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2020 – today
- 2024
[c69]Dayuan Chen, Noe Soto, Jonas F. Tuttle, Ziliang Zong:
Understanding Multi-Dimensional Efficiency of Fine-Tuning Large Language Models Using SpeedUp, MemoryUp, and EnergyUp. IPDPS (Workshops) 2024: 929-937- [e1]Rong N. Chang, Carl K. Chang, Jingwei Yang, Nimanthi L. Atukorala, Zhi Jin, Michael Sheng, Jing Fan, Kenneth Fletcher, Qiang He, Tevfik Kosar, Santonu Sarkar, Sreekrishnan Venkateswaran, Shangguang Wang, Xuanzhe Liu, Seetharami Seelam, Chandra Narayanaswami, Ziliang Zong:
17th IEEE International Conference on Cloud Computing, CLOUD 2024, Shenzhen, China, July 7-13, 2024. IEEE 2024, ISBN 979-8-3503-6853-6 [contents] - 2023
- [c68]Alexander Song
, Dayuan Chen, Ziliang Zong:
Unveiling the Truth: An Analysis of the Energy and Carbon Footprint of Training an OPT Model using DeepSpeed on the H100 GPU. IGSC 2023: 36-38 - 2022
- [j18]Blake W. Ford, Ziliang Zong:
A cost effective framework for analyzing cross-platform software energy efficiency. Sustain. Comput. Informatics Syst. 35: 100661 (2022) - [j17]Brad Everman, Maxim Gao, Ziliang Zong:
Evaluating and reducing cloud waste and cost - A data-driven case study from Azure workloads. Sustain. Comput. Informatics Syst. 35: 100708 (2022) - [c67]Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan:
Learning Omnidirectional Flow in 360$^\circ $ Video via Siamese Representation. ECCV (8) 2022: 557-574 - [c66]Yuzhang Shang, Dan Xu, Ziliang Zong, Liqiang Nie, Yan Yan:
Network Binarization via Contrastive Learning. ECCV (11) 2022: 586-602 - [c65]Yuzhang Shang, Dan Xu, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Retained Binary Neural Network. ECCV (11) 2022: 603-619 - [c64]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Win The Lottery Ticket Via Fourier Analysis: Frequencies Guided Network Pruning. ICASSP 2022: 4203-4207 - [c63]Debojyoti Biswas, M. M. Mahabubur Rahman, Ziliang Zong, Jelena Tesic:
Improving the Energy Efficiency of Real-time DNN Object Detection via Compression, Transfer Learning, and Scale Prediction. NAS 2022: 1-8 - [c62]Cody Blakeney, Gentry Atkinson, Nathaniel Huish, Yan Yan, Vangelis Metsis, Ziliang Zong:
Measuring Bias and Fairness in Multiclass Classification. NAS 2022: 1-6 - [i12]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Win the Lottery Ticket via Fourier Analysis: Frequencies Guided Network Pruning. CoRR abs/2201.12712 (2022) - [i11]Yuzhang Shang, Dan Xu, Ziliang Zong, Liqiang Nie, Yan Yan:
Network Binarization via Contrastive Learning. CoRR abs/2207.02970 (2022) - [i10]Yuzhang Shang, Dan Xu, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Retained Binary Neural Network. CoRR abs/2207.06540 (2022) - [i9]Keshav Bhandari, Bin Duan, Gaowen Liu, Hugo Latapie, Ziliang Zong, Yan Yan:
Learning Omnidirectional Flow in 360-degree Video via Siamese Representation. CoRR abs/2208.03620 (2022) - [i8]Cody Blakeney, Jessica Zosa Forde, Jonathan Frankle, Ziliang Zong, Matthew L. Leavitt:
Reduce, Reuse, Recycle: Improving Training Efficiency with Distillation. CoRR abs/2211.00683 (2022) - 2021
- [j16]Brad Everman, Narmadha Rajendran, Xiaomin Li, Ziliang Zong:
Improving the cost efficiency of large-scale cloud systems running hybrid workloads - A case study of Alibaba cluster traces. Sustain. Comput. Informatics Syst. 30: 100528 (2021) - [j15]Blake W. Ford, Ziliang Zong:
PortAuthority: Integrating energy efficiency analysis into cross-platform development cycles via dynamic program analysis. Sustain. Comput. Informatics Syst. 30: 100530 (2021) - [j14]Cody Blakeney, Xiaomin Li, Yan Yan, Ziliang Zong:
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression. IEEE Trans. Parallel Distributed Syst. 32(7): 1765-1776 (2021) - [c61]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Guided Knowledge Distillation. ICCV 2021: 10655-10664 - [c60]João Saraiva, Ziliang Zong, Rui Pereira:
Bringing Green Software to Computer Science Curriculum: Perspectives from Researchers and Educators. ITiCSE (1) 2021: 498-504 - [c59]Blake W. Ford, Apan Qasem, Jelena Tesic, Ziliang Zong:
Migrating Software from x86 to ARM Architecture: An Instruction Prediction Approach. NAS 2021: 1-6 - [c58]Michael Lujan, Michael McCrary, Blake W. Ford, Ziliang Zong:
Vulkan vs OpenGL ES: Performance and Energy Efficiency Comparison on the big.LITTLE Architecture. NAS 2021: 1-8 - [c57]Bin Duan, Hao Tang, Wei Wang, Ziliang Zong, Guowei Yang, Yan Yan:
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention. WACV 2021: 4012-4021 - [i7]Cody Blakeney, Nathaniel Huish, Yan Yan, Ziliang Zong:
Simon Says: Evaluating and Mitigating Bias in Pruned Neural Networks with Knowledge Distillation. CoRR abs/2106.07849 (2021) - [i6]Yuzhang Shang, Bin Duan, Ziliang Zong, Liqiang Nie, Yan Yan:
Lipschitz Continuity Guided Knowledge Distillation. CoRR abs/2108.12905 (2021) - [i5]Cody Blakeney, Gentry Atkinson, Nathaniel Huish, Yan Yan, Vangelis Metsis, Ziliang Zong:
Measure Twice, Cut Once: Quantifying Bias and Fairness in Deep Neural Networks. CoRR abs/2110.04397 (2021) - 2020
- [j13]Jihe Wang, Meikang Qiu, Bing Guo, Ziliang Zong:
Phase-Reconfigurable Shuffle Optimization for Hadoop MapReduce. IEEE Trans. Cloud Comput. 8(2): 418-431 (2020) - [c56]Cody Blakeney, Xiaomin Li, Yan Yan, Ziliang Zong:
Craft Distillation: Layer-wise Convolutional Neural Network Distillation. CSCloud/EdgeCom 2020: 252-257 - [c55]Albert Y. Zomaya, Ziliang Zong, Keke Gai:
Message from the Program Chairs EdgeCom 2020 CSCloud-EdgeCom 2020. CSCloud/EdgeCom 2020: XV - [c54]Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan:
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset. ICIP 2020: 266-270 - [c53]Keshav Bhandari, Ziliang Zong, Yan Yan:
Revisiting Optical Flow Estimation in 360 Videos. ICPR 2020: 8196-8203 - [c52]Cody Blakeney, Yan Yan, Ziliang Zong:
Is Pruning Compression?: Investigating Pruning Via Network Layer Similarity. WACV 2020: 903-911 - [i4]Bin Duan, Hao Tang, Wei Wang, Ziliang Zong, Guowei Yang, Yan Yan:
Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention. CoRR abs/2008.06581 (2020) - [i3]Keshav Bhandari, Ziliang Zong, Yan Yan:
Revisiting Optical Flow Estimation in 360 Videos. CoRR abs/2010.08045 (2020) - [i2]Keshav Bhandari, Mario A. DeLaGarza, Ziliang Zong, Hugo Latapie, Yan Yan:
Egok360: A 360 Egocentric Kinetic Human Activity Video Dataset. CoRR abs/2010.08055 (2020) - [i1]Cody Blakeney, Xiaomin Li, Yan Yan, Ziliang Zong:
Parallel Blockwise Knowledge Distillation for Deep Neural Network Compression. CoRR abs/2012.03096 (2020)
2010 – 2019
- 2019
- [j12]Divya Mahajan, Cody Blakeney, Ziliang Zong:
Improving the energy efficiency of relational and NoSQL databases via query optimizations. Sustain. Comput. Informatics Syst. 22: 120-133 (2019) - [c51]Xiang Li, Guangping Xu, Hao Fan, Hongli Lu, Bo Tang, Yanbing Xue, Ziliang Zong:
Improving Read Performance of LSM-Tree Based KV Stores via Dual Grained Caches. HPCC/SmartCity/DSS 2019: 841-848 - [c50]Michael Lujan, Michael Baum, Dayuan Chen, Ziliang Zong:
Evaluating the Performance and Energy Efficiency of OpenGL and Vulkan on a Graphics Rendering Server. ICNC 2019: 777-781 - 2018
- [c49]Brad Everman, Ziliang Zong:
GreenWeb: Hosting High-Load Websites Using Low-Power Servers. IGSC 2018: 1-6 - 2017
- [j11]Ziliang Zong, Rong Ge, Qijun Gu:
Marcher: A Heterogeneous System Supporting Energy-Aware High Performance Computing and Big Data Analytics. Big Data Res. 8: 27-38 (2017) - [c48]Divya Mahajan, Ziliang Zong:
Energy efficiency analysis of query optimizations on MongoDB and Cassandra. IGSC 2017: 1-6 - [c47]Sepideh Maleki, Cuijiao Fu, Arun Banotra, Ziliang Zong:
Understanding the impact of object oriented programming and design patterns on energy efficiency. IGSC 2017: 1-6 - 2016
- [j10]Keke Gai, Meikang Qiu, Hui Zhao, Lixin Tao, Ziliang Zong:
Dynamic energy-aware cloudlet-based mobile cloud computing model for green computing. J. Netw. Comput. Appl. 59: 46-54 (2016) - [c46]Da Li, Xinbo Chen, Michela Becchi, Ziliang Zong:
Evaluating the Energy Efficiency of Deep Convolutional Neural Networks on CPUs and GPUs. BDCloud-SocialCom-SustainCom 2016: 477-484 - [c45]Xinbo Chen, Ziliang Zong:
Android App Energy Efficiency: The Impact of Language, Runtime, Compiler, and Implementation. BDCloud-SocialCom-SustainCom 2016: 485-492 - 2015
- [j9]Meikang Qiu, Zhong Ming, Jiayin Li, Keke Gai, Ziliang Zong:
Phase-Change Memory Optimization for Green Cloud with Genetic Algorithm. IEEE Trans. Computers 64(12): 3528-3540 (2015) - [j8]Meikang Qiu, Zhi Chen, Jianwei Niu, Ziliang Zong, Gang Quan, Xiao Qin, Laurence T. Yang:
Data Allocation for Hybrid Memory With Genetic Algorithm. IEEE Trans. Emerg. Top. Comput. 3(4): 544-555 (2015) - [c44]Sarah Abdulsalam, Ziliang Zong, Qijun Gu, Meikang Qiu:
Using the Greenup, Powerup, and Speedup metrics to evaluate software energy efficiency. IGSC 2015: 1-8 - [c43]Anurag Gupta, Sanjeev Gupta, Rong Ge, Ziliang Zong:
