31. Astra: A Multi-Agent System for GPU Kernel Performance Optimization
    2025/09/09 by Anjiang Wei, Wei, Anjiang, Sun, Tianran +12 · 11 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
32. FineServe: Precision-Aware KV Slab and Two-Level Scheduling for Heterogeneous Precision LLM Serving
    2025/09/08 by Kyungmin Bin, Seungbeom Choi, Bin, Kyungmin +13 · 3 citations
    Computer Science · Engineering · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Parallel #Real-Time Systems Scheduling #and Cluster Computing (cs.DC)
33. DISTRIBUTEDANN: Efficient Scaling of a Single DISKANN Graph Across Thousands of Computers
    2025/09/07 by Adams, Philip, Li, Menghao, Zhang, Shi +6 · 5 citations
    #Data Structures and Algorithms (cs.DS) #Distributed #E.1 #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Parallel #and Cluster Computing (cs.DC)
34. MLP-Offload: Multi-Level, Multi-Path Offloading for LLM Pre-training to Break the GPU Memory Wall
    2025/09/02 by Maurya, Avinash, Rafique, M. Mustafa, Cappello, Franck +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #E.2 #FOS: Computer and information sciences #H.2.0 #I.2.11 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
35. KVComp: A High-Performance, LLM-Aware, Lossy Compression Framework for KV Cache
    2025/08/30 by Bo Jiang, Taolue Yang, Jiang, Bo +9 · 1 voice · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.DC
36. Collaborative Evolution of Intelligent Agents in Large-Scale Microservice Systems
    2025/08/28 by Jianping Li, Li, Yilin, Song Ie Han +7 · 8 citations
    Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Parallel #Software System Performance and Reliability #and Cluster Computing (cs.DC)
37. SwizzlePerf: Hardware-Aware LLMs for GPU Kernel Performance Optimization
    2025/08/27 by Tschand, Arya, Awad, Muhammad, Swann, Ryan +5 · 6 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
38. HPC Digital Twins for Evaluating Scheduling Policies, Incentive Structures and their Impact on Power and Cooling
    2025/08/27 by Maiterth, Matthias, Brewer, Wesley H., Kuruvella, Jaya S. +8 · 4 citations
    #Artificial Intelligence (cs.AI) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
39. Architecting Distributed Quantum Computers: Design Insights from Resource Estimation
    2025/08/26 by Filippov, Dmitry, Yang, Peter, Murali, Prakash · 1 citation
    #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
40. History Rhymes: Accelerating LLM Reinforcement Learning with RhymeRL
    2025/08/26 by He, Jingkai, Li, Tianjian, Feng, Erhu +5 · 13 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
41. ClusterFusion: Expanding Operator Fusion Scope for LLM Inference via Cluster-Level Collective Primitive
    2025/08/26 by Luo, Xinhao, Liu, Zihan, Zhou, Yangjie +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
42. Strata: Hierarchical Context Caching for Long Context Language Model Serving
    2025/08/26 by Xie, Zhiqiang, Xu, Ziyi, Zhao, Mark +5 · 5 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
43. Experiences with Model Context Protocol Servers for Science and High Performance Computing
    2025/08/25 by Pan, Haochen, Chard, Ryan, Mello, Reid +12 · 1 citation
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
44. Easy Acceleration with Distributed Arrays
    2025/08/24 by Jeremy Kepner, Kepner, Jeremy, Chansup Byun +43 · 1 voice
    Computer Science · #Computational Engineering #Distributed #FOS: Computer and information sciences #Finance #Mathematical Software (cs.MS) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC) #and Science (cs.CE) #cs.CE #cs.DC #cs.MS #cs.PF
45. TokenLake: A Unified Segment-level Prefix Cache Pool for Fine-grained Elastic Long-Context LLM Serving
    2025/08/24 by Wu, Bingyang, Zhang, Zili, Zhong, Yinmin +4 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
46. Systematic Characterization of LLM Quantization: A Performance, Energy, and Quality Perspective
