Proceedings - International Symposium on Computer Architecture/Proceedings 2025: all accepted papers
- Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI ArchitecturesChenggang Zhao, Chengqi Deng, Chong Ruan et al.41 citations · our summary
- H 2 -LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-based Low-Batch LLM Inference ↗Cong Li, Yihan Yin, Xintong Wu et al.34 citations
- WSC-LLM: Efficient LLM Service and Architecture Co-exploration for Wafer-scale Chips ↗Zheng Ming Xu, Dehao Kong, Jiaxin Liu et al.22 citations
- LIA: A Single-GPU LLM Inference Acceleration with Cooperative AMX-Enabled CPU-GPU Computation and CXL Offloading ↗Hyungyo Kim, Nachuan Wang, Qirong Xia et al.20 citations
- LUT Tensor Core: A Software-Hardware Co-Design for LUT-Based Low-Bit LLM Inference ↗Zhiwen Mo, Lei Wang, Jianyu Wei et al.18 citations
- Neo: Towards Efficient Fully Homomorphic Encryption Acceleration using Tensor Core ↗Dian Jiao, Xianglong Deng, Zhiwei Wang et al.18 citations
- Oaken: Fast and Efficient LLM Serving with Online-Offline Hybrid KV Cache Quantization ↗Minsu Kim, Seongmin Hong, Ryeowook Ko et al.17 citations
- PD Constraint-aware Physical/Logical Topology Co-Design for Network on Wafer ↗Qize Yang, Taiquan Wei, Sihan Guan et al.16 citations
- RAGO: Systematic Performance Optimization for Retrieval-Augmented Generation Serving ↗Wenqi Jiang, Suvinay Subramanian, Cat Graves et al.16 citations
- WindServe: Efficient Phase-Disaggregated LLM Serving with Stream-based Dynamic Scheduling ↗Jingqi Feng, Yukai Huang, Rui Zhang et al.16 citations
- AiF: Accelerating On-Device LLM Inference Using In-Flash Processing ↗Jaeyong Lee, Hyeunjoo Kim, Sanghun Oh et al.14 citations
- Meta's Second Generation AI Chip: Model-Chip Co-Design and Productionization Experiences ↗Joel Coburn, Chunqiang Tang, Sameer Abu Asal et al.14 citations
- REIS: A High-Performance and Energy-Efficient Retrieval System with In-Storage Processing ↗Kangqi Chen, Rakesh Nadig, Manos Frouzakis et al.14 citations
- MoPAC: Efficiently Mitigating Rowhammer with Probabilistic Activation Counting ↗Suhas Vittal, Salman Qazi, Poulami Das et al.13 citations
- Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-Aware Cache Compression ↗Feng Cheng, Cong Guo, Chiyue Wei et al.12 citations
- Need for zkSpeed: Accelerating HyperPlonk for Zero-Knowledge Proofs ↗Alhad Daftardar, Jianqiao Mo, Joey Ah-kiow et al.12 citations
- Chimera: Communication Fusion for Hybrid Parallelism in Large Language Models ↗Le Qin, Junwei Cui, Weilin Cai et al.11 citations
- Cramming a Data Center into One Cabinet, a Co-Exploration of Computing and Hardware Architecture of Waferscale Chip ↗Xingmao Yu, Dingcheng Jiang, Jinyi Deng et al.11 citations
- Fair-CO2: Fair Attribution for Cloud Carbon Emissions ↗Leo Han, Jash Kakadia, Benjamin C. Lee et al.11 citations
- Hybe: GPU-NPU Hybrid System for Efficient LLM Inference with Million-Token Context Window ↗Seungjae Moon, Junseo Cha, Hyunjun Park et al.11 citations
- ANSMET: Approximate Nearest Neighbor Search with Near-Memory Processing and Hybrid Early Termination ↗Yiwei Li, Yuxin Jin, Boyu Tian et al.10 citations
- DReX: Accurate and Scalable Dense Retrieval Acceleration via Algorithmic-Hardware Codesign ↗Derrick Quinn, E. Ezgi Yücel, Martin Prammer et al.10 citations
- Dadu-Corki: Algorithm-Architecture Co-Design for Embodied AI-powered Robotic Manipulation ↗Yiyang Huang, Yuhui Hao, Yu Bo et al.10 citations
