD 2013: 419-427 - [c138]Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica:
Effective Straggler Mitigation: Attack of the Clones. NSDI 2013: 185-198 - [c137]Adam J. Oliner, Anand P. Iyer, Ion Stoica, Eemil Lagerspetz, Sasu Tarkoma:
Carat: collaborative energy diagnosis for mobile devices. SenSys 2013: 10:1-10:14 - [c136]Mosharaf Chowdhury, Srikanth Kandula, Ion Stoica:
Leveraging endpoint flexibility in data-intensive clusters. SIGCOMM 2013: 231-242 - [c135]Athula Balachandran, Vyas Sekar, Aditya Akella, Srinivasan Seshan, Ion Stoica, Hui Zhang:
Developing a predictive model of quality of experience for internet video. SIGCOMM 2013: 339-350 - [c134]Reynold S. Xin, Joseph E. Gonzalez, Michael J. Franklin, Ion Stoica:
GraphX: a resilient distributed graph system on Spark. GRADES 2013: 2 - [c133]Reynold S. Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica:
Shark: SQL and rich analytics at scale. SIGMOD Conference 2013: 13-24 - [c132]Peter Bailis, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
Bolt-on causal consistency. SIGMOD Conference 2013: 761-772 - [c131]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
PBS at work: advancing data management with consistency metrics. SIGMOD Conference 2013: 1113-1116 - [c130]Kay Ousterhout, Patrick Wendell, Matei Zaharia, Ion Stoica:
Sparrow: distributed, low latency scheduling. SOSP 2013: 69-84 - [c129]Matei Zaharia, Tathagata Das, Haoyuan Li, Timothy Hunter, Scott Shenker, Ion Stoica:
Discretized streams: fault-tolerant streaming computation at scale. SOSP 2013: 423-438 - [i8]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
HAT, not CAP: Highly Available Transactions. CoRR abs/1302.0309 (2013) - [i7]Artur Andrzejak, Joachim Giesen, Raghu Ramakrishnan, Ion Stoica:
Parallel Data Analysis (Dagstuhl Seminar 13251). Dagstuhl Reports 3(6): 67-82 (2013) - 2012
- [j33]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Probabilistically Bounded Staleness for Practical Partial Quorums. Proc. VLDB Endow. 5(8): 776-787 (2012) - [j32]Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Anand P. Iyer, Samuel Madden, Ion Stoica:
Blink and It's Done: Interactive Queries on Very Large Data. Proc. VLDB Endow. 5(12): 1902-1905 (2012) - [j31]Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, James Murphy McCauley, Michael J. Franklin, Scott Shenker, Ion Stoica:
Fast and Interactive Analytics over Hadoop Data with Spark. login Usenix Mag. 37(4) (2012) - [c128]Andrew Wang, Shivaram Venkataraman, Sara Alspaugh, Randy H. Katz, Ion Stoica:
Cake: enabling high-level SLOs on shared storage systems. SoCC 2012: 14 - [c127]Peter Bailis, Alan D. Fekete, Ali Ghodsi, Joseph M. Hellerstein, Ion Stoica:
The potential dangers of causal consistency and an explicit solution. SoCC 2012: 22 - [c126]Ganesh Ananthanarayanan, Chris Douglas, Raghu Ramakrishnan, Sriram Rao, Ion Stoica:
True elasticity in multi-tenant data-intensive compute clusters. SoCC 2012: 24 - [c125]Minlan Yu, Wenjie Jiang, Haoyuan Li, Ion Stoica:
Tradeoffs in CDN designs for throughput oriented traffic. CoNEXT 2012: 145-156 - [c124]Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica:
Why Let Resources Idle? Aggressive Cloning of Jobs with Dolly. HotCloud 2012 - [c123]Gautam Kumar, Mosharaf Chowdhury, Sylvia Ratnasamy, Ion Stoica:
A Case for Performance-Centric Network Allocation. HotCloud 2012 - [c122]Andrew Wang, Shivaram Venkataraman, Sara Alspaugh, Ion Stoica, Randy H. Katz:
Sweet Storage SLOs with Frosting. HotCloud 2012 - [c121]Matei Zaharia, Tathagata Das, Haoyuan Li, Scott Shenker, Ion Stoica:
Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters. HotCloud 2012 - [c120]Mosharaf Chowdhury, Ion Stoica:
Coflow: a networking abstraction for cluster applications. HotNets 2012: 31-36 - [c119]Athula Balachandran, Vyas Sekar, Aditya Akella, Srinivasan Seshan, Ion Stoica, Hui Zhang:
A quest for an Internet video quality-of-experience metric. HotNets 2012: 97-102 - [c118]Matei Zaharia, Mosharaf Chowdhury, Tathagata Das, Ankur Dave, Justin Ma, Murphy McCauly, Michael J. Franklin, Scott Shenker, Ion Stoica:
