IISWC-2020
October 27 – October 29, 2020
To be held virtually
ACCEPTED PAPERS
AI on the Edge: Characterizing AI-based IoT Applications Using Specialized Edge Architectures
Qianlin Liang, Prashant Shenoy, David Irwin (University of Massachusetts, Amherst)
Characterizing the impact of big data workloads on cache replacement policies
Alexandre Valentin Jamet (Barcelona Supercomputing Center); Lluc Alavarez (Barcelona Supercomputing Center / Universitat Politecnica de Catalunya); Marc Casas (Barcelona Supercomputing Center); Daniel A. Jiménez (Texas A&M University)
Pocolo: Power Optimized Colocation in Power Constrained Environments
Iyswarya Narayanan (Penn State/Facebook); Adithya Kumar, Anand Sivasubramaniam (Penn State)
Selective Event Processing for Energy Efficient Mobile Gaming with SNIP
Prasanna Venkatesh Rengasamy, Haibo Zhang, Shulin Zhao, Anand Sivasubramaniam, Mahmut Kandemir, Chita R Das (Penn State)
HPC-MixPBench: An HPC Benchmark Suite for Mixed Precision Analysis
Konstantinos Parasyris, Ignacio Laguna, Harshitha Menon, Markus Schordan, Daniel Osei-Kuffuor, Giorgis Georgakoudis (Lawrence Livermore National Laboratory); Mike Lam (James Madison University); Tristan Vanderbruggen (Lawrence Livermore National Laboratory)
Cross-Stack Workload Characterization of Deep Recommendation Systems
Samuel Hsia (Harvard University); Udit Gupta (Harvard University / Facebook); Mark Wilkening (Harvard University); Carole-Jean Wu (Facebook); Gu-Yeon Wei, David Brooks (Harvard University)
HetSim: Evaluating Large-Scale Heterogeneous Systems using a Trace-driven, Synchronization and Dependency-Aware Framework
Subhankar Pal (University of Michigan); Kuba Kaszyk (University of Edinburgh); Siying Feng (University of Michigan); Björn Franke, Murray Cole, Michael O'Boyle (University of Edinburgh); Trevor Mudge, Ronald G. Dreslinski (University of Michigan)
Reconfigurable Accelerator Compute Hierarchy: A Case Study Using Content-Based Image Retrieval
Nazanin Farahpour, Yuchen Hao (University of California Los Angeles); Zhenman Fang (Simon Fraser University); Glenn Reinman (University of California Los Angeles)
An In-Depth Analysis of Cloud Block Storage Workloads in Large-Scale Production
Jinhong Li, Qiuping Wang, Patrick P. C. Lee (The Chinese University of Hong Kong); Chao Shi (Alibaba Group)
Characterizing the Scale-Up Performance of Microservices Using TeaStore
Sriyash Caculo, Kanishka Lahiri (Advanced Micro Devices, Inc); Subramaniam Kalambur (PES University)
A Rigorous Benchmarking and Performance Analysis Methodology for Python Workloads
Arthur Crapé, Lieven Eeckhout (Ghent University)
Reliability Modeling of NISQ-Era Quantum Computers
Ji Liu, Huiyang Zhou (North Carolina State University)
CPI for Runtime Performance Measurement: The Good, the Bad, and the Ugly
Li Yi, Cong Li (Intel Corporation); Jianmei Guo (Alibaba Cloud)
Port or Shim? Stress Testing Application Performance on Intel SGX
Aisha Hasan, Ryan Riley (Carnegie Mellon University in Qatar); Dmitry Ponomarev (Binghamton University)
A Case for Generalizable DNN Cost Models for Mobile Devices
Vinod Ganesan, Surya Selvam (Indian Institute of Technology Madras); Sanchari Sen (Purdue University); Pratyush Kumar (Indian Institute of Technology Madras); Anand Raghunathan (Purdue University)
Accelerating Number Theoretic Transformations for Bootstrappable Homomorphic Encryption on GPUs