- HeterRAG: Heterogeneous Processing-in-Memory Acceleration for Retrieval-augmented Generation ↗Chaoqiang Liu, Haifeng Liu, Dan Chen et al.10 citations
- MicroScopiQ: Accelerating Foundational Models through Outlier-Aware Microscaling Quantization ↗Akshat Ramachandran, Souvik Kundu, Tushar Krishna10 citations
- ArtMem: Adaptive Migration in Reinforcement Learning-Enabled Tiered Memory ↗Xinyue Yi, Hongchao Du, Yu Wang et al.9 citations
- DCPerf: An Open-Source, Battle-Tested Performance Benchmark Suite for Datacenter Workloads ↗Wei Su, Abhishek Dhanotia, Carlos Torres et al.9 citations
- DREAM: Enabling Low-Overhead Rowhammer Mitigation via Directed Refresh Management ↗Hritvik Taneja, Moinuddin K. Qureshi9 citations
- Forest: Access-aware GPU UVM Management ↗Mao Lin, Yuan Feng, Guilherme Cox et al.9 citations
- In-Storage Acceleration of Retrieval Augmented Generation as a Service ↗Rohan Mahapatra, Harsha Santhanam, Christopher Priebe et al.9 citations
- Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks ↗Chiyue Wei, Bowen Duan, Cong Guo et al.9 citations
- Reconfigurable Stream Network Architecture ↗C.C. Wang, Xiaofan Zhang, Jason Cong et al.9 citations
- Scaling Llama 3 Training with Efficient Parallelism Strategies ↗Weiwei Chu, Xinfeng Xie, Jiecao Yu et al.9 citations
- SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting ↗Jiaming Xu, Jiayi Pan, Yongkang Zhou et al.9 citations
- FAST:An FHE Accelerator for Scalable-parallelism with Tunable-bit ↗Shengyu Fan, Xianglong Deng, Liang Kong et al.8 citations
- FRED: A Wafer-scale Fabric for 3D Parallel DNN Training ↗Saeed Rashidi, William Won, Sudarshan Srinivasan et al.8 citations
- Heliostat: Harnessing Ray Tracing Accelerators for Page Table Walks ↗Yuan Feng, Yuke Li, Jiwon Lee et al.8 citations
- Transitive Array: An Efficient GEMM Accelerator with Result Reuse ↗Cong Guo, Chiyue Wei, Jiaming Tang et al.8 citations
- Variational Quantum Algorithms in the era of Early Fault Tolerance ↗Siddharth Dangwal, Suhas Vittal, Lennart Maximilian Seifert et al.8 citations
- RTSpMSpM: Harnessing Ray Tracing for Efficient Sparse Matrix Computations ↗Hongrui Zhang, Yunan Zhang, Hung‐Wei Tseng7 citations
- Resource Analysis of Low-Overhead Transversal Architectures for Reconfigurable Atom Arrays ↗Hengyun Zhou, Casey Duckering, Chen Zhao et al.7 citations
- UPP: Universal Predicate Pushdown to Smart Storage ↗Ipoom Jeong, Jinghan Huang, Chuxuan Hu et al.7 citations
- WarmCache: Exploiting STT-RAM Cache for Low-Power Intermittent Systems ↗Noureldin Hassan, Byounguk Min, Changhee Jung et al.7 citations
- Zettafly: A Network Topology with Flexible Non-blocking Regions for Large-scale AI and HPC Systems ↗Dezun Dong, Ziyu Wang, Fei Lei7 citations
- Light-weight Cache Replacement for Instruction Heavy Workloads ↗Saba Mostofi, Setu Gupta, Ahmad Hassani et al.6 citations
- Lumina: Real-Time Neural Rendering by Exploiting Computational Redundancy ↗Yu Feng, Weikai Lin, Yuge Cheng et al.6 citations
- OptiPIM: Optimizing Processing-in-Memory Acceleration Using Integer Linear Programming ↗Jiantao Liu, Minxuan Zhou, Yue Pan et al.6 citations
- Process Only Where You Look: Hardware and Algorithm Co-optimization for Efficient Gaze-Tracked Foveated Rendering in Virtual Reality ↗Haiyu Wang, Wenxuan Liu, Kenneth Chen et al.6 citations
- PuDHammer: Experimental Analysis of Read Disturbance Effects of Processing-using-DRAM in Real DRAM Chips ↗İsmail Emir Yüksel, Akash Sood, Ataberk Olgun et al.6 citations
- When Mitigations Backfire: Timing Channel Attacks and Defense for PRAC-Based RowHammer Mitigations ↗Jeonghyun Woo, Joy Qu, Gururaj Saileshwar et al.6 citations
