ISCA 2020: all accepted papers
- MLPerf Inference Benchmark ↗Vijay Janapa Reddi, Christine Cheng, David E. Kanter et al.505 citations
- Accel-Sim: An Extensible Simulation Framework for Validated GPU ModelingMahmoud Khairy, Zhesheng Shen, Tor M. Aamodt et al.364 citations · our summary
- RecNMP: Accelerating Personalized Recommendation with Near-Memory Processing ↗Liu Ke, Udit Gupta, Benjamin Youngjae Cho et al.235 citations
- DeepRecSys: A System for Optimizing End-To-End At-Scale Neural Recommendation Inference ↗Udit Gupta, Samuel Hsia, Vikram Saraph et al.173 citations
- Revisiting RowHammer: An Experimental Analysis of Modern DRAM Devices and Mitigation Techniques ↗Jeremie S. Kim, Minesh Patel, A. Giray Yağlıkçı et al.160 citations
- DSAGEN: Synthesizing Programmable Spatial Accelerators ↗Jian Weng, Sihao Liu, Vidushi Dadu et al.138 citations
- SpinalFlow: An Architecture and Dataflow Tailored for Spiking Neural Networks ↗Surya Narayanan, Karl Taht, Rajeev Balasubramonian et al.121 citations
- 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
- A Multi-Neural Network Acceleration Architecture ↗Eunjin Baek, Dongup Kwon, Jangwoo Kim107 citations
- Centaur: A Chiplet-based, Hybrid Sparse-Dense Accelerator for Personalized Recommendations ↗Ranggi Hwang, Taehun Kim, Youngeun Kwon et al.99 citations
- Bouquet of Instruction Pointers: Instruction Pointer Classifier-based Spatial Hardware Prefetching ↗Samuel Pakalapati, Biswabandan Panda97 citations
- DRQ: Dynamic Region-based Quantization for Deep Neural Network Acceleration ↗Zhuoran Song, Bangqi Fu, Feiyang Wu et al.91 citations
- Think Fast: A Tensor Streaming Processor (TSP) for Accelerating Deep Learning Workloads ↗Dennis Abts, Jonathan Ross, Jonathan Sparling et al.91 citations
- 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
- NISQ+: Boosting quantum computing power by approximating quantum error correction ↗Adam A. Holmes, Mohammad Reza Jokar, Ghasem Pasandi et al.87 citations
- Architecting Noisy Intermediate-Scale Trapped Ion Quantum Computers ↗Prakash Murali, Dripto M. Debroy, Kenneth R. Brown et al.77 citations
- iPIM: Programmable In-Memory Image Processing Accelerator Using Near-Bank Architecture ↗Peng Gu, Xinfeng Xie, Yufei Ding et al.77 citations
- Evolution of the Samsung Exynos CPU Microarchitecture ↗Brian Grayson, Jeff Rupley, Gerald D Zuraski et al.72 citations
- MuonTrap: Preventing Cross-Domain Spectre-Like Attacks by Capturing Speculative State ↗Sam Ainsworth, Timothy M. Jones68 citations
- An In-Network Architecture for Accelerating Shared-Memory Multiprocessor Collectives ↗Benjamin Klenk, Nan Jiang, Greg Thorson et al.67 citations
- GaaS-X: Graph Analytics Accelerator Supporting Sparse Data Representation using Crossbar Architectures ↗Nagadastagiri Reddy Challapalle, Sahithi Rampalli, Linghao Song et al.67 citations
- UGEMM: Unary Computing Architecture for GEMM Applications ↗Di Wu, Jingjie Li, Ruokai Yin et al.67 citations
- CLR-DRAM: A Low-Cost DRAM Architecture Enabling Dynamic Capacity-Latency Trade-Off ↗Haocong Luo, Taha Shahroodi, Hasan Hassan et al.64 citations
- 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
- NEBULA: A Neuromorphic Spin-Based Ultra-Low Power Architecture for SNNs and ANNs ↗Sonali Singh, Anup Sarma, Nicholas Jao et al.54 citations
- Bonsai: High-Performance Adaptive Merge Tree Sorting ↗Nikola Samardzic, Weikang Qiao, Vaibhav Aggarwal et al.51 citations
- Data Compression Accelerator on IBM POWER9 and z15 Processors : Industrial Product ↗Bülent Abali, B. Blaner, John Reilly et al.51 citations
- Speculative Data-Oblivious Execution: Mobilizing Safe Prediction For Safe and Efficient Speculative Execution ↗Jiyong Yu, Namrata Mantri, Josep Torrellas et al.50 citations
