- AdaParse: An Adaptive Parallel PDF Parsing and Resource Scaling Engine
2025/04/23 by Carlo Siebenschuh, Kyle Hippe, Siebenschuh, Carlo +24 · 1 voice · 2 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.CL #cs.DC #cs.IR #cs.LG
- DR.FIX: Automatically Fixing Data Races at Industry Scale
2025/04/22 by Behrang, Farnaz, Zhang, Zhizhou, Saioc, Georgian-Vlad +2 · 1 voice · 1 citation
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Programming Languages (cs.PL) #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
- SLO-Aware Scheduling for Large Language Model Inferences
2025/04/21 by Huang, Jinqi, Xiong, Yi, Yu, Xuebing +4 · 5 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- MoE Parallel Folding: Heterogeneous Parallelism Mappings for Efficient Large-Scale MoE Model Training with Megatron Core
2025/04/21 by Liu, Dennis, Yan, Zijie, Yao, Xin +15 · 5 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Cultivating Multidisciplinary Research and Education on GPU Infrastructure for Mid-South Institutions at the University of Memphis: Practice and Challenge
2025/04/21 by Sharif, Mayira, Han, Guangzeng, Liu, Weisi +1 · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- FedFetch: Faster Federated Learning with Adaptive Downstream Prefetching
2025/04/21 by Qifan Yan, Yan, Qifan, Andrew Liu +7 · 1 citation
Computer Science · #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- PipeWeaver: Addressing Data Dynamicity in Large Multimodal Model Training with Dynamic Interleaved Pipeline
2025/04/19 by Xue, Zhenliang, Hu, Hanpeng, Chen, Xing +7 · 2 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Robust Decentralized Quantum Kernel Learning for Noisy and Adversarial Environment
2025/04/18 by Ma, Wenxuan, Chen, Kuan-Cheng, Yu, Shang +2 · 7 citations
#Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- HPU: High-Bandwidth Processing Unit for Scalable, Cost-effective LLM Inference via GPU Co-processing
2025/04/18 by Myunghyun Rhee, Joonseop Sim, Rhee, Myunghyun +14 · 2 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Algorithms and Applications #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Magnetic confinement fusion research #Parallel #and Cluster Computing (cs.DC)
- Towards Optimal Distributed Edge Coloring with Fewer Colors
2025/04/17 by Jakob, Manuel, Maus, Yannic, Schager, Florian · 2 citations
#Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- RAGDoll: Efficient Offloading-based Online RAG System on a Single GPU
2025/04/17 by W. Yu, Ningyi Liao, Yu, Weiping +5 · 3 citations
Computer Science · Engineering · #Distributed #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Modular Robots and Swarm Intelligence #Operating Systems (cs.OS) #Parallel #and Cluster Computing (cs.DC)
- Deterministic Parallel High-Quality Hypergraph Partitioning
2025/04/16 by Krause, Robert, Gottesbüren, Lars, Maas, Nikolai · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Characterizing and Optimizing LLM Inference Workloads on CPU-GPU Coupled Architectures
2025/04/16 by Prabhu Vellaisamy, Thomas Labonte, Vellaisamy, Prabhu +8 · 5 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Parallel Computing and Optimization Techniques #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Scalability Optimization in Cloud-Based AI Inference Services: Strategies for Real-Time Load Balancing and Automated Scaling
2025/04/16 by Jin, Yihong, Yang, Ze · 9 citations
#Artificial Intelligence (cs.AI) #Distributed #F.2.2 #FOS: Computer and information sciences #I.2.8 #Parallel #and Cluster Computing (cs.DC)
- TurboFNO: High-Performance Fourier Neural Operator with Fused FFT-GEMM-iFFT on GPU
2025/04/16 by Shixun Wu, Yujia Zhai, Wu, Shixun +10 · 2 citations
Computer Science · Physics and Astronomy · #Distributed #FOS: Computer and information sciences #Model Reduction and Neural Networks #Numerical Methods and Algorithms #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Efficient Distributed Retrieval-Augmented Generation for Enhancing Language Model Performance
