HPCA

2021–2025 確定版

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Computer Architecture & HPC

2024 · 75 papers

このEditionに反映済みのmain full research papersのみ掲載しています。著者リンクは日本の大学への著者別所属根拠がある場合に限ります。

2024 · HPCA
A Two Level Neural Approach Combining Off-Chip Prediction with Adaptive Prefetch Filtering
Alexandre Valentin Jamet, Georgios Vavouliotis, Daniel A. Jiménez, Lluc Alvarez, Marc Casas
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
ASADI: Accelerating Sparse Attention Using Diagonal-based In-Situ Computing
Huize Li, Zhaoying Li, Zhenyu Bai, Tulika Mitra
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Agile-DRAM: Agile Trade-Offs in Memory Capacity, Latency, and Energy for Data Centers
Jaeyoon Lee, Wonyeong Jung, Dongwhee Kim, Daero Kim, Junseung Lee, Jungrae Kim
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
An Optimizing Framework on MLIR for Efficient FPGA-based Accelerator Generation
Weichuang Zhang, Jieru Zhao, Guan Shen, Quan Chen, Chen Chen, Minyi Guo
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Are Superpages Super-fast? Distilling Flash Blocks to Unify Flash Pages of a Superpage in an SSD
Shih-Hung Tseng, Tseng-Yi Chen, Ming-Chang Yang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Bandwidth-Effective DRAM Cache for GPU s with Storage-Class Memory
Jeongmin Hong, Sungjun Cho, Geonwoo Park, Wonhyuk Yang, Young-Ho Gong, Gwangsun Kim
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
BeaconGNN: Large-Scale GNN Acceleration with Out-of-Order Streaming In-Storage Computing
Yuyue Wang, Xiurui Pan, Yuda An, Jie Zhang, Glenn Reinman
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration
Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
CAMEL: Co-Designing AI Models and eDRAMs for Efficient On-Device Learning
Sai Qian Zhang, Thierry Tambe, Nestor Cuevas, Gu-Yeon Wei, David Brooks
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
CHROME: Concurrency-Aware Holistic Cache Management Framework with Online Reinforcement Learning
Xiaoyang Lu, Hamed Najafi, Jason Liu, Xian-He Sun
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Celeritas: Out-of-Core Based Unsupervised Graph Neural Network via Cross-Layer Computing
Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhaoyan Shen, Bingzhe Li
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast
Wenxue Li, Junyi Zhang, Yufei Liu, Gaoxiong Zeng, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
CoMeT: Count-Min-Sketch-based Row Tracking to Mitigate RowHammer at Low Cost
F. Nisa Bostanci, ISmail Emir Yüksel, Ataberk Olgun, Konstantinos Kanellopoulos, Yahya Can Tuğrul, A. Giray Yağliçi, Mohammad Sadrosadati, Onur Mutlu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Data Enclave: A Data-Centric Trusted Execution Environment
Yuanchao Xu, James Pangia, Chencheng Ye, Yan Solihin, Xipeng Shen
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Data Motion Acceleration: Chaining Cross-Domain Multi Accelerators
Shu-Ting Wang, Hanyang Xu, Amin Mamandipoor, Rohan Mahapatra, Byung Hoon Ahn, Soroush Ghodrati, Krishnan Kailas, Mohammad Alian, Hadi Esmaeilzadeh
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Differential-Matching Prefetcher for Indirect Memory Access
Gelin Fu, Tian Xia, Zhongpei Luo, Ruiyang Chen, Wenzhe Zhao, Pengju Ren
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
DockerSSD: Containerized In-Storage Processing and Hardware Acceleration for Computational SSDs
Donghyun Gouk, Miryeong Kwon, Hanyeoreum Bae, Myoungsoo Jung
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
E2EMap: End-to-End Reinforcement Learning for CGRA Compilation via Reverse Mapping
Dajiang Liu, Yuxin Xia, Jiaxing Shang, Jiang Zhong, Peng Ouyang, Shouyi Yin
