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ISCA 2020 — accepted papers

ISCA 2020 is the 2020 edition of the ACM/IEEE International Symposium on Computer Architecture (ISCA). OpenAlex lists 94 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

 94papers in the proceedings 1work in our library 447citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. MLPerf Inference Benchmark ↗Vijay Janapa Reddi, Christine Cheng, David E. Kanter et al.505 citations
  2. Accel-Sim: An Extensible Simulation Framework for Validated GPU ModelingMahmoud Khairy, Zhesheng Shen, Tor M. Aamodt et al.364 citations · our summary
  3. RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing ↗Liu Ke, Udit Gupta, Benjamin Youngjae Cho et al.235 citations
  4. DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference ↗Udit Gupta, Samuel Hsia, Vikram Saraph et al.173 citations
  5. Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques ↗Jeremie S. Kim, Minesh Patel, A. Giray Yağlıkçı et al.160 citations
  6. DSAGEN: Synthesizing Programmable Spatial Accelerators ↗Jian Weng, Sihao Liu, Vidushi Dadu et al.138 citations
  7. SpinalFlow: An Architecture and Dataflow Tailored for Spiking Neural Networks ↗Surya Narayanan, Karl Taht, Rajeev Balasubramonian et al.121 citations
  8. Xuantie-910: A Commercial Multi-Core 12-Stage Pipeline Out-of-Order 64-bit High Performance RISC-V Processor with Vector Extension : Industrial Product ↗Chen Chen, Xiaoyan Xiang, Chang Liu et al.115 citations
  9. A Multi-Neural Network Acceleration Architecture ↗Eunjin Baek, Dongup Kwon, Jangwoo Kim107 citations
  10. Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations ↗Ranggi Hwang, Taehun Kim, Youngeun Kwon et al.99 citations

All accepted papers (94)

The most cited first; 1 with our summary link to their page here, the others to the original.

  1. MLPerf Inference Benchmark ↗Vijay Janapa Reddi, Christine Cheng, David E. Kanter et al.505 citations
  2. Accel-Sim: An Extensible Simulation Framework for Validated GPU ModelingMahmoud Khairy, Zhesheng Shen, Tor M. Aamodt et al.364 citations · our summary
  3. RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing ↗Liu Ke, Udit Gupta, Benjamin Youngjae Cho et al.235 citations
  4. DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference ↗Udit Gupta, Samuel Hsia, Vikram Saraph et al.173 citations
  5. Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques ↗Jeremie S. Kim, Minesh Patel, A. Giray Yağlıkçı et al.160 citations
  6. DSAGEN: Synthesizing Programmable Spatial Accelerators ↗Jian Weng, Sihao Liu, Vidushi Dadu et al.138 citations
  7. SpinalFlow: An Architecture and Dataflow Tailored for Spiking Neural Networks ↗Surya Narayanan, Karl Taht, Rajeev Balasubramonian et al.121 citations
  8. Xuantie-910: A Commercial Multi-Core 12-Stage Pipeline Out-of-Order 64-bit High Performance RISC-V Processor with Vector Extension : Industrial Product ↗Chen Chen, Xiaoyan Xiang, Chang Liu et al.115 citations
  9. A Multi-Neural Network Acceleration Architecture ↗Eunjin Baek, Dongup Kwon, Jangwoo Kim107 citations
  10. Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations ↗Ranggi Hwang, Taehun Kim, Youngeun Kwon et al.99 citations
  11. Bouquet of Instruction Pointers: Instruction Pointer Classifier-based Spatial Hardware Prefetching ↗Samuel Pakalapati, Biswabandan Panda97 citations
  12. DRQ: Dynamic Region-based Quantization for Deep Neural Network Acceleration ↗Zhuoran Song, Bangqi Fu, Feiyang Wu et al.91 citations
  13. Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads ↗Dennis Abts, Jonathan Ross, Jonathan Sparling et al.91 citations
  14. Timely: Pushing Data Movements And Interfaces In Pim Accelerators Towards Local And In Time Domain ↗Weitao Li, Pengfei Xu, Yang Katie Zhao et al.89 citations
  15. NISQ+: Boosting quantum computing power by approximating quantum error correction ↗Adam A. Holmes, Mohammad Reza Jokar, Ghasem Pasandi et al.87 citations
  16. Architecting Noisy Intermediate-Scale Trapped Ion Quantum Computers ↗Prakash Murali, Dripto M. Debroy, Kenneth R. Brown et al.77 citations
  17. iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture ↗Peng Gu, Xinfeng Xie, Yufei Ding et al.77 citations
  18. Evolution of the Samsung Exynos CPU Microarchitecture ↗Brian Grayson, Jeff Rupley, Gerald D Zuraski et al.72 citations
  19. MuonTrap: Preventing Cross-Domain Spectre-Like Attacks by Capturing Speculative State ↗Sam Ainsworth, Timothy M. Jones68 citations
  20. An In-Network Architecture for Accelerating Shared-Memory Multiprocessor Collectives ↗Benjamin Klenk, Nan Jiang, Greg Thorson et al.67 citations
  21. GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures ↗Nagadastagiri Reddy Challapalle, Sahithi Rampalli, Linghao Song et al.67 citations
  22. UGEMM: Unary Computing Architecture for GEMM Applications ↗Di Wu, Jingjie Li, Ruokai Yin et al.67 citations
  23. CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off ↗Haocong Luo, Taha Shahroodi, Hasan Hassan et al.64 citations
  24. Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs ↗Esha Choukse, Michael B. Sullivan, Mike O’Connor et al.57 citations
  25. NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs ↗Sonali Singh, Anup Sarma, Nicholas Jao et al.54 citations

See all 94 papers in ISCA 2020 — accepted papers →

 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

  1. Accel-Sim: An Extensible Simulation Framework for Validated GPU ModelingACM/IEEE International Symposium on Computer Architecture (ISCA)Mahmoud Khairy, Zhesheng Shen, Tor M. Aamodt, et al.2020 · 447 citations

 Top topics

Topics of its works in our library, with the number of works on each.

GPU & parallel computing (1)

 Fields

Computer Science (1)

 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🧑‍🔬Tor M. Aamodt1 work here · 447 citations

 Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of British ColumbiaVancouver · Canada1 work here🎓Purdue University West LafayetteWest Lafayette · United States1 work here

works and citations from OpenAlex and our library.

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