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title: "Proceedings - International Symposium on High-Performance"
description: "Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings 2020 — accepted papers: 1 paper in the…"
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# Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings 2020 — accepted papers

Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings 2020 is the 2020 edition of the Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings (publisher: Institute of Electrical and Electronics Engineers). OpenAlex lists 61 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.

[**61** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/proceedings-international-symposium-on-high-performance-computer-architecture/2020/#works) · [**534** citations of these works](https://md.research.elamur.ai/free/en/venues/proceedings-international-symposium-on-high-performance-computer-architecture/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. **[SIGMA: A Sparse and Irregular GEMM Accelerator with Flexible Interconnects for DNN Training ↗](https://doi.org/10.1109/hpca47549.2020.00015)**Eric Qin, Ananda Samajdar, Hyoukjun Kwon et al.*487 citations*
2. **[HyGCN: A GCN Accelerator with Hybrid Architecture ↗](https://doi.org/10.1109/hpca47549.2020.00012)**Mingyu Yan, Lei Deng, Xing Hu et al.*335 citations*
3. **[SpArch: Efficient Architecture for Sparse Matrix Multiplication ↗](https://doi.org/10.1109/hpca47549.2020.00030)**Zhekai Zhang, Hanrui Wang, Song Han et al.*277 citations*
4. **[The Architectural Implications of Facebook's DNN-Based Personalized Recommendation ↗](https://doi.org/10.1109/hpca47549.2020.00047)**Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al.*273 citations*
5. **[A^3: Accelerating Attention Mechanisms in Neural Networks with Approximation ↗](https://doi.org/10.1109/hpca47549.2020.00035)**Tae Jun Ham, Sung Jun Jung, Seonghak Kim et al.*241 citations*
6. **[CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers ↗](https://doi.org/10.1109/hpca47549.2020.00025)**Tirthak Patel, Devesh Tiwari*151 citations*
7. **[PREMA: A Predictive Multi-Task Scheduling Algorithm For Preemptible Neural Processing Units ↗](https://doi.org/10.1109/hpca47549.2020.00027)**Yujeong Choi, Minsoo Rhu*142 citations*
8. **[Tensaurus: A Versatile Accelerator for Mixed Sparse-Dense Tensor Computations ↗](https://doi.org/10.1109/hpca47549.2020.00062)**Nitish Srivastava, Hanchen Jin, Shaden Smith et al.*120 citations*
9. **[ELP2IM: Efficient and Low Power Bitwise Operation Processing in DRAM ↗](https://doi.org/10.1109/hpca47549.2020.00033)**Xin Xin, Youtao Zhang, Jun Yang*83 citations*
10. **[A Hybrid Systolic-Dataflow Architecture for Inductive Matrix Algorithms ↗](https://doi.org/10.1109/hpca47549.2020.00063)**Jian Weng, Sihao Liu, Zhengrong Wang et al.*80 citations*

