- CloudQC: A Network-aware Framework for Multi-tenant Distributed Quantum Computing
2025/04/29 by Zhou, Ruilin, Gan, Yuhang, Liu, Yi +1 · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Parallel #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Efficient and Adaptable Overlapping for Computation and Communication via Signaling and Reordering
2025/04/28 by Hong, Ke, Li, Xiuhong, Liu, Minxu +9 · 5 citations
#Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Taming the Titans: A Survey of Efficient LLM Inference Serving
2025/04/28 by Ranran Zhen, Juntao Li, Zhen, Ranran +16 · 5 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multimodal Machine Learning Applications #Parallel #and Cluster Computing (cs.DC)
- Boosting LLM Serving through Spatial-Temporal GPU Resource Sharing
2025/04/28 by Lin, Zejia, Xu, Hongxin, Chen, Guanyi +3 · 4 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Network-Aware Scheduling for Remote Gate Execution in Quantum Data Centers
2025/04/28 by Shahrooz Pouryousef, Pouryousef, Shahrooz, Reza Nejabati +7 · 1 citation
Computer Science · Physics and Astronomy · #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Networking and Internet Architecture (cs.NI) #Parallel #Performance (cs.PF) #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Mechanics and Applications #Quantum Physics (quant-ph) #and Cluster Computing (cs.DC)
- Efficient Serverless Cold Start: Reducing Library Loading Overhead by Profile-guided Optimization
2025/04/27 by Tariq, Syed Salauddin Mohammad, Zein, Ali Al, Vaidya, Soumya Sripad +3 · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- Security Vulnerabilities in Quantum Cloud Systems: A Survey on Emerging Threats
2025/04/27 by Justin Coupel, Tasnuva Farheen, Coupel, Justin +1 · 2 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Parallel #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #and Cluster Computing (cs.DC)
- UnifyFL: Enabling Decentralized Cross-Silo Federated Learning
2025/04/26 by S Sarang, Druva Dhakshinamoorthy, S, Sarang +10 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Cooperative Communication and Network Coding #Distributed #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- EcoServe: Enabling Cost-effective LLM Serving with Proactive Intra- and Inter-Instance Orchestration
2025/04/25 by Jiangsu Du, Hongbin Zhang, Du, Jiangsu +10 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- JITServe: SLO-aware LLM Serving with Imprecise Request Information
2025/04/24 by Wei Zhang, Zhang, Wei, Zhiyu Wu +11 · 8 citations
Computer Science · #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Software System Performance and Reliability #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- AdaParse: An Adaptive Parallel PDF Parsing and Resource Scaling Engine
2025/04/23 by Siebenschuh, Carlo, Hippe, Kyle, Gokdemir, Ozan +10 · 2 citations
#Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters
2025/04/23 by Foteini Strati, Zhendong Zhang, Strati, Foteini +17 · 7 citations
Computer Science · Decision Sciences · #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Privacy-Preserving Technologies in Data #Scientific Computing and Data Management #and Cluster Computing (cs.DC)
- Fully Scalable MPC Algorithms for Euclidean k-Center
2025/04/23 by Czumaj, Artur, Gao, Guichen, Ghaffari, Mohsen +1 · 2 citations
#Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- 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 · 5 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)
- RAGDoll: Efficient Offloading-based Online RAG System on a Single GPU
2025/04/17 by Yu, Weiping, Liao, Ningyi, Luo, Siqiang +1 · 3 citations
#Distributed #FOS: Computer and information sciences #Operating Systems (cs.OS) #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)
- 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 · 7 citations
#Artificial Intelligence (cs.AI) #Distributed #F.2.2 #FOS: Computer and information sciences #I.2.8 #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 · 4 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)
- 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, Franco Pellegrini, Firoz, Jesun +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, Yan, Kewei, Yonghong Yan +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)
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