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Distributed, Parallel, and Cluster Computing

Authors and titles for recent submissions

[ total of 71 entries: 1-71 ]
[ showing 71 entries per page: fewer | more ]

Fri, 17 May 2024

[1]  arXiv:2405.10249 [pdf, ps, other]
Title: Unifying Partial Synchrony
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[2]  arXiv:2405.10058 [pdf, ps, other]
Title: Distributed Coloring in the SLEEPING Model
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[3]  arXiv:2405.10057 [pdf, other]
Title: AMECOS: A Modular Event-based Framework for Concurrent Object Specification
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[4]  arXiv:2405.10271 (cross-list from cs.LG) [pdf, other]
Title: Automated Federated Learning via Informed Pruning
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[5]  arXiv:2405.10123 (cross-list from cs.LG) [pdf, other]
Title: Asynchronous Federated Stochastic Optimization with Exact Averaging for Heterogeneous Local Objectives
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[6]  arXiv:2405.10096 (cross-list from cs.LG) [pdf, other]
Title: The Effect of Quantization in Federated Learning: A Rényi Differential Privacy Perspective
Comments: 6 pages, 5 figures, submitted to 2024 IEEE MeditCom
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)
[7]  arXiv:2405.09975 (cross-list from cs.DS) [pdf, other]
Title: Distributed Delta-Coloring under Bandwidth Limitations
Subjects: Data Structures and Algorithms (cs.DS); Distributed, Parallel, and Cluster Computing (cs.DC)
[8]  arXiv:2405.09903 (cross-list from cs.LG) [pdf, other]
Title: Federated Learning for Misbehaviour Detection with Variational Autoencoders and Gaussian Mixture Models
Comments: 13 pages, 11 figures, 3 tables
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[9]  arXiv:2405.09892 (cross-list from cs.LG) [pdf, other]
Title: Balancing Similarity and Complementarity for Federated Learning
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[10]  arXiv:2405.09746 (cross-list from cs.IT) [pdf, ps, other]
Title: Algebraic Geometric Rook Codes for Coded Distributed Computing
Comments: 6 pages
Subjects: Information Theory (cs.IT); Distributed, Parallel, and Cluster Computing (cs.DC); Discrete Mathematics (cs.DM); Algebraic Geometry (math.AG)

Thu, 16 May 2024

[11]  arXiv:2405.09531 [pdf, other]
Title: Ticket-based multi-strand method for increased efficiency in proof-of-work based blockchains
Authors: Elias Rudberg
Comments: 6 pages
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[12]  arXiv:2405.09490 [pdf, ps, other]
Title: Distributed Nonlinear Conic Optimisation with partially separable Structure
Comments: arXiv admin note: text overlap with arXiv:2309.12897
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[13]  arXiv:2405.09423 [pdf, ps, other]
Title: MicroPython Testbed for Federated Learning Algorithms
Comments: 20 pages, 6 figures, 12 tables, the extended paper preprint
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[14]  arXiv:2405.09398 [pdf, ps, other]
Title: Encrypted Container File: Design and Implementation of a Hybrid-Encrypted Multi-Recipient File Structure
Comments: 7 pages, for associated implementation etc., see this https URL
Journal-ref: Proc of the 14th International Conference on Cloud Computing, GRIDs, and Virtualization (Cloud Computing 2023), Nice, France, June 2023, pp. 1-7, ISSN 2308-4294
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Cryptography and Security (cs.CR); Software Engineering (cs.SE)
[15]  arXiv:2405.09173 [pdf, other]
Title: The Economic Limits of Permissionless Consensus
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[16]  arXiv:2405.08882 [pdf, other]
Title: Lollipop: SVM Rollups on Solana
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[17]  arXiv:2405.08819 [pdf, other]
Title: eScope: A Fine-Grained Power Prediction Mechanism for Mobile Applications
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF)
[18]  arXiv:2405.09409 (cross-list from cs.CV) [pdf, ps, other]
Title: Real-World Federated Learning in Radiology: Hurdles to overcome and Benefits to gain
Subjects: Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC)
[19]  arXiv:2405.09394 (cross-list from cs.LG) [pdf, other]
Title: SA-FedLora: Adaptive Parameter Allocation for Efficient Federated Learning with LoRA Tuning
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[20]  arXiv:2405.09276 (cross-list from cs.LG) [pdf, other]
Title: Dual-Segment Clustering Strategy for Federated Learning in Heterogeneous Environments
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[21]  arXiv:2405.09157 (cross-list from math.OC) [pdf, other]
Title: A Primal-Dual Framework for Symmetric Cone Programming
Subjects: Optimization and Control (math.OC); Computational Geometry (cs.CG); Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)
[22]  arXiv:2405.09037 (cross-list from cs.LG) [pdf, other]
Title: Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[23]  arXiv:2405.09033 (cross-list from quant-ph) [pdf, other]
Title: Accelerating Decision Diagram-based Multi-node Quantum Simulation with Ring Communication and Automatic SWAP Insertion
Comments: Accepted at IEEE QSW 2024
Subjects: Quantum Physics (quant-ph); Distributed, Parallel, and Cluster Computing (cs.DC)
[24]  arXiv:2405.08944 (cross-list from cs.LG) [pdf, other]
Title: Challenges in Deploying Long-Context Transformers: A Theoretical Peak Performance Analysis
Authors: Yao Fu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)

