- SLURM Heterogeneous Jobs for Hybrid Classical-Quantum Workflows
2025/06/04 by Esposito, Aniello, Haus, Utz-Uwe · 6 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
2025/06/04 by Jianqing Zhang, Xinghao Wu, Zhang, Jianqing +17 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- The Cloud Next Door: Investigating the Environmental and Socioeconomic Strain of Datacenters on Local Communities
2025/06/03 by Ngata, Wacuka, Bashir, Noman, Westerlaken, Michelle +3 · 2 citations
#Computers and Society (cs.CY) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- KVCache Cache in the Wild: Characterizing and Optimizing KVCache Cache at a Large Cloud Provider
2025/06/03 by Jiahao Wang, Wang, Jiahao, Han, Jinbo +13 · 12 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- GPU-Parallelizable Randomized Sketch-and-Precondition for Linear Regression using Sparse Sign Sketches
2025/06/03 by Tyler Chen, Pradeep Niroula, Chen, Tyler +8 · 2 citations
Computer Science · #Advanced Neural Network Applications #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #FOS: Mathematics #Matrix Theory and Algorithms #Numerical Analysis (math.NA) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- EvoGit: Decentralized Code Evolution via Git-Based Multi-Agent Collaboration
2025/06/01 by Beichen Huang, Huang, Beichen, Ran Cheng +3 · 1 voice · 1 citation
Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE) #Parallel #Software Engineering Research #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.MA #cs.NE
- FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning
2025/06/01 by Rukuo Li, Jianchun Liu, Li, Rukuo +5 · 6 citations
Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Distributed #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Parallel #Robotics and Sensor-Based Localization #and Cluster Computing (cs.DC)
- SkyWalker: A Locality-Aware Cross-Region Load Balancer for LLM Inference
2025/05/30 by Xia, Tian, Mao, Ziming, Kerney, Jamison +5 · 7 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Evaluating the Efficacy of LLM-Based Reasoning for Multiobjective HPC Job Scheduling
2025/05/29 by Jadhav, Prachi, Jin, Hongwei, Deelman, Ewa +1 · 2 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- The National Research Platform: Stretched, Multi-Tenant, Scientific Kubernetes Cluster
2025/05/28 by Weitzel, Derek, Graves, Ashton, Albin, Sam +9 · 8 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- The Panaceas for Improving Low-Rank Decomposition in Communication-Efficient Federated Learning
2025/05/29 by Li, Shiwei, Luo, Xiandi, Wang, Haozhao +6 · 4 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Speeding up Model Loading with fastsafetensors
2025/05/29 by Takeshi Yoshimura, Yoshimura, Takeshi, Tatsuhiro Chiba +7 · 2 citations
Computer Science · Materials Science · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning in Materials Science #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Linear Layouts: Robust Code Generation of Efficient Tensor Computation Using \mathbbF2
2025/05/28 by Keren Zhou, Mario Lezcano, Zhou, Keren +19 · 1 voice · 4 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Performance (cs.PF) #Programming Languages (cs.PL) #and Cluster Computing (cs.DC) #cs.AR #cs.DC #cs.PF #cs.PL
- STRATUS: A Multi-agent System for Autonomous Reliability Engineering of Modern Clouds
2025/05/27 by Chen, Yinfang, Pan, Jiaqi, Clark, Jackson +7 · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- DistMLIP: A Distributed Inference Platform for Machine Learning Interatomic Potentials
2025/05/28 by Kevin Han, Han, Kevin, Bowen Deng +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- KPerfIR: Towards an Open and Compiler-centric Ecosystem for GPU Kernel Performance Tooling on Modern AI Workloads
2025/05/27 by Guan, Yue, Fang, Yuanwei, Zhou, Keren +5 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- Incentivizing Permissionless Distributed Learning of LLMs
2025/05/27 by Lidin, Joel, Sarfi, Amir, Pappas, Evangelos +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Constructive community race: full-density spiking neural network model drives neuromorphic computing
2025/05/27 by Senk, Johanna, Kurth, Anno C., Furber, Steve +18 · 3 citations
#Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Complexity landscape for local certification
2025/05/27 by Bousquet, Nicolas, Feuilloley, Laurent, Zeitoun, Sébastien · 2 citations
#Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Fast and Cost-effective Speculative Edge-Cloud Decoding with Early Exits
2025/05/27 by Yeshwanth Venkatesha, Souvik Kundu, Venkatesha, Yeshwanth +3 · 6 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Robotics (cs.RO) #Robotics and Automated Systems #and Cluster Computing (cs.DC)
- Time-Series Learning for Proactive Fault Prediction in Distributed Systems with Deep Neural Structures
2025/05/27 by Yang Wang, Wenxuan Zhu, Wang, Yang +9 · 6 citations
Computer Science · Engineering · #Advanced Computational Techniques and Applications #Anomaly Detection Techniques and Applications #Distributed #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Win Fast or Lose Slow: Balancing Speed and Accuracy in Latency-Sensitive Decisions of LLMs
2025/05/26 by Hao Kang, Kang, Hao, Qingru Zhang +11 · 2 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Parallel #Semantic Web and Ontologies #and Cluster Computing (cs.DC)
- QMIO: A tightly integrated hybrid HPCQC system
2025/05/25 by Javier López Cacheiro, Cacheiro, Javier, Sánchez, Álvaro C +10 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Distributed #Distributed and Parallel Computing Systems #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- H2:Towards Efficient Large-Scale LLM Training on Hyper-Heterogeneous Cluster over 1,000 Chips
2025/05/23 by Ding Tang, Jiecheng Zhou, Tang, Ding +13 · 2 voices
Computer Science · #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC) #cs.DC
- DiFache: Efficient and Scalable Caching on Disaggregated Memory using Decentralized Coherence
2025/05/23 by Zhang, Hanze, Wang, Kaiming, Chen, Rong +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- DecLock: A Case of Decoupled Locking for Disaggregated Memory
2025/05/23 by Zhang, Hanze, Cheng, Ke, Chen, Rong +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- LogStamping: A blockchain-based log auditing approach for large-scale systems
2025/05/22 by Islam, Md Shariful, Rahman, M. Sohel · 1 citation
#Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Edge-First Language Model Inference: Models, Metrics, and Tradeoffs
2025/05/22 by Jang, SiYoung, Morabito, Roberto · 3 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Recursive Offloading for LLM Serving in Multi-tier Networks
2025/05/22 by Wu, Zhiyuan, Sun, Sheng, Wang, Yuwei +5 · 2 citations
#Distributed #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference
2025/05/19 by Luo, Shuqing, Li, Pingzhi, Peng, Jie +7 · 2 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
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