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
ECO-CHIP: Estimation of Carbon Footprint of Chiplet-based Architectures for Sustainable VLSI
Chetan Choppali Sudarshan, Nikhil Matkar, Sarma Vrudhula, Sachin S. Sapatnekar, Vidya A. Chhabria
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Effective Context-Sensitive Memory Dependence Prediction
Sebastian S. Kim, Alberto Ros
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Enabling Large Dynamic Neural Network Training with Learning-based Memory Management
Jie Ren, Dong Xu, Shuangyan Yang, Jiacheng Zhao, Zhicheng Li, Christian Navasca, Chenxi Wang, Harry Xu, Dong Li
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Enhancing Collective Communication in MCM Accelerators for Deep Learning Training
Sabuj Laskar, Pranati Majhi, Sungkeun Kim, Farabi Mahmud, Abdullah Muzahid, Eun Jung Kim
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Exploitation of Security Vulnerability on Retirement
Ke Xu, Ming Tang, Quancheng Wang, Han Wang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
FIGNA: Integer Unit-Based Accelerator Design for FP-INT GEMM Preserving Numerical Accuracy
Jaeyong Jang, Yulhwa Kim, Juheun Lee, Jae-Joon Kim
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
FlashGNN: An In-SSD Accelerator for GNN Training
Fuping Niu, Jianhui Yue, Jiangqiu Shen, Xiaofei Liao, Hai Jin
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
FlipBit: Approximate Flash Memory for IoT Devices
Alexander Buck, Karthik Ganesan, Natalie Enright Jerger
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Functionally-Complete Boolean Logic in Real DRAM Chips: Experimental Characterization and Analysis
İsmail Emir Yüksel, Yahya Can Tuğrul, Ataberk Olgun, F. Nisa Bostancı, A. Giray Yağlıkçı, Geraldo F. Oliveira, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
GADGETSPINNER: A New Transient Execution Primitive Using the Loop Stream Detector
Yun Chen, Ali Hajiabadi, Trevor E. Carlson
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
GPU Scale-Model Simulation
Hossein SeyyedAghaei, Mahmood Naderan-Tahan, Lieven Eeckhout
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
GRIT: Enhancing Multi-GPU Performance with Fine-Grained Dynamic Page Placement
Yueqi Wang, Bingyao Li, Aamer Jaleel, Jun Yang, Xulong Tang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Gem5-MARVEL: Microarchitecture-Level Resilience Analysis of Heterogeneous SoC Architectures
Odysseas Chatzopoulos, George Papadimitriou, Vasileios Karakostas, Dimitris Gizopoulos
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators
Jingwei Cai, Zuotong Wu, Sen Peng, Yuchen Wei, Zhanhong Tan, Guiming Shi, Mingyu Gao, Kaisheng Ma
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Guser: A GPGPU Power Stressmark Generator
Yalong Shan, Yongkui Yang, Xuehai Qian, Zhibin Yu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
HotTiles: Accelerating SpMM with Heterogeneous Accelerator Architectures
Gerasimos Gerogiannis, Sriram Aananthakrishnan, Josep Torrellas, Ibrahim Hur
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
LUTein: Dense-Sparse Bit-Slice Architecture With Radix-4 LUT-Based Slice-Tensor Processing Units
Dongseok Im, Hoi-Jun Yoo
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
LearnedFTL: A Learning-Based Page-Level FTL for Reducing Double Reads in Flash-Based SSDs
Shengzhe Wang, Zihang Lin, Suzhen Wu, Hong Jiang, Jie Zhang, Bo Mao
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
LibPreemptible: Enabling Fast, Adaptive, and Hardware-Assisted User-Space Scheduling
Yueying Li, Nikita Lazarev, David Koufaty, Tenny Yin, Andy Anderson, Zhiru Zhang, G. Edward Suh, Kostis Kaffes, Christina Delimitrou
