Distributed and Cluster Computing

Papers filed under cs.DC on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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121 to 180 of 1,071

Consistency in Non-Transactional Distributed Storage Systems
Paolo Viotti, Marko Vukolić
cs.DCarXiv:1512.00168v42015
A Fast Distributed Proximal-Gradient Method
Annie I. Chen, Asuman Ozdaglar
cs.DCcs.LGstat.MLarXiv:1210.2289v12012
Asynchrony begets Momentum, with an Application to Deep Learning
Ioannis Mitliagkas, Ce Zhang, Stefan Hadjis +1
stat.MLcs.DCcs.LGarXiv:1605.09774v22016
Constructing Gazetteers from Volunteered Big Geo-Data Based on Hadoop
Song Gao, Linna Li, Wenwen Li +2
cs.DCarXiv:1311.7676v22013
Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications
Francisco Romero, Gohar Irfan Chaudhry, Íñigo Goiri +6
cs.DCarXiv:2104.13869v12021
A Survey of Resource-efficient LLM and Multimodal Foundation Models
Mengwei Xu, Wangsong Yin, Dongqi Cai +15
cs.LGcs.AIcs.DCarXiv:2401.08092v22024
A Survey on Large Language Model Acceleration based on KV Cache Management
Haoyang Li, Yiming Li, Anxin Tian +7
cs.AIcs.DCarXiv:2412.19442v32024
Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization
Zhize Li, Dmitry Kovalev, Xun Qian +1
math.OCcs.DCcs.LGarXiv:2002.11364v22020
Deterministic Function Computation with Chemical Reaction Networks
Ho-Lin Chen, David Doty, David Soloveichik
cs.CCcs.DCarXiv:1204.4176v32012
Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement
Tarek Elgamal, Atul Sandur, Klara Nahrstedt +1
cs.DCarXiv:1811.09721v12018
ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning
Zhixiong Yang, Waheed U. Bajwa
cs.LGcs.DCmath.OCarXiv:1708.08155v42017
RIoTBench: A Real-time IoT Benchmark for Distributed Stream Processing Platforms
Anshu Shukla, Shilpa Chaturvedi, Yogesh Simmhan
cs.DCarXiv:1701.08530v12017
X-CoSD: Communication-Efficient Cross-Vocabulary Collaborative Speculative Decoding
Jaeduk Lee, Wan Choi
cs.CLcs.DCcs.LGarXiv:2609.09166v12026
Runtime Verification for Business Processes Utilizing the Bitcoin Blockchain
Christoph Prybila, Stefan Schulte, Christoph Hochreiner +1
cs.SEcs.DCarXiv:1706.04404v22017
A Drone-based Networked System and Methods for Combating Coronavirus Disease (COVID-19) Pandemic
Adarsh Kumar, Kriti Sharma, Harvinder Singh +3
cs.DCeess.SParXiv:2006.06943v22020
Modelling interdependencies between the electricity and information infrastructures
Jean-Claude Laprie, Karama Kanoun, Mohamed Kaaniche
cs.DCarXiv:0809.4107v12008
How to Place Your Apps in the Fog -- State of the Art and Open Challenges
Antonio Brogi, Stefano Forti, Carlos Guerrero +1
cs.DCarXiv:1901.05717v22019
Accelerating CNN inference on FPGAs: A Survey
Kamel Abdelouahab, Maxime Pelcat, Jocelyn Serot +1
cs.DCcs.ARcs.CVarXiv:1806.01683v12018
Transaction Fee Mechanism Design for the Ethereum Blockchain: An Economic Analysis of EIP-1559
Tim Roughgarden
cs.GTcs.DCcs.DSarXiv:2012.00854v12020
SimBlock: A Blockchain Network Simulator
Yusuke Aoki, Kai Otsuki, Takeshi Kaneko +2
