---
title: "ISCA 2020 — accepted papers — Elamur Research"
description: "ISCA 2020 — accepted papers: 1 paper in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2020/"
---
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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.

[**94** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2020/#works) · [**447** citations of these works](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2020/#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 ↗](https://doi.org/10.1109/isca45697.2020.00045)**Vijay Janapa Reddi, Christine Cheng, David E. Kanter et al.*505 citations*
2. **[Accel-Sim: An Extensible Simulation Framework for Validated GPU Modeling](https://md.research.elamur.ai/free/en/papers/khairy-2020-accel-sim-extensible-simulation-framework/)**Mahmoud Khairy, Zhesheng Shen, Tor M. Aamodt et al.*364 citations · our summary*
3. **[RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing ↗](https://doi.org/10.1109/isca45697.2020.00070)**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 ↗](https://doi.org/10.1109/isca45697.2020.00084)**Udit Gupta, Samuel Hsia, Vikram Saraph et al.*173 citations*
5. **[Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques ↗](https://doi.org/10.1109/isca45697.2020.00059)**Jeremie S. Kim, Minesh Patel, A. Giray Yağlıkçı et al.*160 citations*
6. **[DSAGEN: Synthesizing Programmable Spatial Accelerators ↗](https://doi.org/10.1109/isca45697.2020.00032)**Jian Weng, Sihao Liu, Vidushi Dadu et al.*138 citations*
7. **[SpinalFlow: An Architecture and Dataflow Tailored for Spiking Neural Networks ↗](https://doi.org/10.1109/isca45697.2020.00038)**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 ↗](https://doi.org/10.1109/isca45697.2020.00016)**Chen Chen, Xiaoyan Xiang, Chang Liu et al.*115 citations*
9. **[A Multi-Neural Network Acceleration Architecture ↗](https://doi.org/10.1109/isca45697.2020.00081)**Eunjin Baek, Dongup Kwon, Jangwoo Kim*107 citations*
10. **[Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations ↗](https://doi.org/10.1109/isca45697.2020.00083)**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 ↗](https://doi.org/10.1109/isca45697.2020.00045)**Vijay Janapa Reddi, Christine Cheng, David E. Kanter et al.*505 citations*
2. **[Accel-Sim: An Extensible Simulation Framework for Validated GPU Modeling](https://md.research.elamur.ai/free/en/papers/khairy-2020-accel-sim-extensible-simulation-framework/)**Mahmoud Khairy, Zhesheng Shen, Tor M. Aamodt et al.*364 citations · our summary*
3. **[RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing ↗](https://doi.org/10.1109/isca45697.2020.00070)**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 ↗](https://doi.org/10.1109/isca45697.2020.00084)**Udit Gupta, Samuel Hsia, Vikram Saraph et al.*173 citations*
5. **[Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques ↗](https://doi.org/10.1109/isca45697.2020.00059)**Jeremie S. Kim, Minesh Patel, A. Giray Yağlıkçı et al.*160 citations*
6. **[DSAGEN: Synthesizing Programmable Spatial Accelerators ↗](https://doi.org/10.1109/isca45697.2020.00032)**Jian Weng, Sihao Liu, Vidushi Dadu et al.*138 citations*
7. **[SpinalFlow: An Architecture and Dataflow Tailored for Spiking Neural Networks ↗](https://doi.org/10.1109/isca45697.2020.00038)**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 ↗](https://doi.org/10.1109/isca45697.2020.00016)**Chen Chen, Xiaoyan Xiang, Chang Liu et al.*115 citations*
9. **[A Multi-Neural Network Acceleration Architecture ↗](https://doi.org/10.1109/isca45697.2020.00081)**Eunjin Baek, Dongup Kwon, Jangwoo Kim*107 citations*
10. **[Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations ↗](https://doi.org/10.1109/isca45697.2020.00083)**Ranggi Hwang, Taehun Kim, Youngeun Kwon et al.*99 citations*
11. **[Bouquet of Instruction Pointers: Instruction Pointer Classifier-based Spatial Hardware Prefetching ↗](https://doi.org/10.1109/isca45697.2020.00021)**Samuel Pakalapati, Biswabandan Panda*97 citations*