CRUSH: Data collection and analysis framework for power capped data intensive computing. IGSC 2015: 1-6 - [c42]Donna Lakomski, Ziliang Zong, Tongdan Jin, Rong Ge:
Optimal balance between energy and performance in hybrid computing applications. IGSC 2015: 1-8 - [c41]Saami Rahman, Martin Burtscher, Ziliang Zong, Apan Qasem:
Maximizing Hardware Prefetch Effectiveness with Machine Learning. HPCC/CSS/ICESS 2015: 383-389 - [p1]Ziliang Zong:
Storing, Managing, and Analyzing Big Satellite Data: Experiences and Lessons Learned from a Real-World Application. Big Data - Algorithms, Analytics, and Applications 2015: 405-424 - 2014
- [j7]Ziliang Zong, Ribel Fares, Brian Romoser, Joal Wood:
FastStor: improving the performance of a large scale hybrid storage system via caching and prefetching. Clust. Comput. 17(2): 593-604 (2014) - [c40]Martin Burtscher, Ivan Zecena, Ziliang Zong:
Measuring GPU Power with the K20 Built-in Sensor. GPGPU@ASPLOS 2014: 28 - [c39]Rong Ge, Xizhou Feng, Martin Burtscher, Ziliang Zong:
PEACH: a model for performance and energy aware cooperative hybrid computing. Conf. Computing Frontiers 2014: 24:1-24:2 - [c38]Sarah Abdulsalam, Donna Lakomski, Qijun Gu, Tongdan Jin, Ziliang Zong:
Program energy efficiency: The impact of language, compiler and implementation choices. IGCC 2014: 1-6 - [c37]Li Tan, Longxiang Chen, Zizhong Chen, Ziliang Zong, Rong Ge, Dong Li:
HP-DAEMON: High Performance Distributed Adaptive Energy-efficient Matrix-multiplicatiON. ICCS 2014: 599-613 - [c36]Joal Wood, Ziliang Zong, Qijun Gu, Rong Ge:
Energy and Power Characterization of Parallel Programs Running on Intel Xeon Phi. ICPP Workshops 2014: 265-272 - [c35]Rong Ge, Xizhou Feng, Martin Burtscher, Ziliang Zong:
Performance and Energy Modeling for Cooperative Hybrid Computing. NAS 2014: 232-241 - 2013
- [c34]Joal Wood, Brian Romoser, Ivan Zecena, Ziliang Zong:
B-MAPS: a self-adaptive resource scheduling framework for heterogeneous cloud systems. CAC 2013: 19:1-19:2 - [c33]Li Tan, Longxiang Chen, Zizhong Chen, Ziliang Zong, Dong Li, Rong Ge:
Improving performance and energy efficiency of matrix multiplication via pipeline broadcast. CLUSTER 2013: 1-5 - [c32]Thomas Wirtz, Rong Ge, Ziliang Zong, Zizhong Chen:
Power and energy characteristics of MapReduce data movements. IGCC 2013: 1-7 - [c31]Ziliang Zong, Jonathan Bush, Rong Ge, Xin Li, Zizhong Chen:
Energy-Efficient Scheduling for Multicore Systems with Bounded Resources. GreenCom/iThings/CPScom 2013: 163-170 - [c30]Rong Ge, Ryan Vogt, Jahangir Majumder, Arif Alam, Martin Burtscher, Ziliang Zong:
Effects of Dynamic Voltage and Frequency Scaling on a K20 GPU. ICPP 2013: 826-833 - [c29]Brian Romoser, Ziliang Zong, Ribel Fares, Joal Wood, Rong Ge:
Using intelligent prefetching to reduce the energy consumption of a large-scale storage system. IPCCC 2013: 1-9 - [c28]Li Tan, Zizhong Chen, Ziliang Zong, Dong Li, Rong Ge:
A2E: Adaptively aggressive energy efficient DVFS scheduling for data intensive applications. IPCCC 2013: 1-10 - [c27]Ivan Zecena, Martin Burtscher, Tongdan Jin, Ziliang Zong:
Evaluating the performance and energy efficiency of n-body codes on multi-core CPUs and GPUs. IPCCC 2013: 1-8 - [c26]Yanheng Zhao, Xin Li, Zhiping Jia, Lei Ju, Ziliang Zong:
Dependency-Based Energy-Efficient Scheduling for Homogeneous Multi-core Clusters. TrustCom/ISPA/IUCC 2013: 1299-1306 - 2012
- [c25]Ivan Zecena, Ziliang Zong, Rong Ge, Tongdan Jin, Zizhong Chen, Meikang Qiu:
Energy consumption analysis of parallel sorting algorithms running on multicore systems. IGCC 2012: 1-6 - [c24]Longxiang Chen, Panruo Wu, Zizhong Chen, Rong Ge, Ziliang Zong:
Energy Efficient Parallel Matrix-Matrix Multiplication for DVFS-enabled Clusters. ICPP Workshops 2012: 239-245 - [c23]Rong Ge, Xizhou Feng, Thomas Wirtz, Ziliang Zong, Zizhong Chen:
eTune: A Power Analysis Framework for Data-Intensive Computing. ICPP Workshops 2012: 254-261 - [c22]Brian Romoser, Ribel Fares, Peter Janovics, Ziliang Zong:
Characterizing global user download behavior on a large-scale satellite image distribution system. IISWC 2012: 84-85 - [c21]Xiaojun Ruan, Ziliang Zong, Mohammed I. Alghamdi, Yun Tian, Xunfei Jiang, Xiao Qin:
Improving write performance by enhancing internal parallelism of Solid State Drives. IPCCC 2012: 266-274 - [c20]Brian Romoser, Ribel Fares, Peter Janovics, Xiaojun Ruan, Xiao Qin, Ziliang Zong:
Global workload characterization of a large scale satellite image distribution system. IPCCC 2012: 368-375 - [c19]Ribel Fares, Brian Romoser, Ziliang Zong, Mais Nijim, Xiao Qin:
Performance Evaluation of Traditional Caching Policies on a Large System with Petabytes of Data. NAS 2012: 227-234 - [c18]Ziliang Zong, Brian Romoser:
Architecture Design of a Data Intensive Satellite Image Processing and Distribution System. SC Companion 2012: 777-781 - 2011
- [j6]Gordon D. Standart, Kelsey R. Stulken, Xuesong Zhang, Ziliang Zong:
Geospatial visualization of global satellite images with Vis-EROS. Environ. Model. Softw. 26(7): 980-982 (2011) - [j5]Mais Nijim, Ziliang Zong, Shu Yin, Kiranmai Bellam, Xiao Qin:
Quality of security adaptation in parallel disk systems. J. Parallel Distributed Comput. 71(2): 288-301 (2011) - [j4]Ziliang Zong, Adam Manzanares, Xiaojun Ruan, Xiao Qin:
EAD and PEBD: Two Energy-Aware Duplication Scheduling Algorithms for Parallel Tasks on Homogeneous Clusters. IEEE Trans. Computers 60(3): 360-374 (2011) - [c17]Travis Kowalski, Kevin Israel, Ambu Sreedharan, Ziliang Zong:
Mobile learning experience in the calculus classroom. FIE 2011: 1 - [c16]Jonathan Bush, Matthew Kane, Kai Segrud, Damon R. Fick, Ziliang Zong:
An interactive approach to renewable energy research and education. FIE 2011: S3 - [c15]Ziliang Zong, Xiao Qin, Xiaojun Ruan, Mais Nijim:
Heat-based dynamic data caching: A load balancing strategy for energy-efficient parallel storage systems with buffer disks. MSST 2011: 1-6 - 2010
- [c14]Shu Yin, Mohammed I. Alghamdi, Xiaojun Ruan, Mais Nijim, Ashwin Tamilarasan, Ziliang Zong, Xiao Qin, Yiming Yang:
Improving Energy Efficiency and Security for Disk Systems. HPCC 2010: 442-449 - [c13]Mais Nijim, Ziliang Zong, Xiao Qin, Yousef Nijim:
Multi-layer Prefetching for Hybrid Storage Systems: Algorithms, Models, and Evaluations. ICPP Workshops 2010: 44-49 - [c12]Jiayin Li, Meikang Qiu, Jianwei Niu, Wenzhong Gao, Ziliang Zong, Xiao Qin:
Feedback Dynamic Algorithms for Preemptable Job Scheduling in Cloud Systems. Web Intelligence 2010: 561-564
2000 – 2009
- 2009
- [c11]Xiaojun Ruan, Adam Manzanares, Shu Yin, Ziliang Zong, Xiao Qin:
Performance Evaluation of Energy-Efficient Parallel I/O Systems with Write Buffer Disks. ICPP 2009: 164-171 - [c10]Xiaojun Ruan, Adam Manzanares, Kiranmai Bellam, Xiao Qin, Ziliang Zong:
DARAW: a new write buffer to improve parallel I/O energy-efficiency. SAC 2009: 299-304 - 2008
- [j3]Ziliang Zong, Mais Nijim, Adam Manzanares, Xiao Qin:
Energy efficient scheduling for parallel applications on mobile clusters. Clust. Comput. 11(1): 91-113 (2008) - [j2]Xiao Qin, Mohammed I. Alghamdi, Mais Nijim, Ziliang Zong, Kiranmai Bellam, Xiaojun Ruan, Adam Manzanares:
Improving Security of Real-Time Wireless Networks Through Packet Scheduling [Transactions Letters]. IEEE Trans. Wirel. Commun. 7(9): 3273-3279 (2008) - 2007
- [j1]Mais Nijim, Ziliang Zong, Xiao Qin:
StReD: A quality of security framework for storage resources in Data Grids. Future Gener. Comput. Syst. 23(6): 816-824 (2007) - [c9]Kiranmai Bellam, Ziliang Zong, Mohammed I. Alghamdi, Mais Nijim, Xiao Qin:
Integrating Fault Recovery and Quality of Security in Real-Time Systems. AINA Workshops (2) 2007: 500-505 - [c8]Kiranmai Bellam, Raghava K. Vudata, Xiao Qin, Ziliang Zong, Xiaojun Ruan, Mais Nijim:
Interplay of Security and Reliability using Non-uniform Checkpoints. ICCCN 2007: 663-668 - [c7]Xiaojun Ruan, Xiao Qin, Ziliang Zong, Kiranmai Bellam, Mais Nijim:
An Energy-Efficient Scheduling Algorithm Using Dynamic Voltage Scaling for Parallel Applications on Clusters. ICCCN 2007: 735-740 - [c6]Ziliang Zong, Xiao Qin, Xiaojun Ruan, Kiranmai Bellam, Mais Nijim, Mohammed I. Alghamdi:
Energy-Efficient Scheduling for Parallel Applications Running on Heterogeneous Clusters. ICPP 2007: 19 - [c5]Xiao Qin, Mohammed I. Alghamdi, Mais Nijim, Ziliang Zong, Kiranmai Bellam:
Scheduling of Periodic Packets in Energy-Aware Wireless Networks. IPCCC 2007: 210-217 - [c4]Ziliang Zong, Matt Briggs, Nick O'Connor, Xiao Qin:
An Energy-Efficient Framework for Large-Scale Parallel Storage Systems. IPDPS 2007: 1-7 - [c3]Ziliang Zong, Xiao Qin, Xiaojun Ruan, Kiranmai Bellam, Yiming Yang, Adam Manzanares:
A simulation framework for energy efficient data grids. WSC 2007: 1417-1423 - 2006
- [c2]Ziliang Zong, Adam Manzanares, Brian Stinar, Xiao Qin:
Energy-Aware Duplication Strategies for Scheduling Precedence-Constrained Parallel Tasks on Clusters. CLUSTER 2006 - 2004
- [c1]Weixing Bi, XuGang Wang, Ziliang Zong, Zheng Tang:
Modified Error Function with Added Terms for the Backpropagation Algorithm. ISNN (1) 2004: 338-343
Coauthor Index
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