cs.DCarXiv:1901.09777v22019
Towards Demystifying Serverless Machine Learning Training
Jiawei Jiang, Shaoduo Gan, Yue Liu +6
cs.DCcs.LGarXiv:2105.07806v12021
Deep Reinforcement Learning-based Scheduling for Optimizing System Load and Response Time in Edge and Fog Computing Environments
Zhiyu Wang, Mohammad Goudarzi, Mingming Gong +1
cs.DCarXiv:2309.07407v22023
Distributed Ledger Technology: Blockchain Compared to Directed Acyclic Graph
Federico Matteo Benčić, Ivana Podnar Žarko
cs.DCarXiv:1804.10013v12018
Smart Adaptive Computing Across the Continuum: LLMs in IoT-Edge-Cloud Resource Management
Antonino Vaccarella, Lanpei Li, Vincenzo Lomonaco +1
cs.DCcs.AIcs.MAarXiv:2609.09348v12026
Grid: A next generation data parallel C++ QCD library
Peter Boyle, Azusa Yamaguchi, Guido Cossu +1
hep-latcs.DCcs.MSarXiv:1512.03487v12015
Engineering Parallel Algorithms for Community Detection in Massive Networks
Christian L. Staudt, Henning Meyerhenke
cs.DCcs.SIarXiv:1304.4453v42013
TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
Aashaka Shah, Vijay Chidambaram, Meghan Cowan +6
cs.DCcs.LGarXiv:2111.04867v42021
Blockchain based trust & authentication for decentralized sensor networks
Axel Moinet, Benoît Darties, Jean-Luc Baril
cs.CRcs.DCarXiv:1706.01730v12017
Real-time predictive maintenance for wind turbines using Big Data frameworks
Mikel Canizo, Enrique Onieva, Angel Conde +2
cs.DCarXiv:1709.07250v12017
On Scaling Coordinate-Based Neuroevolution: The Quadtree Bottleneck in ES-HyperNEAT
Romain Claret, Michael O'Neill, Paul Cotofrei +1
cs.NEcs.DCcs.LGarXiv:2608.24480v12026
SpotServe: Serving Generative Large Language Models on Preemptible Instances
Xupeng Miao, Chunan Shi, Jiangfei Duan +4
cs.DCcs.CLcs.LGarXiv:2311.15566v12023
OpenFL: An open-source framework for Federated Learning
G Anthony Reina, Alexey Gruzdev, Patrick Foley +15
cs.LGcs.DCarXiv:2105.06413v12021
Robustness of Information Diffusion Algorithms to Locally Bounded Adversaries
Haotian Zhang, Shreyas Sundaram
cs.SIcs.DCcs.MAarXiv:1110.3843v22011
Blockchain for Edge of Things: Applications, Opportunities, and Challenges
Thippa Reddy Gadekallu, Quoc-Viet Pham, Dinh C. Nguyen +6
cs.CRcs.DCarXiv:2110.05022v12021
Pathways: Asynchronous Distributed Dataflow for ML
Paul Barham, Aakanksha Chowdhery, Jeff Dean +13
cs.DCcs.LGarXiv:2203.12533v12022
Federated learning with class imbalance reduction
Miao Yang, Akitanoshou Wong, Hongbin Zhu +2
cs.LGcs.AIcs.DCarXiv:2011.11266v12020
Model Extraction Warning in MLaaS Paradigm
Manish Kesarwani, Bhaskar Mukhoty, Vijay Arya +1
cs.LGcs.CRcs.DCarXiv:1711.07221v12017
SecLaaS: Secure Logging-as-a-Service for Cloud Forensics
Shams Zawoad, Amit Kumar Dutta, Ragib Hasan
cs.CRcs.DCarXiv:1302.6267v12013
Operation-Type-Aware Client Routing for Leader-Based Consensus Datastores
Sri Saran Balaji Vellore Rajakumar, James Thompson
cs.DCcs.SEarXiv:2609.00392v12026
GraphFAS: A Distributed System for Automated Graph Feature Generation and Selection in Industrial Transaction Networks