- AMALI: An Analytical Model for Accurately Modeling LLM Inference on Modern GPUs ↗Shiheng Cao, Junmin Wu, Junshi Chen et al.5 citations
- Accelerating Simulation of Quantum Circuits under Noise via Computational Reuse ↗Meng Wang, Swamit Tannu, Prashant J. Nair5 citations
- Avalanche: Optimizing Cache Utilization via Matrix Reordering for Sparse Matrix Multiplication Accelerator ↗Gwangeun Byeon, Seongwook Kim, Hyungjin Kim et al.5 citations
- Hermes: Algorithm-System Co-design for Efficient Retrieval-Augmented Generation At-Scale ↗Michael Shen, Muhammad Umar, Kiwan Maeng et al.5 citations
- Hybrid SLC-MLC RRAM Mixed-Signal Processing-in-Memory Architecture for Transformer Acceleration via Gradient Redistribution ↗Chang Eun Song, Priyansh Bhatnagar, Zihan Xia et al.5 citations
- Rethinking Prefetching for Intermittent Computing ↗Gan Fang, Jianping Zeng, Aditya Gupta et al.5 citations
- ANVIL: An In-Storage Accelerator for Name–Value Data Stores ↗Ryan Wong, Nikita Kim, Aniket Das et al.4 citations
- Adaptive CHERI Compartmentalization for Heterogeneous Accelerators ↗Jianyi Cheng, A. Theodore Markettos, Alexandre Joannou et al.4 citations
- Avant-Garde: Empowering GPUs with Scaled Numeric Formats ↗Minseong Gil, Dongho Ha, Simla Burcu Harma et al.4 citations
- BingoGCN: Towards Scalable and Efficient GNN Acceleration with Fine-Grained Partitioning and SLT ↗Jiale Yan, Hiroaki Ito, Yuta Nagahara et al.4 citations
- Bishop: Sparsified Bundling Spiking Transformers on Heterogeneous Cores with Error-constrained Pruning ↗Boxun Xu, Yuxuan Yin, Vikram Iyer et al.4 citations
- Dynamic Load Balancer in Intel Xeon Scalable Processor: Performance Analyses, Enhancements, and Guidelines ↗Jiaqi Lou, Srikar Vanavasam, Yifan Yuan et al.4 citations
- FATE: Boosting the Performance of Hyper-Dimensional Computing Intelligence with Flexible Numerical DAta TypE ↗Haoming Li, Fangxin Liu, Yichi Chen et al.4 citations
- Folded Banks: 3D-Stacked HBM Design for Fine-Grained Random-Access Bandwidth ↗Vignesh Adhinarayanan, Bradford M. Beckmann, Wantong Li et al.4 citations
- HardHarvest: Hardware-Supported Core Harvesting for Microservices ↗Jovan Stojkovic, Chunao Liu, Muhammad Shahbaz et al.4 citations
- Hardware-aware Calibration Protocol for Quantum Computers ↗Yuchen Zhu, Jinglei Cheng, Boxi Li et al.4 citations
- Precise exceptions in relaxed architectures ↗Ben Simner, Alasdair Armstrong, Thomas Bauereiß et al.4 citations
- Profile-Guided Temporal Prefetching ↗Mengming Li, Qijun Zhang, Yu-Ang Gao et al.4 citations
- SwitchQNet: Optimizing Distributed Quantum Computing for Quantum Data Centers with Switch Networks ↗Hezi Zhang, Yiran Xu, Haotian Hu et al.4 citations
- Synchronization for Fault-Tolerant Quantum Computers ↗Satvik Maurya, Swamit Tannu4 citations
- A4: Microarchitecture-Aware LLC Management for Datacenter Servers with Emerging I/O Devices ↗Haneul Park, Jiaqi Lou, Sangjin Lee et al.3 citations
- ATiM: Autotuning Tensor Programs for Processing-in-DRAM ↗Yongwon Shin, Dookyung Kang, Hyojin Sung3 citations
- CORD: Low-Latency, Bandwidth-Efficient and Scalable Release Consistency via Directory Ordering ↗Yanpeng Yu, Nicolai Oswald, Anurag Khandelwal3 citations
- Constant-Rate Entanglement Distillation for Fast Quantum Interconnects ↗Christopher A. Pattison, Gefen Baranes, J. Pablo Bonilla Ataides et al.3 citations
- DS-TPU: Dynamical System for on-Device Lifelong Graph Learning with Nonlinear Node Interaction ↗Chunshu Wu, Ruibing Song, Chuan Liu et al.3 citations