2025/04/15 by Shangyu Liu, Liu, Shangyu, Zhenzhe Zheng +9 · 2 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
- Container-level Energy Observability in Kubernetes Clusters
2025/04/14 by Bjorn Pijnacker, Brian Setz, Pijnacker, Bjorn +3 · 2 citations
Computer Science · #Big Data and Digital Economy #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
- Optimizing Data Distribution and Kernel Performance for Efficient Training of Chemistry Foundation Models: A Case Study with MACE
2025/04/14 by Jesun Firoz, Firoz, Jesun, Franco Pellegrini +35 · 2 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning in Materials Science #Parallel #and Cluster Computing (cs.DC)
- A Real-Time, Auto-Regression Method for In-Situ Feature Extraction in Hydrodynamics Simulations
2025/04/14 by Kewei Yan, Yonghong Yan, Yan, Kewei +1 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Computer Graphics and Visualization Techniques #Distributed #FOS: Computer and information sciences #Lattice Boltzmann Simulation Studies #Model Reduction and Neural Networks #Parallel #and Cluster Computing (cs.DC)
- Where Should I Deploy My Contracts? A Practical Experience Report
2025/04/13 by Cătălina Lazăr, Gabriela Secrieru, Lazăr, Cătălina +3 · 1 citation
Computer Science · #Blockchain Technology Applications and Security #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Performance (cs.PF) #Software Engineering (cs.SE) #Software-Defined Networks and 5G #and Cluster Computing (cs.DC)
- DynaServe: Unified and Elastic Execution for Dynamic Disaggregated LLM Serving
2025/04/12 by Ruan, Chaoyi, Chen, Yinhe, Tian, Dongqi +4 · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- MSCCL++: Rethinking GPU Communication Abstractions for Cutting-edge AI Applications
2025/04/11 by Shah, Aashaka, Jangda, Abhinav, Li, Binyang +10 · 6 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices
2025/04/11 by Shengyuan Ye, Bei Ouyang, Ye, Shengyuan +11 · 10 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Innovative Microfluidic and Catalytic Techniques Innovation #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- An Empirical Study of Production Incidents in Generative AI Cloud Services
2025/04/11 by Yan, Haoran, Chen, Yinfang, Ma, Minghua +10 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- When Federated Learning Meets Quantum Computing: Survey and Research Opportunities
2025/04/09 by Mathur, Aakar, Gupta, Ashish, Das, Sajal K. · 4 citations
#Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC)
- HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference
2025/04/08 by Shuzhang Zhong, Zhong, Shuzhang, Sun, Yanfan +8 · 5 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Nonuniform-Tensor-Parallelism: Mitigating GPU failure impact for Scaled-up LLM Training
2025/04/08 by Daiyaan Arfeen, Dheevatsa Mudigere, Arfeen, Daiyaan +9 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- Prima.cpp: Fast 30-70B LLM Inference on Heterogeneous and Low-Resource Home Clusters
2025/04/07 by Li, Zonghang, Li, Tao, Feng, Wenjiao +8 · 1 citation
#68T50 #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #I.2.11 #I.2.7 #Parallel #and Cluster Computing (cs.DC)
- Enhancing Trust in AI Marketplaces: Evaluating On-Chain Verification of Personalized AI models using zk-SNARKs
2025/04/07 by Jagannath, Nishant, Wong, Christopher, Mcgrath, Braden +4 · 1 citation
#Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- SLOs-Serve: Optimized Serving of Multi-SLO LLMs
2025/04/05 by Siyuan Chen, Chen, Siyuan, Zhipeng Jia +5 · 6 citations
Computer Science · Engineering · #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Iterative Learning Control Systems #Machine Learning (cs.LG) #Parallel #Power Systems and Technologies #and Cluster Computing (cs.DC)
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