Yice Luo, Yun Zhu, Xi Chen +7
cs.LGcs.AIcs.DCarXiv:2609.08970v12026
Federated Learning With Quantized Global Model Updates
Mohammad Mohammadi Amiri, Deniz Gunduz, Sanjeev R. Kulkarni +1
cs.ITcs.DCcs.LGarXiv:2006.10672v22020
KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics
Evan R. Sparks, Shivaram Venkataraman, Tomer Kaftan +2
cs.LGcs.DCarXiv:1610.09451v12016
Variance Reduced Local SGD with Lower Communication Complexity
Xianfeng Liang, Shuheng Shen, Jingchang Liu +3
cs.LGcs.DCmath.OCarXiv:1912.12844v12019
Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System
Tsung-Wei Huang, Dian-Lun Lin, Chun-Xun Lin +1
cs.DCcs.AIarXiv:2004.10908v42020
Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems
Weijie Zhao, Deping Xie, Ronglai Jia +4
cs.DCcs.LGstat.MLarXiv:2003.05622v12020
ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale
William Won, Taekyung Heo, Saeed Rashidi +3
cs.DCcs.LGarXiv:2303.14006v12023
A Measurement Study of LLM Inference Trade-offs Across Edge Continuum Hardware
Maysam Khatib, Moysis Symeonides, Demetris Trihinas +2
cs.DCcs.AIcs.LGarXiv:2609.08307v12026
pocl: A Performance-Portable OpenCL Implementation
Pekka Jääskeläinen, Carlos Sánchez de La Lama, Erik Schnetter +3
cs.DCarXiv:1611.07083v12016
Cloudburst: Stateful Functions-as-a-Service
Vikram Sreekanti, Chenggang Wu, Xiayue Charles Lin +5
cs.DCarXiv:2001.04592v32020
Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data
Naoya Yoshida, Takayuki Nishio, Masahiro Morikura +2
cs.LGcs.DCstat.MLarXiv:1905.07210v32019
Interactive Debugger for Performance Portable Python HPC Kernels
Ivan Grigorik, Gabriel Kosmacher, George Biros +1
cs.DCarXiv:2609.07912v12026
FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning
Felix Sattler, Tim Korjakow, Roman Rischke +1
cs.LGcs.DCstat.MLarXiv:2102.02514v12021
Closing the "Quantum Supremacy" Gap: Achieving Real-Time Simulation of a Random Quantum Circuit Using a New Sunway Supercomputer
Yong, Liu, Xin +14
quant-phcs.DCarXiv:2110.14502v22021
PLATOS: A Power and Latency-Aware Task-Oriented Scheduling Strategy for Healthcare IoT in Fog Computing
Mohammed Alaa Ala'anzy, Zulfiqar Ahmad, Zhanar Mukash
cs.DCcs.AIarXiv:2609.07318v12026
Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud
Philipp Wiesner, Ilja Behnke, Dominik Scheinert +2
cs.DCarXiv:2110.13234v12021
MicroIntent: Intent-Based Placement Strategy for Microservice Application in the Compute Continuum Using LLMs
Koushikur Islam, Guilherme Da Cunha Rodrigues, Bahman Javadi +1
cs.DCarXiv:2609.07927v12026
Kafka versus RabbitMQ
Philippe Dobbelaere, Kyumars Sheykh Esmaili
cs.DCcs.PFarXiv:1709.00333v12017
The DUNE Framework: Basic Concepts and Recent Developments
Peter Bastian, Markus Blatt, Andreas Dedner +9
cs.MScs.DCarXiv:1909.13672v32019
Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses
Yao Deng, Tiehua Zhang, Guannan Lou +3
cs.LGcs.CRcs.CVarXiv:2104.01789v22021
Split Learning in 6G Edge Networks
Zheng Lin, Guanqiao Qu, Xianhao Chen +1
cs.LGcs.DCcs.NIarXiv:2306.12194v32023