Resilient Distributed Datasets: A Fault-Tolerant Abstraction for In-Memory Cluster Computing. NSDI 2012: 15-28 - [c117]Ganesh Ananthanarayanan, Ali Ghodsi, Andrew Warfield, Dhruba Borthakur, Srikanth Kandula, Scott Shenker, Ion Stoica:
PACMan: Coordinated Memory Caching for Parallel Jobs. NSDI 2012: 267-280 - [c116]Sameer Agarwal, Srikanth Kandula, Nicolas Bruno, Ming-Chuan Wu, Ion Stoica, Jingren Zhou:
Reoptimizing Data Parallel Computing. NSDI 2012: 281-294 - [c115]Ali Ghodsi, Vyas Sekar, Matei Zaharia, Ion Stoica:
Multi-resource fair queueing for packet processing. SIGCOMM 2012: 1-12 - [c114]Lucian Popa, Gautam Kumar, Mosharaf Chowdhury, Arvind Krishnamurthy, Sylvia Ratnasamy, Ion Stoica:
FairCloud: sharing the network in cloud computing. SIGCOMM 2012: 187-198 - [c113]Xi Liu, Florin Dobrian, Henry Milner, Junchen Jiang, Vyas Sekar, Ion Stoica, Hui Zhang:
A case for a coordinated internet video control plane. SIGCOMM 2012: 359-370 - [c112]Peter Bodík, Ishai Menache, Mosharaf Chowdhury, Pradeepkumar Mani, David A. Maltz, Ion Stoica:
Surviving failures in bandwidth-constrained datacenters. SIGCOMM 2012: 431-442 - [c111]Cliff Engle, Antonio Lupher, Reynold Xin, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica:
Shark: fast data analysis using coarse-grained distributed memory. SIGMOD Conference 2012: 689-692 - [c110]Lorenzo Martignoni, Pongsin Poosankam, Matei Zaharia, Jun Han, Stephen McCamant, Dawn Song, Vern Paxson, Adrian Perrig, Scott Shenker, Ion Stoica:
Cloud Terminal: Secure Access to Sensitive Applications from Untrusted Systems. USENIX ATC 2012: 165-182 - [i6]Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Samuel Madden, Ion Stoica:
BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data. CoRR abs/1203.5485 (2012) - [i5]Peter Bailis, Shivaram Venkataraman, Michael J. Franklin, Joseph M. Hellerstein, Ion Stoica:
Probabilistically Bounded Staleness for Practical Partial Quorums. CoRR abs/1204.6082 (2012) - [i4]Reynold Xin, Josh Rosen, Matei Zaharia, Michael J. Franklin, Scott Shenker, Ion Stoica:
Shark: SQL and Rich Analytics at Scale. CoRR abs/1211.6176 (2012) - 2011
- [j30]Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica:
Mesos: Flexible Resource Sharing for the Cloud. login Usenix Mag. 36(4) (2011) - [c109]Ganesh Ananthanarayanan, Sameer Agarwal, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Duke Harlan, Ed Harris:
Scarlett: coping with skewed content popularity in mapreduce clusters. EuroSys 2011: 287-300 - [c108]Matei Zaharia, Benjamin Hindman, Andy Konwinski, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica:
The Datacenter Needs an Operating System. HotCloud 2011 - [c107]Lucian Popa, Arvind Krishnamurthy, Sylvia Ratnasamy, Ion Stoica:
FairCloud: sharing the network in cloud computing. HotNets 2011: 22 - [c106]Ganesh Ananthanarayanan, Ali Ghodsi, Scott Shenker, Ion Stoica:
Disk-Locality in Datacenter Computing Considered Irrelevant. HotOS 2011 - [c105]Ali Ghodsi, Matei Zaharia, Benjamin Hindman, Andy Konwinski, Scott Shenker, Ion Stoica:
Dominant Resource Fairness: Fair Allocation of Multiple Resource Types. NSDI 2011 - [c104]Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ali Ghodsi, Anthony D. Joseph, Randy H. Katz, Scott Shenker, Ion Stoica:
Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center. NSDI 2011 - [c103]Mosharaf Chowdhury, Matei Zaharia, Justin Ma, Michael I. Jordan, Ion Stoica:
Managing data transfers in computer clusters with orchestra. SIGCOMM 2011: 98-109 - [c102]Florin Dobrian, Vyas Sekar, Asad Awan, Ion Stoica, Dilip Antony Joseph, Aditya Ganjam, Jibin Zhan, Hui Zhang:
Understanding the impact of video quality on user engagement. SIGCOMM 2011: 362-373 - [e5]Ion Stoica, John Wilkes:
3rd USENIX Workshop on Hot Topics in Cloud Computing, HotCloud'11, Portland, OR, USA, June 14-15, 2011. USENIX Association 2011 [contents] - [e4]Hari Balakrishnan, Dina Katabi, Aditya Akella, Ion Stoica:
Tenth ACM Workshop on Hot Topics in Networks (HotNets-X), HOTNETS '11, Cambridge, MA, USA - November 14 - 15, 2011. ACM 2011, ISBN 978-1-4503-1059-8 [contents] - [i3]Matei Zaharia, William J. Bolosky, Kristal Curtis, Armando Fox, David A. Patterson, Scott Shenker, Ion Stoica, Richard M. Karp, Taylor Sittler:
Faster and More Accurate Sequence Alignment with SNAP. CoRR abs/1111.5572 (2011) - 2010
- [j29]Michael Armbrust, Armando Fox, Rean Griffith, Anthony D. Joseph, Randy H. Katz, Andy Konwinski, Gunho Lee, David A. Patterson, Ariel Rabkin, Ion Stoica, Matei Zaharia:
A view of cloud computing. Commun. ACM 53(4): 50-58 (2010) - [c101]Lucian Popa, Sylvia Ratnasamy, Gianluca Iannaccone, Arvind Krishnamurthy, Ion Stoica:
A cost comparison of datacenter network architectures. CoNEXT 2010: 16 - [c100]Matei Zaharia, Dhruba Borthakur, Joydeep Sen Sarma, Khaled Elmeleegy, Scott Shenker, Ion Stoica:
Delay scheduling: a simple technique for achieving locality and fairness in cluster scheduling. EuroSys 2010: 265-278 - [c99]Matei Zaharia, Mosharaf Chowdhury, Michael J. Franklin, Scott Shenker, Ion Stoica:
Spark: Cluster Computing with Working Sets. HotCloud 2010 - [c98]Gautam Altekar, Ion Stoica:
Focus Replay Debugging Effort on the Control Plane. HotDep 2010 - [c97]Lucian Popa, Ali Ghodsi, Ion Stoica:
HTTP as the narrow waist of the future internet. HotNets 2010: 6 - [c96]Lucian Popa, Minlan Yu, Steven Y. Ko, Sylvia Ratnasamy, Ion Stoica:
CloudPolice: taking access control out of the network. HotNets 2010: 7 - [c95]Ganesh Ananthanarayanan, Srikanth Kandula, Albert G. Greenberg, Ion Stoica, Yi Lu, Bikas Saha, Edward Harris:
Reining in the Outliers in Map-Reduce Clusters using Mantri. OSDI 2010: 265-278 - [c94]Lucian Popa, Norbert Egi, Sylvia Ratnasamy, Ion Stoica:
Building Extensible Networks with Rule-Based Forwarding. OSDI 2010: 379-392
2000 – 2009
- 2009
- [j28]Boon Thau Loo, Tyson Condie, Minos N. Garofalakis, David E. Gay, Joseph M. Hellerstein, Petros Maniatis, Raghu Ramakrishnan, Timothy Roscoe, Ion Stoica:
Declarative networking. Commun. ACM 52(11): 87-95 (2009) - [c93]Lucian Popa, Byung-Gon Chun, Ion Stoica, Jaideep Chandrashekar, Nina Taft:
Macroscope: end-point approach to networked application dependency discovery. CoNEXT 2009: 229-240 - [c92]Benjamin Hindman, Andy Konwinski, Matei Zaharia, Ion Stoica:
A Common Substrate for Cluster Computing. HotCloud 2009 - [c91]Lucian Popa, Ion Stoica, Sylvia Ratnasamy:
Rule-based Forwarding (RBF): Improving Internet's flexibility and security. HotNets 2009 - [c90]Ganesh Ananthanarayanan, Ion Stoica:
Blue-Fi: enhancing Wi-Fi performance using bluetooth signals. MobiSys 2009: 249-262 - [c89]Brighten Godfrey, Igor Ganichev, Scott Shenker, Ion Stoica:
Pathlet routing. SIGCOMM 2009: 111-122 - [c88]Gautam Altekar, Ion Stoica:
ODR: output-deterministic replay for multicore debugging. SOSP 2009: 193-206 - 2008
- [j27]Dilip Antony Joseph, Ion Stoica:
Modeling middleboxes. IEEE Netw. 22(5): 20-25 (2008) - [j26]Karthik Lakshminarayanan, Daniel Adkins, Adrian Perrig, Ion Stoica:
Securing user-controlled routing infrastructures. IEEE/ACM Trans. Netw. 16(3): 549-561 (2008) - [j25]Yong Xia, Lakshminarayanan Subramanian, Ion Stoica, Shivkumar Kalyanaraman:
One more bit is enough. IEEE/ACM Trans. Netw. 16(6): 1281-1294 (2008) - [c87]Prabal Dutta, Razvan Musaloiu-Elefteri, Ion Stoica, Andreas Terzis:
Wireless ACK Collisions Not Considered Harmful. HotNets 2008: 19-24 - [c86]Philip Brighten Godfrey, Scott Shenker, Ion Stoica:
Pathlet Routing. HotNets 2008: 97-102 - [c85]Ananth Rao, Ion Stoica:
Adaptive Distributed Time-Slot Based Scheduling for Fairness in Multi-Hop Wireless Networks. ICDCS 2008: 874-882 - [c84]Matei Zaharia, Andy Konwinski, Anthony D. Joseph, Randy H. Katz, Ion Stoica:
Improving MapReduce Performance in Heterogeneous Environments. OSDI 2008: 29-42 - [c83]Rodrigo Fonseca, Prabal Dutta, Philip Alexander Levis, Ion Stoica:
Quanto: Tracking Energy in Networked Embedded Systems. OSDI 2008: 323-338 - [c82]Dilip Antony Joseph, Arsalan Tavakoli, Ion Stoica:
A policy-aware switching layer for data centers. SIGCOMM 2008: 51-62 - [e3]Victor Bahl, David Wetherall, Stefan Savage, Ion Stoica:
Proceedings of the ACM SIGCOMM 2008 Conference on Applications, Technologies, Architectures, and Protocols for Computer Communications, Seattle, WA, USA, August 17-22, 2008. ACM 2008, ISBN 978-1-60558-175-0 [contents] - 2007