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Lightening-Transformer: A Dynamically-Operated Optically-Interconnected Photonic Transformer Accelerator
Hanqing Zhu, Jiaqi Gu, Hanrui Wang, Zixuan Jiang, Zhekai Zhang, Rongxing Tang, Chenghao Feng, Song Han, Ray T. Chen, David Z. Pan
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
MEGA: A Memory-Efficient GNN Accelerator Exploiting Degree-Aware Mixed-Precision Quantization
Zeyu Zhu, Fanrong Li, Gang Li, Zejian Liu, Zitao Mo, Qinghao Hu, Xiaoyao Liang, Jian Cheng
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Computing
Geraldo F. Oliveira, Ataberk Olgun, Abdullah Giray Yağlıkçı, F. Nisa Bostancı, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
MINOS: Distributed Consistency and Persistency Protocol Implementation & Offloading to SmartNICs
Antonis Psistakis, Fabien Chaix, Josep Torrellas
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
MIRAGE: Quantum Circuit Decomposition and Routing Collaborative Design Using Mirror Gates
Evan McKinney, Michael Hatridge, Alex K. Jones
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
MOPED: Efficient Motion Planning Engine with Flexible Dimension Support
Lingyi Huang, Yu Gong, Yang Sui, Xiao Zang, Bo Yuan
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Midas Touch: Invalid-Data Assisted Reliability and Performance Boost for 3d High-Density Flash
Qiao Li, Hongyang Dang, Zheng Wan, Congming Gao, Min Ye, Jie Zhang, Tei-Wei Kuo, Chun Jason Xue
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Mitigating Write Disturbance in Non-Volatile Memory via Coupling Machine Learning with Out-of-Place Updates
Ronglong Wu, Zhirong Shen, Zhiwei Yang, Jiwu Shu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Modeling, Derivation, and Automated Analysis of Branch Predictor Security Vulnerabilities
Quancheng Wang, Ming Tang, Ke Xu, Han Wang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Morphling: A Throughput-Maximized TFHE-based Accelerator using Transform-domain Reuse
Prasetiyo, Adiwena Putra, Joo-Young Kim
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
PREFETCHX: Cross-Core Cache-Agnostic Prefetcher-based Side-Channel Attacks
Yun Chen, Ali Hajiabadi, Lingfeng Pei, Trevor E. Carlson
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Pathfinding Future PIM Architectures by Demystifying a Commercial PIM Technology
Bongjoon Hyun, Taehun Kim, Dongjae Lee, Minsoo Rhu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Prosper: Program Stack Persistence in Hybrid Memory Systems
Arun KP, Debadatta Mishra, Biswabandan Panda
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
PruneGNN: Algorithm-Architecture Pruning Framework for Graph Neural Network Acceleration
Deniz Gurevin, Mohsin Shan, Shaoyi Huang, MD Amit Hasan, Caiwen Ding, Omer Khan
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
RELIEF: Relieving Memory Pressure In SoCs Via Data Movement-Aware Accelerator Scheduling
Sudhanshu Gupta, Sandhya Dwarkadas
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Rapper: A Parameter-Aware Repair-in-Memory Accelerator for Blockchain Storage Platform
Chenlin Ma, Yingping Wang, Fuwen Chen, Jing Liao, Yi Wang, Rui Mao
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Revet: A Language and Compiler for Dataflow Threads
Alexander C. Rucker, Shiv Sundram, Coleman Smith, Matthew Vilim, Raghu Prabhakar, Fredrik Kjølstad, Kunle Olukotun
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
RiF: Improving Read Performance of Modern SSDs Using an On-Die Early-Retry Engine
Myoungjun Chun, Jaeyong Lee, Myungsuk Kim, Jisung Park, Jihong Kim
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
SACHI: A Stationarity-Aware, All-Digital, Near-Memory, Ising Architecture
