- 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 · 3 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 · 8 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)
- Nonuniform-Tensor-Parallelism: Mitigating GPU failure impact for Scaled-up LLM Training
2025/04/08 by Arfeen, Daiyaan, Mudigere, Dheevatsa, More, Ankit +3 · 2 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #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 · 4 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)
- 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, Zhipeng Jia, Chen, Siyuan +5 · 5 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)
- Performance Analysis of HPC applications on the Aurora Supercomputer: Exploring the Impact of HBM-Enabled Intel Xeon Max CPUs
2025/04/04 by Ibeid, Huda, Narayana, Vikram, Kim, Jeongnim +3 · 3 citations
#Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Performance (cs.PF) #and Cluster Computing (cs.DC)
- LLMSched: Uncertainty-Aware Workload Scheduling for Compound LLM Applications
2025/04/04 by Zhu, Botao, Chen, Chen, Fan, Xiaoyi +1 · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Secure Federated XGBoost with CUDA-accelerated Homomorphic Encryption via NVIDIA FLARE
2025/04/04 by Ziyue Xu, Yuan-Ting Hsieh, Xu, Ziyue +11 · 2 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- FlowKV: A Disaggregated Inference Framework with Low-Latency KV Cache Transfer and Load-Aware Scheduling
2025/04/03 by Weiqing Li, Li, Weiqing, Guochao Jiang +13 · 3 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 #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- FT-Transformer: Resilient and Reliable Transformer with End-to-End Fault Tolerant Attention
2025/04/03 by H. L. Dai, Sen Wu, Dai, Huangliang +11 · 2 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Distributed #Electrical Fault Detection and Protection #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Ocular and Laser Science Research #Parallel #and Cluster Computing (cs.DC)
- Satellite Edge Artificial Intelligence with Large Models: Architectures and Technologies
2025/04/02 by Shi, Yuanming, Zhu, Jingyang, Jiang, Chunxiao +2 · 2 citations
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Signal Processing (eess.SP) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Advancing MoE Efficiency: A Collaboration-Constrained Routing (C2R) Strategy for Better Expert Parallelism Design
2025/04/02 by Zhang, Mohan, Li, Pingzhi, Peng, Jie +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Efficient Location-Based Service Discovery for IoT and Edge Computing in the 6G Era
2025/04/01 by Horvath, Kurt, Kimovski, Dragi · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Towards a Decentralised Application-Centric Orchestration Framework in the Cloud-Edge Continuum
2025/04/01 by Amjad Ullah, Ullah, Amjad, András Márkus +13 · 2 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Neural and Evolutionary Computing (cs.NE) #Parallel #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- AMP4EC: Adaptive Model Partitioning Framework for Efficient Deep Learning Inference in Edge Computing Environments
2025/04/01 by Guilin Zhang, Zhang, Guilin, Ziqi Tan +4 · 4 citations
Computer Science · #C.2.4 #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #I.2.11 #I.2.6 #Parallel #and Cluster Computing (cs.DC)
- A Practical Rollup Escape Hatch Design
2025/03/31 by Francisco Gomes Figueira, Martin Derka, Figueira, Francisco Gomes +5 · 2 citations
Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Parallel #Security and Verification in Computing #and Cluster Computing (cs.DC)
- Enhancing Physics-Informed Neural Networks with a Hybrid Parallel Kolmogorov-Arnold and MLP Architecture
2025/03/30 by Xu, Zuyu, Lv, Bin · 1 citation
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- PilotANN: Memory-Bounded GPU Acceleration for Vector Search
2025/03/27 by Yuntao Gui, Peiqi Yin, Gui, Yuntao +9 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Advanced Image and Video Retrieval Techniques #Distributed #FOS: Computer and information sciences #Machine Learning and Data Classification #Parallel #and Cluster Computing (cs.DC)
- TileLink: Generating Efficient Compute-Communication Overlapping Kernels using Tile-Centric Primitives
2025/03/26 by Zheng, Size, Fang, Jin, Zheng, Xuegui +9 · 7 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Scalability Evaluation of HPC Multi-GPU Training for ECG-based LLMs
2025/03/26 by Mileski, Dimitar, Petrovski, Nikola, Gusev, Marjan · 1 citation
#C.4 #Distributed #FOS: Computer and information sciences #I.6 #Parallel #and Cluster Computing (cs.DC)
- L4: Diagnosing Large-scale LLM Training Failures via Automated Log Analysis
2025/03/26 by Zhihan Jiang, Jiang, Zhihan, Junjie Huang +15 · 6 citations
Computer Science · Decision Sciences · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Scheduling and Timetabling Solutions #Software Engineering (cs.SE) #Software Testing and Debugging Techniques #and Cluster Computing (cs.DC)
- Injecting Adrenaline into LLM Serving: Boosting Resource Utilization and Throughput via Attention Disaggregation
2025/03/26 by Liang, Yunkai, Zhangyu Chen, Pengfei Zuo +8 · 5 citations
Computer Science · Engineering · #Data Stream Mining Techniques #Distributed #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- History-Independent Concurrent Hash Tables
2025/03/26 by Hagit Attiya, Michael A. Bender, Attiya, Hagit +7 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Algorithms and Data Compression #Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Parallel #Web Data Mining and Analysis #and Cluster Computing (cs.DC)
- A Tight Meta-theorem for LOCAL Certification of MSO2 Properties within Bounded Treewidth Graphs
2025/03/25 by Cook, Linda, Kim, Eun Jung, Masařík, Tomáš · 2 citations
#68R10 #Data Structures and Algorithms (cs.DS) #Discrete Mathematics (cs.DM) #Distributed #F.2.2 #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Exact and Linear Convergence for Federated Learning under Arbitrary Client Participation is Attainable
2025/03/25 by Bicheng Ying, Zhe Li, Ying, Bicheng +3 · 2 citations
Computer Science · #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
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