- SysScale: Exploiting Multi-domain Dynamic Voltage and Frequency Scaling for Energy Efficient Mobile Processors ↗Jawad Haj-Yahya, Mohammed Alser, Jeremie S. Kim et al.46 citations
- JPEG-ACT: Accelerating Deep Learning via Transform-based Lossy Compression ↗R. David Evans, Lufei Liu, Tor M. Aamodt45 citations
- SmartExchange: Trading Higher-cost Memory Storage/Access for Lower-cost Computation ↗Yang Katie Zhao, Xiaohan Chen, Yue Wang et al.44 citations
- CryoCore: A Fast and Dense Processor Architecture for Cryogenic Computing ↗Ilkwon Byun, Dongmoon Min, Gyu-hyeon Lee et al.42 citations
- Enhancing and Exploiting Contiguity for Fast Memory Virtualization ↗Chloe Alverti, Stratos Psomadakis, Vasileios Karakostas et al.41 citations
- Near Data Acceleration with Concurrent Host Access ↗Benjamin Y. Cho, Yongkee Kwon, Sangkug Lym et al.39 citations
- Echo: Compiler-based GPU Memory Footprint Reduction for LSTM RNN Training ↗Bojian Zheng, Nandita Vijaykumar, Gennady G. Pekhimenko36 citations
- Perforated Page: Supporting Fragmented Memory Allocation for Large Pages ↗Chang Hyun Park, Sanghoon Cha, Bo-Kyeong Kim et al.35 citations
- HOOP: Efficient Hardware-Assisted Out-of-Place Update for Non-Volatile Memory ↗Miao Cai, Chance Coats, Jian Huang33 citations
- Hardware-Software Co-Design for Brain-Computer Interfaces ↗Ioannis Karageorgos, Karthik Sriram, Ján Veselý et al.33 citations
- Nested Enclave: Supporting Fine-grained Hierarchical Isolation with SGX ↗Joongun Park, Naegyeong Kang, Taehoon Kim et al.33 citations
- SQUARE: Strategic Quantum Ancilla Reuse for Modular Quantum Programs via Cost-Effective Uncomputation ↗Yongshan Ding, Xin-Chuan Wu, Adam Holmes et al.33 citations
- A Specialized Architecture for Object Serialization with Applications to Big Data Analytics ↗Jae-Young Jang, Sung Jun Jung, Sunmin Jeong et al.32 citations
- AccQOC: Accelerating Quantum Optimal Control Based Pulse Generation ↗Jinglei Cheng, Haoqing Deng, Xuehai Qia30 citations
- Hyper-Ap: Enhancing Associative Processing Through A Full-Stack Optimization ↗Yue Zha, Jing Li30 citations
- The NEBULA RPC-Optimized Architecture ↗Mark Sutherland, Siddharth Gupta, Babak Falsafi et al.30 citations
- CHEx86: Context-Sensitive Enforcement of Memory Safety via Microcode-Enabled Capabilities ↗Rasool Sharifi, Ashish Venkat29 citations
- Déjà View: Spatio-Temporal Compute Reuse for‘ Energy-Efficient 360° VR Video Streaming ↗Shulin Zhao, Haibo Zhang, Sandeepa Bhuyan et al.29 citations
- Divide and Conquer Frontend Bottleneck ↗Ali Ahmed Ansari, Pejman Lotfi-Kamran, Hamid Sarbazi‐Azad28 citations
- Printed Microprocessors ↗Nathaniel Bleier, Muhammad Husnain Mubarik, Farhan Rasheed et al.28 citations
- GraphABCD: Scaling Out Graph Analytics with Asynchronous Block Coordinate Descent ↗Yifan Yang, Zhaoshi Li, Yangdong Steve Deng et al.27 citations
- Gorgon: Accelerating Machine Learning from Relational Data ↗Matthew Vilim, Alexander Rucker, Yaqi Zhang et al.25 citations
- T4: Compiling Sequential Code for Effective Speculative Parallelization in Hardware ↗Victor A. Ying, Mark C. Jeffrey, Daniel Sánchez25 citations
- The IBM z15 High Frequency Mainframe Branch Predictor Industrial Product ↗N. R. Adiga, James Bonanno, Adam Collura et al.25 citations
- A Bus Authentication and Anti-Probing Architecture Extending Hardware Trusted Computing Base Off CPU Chips and Beyond ↗Zhenyu Xu, Thomas Mauldin, Zheyi Yao et al.24 citations
- Hardware-Based Domain Virtualization for Intra-Process Isolation of Persistent Memory Objects ↗Yuanchao Xu, Chencheng Ye, Yan Solihin et al.24 citations
- The Virtual Block Interface: A Flexible Alternative to the Conventional Virtual Memory Framework ↗Nastaran Hajinazar, Pratyush Patel, Minesh Patel et al.24 citations