## All accepted papers (61)

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

1. **[SIGMA: A Sparse and Irregular GEMM Accelerator with Flexible Interconnects for DNN Training ↗](https://doi.org/10.1109/hpca47549.2020.00015)**Eric Qin, Ananda Samajdar, Hyoukjun Kwon et al.*487 citations*
2. **[HyGCN: A GCN Accelerator with Hybrid Architecture ↗](https://doi.org/10.1109/hpca47549.2020.00012)**Mingyu Yan, Lei Deng, Xing Hu et al.*335 citations*
3. **[SpArch: Efficient Architecture for Sparse Matrix Multiplication ↗](https://doi.org/10.1109/hpca47549.2020.00030)**Zhekai Zhang, Hanrui Wang, Song Han et al.*277 citations*
4. **[The Architectural Implications of Facebook's DNN-Based Personalized Recommendation ↗](https://doi.org/10.1109/hpca47549.2020.00047)**Udit Gupta, Carole-Jean Wu, Xiaodong Wang et al.*273 citations*
5. **[A^3: Accelerating Attention Mechanisms in Neural Networks with Approximation ↗](https://doi.org/10.1109/hpca47549.2020.00035)**Tae Jun Ham, Sung Jun Jung, Seonghak Kim et al.*241 citations*
6. **[CLITE: Efficient and QoS-Aware Co-Location of Multiple Latency-Critical Jobs for Warehouse Scale Computers ↗](https://doi.org/10.1109/hpca47549.2020.00025)**Tirthak Patel, Devesh Tiwari*151 citations*
7. **[PREMA: A Predictive Multi-Task Scheduling Algorithm For Preemptible Neural Processing Units ↗](https://doi.org/10.1109/hpca47549.2020.00027)**Yujeong Choi, Minsoo Rhu*142 citations*
8. **[Tensaurus: A Versatile Accelerator for Mixed Sparse-Dense Tensor Computations ↗](https://doi.org/10.1109/hpca47549.2020.00062)**Nitish Srivastava, Hanchen Jin, Shaden Smith et al.*120 citations*
9. **[ELP2IM: Efficient and Low Power Bitwise Operation Processing in DRAM ↗](https://doi.org/10.1109/hpca47549.2020.00033)**Xin Xin, Youtao Zhang, Jun Yang*83 citations*
10. **[A Hybrid Systolic-Dataflow Architecture for Inductive Matrix Algorithms ↗](https://doi.org/10.1109/hpca47549.2020.00063)**Jian Weng, Sihao Liu, Zhengrong Wang et al.*80 citations*
11. **[QuickNN: Memory and Performance Optimization of k-d Tree Based Nearest Neighbor Search for 3D Point Clouds ↗](https://doi.org/10.1109/hpca47549.2020.00024)**Reid Pinkham, Shuqing Zeng, Zhengya Zhang*76 citations*
12. **[Twig: Multi-Agent Task Management for Colocated Latency-Critical Cloud Services ↗](https://doi.org/10.1109/hpca47549.2020.00023)**Rajiv Nishtala, Vinícius Petrucci, Paul Carpenter et al.*74 citations*
13. **[EFLOPS: Algorithm and System Co-Design for a High Performance Distributed Training Platform ↗](https://doi.org/10.1109/hpca47549.2020.00056)**Jianbo Dong, Zheng Cao, Tao Zhang et al.*67 citations*
14. **[ALRESCHA: A Lightweight Reconfigurable Sparse-Computation Accelerator ↗](https://doi.org/10.1109/hpca47549.2020.00029)**Bahar Asgari, Ramyad Hadidi, Tushar Krishna et al.*62 citations*
15. **[AccPar: Tensor Partitioning for Heterogeneous Deep Learning Accelerators ↗](https://doi.org/10.1109/hpca47549.2020.00036)**Linghao Song, Fan Chen, Youwei Zhuo et al.*61 citations*
16. **[Leaking Information Through Cache LRU States ↗](https://doi.org/10.1109/hpca47549.2020.00021)**Wenjie Xiong, Jakub M. Szefer*56 citations*
17. **[PIXEL: Photonic Neural Network Accelerator ↗](https://doi.org/10.1109/hpca47549.2020.00046)**Kyle Shiflett, Dylan Wright, Avinash Karanth et al.*56 citations*
18. **[Griffin: Hardware-Software Support for Efficient Page Migration in Multi-GPU Systems ↗](https://doi.org/10.1109/hpca47549.2020.00055)**Trinayan Baruah, Yifan Sun, Ali Tolga Dincer et al.*50 citations*
19. **[A Deep Reinforcement Learning Framework for Architectural Exploration: A Routerless NoC Case Study ↗](https://doi.org/10.1109/hpca47549.2020.00018)**Ting-Ru Lin, Drew Penney, Massoud Pedram et al.*43 citations*
20. **[Impala: Algorithm/Architecture Co-Design for In-Memory Multi-Stride Pattern Matching ↗](https://doi.org/10.1109/hpca47549.2020.00017)**Elaheh Sadredini, Reza Rahimi, Marzieh Lenjani et al.*43 citations*
21. **[Communication Lower Bound in Convolution Accelerators ↗](https://doi.org/10.1109/hpca47549.2020.00050)**Xiaoming Chen, Yinhe Han, Yu Wang*41 citations*
22. **[Fulcrum: A Simplified Control and Access Mechanism Toward Flexible and Practical In-Situ Accelerators ↗](https://doi.org/10.1109/hpca47549.2020.00052)**Marzieh Lenjani, Patricia Gonzalez-Guerrero, Elaheh Sadredini et al.*41 citations*
23. **[ResiRCA: A Resilient Energy Harvesting ReRAM Crossbar-Based Accelerator for Intelligent Embedded Processors ↗](https://doi.org/10.1109/hpca47549.2020.00034)**Keni Qiu, Nicholas Jao, Mengying Zhao et al.*39 citations*
24. **[HMG: Extending Cache Coherence Protocols Across Modern Hierarchical Multi-GPU Systems ↗](https://doi.org/10.1109/hpca47549.2020.00054)**Xiaowei Ren, Daniel Lustig, Evgeny Bolotin et al.*38 citations*
25. **[A New Side-Channel Vulnerability on Modern Computers by Exploiting Electromagnetic Emanations from the Power Management Unit ↗](https://doi.org/10.1109/hpca47549.2020.00020)**Nader Sehatbakhsh, Baki Berkay Yilmaz, Alenka G. Zajic et al.*37 citations*

[See all 61 papers in Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings 2020 — accepted papers →](https://md.research.elamur.ai/free/en/venues/proceedings-international-symposium-on-high-performance-computer-architecture/2020/papers/)

## Papers with our summary in our library (1)

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

1. **[SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning](https://md.research.elamur.ai/free/en/papers/wang-2020-spatten-efficient-sparse-attention-architecture/) [Proceedings - International Symposium on High-Performance Computer Architecture/Proceedings](https://md.research.elamur.ai/free/en/venues/proceedings-international-symposium-on-high-performance-computer-architecture/)**Hanrui Wang, Zhekai Zhang, Song Han*2020 · 534 citations*

## Top topics

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

[Efficient models & compression (1)](https://md.research.elamur.ai/free/en/topics/efficient-models/)

## Fields

[Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [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.

[🧑‍🔬**Hanrui Wang**1 work here · 534 citations](https://md.research.elamur.ai/free/en/authors/hanrui-wang/) · [🧑‍🔬**Song Han**1 work here · 534 citations](https://md.research.elamur.ai/free/en/authors/song-han/) · [🧑‍🔬**Zhekai Zhang**1 work here · 534 citations](https://md.research.elamur.ai/free/en/authors/zhekai-zhang/)

## Top institutions

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

[🎓**Massachusetts Institute of Technology** Cambridge · United States 1 work here](https://md.research.elamur.ai/free/en/universities/massachusetts-institute-of-technology/)

works and citations from OpenAlex and our library.

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