- [j24]Michal Feldman, John Chuang, Ion Stoica, Scott Shenker:
Hidden-Action in Network Routing. IEEE J. Sel. Areas Commun. 25(6): 1161-1172 (2007) - [j23]Bo Li, Susu Xie, Gabriel Yik Keung, Jiangchuan Liu, Ion Stoica, Hui Zhang, Xinyan Zhang:
An Empirical Study of the Coolstreaming+ System. IEEE J. Sel. Areas Commun. 25(9): 1627-1639 (2007) - [c81]Dilip Antony Joseph, Nikhil Shetty, John Chuang, Ion Stoica:
Modeling the adoption of new network architectures. CoNEXT 2007: 5 - [c80]Anwitaman Datta, Ion Stoica, Michael J. Franklin:
LagOver: Latency Gradated Overlays. ICDCS 2007: 13 - [c79]Jorge Ortiz, Chris R. Baker, Daekyeong Moon, Rodrigo Fonseca, Ion Stoica:
Beacon location service: a location service for point-to-point routing in wireless sensor networks. IPSN 2007: 166-175 - [c78]Xiaofan Jiang, Prabal Dutta, David E. Culler, Ion Stoica:
Micro power meter for energy monitoring of wireless sensor networks at scale. IPSN 2007: 186-195 - [c77]Lucian Popa, Afshin Rostamizadeh, Richard M. Karp, Christos H. Papadimitriou, Ion Stoica:
Balancing traffic load in wireless networks with curveball routing. MobiHoc 2007: 170-179 - [c76]Rodrigo Fonseca, George Porter, Randy H. Katz, Scott Shenker, Ion Stoica:
X-Trace: A Pervasive Network Tracing Framework. NSDI 2007 - [c75]Dennis Geels, Gautam Altekar, Petros Maniatis, Timothy Roscoe, Ion Stoica:
Friday: Global Comprehension for Distributed Replay. NSDI 2007 - [c74]Animesh Nandi, Aditya Ganjam, Peter Druschel, T. S. Eugene Ng, Ion Stoica, Hui Zhang, Bobby Bhattacharjee:
SAAR: A Shared Control Plane for Overlay Multicast. NSDI 2007 - [c73]David Chu, Lucian Popa, Arsalan Tavakoli, Joseph M. Hellerstein, Philip Alexander Levis, Scott Shenker, Ion Stoica:
The design and implementation of a declarative sensor network system. SenSys 2007: 175-188 - [c72]Sukun Kim, Rodrigo Fonseca, Prabal Dutta, Arsalan Tavakoli, David E. Culler, Philip Alexander Levis, Scott Shenker, Ion Stoica:
Flush: a reliable bulk transport protocol for multihop wireless networks. SenSys 2007: 351-365 - [c71]Teemu Koponen, Mohit Chawla, Byung-Gon Chun, Andrey Ermolinskiy, Kye Hyun Kim, Scott Shenker, Ion Stoica:
A data-oriented (and beyond) network architecture. SIGCOMM 2007: 181-192 - [c70]Karthik Lakshminarayanan, Matthew Caesar, Murali Rangan, Tom Anderson, Scott Shenker, Ion Stoica:
Achieving convergence-free routing using failure-carrying packets. SIGCOMM 2007: 241-252 - [c69]Ryan Huebsch, Minos N. Garofalakis, Joseph M. Hellerstein, Ion Stoica:
Sharing aggregate computation for distributed queries. SIGMOD Conference 2007: 485-496 - 2006
- [j22]Karthik Lakshminarayanan, Ananth Rao, Ion Stoica, Scott Shenker:
End-host controlled multicast routing. Comput. Networks 50(6): 807-825 (2006) - [j21]Michal Feldman, Christos H. Papadimitriou, John Chuang, Ion Stoica:
Free-riding and whitewashing in peer-to-peer systems. IEEE J. Sel. Areas Commun. 24(5): 1010-1019 (2006) - [j20]Sonesh Surana, Brighten Godfrey, Karthik Lakshminarayanan, Richard M. Karp, Ion Stoica:
Load balancing in dynamic structured peer-to-peer systems. Perform. Evaluation 63(3): 217-240 (2006) - [c68]Lucian Popa, Costin Raiciu, Ion Stoica, David S. Rosenblum:
Reducing Congestion Effects in Wireless Networks by Multipath Routing. ICNP 2006: 96-105 - [c67]Michael J. Freedman, Ion Stoica, David Mazières, Scott Shenker:
Group Therapy for Systems: Using Link Attestations to Manage Failures. IPTPS 2006 - [c66]Dilip Antony Joseph, Jayanthkumar Kannan, Ayumu Kubota, Karthik Lakshminarayanan, Ion Stoica, Klaus Wehrle:
OCALA: An Architecture for Supporting Legacy Applications over Overlays. NSDI 2006 - [c65]Cheng Tien Ee, Rodrigo Fonseca, Sukun Kim, Daekyeong Moon, Arsalan Tavakoli, David E. Culler, Scott Shenker, Ion Stoica:
A Modular Network Layer for Sensornets. OSDI 2006: 249-262 - [c64]Brighten Godfrey, Scott Shenker, Ion Stoica:
Minimizing churn in distributed systems. SIGCOMM 2006: 147-158 - [c63]Matthew Caesar, Tyson Condie, Jayanthkumar Kannan, Karthik Lakshminarayanan, Ion Stoica:
ROFL: routing on flat labels. SIGCOMM 2006: 363-374 - [c62]Boon Thau Loo, Tyson Condie, Minos N. Garofalakis, David E. Gay, Joseph M. Hellerstein, Petros Maniatis, Raghu Ramakrishnan, Timothy Roscoe, Ion Stoica:
Declarative networking: language, execution and optimization. SIGMOD Conference 2006: 97-108 - [c61]Dennis Geels, Gautam Altekar, Scott Shenker, Ion Stoica:
Replay Debugging for Distributed Applications (Awarded Best Paper!). USENIX ATC, General Track 2006: 289-300 - [i2]Anthony D. Joseph, Ralf Steinmetz, Ion Stoica, Klaus Wehrle:
06131 Executive Summary -- Peer-to-Peer-Systems and -Applications. Peer-to-Peer-Systems and -Applications 2006 - [i1]Anthony D. Joseph, Ralf Steinmetz, Ion Stoica, Klaus Wehrle:
06131 Abstracts Collection -- Peer-to -Peer -Systems and -Applications. Peer-to-Peer-Systems and -Applications 2006 - 2005
- [j19]David D. Clark, Craig Partridge, Robert Braden, Bruce S. Davie, Sally Floyd, Van Jacobson, Dina Katabi, Greg Minshall, K. K. Ramakrishnan, Timothy Roscoe, Ion Stoica, John Wroclawski, Lixia Zhang:
Making the world (of communications) a different place. Comput. Commun. Rev. 35(3): 91-96 (2005) - [j18]Shelley Zhuang, Kevin Lai, Ion Stoica, Randy H. Katz, Scott Shenker:
Host Mobility Using an Internet Indirection Infrastructure. Wirel. Networks 11(6): 741-756 (2005) - [c60]Ryan Huebsch, Brent N. Chun, Joseph M. Hellerstein, Boon Thau Loo, Petros Maniatis, Timothy Roscoe, Scott Shenker, Ion Stoica, Aydan R. Yumerefendi:
The Architecture of PIER: an Internet-Scale Query Processor. CIDR 2005: 28-43 - [c59]Michael J. Freedman, Karthik Lakshminarayanan, Ion Stoica:
Non-Transitive Connectivity and DHTs. WORLDS 2005 - [c58]Dario Rossi, Ion Stoica:
Gambling heuristic on a chord ring. GLOBECOM 2005: 6 - [c57]David E. Culler, Prabal Dutta, Cheng Tien Ee, Rodrigo Fonseca, Jonathan Hui, Philip Alexander Levis, Joseph Polastre, Scott Shenker, Ion Stoica, Gilman Tolle, Jerry Zhao:
Towards a Sensor Network Architecture: Lowering the Waistline. HotOS 2005 - [c56]Brighten Godfrey, Ion Stoica:
Heterogeneity and load balance in distributed hash tables. INFOCOM 2005: 596-606 - [c55]Shelley Zhuang, Dennis Geels, Ion Stoica, Randy H. Katz:
On failure detection algorithms in overlay networks. INFOCOM 2005: 2112-2123 - [c54]Randy H. Katz, George Porter, Scott Shenker, Ion Stoica, Mel Tsai:
COPS: Quality of Service vs. Any Service at All. IWQoS 2005: 3-15 - [c53]Ananth Rao, Ion Stoica:
An overlay MAC layer for 802.11 networks. MobiSys 2005: 135-148 - [c52]Rodrigo Fonseca, Sylvia Ratnasamy, Jerry Zhao, Cheng Tien Ee, David E. Culler, Scott Shenker, Ion Stoica:
Beacon Vector Routing: Scalable Point-to-Point Routing in Wireless Sensornets. NSDI 2005 - [c51]Lakshminarayanan Subramanian, Randy H. Katz, Volker Roth, Scott Shenker, Ion Stoica:
Reliable broadcast in unknown fixed-identity networks. PODC 2005: 342-351 - [c50]Joseph Polastre, Jonathan Hui, Philip Alexander Levis, Jerry Zhao, David E. Culler, Scott Shenker, Ion Stoica:
A unifying link abstraction for wireless sensor networks. SenSys 2005: 76-89 - [c49]Lakshminarayanan Subramanian, Matthew Caesar, Cheng Tien Ee, Mark Handley, Zhuoqing Morley Mao, Scott Shenker, Ion Stoica:
HLP: a next generation inter-domain routing protocol. SIGCOMM 2005: 13-24 - [c48]Yong Xia, Lakshminarayanan Subramanian, Ion Stoica, Shivkumar Kalyanaraman:
One more bit is enough. SIGCOMM 2005: 37-48 - [c47]Sean C. Rhea, Brighten Godfrey, Brad Karp, John Kubiatowicz, Sylvia Ratnasamy, Scott Shenker, Ion Stoica, Harlan Yu:
OpenDHT: a public DHT service and its uses. SIGCOMM 2005: 73-84 - [c46]Boon Thau Loo, Joseph M. Hellerstein, Ion Stoica, Raghu Ramakrishnan:
Declarative routing: extensible routing with declarative queries. SIGCOMM 2005: 289-300 - [c45]Michal Feldman, John Chuang, Ion Stoica, Scott Shenker:
Hidden-action in multi-hop routing. EC 2005: 117-126 - [c44]Dan Dumitriu, Edward W. Knightly, Aleksandar Kuzmanovic, Ion Stoica, Willy Zwaenepoel:
Denial-of-service resilience in peer-to-peer file sharing systems. SIGMETRICS 2005: 38-49 - [c43]Boon Thau Loo, Tyson Condie, Joseph M. Hellerstein, Petros Maniatis, Timothy Roscoe, Ion Stoica:
Implementing declarative overlays. SOSP 2005: 75-90 - [c42]Jayanthkumar Kannan, Lakshminarayanan Subramanian, Ion Stoica, Randy H. Katz:
Analyzing Cooperative Containment of Fast Scanning Worms. SRUTI 2005 - 2004
- [b1]Ion Stoica:
Stateless Core: A Scalable Approach for Quality of Service in the Internet, Winning Thesis of the 2001 ACM Doctoral Dissertation Competition. Lecture Notes in Computer Science 2979, Springer 2004, ISBN 3-540-21960-9 - [j17]Karthik Lakshminarayanan, Daniel Adkins, Adrian Perrig, Ion Stoica:
Taming IP packet flooding attacks. Comput. Commun. Rev. 34(1): 45-50 (2004) - [j16]Ion Stoica, Daniel Adkins, Shelley Zhuang, Scott Shenker, Sonesh Surana:
Internet indirection infrastructure. IEEE/ACM Trans. Netw. 12(2): 205-218 (2004) - [c41]Byung-Gon Chun, Rodrigo Fonseca, Ion Stoica, John Kubiatowicz:
Characterizing Selfishly Constructed Overlay Routing Networks. INFOCOM 2004: 1329-1339 - [c40]Brighten Godfrey, Karthik Lakshminarayanan, Sonesh Surana, Richard M. Karp, Ion Stoica:
Load Balancing in Dynamic Structured P2P Systems. INFOCOM 2004: 2253-2262 - [c39]Boon Thau Loo, Ryan Huebsch, Ion Stoica, Joseph M. Hellerstein:
The Case for a Hybrid P2P Search Infrastructure. IPTPS 2004: 141-150 - [c38]Karthik Lakshminarayanan, Ion Stoica, Klaus Wehrle:
Support for service composition in i3. ACM Multimedia 2004: 108-111 - [c37]Lakshminarayanan Subramanian, Ion Stoica, Hari Balakrishnan, Randy H. Katz:
OverQoS: An Overlay Based Architecture for Enhancing Internet QoS. NSDI 2004: 71-84 - [c36]Lakshminarayanan Subramanian, Volker Roth, Ion Stoica, Scott Shenker, Randy H. Katz:
Listen and Whisper: Security Mechanisms for BGP (Awarded Best Student Paper!). NSDI 2004: 127-140 - [c35]Karthik Lakshminarayanan, Daniel Adkins, Adrian Perrig, Ion Stoica:
Brief announcement: towards a secure indirection infrastructure. PODC 2004: 383 - [c34]Hari Balakrishnan, Karthik Lakshminarayanan, Sylvia Ratnasamy, Scott Shenker, Ion Stoica, Michael Walfish:
A layered naming architecture for the internet. SIGCOMM 2004: 343-352 - [c33]Michal Feldman, Kevin Lai, Ion Stoica, John Chuang:
Robust incentive techniques for peer-to-peer networks. EC 2004: 102-111 - [c32]Brent N. Chun, Joseph M. Hellerstein, Ryan Huebsch, Shawn R. Jeffery, Boon Thau Loo, Sam Mardanbeigi, Timothy Roscoe, Sean C. Rhea, Scott Shenker, Ion Stoica:
Querying at Internet-Scale. SIGMOD Conference 2004: 935-936 - [c31]Boon Thau Loo, Joseph M. Hellerstein, Ryan Huebsch, Scott Shenker, Ion Stoica:
Enhancing P2P File-Sharing with an Internet-Scale Query Processor. VLDB 2004: 432-443 - 2003
- [j15]Hari Balakrishnan, M. Frans Kaashoek, David R. Karger, Robert Tappan Morris, Ion Stoica:
Looking up data in P2P systems. Commun. ACM 46(2): 43-48 (2003) - [j14]Lakshminarayanan Subramanian, Ion Stoica, Hari Balakrishnan, Randy H. Katz:
OverQoS: offering Internet QoS using overlays. Comput. Commun. Rev. 33(1): 11-16 (2003) - [j13]Thomas E. Anderson, Scott Shenker, Ion Stoica, David Wetherall:
Design guidelines for robust Internet protocols. Comput. Commun. Rev. 33(1): 125-130 (2003) - [j12]Marco Mellia, Ion Stoica, Hui Zhang:
TCP-aware packet marking in networks with DiffServ support. Comput. Networks 42(1): 81-100 (2003) - [j11]Ion Stoica, Robert Tappan Morris, David Liben-Nowell, David R. Karger, M. Frans Kaashoek, Frank Dabek, Hari Balakrishnan:
Chord: a scalable peer-to-peer lookup protocol for internet applications. IEEE/ACM Trans. Netw. 11(1): 17-32 (2003) - [j10]Ion Stoica, Scott Shenker, Hui Zhang:
Core-stateless fair queueing: a scalable architecture to approximate fair bandwidth allocations in high-speed networks. IEEE/ACM Trans. Netw. 11(1): 33-46 (2003) - [c30]Frank Dabek, Ben Y. Zhao, Peter Druschel, John Kubiatowicz, Ion Stoica:
Towards a Common API for Structured Peer-to-Peer Overlays. IPTPS 2003: 33-44 - [c29]Ananth Rao, Karthik Lakshminarayanan, Sonesh Surana, Richard M. Karp, Ion Stoica:
Load Balancing in Structured P2P Systems. IPTPS 2003: 68-79 - [c28]Ananth Rao, Christos H. Papadimitriou, Scott Shenker, Ion Stoica:
Geographic routing without location information. MobiCom 2003: 96-108 - [c27]Shelley Zhuang, Kevin Lai, Ion Stoica, Randy H. Katz, Scott Shenker:
Host Mobility Using an Internet Indirection Infrastructure. MobiSys 2003: 129-144 - [c26]P. Krishna Gummadi, Ramakrishna Gummadi, Steven D. Gribble, Sylvia Ratnasamy, Scott Shenker, Ion Stoica:
The impact of DHT routing geometry on resilience and proximity. SIGCOMM 2003: 381-394 - [c25]Ryan Huebsch, Joseph M. Hellerstein, Nick Lanham, Boon Thau Loo, Scott Shenker, Ion Stoica:
Querying the Internet with PIER. VLDB 2003: 321-332 - [e2]M. Frans Kaashoek, Ion Stoica:
Peer-to-Peer Systems II, Second International Workshop, IPTPS 2003, Berkeley, CA, USA, February 21-22,2003, Revised Papers. Lecture Notes in Computer Science 2735, Springer 2003, ISBN 3-540-40724-3 [contents] - [e1]Kevin Jeffay, Ion Stoica, Klaus Wehrle:
Quality of Service - IWQoS 2003, 11th International Workshop, Berkeley, CA, USA, June 2-4, 2003, Proceedings. Lecture Notes in Computer Science 2707, Springer 2003, ISBN 3-540-40281-0 [contents] - 2002
- [j9]Marco Mellia, Hui Zhang, Ion Stoica:
TCP model for short lived flows. IEEE Commun. Lett. 6(2): 85-87 (2002) - [c24]Weidong Cui, Ion Stoica, Randy H. Katz:
Backup Path Allocation Based on a Correlated Link Failure Probability Model in Overlay Networks. ICNP 2002: 236 - [c23]Ion Stoica, Hui Zhang, Scott Shenker:
Self-Verifying CSFQ. INFOCOM 2002: 21-30 - [c22]Sylvia Ratnasamy, Ion Stoica, Scott Shenker:
Routing Algorithms for DHTs: Some Open Questions. IPTPS 2002: 45-52 - [c21]Ion Stoica, Daniel Adkins, Sylvia Ratnasamy, Scott Shenker, Sonesh Surana, Shelley Zhuang:
Internet Indirection Infrastructure. IPTPS 2002: 191-202 - [c20]Matthew Harren, Joseph M. Hellerstein, Ryan Huebsch, Boon Thau Loo, Scott Shenker, Ion Stoica:
Complex Queries in DHT-based Peer-to-Peer Networks. IPTPS 2002: 242-259 - [c19]Bhaskaran Raman, Sharad Agarwal, Yan Chen, Matthew Caesar, Weidong Cui, Per Johansson, Kevin Lai, Tal Lavian, Sridhar Machiraju, Zhuoqing Morley Mao, George Porter, Timothy Roscoe, Mukund Seshadri, Jimmy S. Shih, Keith Sklower, Lakshminarayanan Subramanian, Takashi Suzuki, Shelley Zhuang, Anthony D. Joseph, Randy H. Katz, Ion Stoica:
The SAHARA Model for Service Composition across Multiple Providers. Pervasive 2002: 1-14 - [c18]Ion Stoica, Daniel Adkins, Shelley Zhuang, Scott Shenker, Sonesh Surana:
Internet indirection infrastructure. SIGCOMM 2002: 73-86 - 2001
- [c17]Marco Mellia, Ion Stoica, Hui Zhang:
Packet marking for Web traffic in networks with RIO routers. GLOBECOM 2001: 1828-1833 - [c16]Frank Dabek, Emma Brunskill, M. Frans Kaashoek, David R. Karger, Robert Tappan Morris, Ion Stoica, Hari Balakrishnan:
Building peer-to-peer systems with Chord, a distributed lookup service. HotOS 2001: 81-86 - [c15]Ion Stoica, Robert Tappan Morris, David R. Karger, M. Frans Kaashoek, Hari Balakrishnan:
Chord: A scalable peer-to-peer lookup service for internet applications. SIGCOMM 2001: 149-160 - [c14]Frank Dabek, M. Frans Kaashoek, David R. Karger, Robert Tappan Morris, Ion Stoica:
Wide-Area Cooperative Storage with CFS. SOSP 2001: 202-215 - [c13]T. S. Eugene Ng, Ion Stoica, Hui Zhang:
A Waypoint Service Approach to Connect Heterogeneous Internet Address Spaces. USENIX ATC, General Track 2001: 319-332 - 2000
- [j8]Ion Stoica, Hui Zhang, T. S. Eugene Ng:
A hierarchical fair service curve algorithm for link-sharing, real-time, and priority services. IEEE/ACM Trans. Netw. 8(2): 185-199 (2000) - [c12]Ion Stoica, T. S. Eugene Ng, Hui Zhang:
REUNITE: A Recursive Unicast Approach to Multicast. INFOCOM 2000: 1644-1653 - [c11]Lee Breslau, Edward W. Knightly, Scott Shenker, Ion Stoica, Hui Zhang:
Endpoint admission control: Architectural issues and performance. SIGCOMM 2000: 57-69
1990 – 1999
- 1999
- [c10]Ion Stoica, Hui Zhang:
Providing Guaranteed Services without Per Flow Management. SIGCOMM 1999: 81-94 - [c9]T. S. Eugene Ng, Donpaul C. Stephens, Ion Stoica, Hui Zhang:
Supporting Best-Effort Traffic With Fair Service Curve. SIGMETRICS 1999: 218-219 - 1998
- [j7]Ion Stoica, Hussein M. Abdel-Wahab:
An efficient packet service algorithm for high-speed ATM switches. Comput. Commun. 21(9): 839-852 (1998) - [c8]T. S. Eugene Ng, Ion Stoica, Hui Zhang:
Packet Fair Queueing Algorithms for Wireless Networks with Location-Dependent Errors. INFOCOM 1998: 1103-1111 - [c7]Ion Stoica, Scott Shenker, Hui Zhang:
Core-Stateless Fair Queueing: Achieving Approximately Fair Bandwidth Allocations in High Speed Networks. SIGCOMM 1998: 118-130 - 1997
- [j6]Sanjoy K. Baruah, Johannes Gehrke, C. Greg Plaxton, Ion Stoica, Hussein M. Abdel-Wahab, Kevin Jeffay:
Fair On-Line Scheduling of a Dynamic Set of Tasks on a Single Resource. Inf. Process. Lett. 64(1): 43-51 (1997) - [j5]Hussein M. Abdel-Wahab, Ion Stoica, Florin Sultan, K. Wilson:
A Simple Algorithm for Computing Minimum Spanning Trees in the Internet. Inf. Sci. 101(1-2): 47-69 (1997) - [c6]Ion Stoica, Hui Zhang, T. S. Eugene Ng:
A Hierarchical Fair Service Curve Algorithm for Link-Sharing, Real-Time and Priority Services. SIGCOMM 1997: 249-262 - 1996
- [j4]Hussein M. Abdel-Wahab, Ion Stoica, Florin Sultan:
Universal Internet Conference Information System. Inf. Sci. 91(1): 33-48 (1996) - [j3]Ion Stoica, Florin Sultan, David E. Keyes:
A Hyperbolic Model for Communications in Layered Parallel Processing Environments. J. Parallel Distributed Comput. 39(1): 29-45 (1996) - [j2]Ion Stoica:
Time-optimal Algorithms for Generalized Dominance Computation and Related Problems on Mesh Connected Computers and Meshes with Multiple Broadcasting. Parallel Algorithms Appl. 8(3-4): 271-283 (1996) - [c5]Ion Stoica, Florin Sultan, David E. Keyes:
Evaluating the Hyperbolic Model on a Variety of Architectures. Euro-Par, Vol. II 1996: 387-396 - [c4]Ion Stoica, Alex Pothen:
A robust and flexible microeconomic scheduler for parallel computers. HiPC 1996: 406-412 - [c3]Ion Stoica, Hussein M. Abdel-Wahab, Kevin Jeffay, Sanjoy K. Baruah, Johannes Gehrke, C. Greg Plaxton:
A proportional share resource allocation algorithm for real-time, time-shared systems. RTSS 1996: 288-299 - 1995
- [j1]Ion Stoica:
A Time-Optimal Multiple-Query Nearest-Neighbor Algorithm on Meshes with Multiple Broadcasting. Int. J. Pattern Recognit. Artif. Intell. 9(4): 663-677 (1995) - [c2]Ion Stoica, Hussein M. Abdel-Wahab, Alex Pothen:
A Microeconomic Scheduler for Parallel Computers. JSSPP 1995: 200-218 - [c1]Ion Stoica, Florin Sultan, David E. Keyes:
Modeling Communication in Cluster Computing. PP 1995: 820-825
Coauthor Index
Peter Bailis
aka: Peter D. Bailis
aka: Peter D. Bailis
Kenneth Y. Goldberg
aka: Ken Goldberg
aka: Ken Goldberg
Joseph Gonzalez 0001
aka: Joseph E. Gonzalez
aka: Joseph E. Gonzalez
[c304] [c303] [c302] [c296] [c294] [c293] [i136] [i133] [i132] [i130] [i126] [i124] [i121] [i119] [i116] [i113] [i112] [j61] [j60] [c286] [c285] [c284] [c283] [c280] [c277] [c276] [c274] [i107] [i106] [i105] [i104] [i103] [i102] [i101] [i99] [i98] [i97] [i96] [c272] [c270] [c269] [c268] [c265] [c262] [i92] [i91] [i89] [i88] [i86] [i85] [i84] [i80] [j57] [c259] [c257] [c256] [c254] [c251] [c249] [c248] [c246] [c244] [c243] [c242] [c241] [c239] [i77] [i76] [i75] [i74] [i72] [i71] [c234] [c231] [c230] [c226] [c225] [c224] [c223] [c219] [i66] [i62] [i60] [i58] [i56] [i53] [i51] [c214] [c207] [c204] [i47] [i44] [i43] [i41] [i39] [i35] [i34] [i32] [c198] [i26] [i25] [i22] [c183] [c182] [i16] [i14] [j44] [i12] [i11] [c153] [i9] [c134]
Ameer Haj-Ali
aka: Ameer Haj Ali
aka: Ameer Haj Ali
Anand Padmanabha Iyer
aka: Anand P. Iyer
aka: Anand P. Iyer
Raluca A. Popa
aka: Raluca Ada Popa
aka: Raluca Ada Popa
[c305] [c295] [c291] [i112] [i110] [c282] [i89] [j56] [c253] [c202] [c200] [j44] [j40] [c158] [c157] [c147] [c143] [c140] [c138] [c133] [c129] [j31] [c124] [c121] [c118] [c117] [c111] [c110] [i4] [j30] [c108] [c106] [c105] [c104] [i3] [c100] [c99] [c89] [c86] [j24] [c76] [c73] [c72] [c71] [c70] [j22] [c67] [c65] [c64] [c61] [j18] [c60] [c57] [c54] [c52] [c51] [c50] [c49] [c47] [c45] [j16] [c36] [c34] [c32] [c31] [j13] [j10] [c28] [c27] [c26] [c25] [c23] [c22] [c21] [c20] [c18] [c11] [c7]
Reynold Xin
aka: Reynold S. Xin
aka: Reynold S. Xin
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