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ORCIDASPLOS 2020: Lausanne, Switzerland
- James R. Larus, Luis Ceze, Karin Strauss:
ASPLOS '20: Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, March 16-20, 2020. ACM 2020, ISBN 978-1-4503-7102-5ASPLOS 2020 was canceled because of COVID-19.
Keynote 1: Big Data of the Past, from Venice to Europe.
- Frédéric Kaplan:
Big Data of the Past, from Venice to Europe. 1
Session 1A: Privacy and security in machine learning - In ML we trust???
- Fatemehsadat Mireshghallah, Mohammadkazem Taram, Prakash Ramrakhyani, Ali Jalali, Dean M. Tullsen
, Hadi Esmaeilzadeh:
Shredder: Learning Noise Distributions to Protect Inference Privacy. 3-18 - Xingbin Wang, Rui Hou, Boyan Zhao, Fengkai Yuan, Jun Zhang, Dan Meng, Xuehai Qian:
DNNGuard: An Elastic Heterogeneous DNN Accelerator Architecture against Adversarial Attacks. 19-34 - Jose Rodrigo Sanchez Vicarte, Benjamin Schreiber, Riccardo Paccagnella, Christopher W. Fletcher:
Game of Threads: Enabling Asynchronous Poisoning Attacks. 35-52
Session 1B: Edge/intermittent computing support - Life is too short!
- Jasper de Winkel, Carlo Delle Donne, Kasim Sinan Yildirim, Przemyslaw Pawelczak, Josiah D. Hester:
Reliable Timekeeping for Intermittent Computing. 53-67 - Harrison Williams, Xun Jian, Matthew Hicks:
Forget Failure: Exploiting SRAM Data Remanence for Low-overhead Intermittent Computation. 69-84 - Vito Kortbeek, Kasim Sinan Yildirim, Abu Bakar, Jacob Sorber, Josiah D. Hester, Przemyslaw Pawelczak:
Time-sensitive Intermittent Computing Meets Legacy Software. 85-99
Session 2A: Smart peripherals - Outside the box.
- Igor Smolyar, Alex Markuze, Boris Pismenny, Haggai Eran, Gerd Zellweger, Austin Bolen, Liran Liss, Adam Morrison, Dan Tsafrir:
IOctopus: Outsmarting Nonuniform DMA. 101-115 - Maroun Tork, Lina Maudlej, Mark Silberstein:
Lynx: A SmartNIC-driven Accelerator-centric Architecture for Network Servers. 117-131
Session 2B: Dynamic compilation - Who moved my cheese?
- David Williams-King, Hidenori Kobayashi, Kent Williams-King, Graham Patterson, Frank Spano, Yu Jian Wu, Junfeng Yang, Vasileios P. Kemerlis:
Egalito: Layout-Agnostic Binary Recompilation. 133-147 - Sara Achour, Martin C. Rinard:
Noise-Aware Dynamical System Compilation for Analog Devices with Legno. 149-166
Session 3A: ACID - Trippy!
- Omar S. Navarro Leija, Kelly Shiptoski, Ryan G. Scott, Baojun Wang, Nicholas Renner, Ryan R. Newton, Joseph Devietti:
Reproducible Containers. 167-182 - Umang Mathur, Mahesh Viswanathan:
Atomicity Checking in Linear Time using Vector Clocks. 183-199 - Antonios Katsarakis, Vasilis Gavrielatos, M. R. Siavash Katebzadeh, Arpit Joshi, Aleksandar Dragojevic, Boris Grot, Vijay Nagarajan:
Hermes: A Fast, Fault-Tolerant and Linearizable Replication Protocol. 201-217
Session 3B: Automata - Hopping around the states.
- Elaheh Sadredini, Reza Rahimi, Marzieh Lenjani, Mircea Stan, Kevin Skadron:
FlexAmata: A Universal and Efficient Adaption of Applications to Spatial Automata Processing Accelerators. 219-234 - Kevin Angstadt, Jean-Baptiste Jeannin, Westley Weimer:
Accelerating Legacy String Kernels via Bounded Automata Learning. 235-249 - Hongyuan Liu, Sreepathi Pai, Adwait Jog:
Why GPUs are Slow at Executing NFAs and How to Make them Faster. 251-265
Session 4A: Huge memories and distributed databases - Now I remember!
