61. 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)
62. 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)
63. 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)
64. High-Performance and Power-Efficient Emulation of Matrix Multiplication using INT8 Matrix Engines
    2025/08/06 by Yuki Uchino, Katsuhisa Ozaki, Uchino, Yuki +3 · 3 voices · 2 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.DC
65. PROV-AGENT: Unified Provenance for Tracking AI Agent Interactions in Agentic Workflows
    2025/08/04 by Souza, Renan, Gueroudji, Amal, DeWitt, Stephen +5 · 5 citations
    #68M14 #68P20 #68Q85 #68T30 #68T42 #C.2.4 #D.2.12 #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #H.2.4 #H.3.4 #I.2.11 #Parallel #and Cluster Computing (cs.DC)
66. VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
    2025/08/04 by Ma, Qianli, Zheng, Yaowei, Shi, Zhelun +9 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
67. Prefill-Decode Aggregation or Disaggregation? Unifying Both for Goodput-Optimized LLM Serving
    2025/08/04 by Chao Wang, Pengfei Zuo, Wang, Chao +9 · 6 citations
    Computer Science · Decision Sciences · #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #Parallel #Scientific Computing and Data Management #Software System Performance and Reliability #and Cluster Computing (cs.DC)
68. Ethereum Conflicts Graphed
    2025/07/27 by Biton, Dvir David, Friedman, Roy, Hay, Yaron · 2 citations
    #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
69. K⁴: Online Log Anomaly Detection Via Unsupervised Typicality Learning
    2025/07/26 by Weicong Chen, Vikash Singh, Chen, Weicong +9 · 2 voices · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.CL #cs.DC #cs.LG
70. PowerTrip: Exploiting Federated Heterogeneous Datacenter Power for Distributed ML Training
    2025/07/23 by Mehboob, Talha, Guo, Luanzheng, Tallent, Nathan +2 · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
71. Enhancing Quantum Federated Learning with Fisher Information-Based Optimization
    2025/07/23 by Bhatia, Amandeep Singh, Kais, Sabre · 1 citation
    #Artificial Intelligence (cs.AI) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
72. MultiKernelBench: A Multi-Platform Benchmark for Kernel Generation
    2025/07/20 by Wen, Zhongzhen, Zhang, Yinghui, Li, Zhong +3 · 10 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Performance (cs.PF) #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
73. CUDA-L1: Improving CUDA Optimization via Contrastive Reinforcement Learning
    2025/07/18 by Xiaoya Li, Li, Xiaoya, Sun, Xiaofei +5 · 19 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
74. Leveraging Multi-Instance GPUs through moldable task scheduling
    2025/07/18 by Villarrubia, Jorge, Costero, Luis, Igual, Francisco D. +1 · 3 citations
    #68M14 #68W40 #90B36 #90C27 #C.1.2 #C.1.4 #C.3.1 #D.1.3 #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #G.1.6 #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
75. PolyServe: Efficient Multi-SLO Serving at Scale
    2025/07/17 by Zhu, Kan, Shi, Haiyang, Xu, Le +4 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
76. BlockBPE: Parallel BPE Tokenization
    2025/07/16 by Amos You, You, Amos · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Distributed #Distributed and Parallel Computing Systems #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
77. Quantifying the Energy Consumption and Carbon Emissions of LLM Inference via Simulations
    2025/07/15 by Miray Özcan, Philipp Wiesner, Özcan, Miray +5 · 2 voices · 3 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.DC
78. Past-Future Scheduler for LLM Serving under SLA Guarantees
    2025/07/14 by Gong, Ruihao, Bai, Shihao, Wu, Siyu +5 · 4 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
79. Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout
    2025/07/14 by Liu, Ji, Ma, Beichen, Yu, Qiaolin +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
80. ElasticMM: Efficient Multimodal LLMs Serving with Elastic Multimodal Parallelism
    2025/07/14 by Liu, Zedong, Shenggan Cheng, Cheng, Shenggan +6 · 3 citations
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Machine Learning (cs.LG) #Parallel #Speech Recognition and Synthesis #Vehicle License Plate Recognition #and Cluster Computing (cs.DC)
81. KVFlow: Efficient Prefix Caching for Accelerating LLM-Based Multi-Agent Workflows
    2025/07/10 by Pan, Zaifeng, Patel, Ajjkumar, Hu, Zhengding +6 · 6 citations
    #Distributed #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Parallel #and Cluster Computing (cs.DC)
82. DICE: Data Influence Cascade in Decentralized Learning
    2025/07/09 by Zhu, Tongtian, Li, Wenhao, Wang, Can +1 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multiagent Systems (cs.MA) #Parallel #Social and Information Networks (cs.SI) #and Cluster Computing (cs.DC)
83. Nexus:Proactive Intra-GPU Disaggregation of Prefill and Decode in LLM Serving
    2025/07/09 by Shi, Xiaoxiang, Cai, Colin, Du, Junjia +1 · 5 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
84. SlimCaching: Edge Caching of Mixture-of-Experts for Distributed Inference
    2025/07/09 by Chen, Qian, Chen, Xianhao, Huang, Kaibin · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
85. AAPA: An Archetype-Aware Predictive Autoscaler with Uncertainty Quantification for Serverless Workloads on Kubernetes
    2025/07/08 by Guilin Zhang, Zhang, Guilin, Srinivas Vippagunta +12 · 1 citation
    Computer Science · #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Network Security and Intrusion Detection #Parallel #Software System Performance and Reliability #and Cluster Computing (cs.DC)
86. Demystifying NCCL: An In-depth Analysis of GPU Communication Protocols and Algorithms
    2025/07/07 by Zhiyi Hu, Siyuan Shen, Hu, Zhiyi +14 · 10 citations
    Computer Science · #C.2 #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Parallel #and Cluster Computing (cs.DC)
87. Performance Evaluation of General Purpose Large Language Models for Basic Linear Algebra Subprograms Code Generation
    2025/07/07 by Mukunoki, Daichi, Hayashi, Shun-ichiro, Hoshino, Tetsuya +1 · 1 citation
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Software (cs.MS) #Parallel #and Cluster Computing (cs.DC)
88. RVISmith: Fuzzing Compilers for RVV Intrinsics
    2025/07/04 by Yibo He, He, Yibo, Cunjian Huang +9 · 1 voice
    Computer Science · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #Programming Languages (cs.PL) #Software Engineering (cs.SE) #and Cluster Computing (cs.DC) #cs.CR #cs.DC #cs.PL #cs.SE
89. Domain-Adversarial Transfer Learning for Fault Root Cause Identification in Cloud Computing Systems
    2025/07/03 by Fang, Bruce, Gao, Danyi · 2 citations
    #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
90. Efficient Gate Reordering for Distributed Quantum Compiling in Data Centers
    2025/07/01 by Mengoni, Riccardo, Nadalin, Walter, Rennela, Mathys +5 · 4 citations
    #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)

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