- DiTile-DGNN: An Efficient Accelerator for Distributed Dynamic Graph Neural Network Inference ↗Jiaqi Yang, Hao Zheng, Ahmed Louri3 citations
- Evaluating Ruche Networks: Physically Scalable, Cost-Effective, Bandwidth-Flexible NoCs ↗Dai Cheol Jung, Michael Bedford Taylor3 citations
- FlexNeRFer: A Multi-Dataflow, Adaptive Sparsity-Aware Accelerator for On-Device NeRF Rendering ↗Seock-Hwan Noh, Banseok Shin, Jeik Choi et al.3 citations
- GPUs All Grown-Up: Fully Device-Driven SpMV Using GPU Work Graphs ↗Fabian Wildgrube, Pete Ehrett, Paul Trojahn et al.3 citations
- LightML: A Photonic Accelerator for Efficient General Purpose Machine Learning ↗Liang Liu, Sadra Rahimi Kari, Xin Xin et al.3 citations
- MagiCache: A Virtual In-Cache Computing Engine ↗Renhao Fan, Yikai Cui, Weike Li et al.3 citations
- MeshSlice: Efficient 2D Tensor Parallelism for Distributed DNN Training ↗Hyoungwook Nam, Gerasimos Gerogiannis, Josep Torrellas3 citations
- Qtenon: Towards Low-Latency Architecture Integration for Accelerating Hybrid Quantum-Classical Computing ↗Chenning Tao, Liqiang Lu, Size Zheng et al.3 citations
- Cassandra: Efficient Enforcement of Sequential Execution for Cryptographic Programs ↗Ali Hajiabadi, Trevor E. Carlson2 citations
- CoopRT: Accelerating BVH Traversal for Ray Tracing via Cooperative Threads ↗Yavuz Selim Tozlu, Huiyang Zhou2 citations
- DX100: Programmable Data Access Accelerator for Indirection ↗Alireza Khadem, Kamalavasan Kamalakkannan, Zhenyan Zhu et al.2 citations
- Debunking the CUDA Myth Towards GPU-based AI Systems ↗Yunjae Lee, Juntaek Lim, Jehyeon Bang et al.2 citations
- EOD: Enabling Low Latency GNN Inference via Near-Memory Concatenate Aggregation ↗Taehwan Kim, Yunki Han, Seohye Ha et al.2 citations
- Enabling Ahead Prediction with Practical Energy Constraints ↗Lingzhe Chester Cai, Aniket Deshmukh, Yale N. Patt2 citations
- Finesse: An Agile Design Framework for Pairing-based Cryptography via Software/Hardware Co-Design ↗Tianwei Pan, Tianao Dai, Jianlei Yang et al.2 citations
- HPVM-HDC: A Heterogeneous Programming System for Accelerating Hyperdimensional Computing ↗Russel Arbore, Xavier Routh, Abdul Rafae Noor et al.2 citations
- HYTE: Flexible Tiling for Sparse Accelerators via Hybrid Static-Dynamic Approaches ↗Xintong Li, Zhouyi Li, Mingyu Gao2 citations
- HiPER: Hierarchically-Composed Processing for Efficient Robot Learning-Based Control ↗Justin Ting, Moonchurl Kim, Junkang Zhu et al.2 citations
- MD-pipe: A Strong Scaling Enhanced Pipeline Architecture for Ab Initio Accuracy Molecular Dynamics ↗Ning Kang, Guojun Yuan, Zihan Yan et al.2 citations
- Magellan: A High-Performance Loop-Guided Prefetcher for Indirect Memory Access ↗Gelin Fu, Tian Xia, Mingzhuo Yin et al.2 citations
- NMP-PaK: Near-Memory Processing Acceleration of Scalable De Novo Genome Assembly ↗Heewoo Kim, Sanjay Sri Vallabh Singapuram, Haojie Ye et al.2 citations
- Neoscope: How Resilient Is My SoC to Workload Churn? ↗Joseph Rogers, Lieven Eeckhout, Taha Soliman et al.2 citations
- NetCrafter: Tailoring Network Traffic for Non-Uniform Bandwidth Multi-GPU Systems ↗Amel Fatima, Yang Yang, Yifan Sun et al.2 citations
- RAP: Reconfigurable Automata Processor ↗Ziyuan Wen, Alexis Le Glaunec, Konstantinos Mamouras et al.2 citations
- Reinforcement Learning-Guided Graph State Generation in Photonic Quantum Computers ↗Yingheng Li, Yue Dai, Aditya Pawar et al.2 citations
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