- Mark Mansi, Michael M. Swift:
∅sim: Preparing System Software for a World with Terabyte-scale Memories. 267-282 - Reto Achermann, Ashish Panwar, Abhishek Bhattacharjee, Timothy Roscoe, Jayneel Gandhi:
Mitosis: Transparently Self-Replicating Page-Tables for Large-Memory Machines. 283-300 - Laurent Bindschaedler, Ashvin Goel, Willy Zwaenepoel:
Hailstorm: Disaggregated Compute and Storage for Distributed LSM-based Databases. 301-316
Session 4B: Speculation and consistency - Brain teasers.
- Rui Zhang, Swarnendu Biswas, Vignesh Balaji, Michael D. Bond, Brandon Lucia:
Peacenik: Architecture Support for Not Failing under Fail-Stop Memory Consistency. 317-333 - Madhava Krishnan Ramanathan, Jaeho Kim, Ajit Mathew, Xinwei Fu, Anthony Demeri, Changwoo Min, Sudarsun Kannan:
Durable Transactional Memory Can Scale with Timestone. 335-349 - Sotiris Apostolakis, Ziyang Xu, Greg Chan, Simone Campanoni, David I. August:
Perspective: A Sensible Approach to Speculative Automatic Parallelization. 351-367
Session 5A: Frameworks for deep learning - Layering the ML cake.
- Xuan Yang, Mingyu Gao, Qiaoyi Liu, Jeff Setter, Jing Pu, Ankita Nayak, Steven Bell, Kaidi Cao, Heonjae Ha, Priyanka Raina, Christos Kozyrakis, Mark Horowitz:
Interstellar: Using Halide's Scheduling Language to Analyze DNN Accelerators. 369-383 - Xing Hu, Ling Liang, Shuangchen Li, Lei Deng, Pengfei Zuo, Yu Ji, Xinfeng Xie, Yufei Ding, Chang Liu, Timothy Sherwood, Yuan Xie:
DeepSniffer: A DNN Model Extraction Framework Based on Learning Architectural Hints. 385-399 - Qinyi Luo, Jiaao He, Youwei Zhuo, Xuehai Qian:
Prague: High-Performance Heterogeneity-Aware Asynchronous Decentralized Training. 401-416
Session 5B: Exotic architectures - Keep architecture weird!
- Elliot Lockerman, Axel Feldmann, Mohammad Bakhshalipour, Alexandru Stanescu, Shashwat Gupta, Daniel Sánchez, Nathan Beckmann:
Livia: Data-Centric Computing Throughout the Memory Hierarchy. 417-433 - Georgios Tzimpragos, Dilip Vasudevan, Nestan Tsiskaridze, George Michelogiannakis, Advait Madhavan, Jennifer Volk, John Shalf, Timothy Sherwood:
A Computational Temporal Logic for Superconducting Accelerators. 435-448 - Dongmoon Min, Ilkwon Byun, Gyu-hyeon Lee, Seongmin Na, Jangwoo Kim:
CryoCache: A Fast, Large, and Cost-Effective Cache Architecture for Cryogenic Computing. 449-464
Keynote 2: Current and projected needs for High Energy Physics Experiments (with a particular eye on CERN LHC)
- Tommaso Boccali:
Current and Projected Needs for High Energy Physics Experiments (with a Particular Eye on CERN LHC). 465
Session 6A: Datacenter/cloud power/performance - Managing the beast.
- Dong Du, Tianyi Yu, Yubin Xia, Binyu Zang, Guanglu Yan, Chenggang Qin, Qixuan Wu, Haibo Chen:
Catalyzer: Sub-millisecond Startup for Serverless Computing with Initialization-less Booting. 467-481 - Xiantao Zhang, Xiao Zheng, Zhi Wang, Hang Yang, Yibin Shen, Xin Long:
High-density Multi-tenant Bare-metal Cloud. 483-495 - Varun Sakalkar, Vasileios Kontorinis, David Landhuis, Shaohong Li, Darren De Ronde, Thomas Blooming, Anand Ramesh, James Kennedy, Christopher Malone, Jimmy Clidaras, Parthasarathy Ranganathan:
Data Center Power Oversubscription with a Medium Voltage Power Plane and Priority-Aware Capping. 497-511
Session 6B: Memory behavior - Where did I put it?