12. **[DRQ: Dynamic Region-based Quantization for Deep Neural Network Acceleration ↗](https://doi.org/10.1109/isca45697.2020.00086)**Zhuoran Song, Bangqi Fu, Feiyang Wu et al.*91 citations*
13. **[Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads ↗](https://doi.org/10.1109/isca45697.2020.00023)**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 ↗](https://doi.org/10.1109/isca45697.2020.00073)**Weitao Li, Pengfei Xu, Yang Katie Zhao et al.*89 citations*
15. **[NISQ+: Boosting quantum computing power by approximating quantum error correction ↗](https://doi.org/10.1109/isca45697.2020.00053)**Adam A. Holmes, Mohammad Reza Jokar, Ghasem Pasandi et al.*87 citations*
16. **[Architecting Noisy Intermediate-Scale Trapped Ion Quantum Computers ↗](https://doi.org/10.1109/isca45697.2020.00051)**Prakash Murali, Dripto M. Debroy, Kenneth R. Brown et al.*77 citations*
17. **[iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture ↗](https://doi.org/10.1109/isca45697.2020.00071)**Peng Gu, Xinfeng Xie, Yufei Ding et al.*77 citations*
18. **[Evolution of the Samsung Exynos CPU Microarchitecture ↗](https://doi.org/10.1109/isca45697.2020.00015)**Brian Grayson, Jeff Rupley, Gerald D Zuraski et al.*72 citations*
19. **[MuonTrap: Preventing Cross-Domain Spectre-Like Attacks by Capturing Speculative State ↗](https://doi.org/10.1109/isca45697.2020.00022)**Sam Ainsworth, Timothy M. Jones*68 citations*
20. **[An In-Network Architecture for Accelerating Shared-Memory Multiprocessor Collectives ↗](https://doi.org/10.1109/isca45697.2020.00085)**Benjamin Klenk, Nan Jiang, Greg Thorson et al.*67 citations*
21. **[GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures ↗](https://doi.org/10.1109/isca45697.2020.00044)**Nagadastagiri Reddy Challapalle, Sahithi Rampalli, Linghao Song et al.*67 citations*
22. **[UGEMM: Unary Computing Architecture for GEMM Applications ↗](https://doi.org/10.1109/isca45697.2020.00040)**Di Wu, Jingjie Li, Ruokai Yin et al.*67 citations*
23. **[CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off ↗](https://doi.org/10.1109/isca45697.2020.00061)**Haocong Luo, Taha Shahroodi, Hasan Hassan et al.*64 citations*
24. **[Buddy Compression: Enabling Larger Memory for Deep Learning and HPC Workloads on GPUs ↗](https://doi.org/10.1109/isca45697.2020.00080)**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 ↗](https://doi.org/10.1109/isca45697.2020.00039)**Sonali Singh, Anup Sarma, Nicholas Jao et al.*54 citations*

[See all 94 papers in ISCA 2020 — accepted papers →](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2020/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 Modeling](https://md.research.elamur.ai/free/en/papers/khairy-2020-accel-sim-extensible-simulation-framework/) [ACM/IEEE International Symposium on Computer Architecture (ISCA)](https://md.research.elamur.ai/free/en/venues/acm-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)](https://md.research.elamur.ai/free/en/topics/gpu-parallel-computing/)

## Fields

[Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/)

## Top authors

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

[🧑‍🔬**Tor M. Aamodt**1 work here · 447 citations](https://md.research.elamur.ai/free/en/authors/tor-m-aamodt/)

## Top institutions

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

[🎓**University of British Columbia** Vancouver · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-british-columbia/) · [🎓**Purdue University West Lafayette** West Lafayette · United States 1 work here](https://md.research.elamur.ai/free/en/universities/purdue-university-west-lafayette/)

works and citations from OpenAlex and our library.

- [← previous ISCA 2016](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/2016/)
- [↑ back to ISCA](https://md.research.elamur.ai/free/en/venues/acm-ieee-international-symposium-on-computer-architecture-isca/)