Distributed and Cluster Computing

Consistency in Non-Transactional Distributed Storage Systems

A Fast Distributed Proximal-Gradient Method

Asynchrony begets Momentum, with an Application to Deep Learning

Constructing Gazetteers from Volunteered Big Geo-Data Based on Hadoop

Faa$T: A Transparent Auto-Scaling Cache for Serverless Applications

A Survey of Resource-efficient LLM and Multimodal Foundation Models

A Survey on Large Language Model Acceleration based on KV Cache Management

Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization

Deterministic Function Computation with Chemical Reaction Networks

Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement

ByRDiE: Byzantine-resilient distributed coordinate descent for decentralized learning

RIoTBench: A Real-time IoT Benchmark for Distributed Stream Processing Platforms

X-CoSD: Communication-Efficient Cross-Vocabulary Collaborative Speculative Decoding

Runtime Verification for Business Processes Utilizing the Bitcoin Blockchain

A Drone-based Networked System and Methods for Combating Coronavirus Disease (COVID-19) Pandemic

Modelling interdependencies between the electricity and information infrastructures

How to Place Your Apps in the Fog -- State of the Art and Open Challenges

Accelerating CNN inference on FPGAs: A Survey

Transaction Fee Mechanism Design for the Ethereum Blockchain: An Economic Analysis of EIP-1559

SimBlock: A Blockchain Network Simulator

Towards Demystifying Serverless Machine Learning Training

Deep Reinforcement Learning-based Scheduling for Optimizing System Load and Response Time in Edge and Fog Computing Environments

Distributed Ledger Technology: Blockchain Compared to Directed Acyclic Graph

Smart Adaptive Computing Across the Continuum: LLMs in IoT-Edge-Cloud Resource Management

Grid: A next generation data parallel C++ QCD library

Engineering Parallel Algorithms for Community Detection in Massive Networks

TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches

Blockchain based trust & authentication for decentralized sensor networks

Real-time predictive maintenance for wind turbines using Big Data frameworks

On Scaling Coordinate-Based Neuroevolution: The Quadtree Bottleneck in ES-HyperNEAT

SpotServe: Serving Generative Large Language Models on Preemptible Instances

OpenFL: An open-source framework for Federated Learning

Robustness of Information Diffusion Algorithms to Locally Bounded Adversaries

Blockchain for Edge of Things: Applications, Opportunities, and Challenges

Pathways: Asynchronous Distributed Dataflow for ML

Federated learning with class imbalance reduction

Model Extraction Warning in MLaaS Paradigm

SecLaaS: Secure Logging-as-a-Service for Cloud Forensics

Operation-Type-Aware Client Routing for Leader-Based Consensus Datastores

GraphFAS: A Distributed System for Automated Graph Feature Generation and Selection in Industrial Transaction Networks

Federated Learning With Quantized Global Model Updates

KeystoneML: Optimizing Pipelines for Large-Scale Advanced Analytics

Variance Reduced Local SGD with Lower Communication Complexity

Taskflow: A Lightweight Parallel and Heterogeneous Task Graph Computing System

Distributed Hierarchical GPU Parameter Server for Massive Scale Deep Learning Ads Systems

ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale

A Measurement Study of LLM Inference Trade-offs Across Edge Continuum Hardware

pocl: A Performance-Portable OpenCL Implementation

Cloudburst: Stateful Functions-as-a-Service

Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data

Interactive Debugger for Performance Portable Python HPC Kernels

FedAUX: Leveraging Unlabeled Auxiliary Data in Federated Learning

Closing the "Quantum Supremacy" Gap: Achieving Real-Time Simulation of a Random Quantum Circuit Using a New Sunway Supercomputer

PLATOS: A Power and Latency-Aware Task-Oriented Scheduling Strategy for Healthcare IoT in Fog Computing

Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud

MicroIntent: Intent-Based Placement Strategy for Microservice Application in the Compute Continuum Using LLMs

Kafka versus RabbitMQ

The DUNE Framework: Basic Concepts and Recent Developments

Deep Learning-Based Autonomous Driving Systems: A Survey of Attacks and Defenses

Split Learning in 6G Edge Networks