- Grant Ayers, Heiner Litz, Christos Kozyrakis, Parthasarathy Ranganathan:
Classifying Memory Access Patterns for Prefetching. 513-526 - Amin Ghasemazar, Prashant J. Nair, Mieszko Lis:
Thesaurus: Efficient Cache Compression via Dynamic Clustering. 527-540 - Martin Maas, David G. Andersen, Michael Isard, Mohammad Mahdi Javanmard, Kathryn S. McKinley, Colin Raffel:
Learning-based Memory Allocation for C++ Server Workloads. 541-556
Session 7A: Virtualized environments - Take the blue pill.
- Jin Tack Lim, Jason Nieh:
Optimizing Nested Virtualization Performance Using Direct Virtual Hardware. 557-574 - Konstantinos Tovletoglou, Lev Mukhanov, Dimitrios S. Nikolopoulos, Georgios Karakonstantis:
HaRMony: Heterogeneous-Reliability Memory and QoS-Aware Energy Management on Virtualized Servers. 575-590 - Huaicheng Li, Mingzhe Hao, Stanko Novakovic, Vaibhav Gogte, Sriram Govindan, Dan R. K. Ports, Irene Zhang, Ricardo Bianchini, Haryadi S. Gunawi, Anirudh Badam:
LeapIO: Efficient and Portable Virtual NVMe Storage on ARM SoCs. 591-605
Session 7B: Streaming computational models - In the flow!
- Junqiao Qiu, Lin Jiang, Zhijia Zhao:
Challenging Sequential Bitstream Processing via Principled Bitwise Speculation. 607-621 - Carson Hanel, Arif Arman, Di Xiao, John Keech, Dmitri Loguinov:
Vortex: Extreme-Performance Memory Abstractions for Data-Intensive Streaming Applications. 623-638 - James Thomas, Pat Hanrahan, Matei Zaharia:
Fleet: A Framework for Massively Parallel Streaming on FPGAs. 639-651
Session 8A: Speculation and security - Life after meltdown.
- Christian DeLozier, Kavya Lakshminarayanan, Gilles Pokam, Joseph Devietti:
Hurdle: Securing Jump Instructions Against Code Reuse Attacks. 653-666 - Tao Zhang, Kenneth Koltermann, Dmitry Evtyushkin:
Exploring Branch Predictors for Constructing Transient Execution Trojans. 667-682 - Shuwen Deng, Wenjie Xiong, Jakub Szefer:
A Benchmark Suite for Evaluating Caches' Vulnerability to Timing Attacks. 683-697
Session 8B: Evaluation techniques - Accelerating accelerator adoption.
- Jonathan Balkind, Katie Lim, Michael Schaffner, Fei Gao, Grigory Chirkov, Ang Li, Alexey Lavrov, Tri M. Nguyen, Yaosheng Fu, Florian Zaruba, Kunal Gulati, Luca Benini, David Wentzlaff:
BYOC: A "Bring Your Own Core" Framework for Heterogeneous-ISA Research. 699-714 - Sagar Karandikar, Albert J. Ou, Alon Amid, Howard Mao, Randy H. Katz, Borivoje Nikolic, Krste Asanovic:
FirePerf: FPGA-Accelerated Full-System Hardware/Software Performance Profiling and Co-Design. 715-731 - Akshitha Sriraman, Abhishek Dhanotia:
Accelerometer: Understanding Acceleration Opportunities for Data Center Overheads at Hyperscale. 733-750
Session 9A: Persistent data structures - Keep all cats in mind!
- Teng Ma, Mingxing Zhang, Kang Chen, Zhuo Song, Yongwei Wu, Xuehai Qian:
AsymNVM: An Efficient Framework for Implementing Persistent Data Structures on Asymmetric NVM Architecture. 757-773 - Swapnil Haria, Mark D. Hill, Michael M. Swift:
MOD: Minimally Ordered Durable Datastructures for Persistent Memory. 775-788 - Amir Saman Memaripour, Joseph Izraelevitz, Steven Swanson:
Pronto: Easy and Fast Persistence for Volatile Data Structures. 789-806
Session 9B: Virtualized acceleration - Don't keep it real!