Siddhartha Raman Sundara Raman, Lizy K. John, Jaydeep P. Kulkarni
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving
Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
SPARK: Scalable and Precision-Aware Acceleration of Neural Networks via Efficient Encoding
Fangxin Liu, Ning Yang, Haomin Li, Zongwu Wang, Zhuoran Song, Songwen Pei, Li Jiang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
START: Scalable Tracking for any Rowhammer Threshold
Anish Saxena, Moinuddin Qureshi
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Salus: Efficient Security Support for CXL-Expanded GPU Memory
Rahaf Abdullah, Hyokeun Lee, Huiyang Zhou, Amro Awad
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
SegScope: Probing Fine-grained Interrupts via Architectural Footprints
Xin Zhang, Zhi Zhang, Qingni Shen, Wenhao Wang, Yansong Gao, Zhuoxi Yang, Jiliang Zhang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System
Hongsun Jang, Jaeyong Song, Jaewon Jung, Jaeyoung Park, Youngsok Kim, Jinho Lee
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
SmartDIMM: In-Memory Acceleration of Upper Layer Protocols
Neel Patel, Amin Mamandipoor, Mohammad Nouri, Mohammad Alian
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Spatial Variation-Aware Read Disturbance Defenses: Experimental Analysis of Real DRAM Chips and Implications on Future Solutions
Abdullah Giray Yağlıkçı, Yahya Can Tuğrul, Geraldo F. Oliveira, İsmail Emir Yüksel, Ataberk Olgun, Haocong Luo, Onur Mutlu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
SpecFL: An Efficient Speculative Federated Learning System for Tree-based Model Training
Yuhui Zhang, Lutan Zhao, Cheng Che, XiaoFeng Wang, Dan Meng, Rui Hou
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Stellar: Energy-Efficient and Low-Latency SNN Algorithm and Hardware Co-Design with Spatiotemporal Computation
Ruixin Mao, Lin Tang, Xingyu Yuan, Ye Liu, Jun Zhou
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
StreamPIM: Streaming Matrix Computation in Racetrack Memory
Yuda An, Yunxiao Tang, Shushu Yi, Li Peng, Xiurui Pan, Guangyu Sun, Zhaochu Luo, Qiao Li, Jie Zhang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Supporting Secure Multi-GPU Computing with Dynamic and Batched Metadata Management
Seonjin Na, Jungwoo Kim, Sunho Lee, Jaehyuk Huh
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
TALCO: Tiling Genome Sequence Alignment Using Convergence of Traceback Pointers
Sumit Walia, Cheng Ye, Arkid Bera, Dhruvi Lodhavia, Yatish Turakhia
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search
Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
TinyTS: Memory-Efficient TinyML Model Compiler Framework on Microcontrollers
Yu-Yuan Liu, Hong-Sheng Zheng, Yu Fang Hu, Chen-Fong Hsu, Tsung Tai Yeh
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Uncovering and Exploiting AMD Speculative Memory Access Predictors for Fun and Profit
Chang Liu, Dongsheng Wang, Yongqiang Lyu, Pengfei Qiu, Yu Jin, Zhuoyuan Lu, Yinqian Zhang, Gang Qu
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Ursa: Lightweight Resource Management for Cloud-Native Microservices
Yanqi Zhang, Zhuangzhuang Zhou, Sameh Elnikety, Christina Delimitrou
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
Usas: A Sustainable Continuous-Learning´ Framework for Edge Servers
Cyan Subhra Mishra, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan, Chita R Das
Computer Architecture & HPC
日本大学: 関与なし（対象大学）
2024 · HPCA
WASP: Exploiting GPU Pipeline Parallelism with Hardware-Accelerated Automatic Warp Specialization
Neal C. Crago, Sana Damani, Karthikeyan Sankaralingam, Stephen W. Keckler
Computer Architecture & HPC
日本大学: 関与なし（対象大学）