Sangpyo Kim, Wonkyung Jung, Jaiyoung Park, Jung Ho Ahn (Seoul National University)
Scalable and Fast Lazy Persistency on GPUs
Ardhi Wiratama Baskara Yudha (University of Central Florida); Keiji Kimura (Waseda University); Huiyang Zhou (North Carolina State University); Yan Solihin (University of Central Florida)
Demystifying Power and Performance Bottlenecks in Autonomous Driving Systems
Pedro Henrique Exenberger Becker, José Maria Arnau, Antonio González (Universitat Politècnica de Catalunya)
CPU Microarchitectural Performance Characterization of Cloud Video Transcoding
Yuhan Chen, Jingyuan Zhu, Tanvir Ahmed Khan, Baris Kasikci (University of Michigan)
Empirical Analysis and Modeling of ComputeTimes of CNN Operations on AWS Cloud
Ubaid Ullah Hafeez, Anshul Gandhi (Stony Brook University)
Evaluation of Graph Analytics Frameworks Using the GAP Benchmark Suite
Ariful Azad (Indiana University); Mohsen Mahmoudi Aznaveh (Texas A&M University); Scott Beamer (University of California Santa Cruz); Mark Blanco (Carnegie Mellon University); Jinhao Chen (Texas A&M University); Luke D'Alessandro (Indiana University); Roshan Dathathri (The University of Texas at Austin); Tim Davis (Texas A&M University); Kevin Deweese (University of Washington); Jesun Firoz (Pacific Northwest National Laboratory); Henry A Gabb (Intel Corporation); Gurbinder Gill (The University of Texas at Austin); Balint Hegyi (Budapest University of Technology and Economics); Scott Kolodziej (Texas A&M University); Tze Meng Low (Carnegie Mellon University); Andrew Lumsdaine (University of Washington); Tugsbayasgalan Manlaibaatar (Massachusetts Institute of Technology); Timothy G Mattson (Intel Corporation); Scott McMillan (Carnegie Mellon University); Ramesh Peri (Intel Corporation); Keshav Pingali (The University of Texas at Austin); Upasana Sridhar (Carnegie Mellon University); Gabor Szarnyas (Budapest University of Technology and Economics); Yunming Zhang (Massachusetts Institute of Technology); Yongzhe Zhang (The Graduate University for Advanced Studies, SOKENDAI)
A Study of APIs for Graph Analytics Workloads
Hochan Lee (University of Texas at Austin); David Wong (Intel Corporation); Loc Hoang, Roshan Dathathri, Gurbinder Gill, Vishwesh Jatala (University of Texas at Austin); David Kuck (Intel Corporation); Keshav Pingali (University of Texas at Austin)
A Sparse Tensor Benchmark Suite for CPUs and GPUs
Jiajia Li (Pacific Northwest National Laboratory); Mahesh Lakshminarasimhan (University of Utah); Xiaolong Wu (Purdue University); Ang Li (Pacific Northwest National Laboratory); Catherine Olschanowsky (Boise State University); Kevin Barker (Pacific Northwest National Laboratory)
Vertex Reordering for Real-world Graphs and Applications: An Empirical Evaluation
Reet Barik (Washington State University); Marco Minutoli, Mahantesh Halappanavar, Nathan Tallent (Pacific Northwest National Laboratory); Ananth Kalyanaraman (Washington State University)
High Frequency Performance Monitoring via Architectural Event Measurement
Chutitep Woralert (Clarkson University); James Bruska (Independent Researcher); Chen Liu (Clarkson University); Lok Yan (Air Force Research Lab)
MATCH: An MPI Fault Tolerance Benchmark Suite
Luanzheng Guo (University of California Merced); Giorgis Georgakoudis, Konstantinos Parasyris, Ignacio Laguna (LLNL); Dong Li (University of California Merced)
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