- Hangchen Yu, Arthur Michener Peters, Amogh Akshintala, Christopher J. Rossbach:
AvA: Accelerated Virtualization of Accelerators. 807-825 - Jiacheng Ma, Gefei Zuo, Kevin Loughlin, Xiaohe Cheng, Yanqiang Liu, Abel Mulugeta Eneyew, Zhengwei Qi, Baris Kasikci:
A Hypervisor for Shared-Memory FPGA Platforms. 827-844 - Yue Zha, Jing Li:
Virtualizing FPGAs in the Cloud. 845-858
Session 10A: Tensor computation and data orchestration - Playing musical chairs!
- Size Zheng, Yun Liang, Shuo Wang, Renze Chen, Kaiwen Sheng:
FlexTensor: An Automatic Schedule Exploration and Optimization Framework for Tensor Computation on Heterogeneous System. 859-873 - Mark Hildebrand, Jawad Khan, Sanjeev Trika, Jason Lowe-Power, Venkatesh Akella:
AutoTM: Automatic Tensor Movement in Heterogeneous Memory Systems using Integer Linear Programming. 875-890 - Xuan Peng, Xuanhua Shi, Hulin Dai, Hai Jin, Weiliang Ma, Qian Xiong, Fan Yang, Xuehai Qian:
Capuchin: Tensor-based GPU Memory Management for Deep Learning. 891-905
Session 10B: Mobile/intermittent applications - Off and on again?
- Wei Niu, Xiaolong Ma, Sheng Lin, Shihao Wang, Xuehai Qian, Xue Lin, Yanzhi Wang, Bin Ren:
PatDNN: Achieving Real-Time DNN Execution on Mobile Devices with Pattern-based Weight Pruning. 907-922 - Jiayi Meng, Sibendu Paul, Y. Charlie Hu:
Coterie: Exploiting Frame Similarity to Enable High-Quality Multiplayer VR on Commodity Mobile Devices. 923-937 - Bradley Denby, Brandon Lucia:
Orbital Edge Computing: Nanosatellite Constellations as a New Class of Computer System. 939-954
Session 11A: Enclaves and memory security - Who will guard the guards?
- Youren Shen, Hongliang Tian, Yu Chen, Kang Chen, Runji Wang, Yi Xu, Yubin Xia, Shoumeng Yan:
Occlum: Secure and Efficient Multitasking Inside a Single Enclave of Intel SGX. 955-970 - Mustakimur Rahman Khandaker, Yueqiang Cheng, Zhi Wang, Tao Wei:
COIN Attacks: On Insecurity of Enclave Untrusted Interfaces in SGX. 971-985 - Yuanchao Xu, Yan Solihin, Xipeng Shen:
MERR: Improving Security of Persistent Memory Objects via Efficient Memory Exposure Reduction and Randomization. 987-1000
Session 11B: Quantum computing - Who says you can't watch two talks at once?
- Prakash Murali, David C. McKay, Margaret Martonosi, Ali Javadi-Abhari:
Software Mitigation of Crosstalk on Noisy Intermediate-Scale Quantum Computers. 1001-1016 - Ji Liu, Gregory T. Byrd, Huiyang Zhou:
Quantum Circuits for Dynamic Runtime Assertions in Quantum Computation. 1017-1030 - Gushu Li, Yufei Ding, Yuan Xie:
Towards Efficient Superconducting Quantum Processor Architecture Design. 1031-1045
Session 12A: Storage - Cache is the answer, what is the question?
- Diansen Sun, Yunpeng Chai:
SAC: A Co-Design Cache Algorithm for Emerging SMR-based High-Density Disks. 1047-1061 - Wonil Choi, Bhuvan Urgaonkar, Mahmut T. Kandemir, Myoungsoo Jung, David Evans:
Fair Write Attribution and Allocation for Consolidated Flash Cache. 1063-1076 - Youmin Chen, Youyou Lu, Fan Yang, Qing Wang, Yang Wang, Jiwu Shu:
FlatStore: An Efficient Log-Structured Key-Value Storage Engine for Persistent Memory. 1077-1091
Session 12B: Memory management - I forgot.
