- Huize Li, Zhaoying Li, Zhenyu Bai, Tulika Mitra:
ASADI: Accelerating Sparse Attention Using Diagonal-based In-Situ Computing. HPCA 2024: 774-787 - Yueying Li, Nikita Lazarev, David Koufaty, Tenny Yin, Andy Anderson, Zhiru Zhang, G. Edward Suh, Kostis Kaffes, Christina Delimitrou:
LibPreemptible: Enabling Fast, Adaptive, and Hardware-Assisted User-Space Scheduling. HPCA 2024: 922-936 - Yi Li, Tsun-Yu Yang, Ming-Chang Yang, Zhaoyan Shen, Bingzhe Li:
Celeritas: Out-of-Core Based Unsupervised Graph Neural Network via Cross-Layer Computing 2024. HPCA 2024: 91-107 - Wenxue Li, Junyi Zhang, Yufei Liu, Gaoxiong Zeng, Zilong Wang, Chaoliang Zeng, Pengpeng Zhou, Qiaoling Wang, Kai Chen:
Cepheus: Accelerating Datacenter Applications with High-Performance RoCE-Capable Multicast. HPCA 2024: 908-921 - Zhiqi Lin, Youshan Miao, Guanbin Xu, Cheng Li, Olli Saarikivi, Saeed Maleki, Fan Yang:
Tessel: Boosting Distributed Execution of Large DNN Models via Flexible Schedule Search. HPCA 2024: 803-816 - Chang Liu, Dongsheng Wang, Yongqiang Lyu, Pengfei Qiu, Yu Jin, Zhuoyuan Lu, Yinqian Zhang, Gang Qu:
Uncovering and Exploiting AMD Speculative Memory Access Predictors for Fun and Profit. HPCA 2024: 31-45 - Dajiang Liu, Yuxin Xia, Jiaxing Shang, Jiang Zhong, Peng Ouyang, Shouyi Yin:
E2EMap: End-to-End Reinforcement Learning for CGRA Compilation via Reverse Mapping. HPCA 2024: 46-60 - Fangxin Liu, Ning Yang, Haomin Li, Zongwu Wang, Zhuoran Song, Songwen Pei, Li Jiang:
SPARK: Scalable and Precision-Aware Acceleration of Neural Networks via Efficient Encoding. HPCA 2024: 1029-1042 - Yu-Yuan Liu, Hong-Sheng Zheng, Yu Fang Hu, Chen-Fong Hsu, Tsung Tai Yeh:
TinyTS: Memory-Efficient TinyML Model Compiler Framework on Microcontrollers. HPCA 2024: 848-860 - Xiaoyang Lu, Hamed Najafi, Jason Liu, Xian-He Sun:
CHROME: Concurrency-Aware Holistic Cache Management Framework with Online Reinforcement Learning. HPCA 2024: 1154-1167 - Chenlin Ma, Yingping Wang, Fuwen Chen, Jing Liao, Yi Wang, Rui Mao:
Rapper: A Parameter-Aware Repair-in-Memory Accelerator for Blockchain Storage Platform. HPCA 2024: 468-482 - Ruixin Mao, Lin Tang, Xingyu Yuan, Ye Liu, Jun Zhou:
Stellar: Energy-Efficient and Low-Latency SNN Algorithm and Hardware Co-Design with Spatiotemporal Computation. HPCA 2024: 172-185 - Evan McKinney, Michael Hatridge, Alex K. Jones:
MIRAGE: Quantum Circuit Decomposition and Routing Collaborative Design Using Mirror Gates. HPCA 2024: 704-718 - Cyan Subhra Mishra, Jack Sampson, Mahmut Taylan Kandemir, Vijaykrishnan Narayanan, Chita R. Das:
Usas: A Sustainable Continuous-Learning' Framework for Edge Servers. HPCA 2024: 891-907 - Seonjin Na, Jungwoo Kim, Sunho Lee, Jaehyuk Huh:
Supporting Secure Multi-GPU Computing with Dynamic and Batched Metadata Management. HPCA 2024: 204-217 - Fuping Niu, Jianhui Yue, Jiangqiu Shen, Xiaofei Liao, Hai Jin:
FlashGNN: An In-SSD Accelerator for GNN Training. HPCA 2024: 361-378 - Geraldo F. Oliveira, Ataberk Olgun, Abdullah Giray Yaglikçi, F. Nisa Bostanci, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu:
MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Computing. HPCA 2024: 186-203 - Sangsoo Park, KyungSoo Kim, Jinin So, Jin Jung, Jonggeon Lee, Kyoungwan Woo, Nayeon Kim, Younghyun Lee, Hyungyo Kim, Yongsuk Kwon, Jinhyun Kim, Jieun Lee, YeonGon Cho, Yongmin Tai, Jeonghyeon Cho, Hoyoung Song, Jung Ho Ahn, Nam Sung Kim:
An LPDDR-based CXL-PNM Platform for TCO-efficient Inference of Transformer-based Large Language Models. HPCA 2024: 970-982 - Neel Patel, Amin Mamandipoor, Mohammad Nouri, Mohammad Alian:
SmartDIMM: In-Memory Acceleration of Upper Layer Protocols. HPCA 2024: 312-329 - Prasetiyo, Adiwena Putra, Joo-Young Kim:
Morphling: A Throughput-Maximized TFHE-based Accelerator using Transform-domain Reuse. HPCA 2024: 249-262 - Antonis Psistakis, Fabien Chaix, Josep Torrellas:
MINOS: Distributed Consistency and Persistency Protocol Implementation & Offloading to SmartNICs. HPCA 2024: 1-17 - Siddhartha Raman Sundara Raman, Lizy K. John, Jaydeep P. Kulkarni:
SACHI: A Stationarity-Aware, All-Digital, Near-Memory, Ising Architecture. HPCA 2024: 719-731 - Jie Ren, Dong Xu, Shuangyan Yang, Jiacheng Zhao, Zhicheng Li, Christian Navasca, Chenxi Wang, Guoqing Harry Xu, Dong Li:
Enabling Large Dynamic Neural Network Training with Learning-based Memory Management. HPCA 2024: 788-802 - Anish Saxena, Moinuddin K. Qureshi:
START: Scalable Tracking for any Rowhammer Threshold. HPCA 2024: 578-592 - Hossein SeyyedAghaei, Mahmood Naderan-Tahan, Lieven Eeckhout:
GPU Scale-Model Simulation. HPCA 2024: 1125-1140 - Yalong Shan, Yongkui Yang, Xuehai Qian, Zhibin Yu:
Guser: A GPGPU Power Stressmark Generator. HPCA 2024: 1111-1124 - Man Shi, Vikram Jain, Antony Joseph, Maurice Meijer, Marian Verhelst:
BitWave: Exploiting Column-Based Bit-Level Sparsity for Deep Learning Acceleration. HPCA 2024: 732-746 - Joonseop Sim, Soohong Ahn, Taeyoung Ahn, Seungyong Lee, Myunghyun Rhee, Jooyoung Kim, Kwangsik Shin, Donguk Moon, Euiseok Kim, Kyoung Park:
Computational CXL-Memory Solution for Accelerating Memory-Intensive Applications. HPCA 2024: 615 - Chetan Choppali Sudarshan, Nikhil Matkar, Sarma B. K. Vrudhula, Sachin S. Sapatnekar, Vidya A. Chhabria:
ECO-CHIP: Estimation of Carbon Footprint of Chiplet-based Architectures for Sustainable VLSI. HPCA 2024: 671-685