    2025/08/22 by Shi, Tianyao, Ding, Yi · 4 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
47. GPT-OSS-20B: A Comprehensive Deployment-Centric Analysis of OpenAI's Open-Weight Mixture of Experts Model
    2025/08/22 by Deepak Kumar, Divakar Yadav, Kumar, Deepak +3 · 3 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Mobile Crowdsensing and Crowdsourcing #Parallel #Performance (cs.PF) #Scientific Computing and Data Management #Software System Performance and Reliability #and Cluster Computing (cs.DC)
48. HyperFlexis: Joint Design of Algorithms and Systems for Multi-SLO Serving and Fast Scaling
    2025/08/21 by Yousefijamarani, Zahra, Wang, Xinglu, Wang, Qian +12 · 2 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
49. Multi-IaC-Eval: Benchmarking Cloud Infrastructure as Code Across Multiple Formats
    2025/08/21 by Davidson, Sam, Li Sun, Sun, Li +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
50. LMDeploy Accelerates Mixed-Precision LLM Inference with TurboMind
    2025/08/21 by Li Zhang, Zhang, Li, Youhe Jiang +13 · 4 citations
    Computer Science · Materials Science · #Distributed #FOS: Computer and information sciences #Machine Learning in Materials Science #Natural Language Processing Techniques #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC)
51. LAMMPS-KOKKOS: Performance Portable Molecular Dynamics Across Exascale Architectures
    2025/08/19 by Johansson, Anders, Weinberg, Evan, Trott, Christian R. +2 · 2 citations
    #C.1.4 #C.2.4 #C.4 #Computational Physics (physics.comp-ph) #D.1.3 #D.3.4 #Distributed #E.1 #FOS: Computer and information sciences #FOS: Physical sciences #I.6 #I.6.8 #J.2 #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
52. X-MoE: Enabling Scalable Training for Emerging Mixture-of-Experts Architectures on HPC Platforms
    2025/08/18 by Yuan, Yueming, Gupta, Ahan, Li, Jianping +3 · 1 citation
    #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
53. Dissecting CPU-GPU Unified Physical Memory on AMD MI300A APUs
    2025/08/18 by Jacob Wahlgren, Gabin Schieffer, Wahlgren, Jacob +11 · 2 voices
    Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC) #cs.DC #cs.PF
54. Inter-APU Communication on AMD MI300A Systems via Infinity Fabric: a Deep Dive
    2025/08/15 by Schieffer, Gabin, Wahlgren, Jacob, Shi, Ruimin +4 · 2 voices · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
55. Minimmit: Fast Finality with Even Faster Blocks
    2025/08/14 by Brendan Kobayashi Chou, Chou, Brendan Kobayashi, Andrew Lewis-Pye +3 · 3 citations
    Computer Science · #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
56. A Survey on Parallel Text Generation: From Parallel Decoding to Diffusion Language Models
    2025/08/12 by Zhang, Lingzhe, Fang, Liancheng, Duan, Chiming +8 · 12 citations
    #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #I.2.7 #Parallel #and Cluster Computing (cs.DC)
57. A Reinforcement Learning-Driven Task Scheduling Algorithm for Multi-Tenant Distributed Systems
    2025/08/11 by Zhang, Xiaopei, Wang, Xingang, Wang, Xin · 4 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
58. Taming Cold Starts: Proactive Serverless Scheduling with Model Predictive Control
    2025/08/11 by Nguyen, Chanh, Bhuyan, Monowar, Elmroth, Erik · 1 citation
    #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
59. Kairos: Low-latency Multi-Agent Serving with Shared LLMs and Excessive Loads in the Public Cloud
    2025/08/09 by Chen, Jinyuan, Shi, Jiuchen, Chen, Quan +1 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
60. Theseus: A Distributed and Scalable GPU-Accelerated Query Processing Platform Optimized for Efficient Data Movement
    2025/08/07 by Aramburú, Felipe, Malpica, William, Abrougui, Kaouther +18 · 1 voice · 1 citation
    #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #H.2.4 #Parallel #and Cluster Computing (cs.DC)

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