- Dimitrios Skarlatos, Apostolos Kokolis, Tianyin Xu, Josep Torrellas:
Elastic Cuckoo Page Tables: Rethinking Virtual Memory Translation for Parallelism. 1093-1108 - Bongjoon Hyun, Youngeun Kwon, Yujeong Choi, John Kim, Minsoo Rhu:
NeuMMU: Architectural Support for Efficient Address Translations in Neural Processing Units. 1109-1124 - Po-An Tsai, Andrés Sánchez, Christopher W. Fletcher, Daniel Sánchez:
Safecracker: Leaking Secrets through Compressed Caches. 1125-1140
Session 13A: Persistence and correctness - Or... persistent correctness?
- Xinhao Yuan, Junfeng Yang:
Effective Concurrency Testing for Distributed Systems. 1141-1156 - Michalis Kokologiannakis, Viktor Vafeiadis:
HMC: Model Checking for Hardware Memory Models. 1157-1171 - Mahesh Dananjaya, Vasilis Gavrielatos, Arpit Joshi, Vijay Nagarajan:
Lazy Release Persistency. 1173-1186 - Sihang Liu, Korakit Seemakhupt, Yizhou Wei, Thomas F. Wenisch, Aasheesh Kolli, Samira Manabi Khan:
Cross-Failure Bug Detection in Persistent Memory Programs. 1187-1202
Session 13B: Accelerators - Holding hands!
- Arash Pourhabibi Zarandi, Siddharth Gupta, Hussein Kassir, Mark Sutherland, Zilu Tian, Mario Paulo Drumond, Babak Falsafi, Christoph Koch:
Optimus Prime: Accelerating Data Transformation in Servers. 1203-1216 - Oren Kalinsky, Benny Kimelfeld, Yoav Etsion:
The TrieJax Architecture: Accelerating Graph Operations Through Relational Joins. 1217-1231 - Jun Heo, Jaeyeon Won, Yejin Lee, Shivam Bharuka, Jaeyoung Jang, Tae Jun Ham, Jae W. Lee:
IIU: Specialized Architecture for Inverted Index Search. 1233-1245 - Maleen Abeydeera, Daniel Sánchez:
Chronos: Efficient Speculative Parallelism for Accelerators. 1247-1262
Session 14A: Security with little performance loss - Fast and furious!
- Pan Zhang, Chengyu Song, Heng Yin, Deqing Zou, Elaine Shi, Hai Jin:
Klotski: Efficient Obfuscated Execution against Controlled-Channel Attacks. 1263-1276 - Sam Ainsworth, Timothy M. Jones:
The Guardian Council: Parallel Programmable Hardware Security. 1277-1293 - M. Sadegh Riazi, Kim Laine, Blake Pelton, Wei Dai:
HEAX: An Architecture for Computing on Encrypted Data. 1295-1309 - Myungsuk Kim, Jisung Park, Genhee Cho, Yoona Kim, Lois Orosa, Onur Mutlu, Jihong Kim:
Evanesco: Architectural Support for Efficient Data Sanitization in Modern Flash-Based Storage Systems. 1311-1326
Session 14B: SIMT - So many instructions, multiple tricks!
- Tsung Tai Yeh, Roland N. Green, Timothy G. Rogers:
Dimensionality-Aware Redundant SIMT Instruction Elimination. 1327-1340 - Chien-Chin Huang, Gu Jin, Jinyang Li:
SwapAdvisor: Pushing Deep Learning Beyond the GPU Memory Limit via Smart Swapping. 1341-1355 - Hyojong Kim, Jaewoong Sim, Prasun Gera, Ramyad Hadidi, Hyesoon Kim:
Batch-Aware Unified Memory Management in GPUs for Irregular Workloads. 1357-1370 - Xia Zhao, Magnus Jahre, Lieven Eeckhout:
HSM: A Hybrid Slowdown Model for Multitasking GPUs. 1371-1385
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