- SkyStore: Cost-Optimized Object Storage Across Regions and Clouds
2025/02/28 by Liu, Shu, Mo, Xiangxi, Hershcovitch, Moshik +11 · 2 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Deep RC: A Scalable Data Engineering and Deep Learning Pipeline
2025/02/28 by Sarker, Arup Kumar, Alsaadi, Aymen, Halpern, Alexander James +7 · 2 citations
#D.2.2 #D.2.7 #Distributed #FOS: Computer and information sciences #H.2.4 #Parallel #and Cluster Computing (cs.DC)
- Building a Theory of Distributed Systems: Work by Nancy Lynch and Collaborators
2025/02/27 by Nancy Lynch, Lynch, Nancy · 2 voices
Computer Science · #Distributed #Distributed systems and fault tolerance #FOS: Computer and information sciences #Formal Methods in Verification #Optimization and Search Problems #Parallel #and Cluster Computing (cs.DC) #cs.DC
- Methodology for GPU Frequency Switching Latency Measurement
2025/02/27 by Daniel Velicka, Ondřej Vysocký, Velicka, Daniel +3 · 2 citations
Computer Science · #Big Data and Digital Economy #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
- SkipPipe: Partial and Reordered Pipelining Framework for Training LLMs in Heterogeneous Networks
2025/02/27 by Nikolay Blagoev, Blagoev, Nikolay, Lydia Y. Chen +3 · 3 citations
Computer Science · #Advanced Neural Network Applications #Big Data and Digital Economy #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
- Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale
2025/02/25 by Jerome Ku, Eric Nguyen, Ku, Jerome +29 · 1 voice · 8 citations
Computer Science · #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) #cs.AI #cs.CL #cs.DC #cs.LG
- Efficient Federated Search for Retrieval-Augmented Generation
2025/02/26 by Guerraoui, Rachid, Kermarrec, Anne-Marie, Petrescu, Diana +3 · 1 citation
#Distributed #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Kitsune: Enabling Dataflow Execution on GPUs
2025/02/25 by Michael Davies, Michael A. Davies, Davies, Michael +6 · 2 voices
Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC) #cs.AR #cs.DC
- Differentially Private Federated Learning With Time-Adaptive Privacy Spending
2025/02/25 by Shahrzad Kiani, Kiani, Shahrzad, Nupur Kulkarni +7 · 4 citations
Computer Science · Social Sciences · #Cryptography and Security (cs.CR) #Distributed #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- GPUArmor: A Hardware-Software Co-design for Efficient and Scalable Memory Safety on GPUs
2025/02/25 by Ziad, Mohamed Tarek Ibn, Damani, Sana, Stephenson, Mark +2 · 1 citation
#Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Parallel #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Can Tensor Cores Benefit Memory-Bound Kernels? (No!)
2025/02/24 by Lingqi Zhang, Zhang, Lingqi, Jiajun Huang +7 · 3 citations
Computer Science · Mathematics · #Computational Physics and Python Applications #Distributed #FOS: Computer and information sciences #Parallel #Performance (cs.PF) #Tensor decomposition and applications #and Cluster Computing (cs.DC)
- Robust Federated Learning in Unreliable Wireless Networks: A Client Selection Approach
2025/02/24 by Yanmeng Wang, Wenkang Ji, Wang, Yanmeng +7 · 3 citations
Computer Science · Engineering · #Advanced Data and IoT Technologies #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Opportunistic and Delay-Tolerant Networks #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- AIBrix: Towards Scalable, Cost-Effective Large Language Model Inference Infrastructure
2025/02/22 by Jiaxin Shan, The AIBrix Team, Varun Gupta +55 · 1 voice · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Parallel #Parallel Computing and Optimization Techniques #Software System Performance and Reliability #and Cluster Computing (cs.DC) #cs.AI #cs.DC
- PAPI: Exploiting Dynamic Parallelism in Large Language Model Decoding with a Processing-In-Memory-Enabled Computing System
2025/02/21 by He, Yintao, Mao, Haiyu, Giannoula, Christina +6 · 14 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Revolutionizing Datacenter Networks via Reconfigurable Topologies
2025/02/22 by Chen Avin, Stefan Schmid, Avin, Chen +1 · 2 citations
Computer Science · #Cloud Computing and Resource Management #Distributed #Embedded Systems Design Techniques #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Parallel #Software System Performance and Reliability #and Cluster Computing (cs.DC)
- Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning
2025/02/21 by Singhal, Raghav, Ponkshe, Kaustubh, Vartak, Rohit +2 · 7 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)
- Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models
2025/02/21 by Avanika Narayan, Narayan, Avanika, Dan Biderman +11 · 10 citations
Computer Science · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Cloud Computing and Resource Management #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- HydraServe: Minimizing Cold Start Latency for Serverless LLM Serving in Public Clouds
2025/02/21 by Chiheng Lou, Sheng Qi, Lou, Chiheng +13 · 6 citations
Computer Science · #Caching and Content Delivery #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #Software-Defined Networks and 5G #and Cluster Computing (cs.DC)
- Blockchain-based Framework for Scalable and Incentivized Federated Learning
2025/02/20 by Bo Wu, Oshani Seneviratne, Wu, Bijun +1 · 2 citations
Computer Science · #Blockchain Technology Applications and Security #Cryptography and Data Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Optimizing the Longhorn Cloud-native Software Defined Storage Engine for High Performance
2025/02/20 by Konstantinos Kampadais, Antony Chazapis, Kampadais, Konstantinos +3 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- LLM4FaaS: No-Code Application Development using LLMs and FaaS
2025/02/20 by Minghe Wang, Wang, Minghe, Tobias Pfandzelter +5 · 2 citations
Computer Science · #Advanced Computational Techniques and Applications #Distributed #FOS: Computer and information sciences #Parallel #Software Engineering (cs.SE) #and Cluster Computing (cs.DC)
- GenAI at the Edge: Comprehensive Survey on Empowering Edge Devices
2025/02/19 by Mozhgan Navardi, Romina Aalishah, Navardi, Mozhgan +10 · 8 citations
Computer Science · Engineering · #Advanced Semiconductor Detectors and Materials #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Parallel #and Cluster Computing (cs.DC)
- CarbonEdge: Leveraging Mesoscale Spatial Carbon-Intensity Variations for Low Carbon Edge Computing
2025/02/19 by Wu Li, Walid A. Hanafy, Wu, Li +12 · 3 citations
Computer Science · #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- The Early Days of the Ethereum Blob Fee Market and Lessons Learnt
2025/02/18 by Lioba Heimbach, Heimbach, Lioba, Jason Milionis +1 · 5 citations
Computer Science · Engineering · #Advanced Optical Network Technologies #Blockchain Technology Applications and Security #Computational Engineering #Cryptography and Security (cs.CR) #Distributed #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Economics and business #Finance #General Economics (econ.GN) #Parallel #Peer-to-Peer Network Technologies #and Cluster Computing (cs.DC) #and Science (cs.CE)
- Min-Max Correlation Clustering via Neighborhood Similarity
2025/02/18 by Cao, Nairen, Roche, Steven, Su, Hsin-Hao · 1 citation
#Data Structures and Algorithms (cs.DS) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Bitnet.cpp: Efficient Edge Inference for Ternary LLMs
2025/02/17 by Jinheng Wang, Hansong Zhou, Wang, Jinheng +18 · 2 voices · 9 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Data and IoT Technologies #Advanced Steganography and Watermarking Techniques #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) #cs.AI #cs.CL #cs.DC #cs.LG
- Learning to Keep a Promise: Scaling Language Model Decoding Parallelism with Learned Asynchronous Decoding
2025/02/17 by Tian Jin, Jin Tian, Ellie Y. Cheng +17 · 1 voice · 16 citations
Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Natural Language Processing Techniques #Neural Networks and Applications #Parallel #and Cluster Computing (cs.DC) #cs.CL #cs.DC #cs.LG
- zScore: A Universal Decentralised Reputation System for the Blockchain Economy
2025/02/17 by Udupi, Himanshu, Sahoo, Ashutosh, P., Akshay S. +3 · 2 citations
#C.2.4 #Computational Engineering #Computers and Society (cs.CY) #Distributed #FOS: Computer and information sciences #Finance #H.3.5 #I.2.11 #K.4.2 #K.4.4 #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #and Science (cs.CE)
- Understanding Silent Data Corruption in LLM Training
2025/02/17 by Jeffrey Ma, Hengzhi Pei, Ma, Jeffrey +5 · 1 voice · 4 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Big Data and Business Intelligence #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- DiSCo: Device-Server Collaborative LLM-Based Text Streaming Services
2025/02/17 by Ting Sun, Sun, Ting, P. Wang +3 · 3 citations
Computer Science · #Digital Rights Management and Security #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Semantic Web and Ontologies #and Cluster Computing (cs.DC)
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