- A Case for Hardware-Based Demand Paging ↗Gyusun Lee, Wenjing Jin, Wonsuk Song et al.23 citations
- Genesis: A Hardware Acceleration Framework for Genomic Data Analysis ↗Tae Jun Ham, David Bruns-Smith, Brendan Sweeney et al.23 citations
- MorLog: Morphable Hardware Logging for Atomic Persistence in Non-Volatile Main Memory ↗Xueliang Wei, Dan Feng, Wei Tong et al.23 citations
- Relaxed Persist Ordering Using Strand Persistency ↗Vaibhav Gogte, William Wang, Stephan Diestelhorst et al.23 citations
- Compact Leakage-Free Support for Integrity and Reliability ↗Meysam Taassori, Rajeev Balasubramonian, Siddhartha Chhabra et al.22 citations
- Tailored Page Sizes ↗Faruk Alfredo Güvenilir, Yale N. Patt22 citations
- SOFF: An OpenCL High-Level Synthesis Framework for FPGAs ↗Gangwon Jo, Heehoon Kim, Jeesoo Lee et al.20 citations
- BabelFish: Fusing Address Translations for Containers ↗Dimitrios Skarlatos, Umur Darbaz, Bhargava Gopireddy et al.18 citations
- Heat to Power: Thermal Energy Harvesting and Recycling for Warm Water-Cooled Datacenters ↗Xinhui Zhu, Jiang Weixiang, Fangming Liu et al.18 citations
- Packet Chasing: Spying on Network Packets over a Cache Side-Channel ↗Mohammadkazem Taram, Ashish Venkat, Dean Michael Tullsen18 citations
- HieraGen: Automated Generation of Concurrent, Hierarchical Cache Coherence Protocols ↗Nicolai Oswald, Vijay Nagarajan, Daniel J. Sorin15 citations
- High-Performance Deep-Learning Coprocessor Integrated into x86 SoC with Server-Class CPUs Industrial Product ↗Glenn Henry, Parviz Palangpour, Michael Thomson et al.15 citations
- ZnG: Architecting GPU Multi-Processors with New Flash for Scalable Data Analysis ↗Jie Zhang, Myoungsoo Jung14 citations
- Focused Value Prediction: Concepts, techniques and implementations presented in this paper are subject matter of pending patent applications, which have been filed by Intel Corporation ↗Sumeet Bandishte, Jayesh Gaur, Zeev Sperber et al.13 citations
- Mocktails: Capturing the Memory Behaviour of Proprietary Mobile Architectures ↗Mario Badr, Carlo Delconte, Isak Edo et al.12 citations
- ScoRD: A Scoped Race Detector for GPUs ↗Aditya K. Kamath, Alvin A. George, Arkaprava Basu12 citations
- Slipstream Processors Revisited: Exploiting Branch Sets ↗Vinesh Srinivasan, Rangeen Basu Roy Chowdhury, Eric Rotenberg12 citations
- TVARAK: Software-Managed Hardware Offload for Redundancy in Direct-Access NVM Storage ↗Rajat Kateja, Nathan Beckmann, Gregory R. Ganger12 citations
- Efficiently Supporting Dynamic Task Parallelism on Heterogeneous Cache-Coherent Systems ↗Moyang Wang, Tuan Ta, Lin Cheng et al.11 citations
- Flick: Fast and Lightweight ISA-Crossing Call for Heterogeneous-ISA Environments ↗Shenghsun Cho, Han Chen, Sergey Madaminov et al.11 citations
- Check-In: In-Storage Checkpointing for Key-Value Store System Leveraging Flash-Based SSDs ↗Joohyeong Yoon, Won Seob Jeong, Won Woo Ro9 citations
- HyperTRIO: Hyper-Tenant Translation of I/O Addresses ↗Alexey Lavrov, David Wentzlaff9 citations
- TransForm: Formally Specifying Transistency Models and Synthesizing Enhanced Litmus Tests ↗Naorin Hossain, Caroline Trippel, Margaret Martonosi9 citations
- Auto-Predication of Critical Branches ↗Adarsh Chauhan, Jayesh Gaur, Zeev Sperber et al.8 citations
- Lelantus: Fine-Granularity Copy-On-Write Operations for Secure Non-Volatile Memories ↗Jian Bo Zhou, Amro Awad, Jun Wang7 citations
- Commutative Data Reordering: A New Technique to Reduce Data Movement Energy on Sparse Inference Workloads ↗Ben Feinberg, Benjamin C. Heyman, Darya Mikhailenko et al.6 citations
- Independent Forward Progress of Work-groups ↗Alexandru Duţu, Matthew D. Sinclair, Bradford M. Beckmann et al.5 citations
- ISCA 2020 Opinion ↗Lieven Eeckhout
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