Wed, 15 May 2024

[25]  arXiv:2405.08754 [pdf, ps, other]
Title: Hierarchical Resource Partitioning on Modern GPUs: A Reinforcement Learning Approach
Comments: Published in: 2023 IEEE International Conference on Cluster Computing (CLUSTER)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Hardware Architecture (cs.AR); Machine Learning (cs.LG)
[26]  arXiv:2405.08663 [pdf, other]
Title: D-CAST: Distributed Consensus Switch in Wireless Trustworthy Autonomous System
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[27]  arXiv:2405.08651 [pdf, other]
Title: BeACONS: A Blockchain-enabled Authentication and Communications Network for Scalable IoV
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[28]  arXiv:2405.08637 [pdf, other]
Title: Drift Detection: Introducing Gaussian Split Detector
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[29]  arXiv:2405.08470 [pdf, other]
Title: Sparse MTTKRP Acceleration for Tensor Decomposition on GPU
Comments: In 21st ACM International Conference on Computing Frontiers (CF '24), May 7-9, 2024, Ischia, Italy
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Hardware Architecture (cs.AR)
[30]  arXiv:2405.08411 [pdf, other]
Title: Large-Scale Metric Computation in Online Controlled Experiment Platform
Authors: Tao Xiong, Yong Wang
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[31]  arXiv:2405.08187 [pdf, other]
Title: Optimizing Task Scheduling in Heterogeneous Computing Environments: A Comparative Analysis of CPU, GPU, and ASIC Platforms Using E2C Simulator
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Operating Systems (cs.OS)
[32]  arXiv:2405.08135 [pdf, other]
Title: An Optimal Multilevel Quorum System for Probabilistic Consensus
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Discrete Mathematics (cs.DM); Probability (math.PR)
[33]  arXiv:2405.08698 (cross-list from cs.IT) [pdf, other]
Title: Byzantine-Resilient Secure Aggregation for Federated Learning Without Privacy Compromises
Subjects: Information Theory (cs.IT); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[34]  arXiv:2405.08395 (cross-list from cs.CR) [pdf, other]
Title: Cross-Blockchain Communication Using Oracles With an Off-Chain Aggregation Mechanism Based on zk-SNARKs
Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)
[35]  arXiv:2405.08297 (cross-list from cs.LG) [pdf, ps, other]
Title: Distance-Restricted Explanations: Theoretical Underpinnings & Efficient Implementation
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC)
[36]  arXiv:2405.08268 (cross-list from cs.CR) [pdf, other]
Title: T-Watch: Towards Timed Execution of Private Transaction in Blockchains
Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)

Tue, 14 May 2024

[37]  arXiv:2405.07917 [pdf, other]
Title: High-level Stream Processing: A Complementary Analysis of Fault Recovery
Comments: Extended paper version. arXiv admin note: substantial text overlap with arXiv:2404.06203
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF); Software Engineering (cs.SE)
[38]  arXiv:2405.07806 [pdf, other]
Title: A Decentralized and Self-Adaptive Approach for Monitoring Volatile Edge Environments
Comments: Submitted to ACM Transactions on Autonomous and Adaptive Systems
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Information Retrieval (cs.IR); Networking and Internet Architecture (cs.NI); Systems and Control (eess.SY)
[39]  arXiv:2405.07725 [pdf, ps, other]
Title: Decentralized Distributed Graph Coloring: Cluster Graphs
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)
[40]  arXiv:2405.07434 [pdf, other]
Title: Concurrent aggregate queries
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)
[41]  arXiv:2405.07265 [pdf, other]
Title: An Approach for Decentralized Authentication in Networks of UAVs
Comments: 5 pages
Journal-ref: Proc of the 12th International Conference on Cloud Computing, GRIDs, and Virtualization (Cloud Computing 2021), Porto Portugal, April 2021, pp. 13-17, ISSN 2308-4294
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Cryptography and Security (cs.CR)
[42]  arXiv:2405.07250 [pdf, ps, other]
Title: Towards Cloud Efficiency with Large-scale Workload Characterization
Comments: 6 figures, 13 Tables
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[43]  arXiv:2405.07146 [pdf, other]
Title: TRAIL: Cross-Shard Validation for Cryptocurrency Byzantine Shard Protection
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[44]  arXiv:2405.06856 [pdf, other]
Title: Aladdin: Joint Placement and Scaling for SLO-Aware LLM Serving
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[45]  arXiv:2405.06811 [pdf, other]
Title: Shared Virtual Memory: Its Design and Performance Implications for Diverse Applications
Comments: To be published in ICS '24
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[46]  arXiv:2405.07949 (cross-list from cs.DS) [pdf, other]
Title: Online Load and Graph Balancing for Random Order Inputs
Subjects: Data Structures and Algorithms (cs.DS); Distributed, Parallel, and Cluster Computing (cs.DC)
[47]  arXiv:2405.07925 (cross-list from cs.LG) [pdf, other]
Title: Stable Diffusion-based Data Augmentation for Federated Learning with Non-IID Data
Comments: International Workshop on Federated Foundation Models for the Web 2024 (FL@FM-TheWebConf'24)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[48]  arXiv:2405.07898 (cross-list from physics.comp-ph) [pdf, other]
Title: Breaking the Molecular Dynamics Timescale Barrier Using a Wafer-Scale System
Comments: 10 pages, 10 figures, 5 tables
Subjects: Computational Physics (physics.comp-ph); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[49]  arXiv:2405.07791 (cross-list from cs.LG) [pdf, ps, other]
Title: Decentralized Kernel Ridge Regression Based on Data-dependent Random Feature
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (stat.ML)
[50]  arXiv:2405.07749 (cross-list from cs.LG) [pdf, other]
Title: DeepHYDRA: Resource-Efficient Time-Series Anomaly Detection in Dynamically-Configured Systems
Journal-ref: Proceedings of the 38th ACM International Conference on Supercomputing (ICS '24), June 4--7, 2024, Kyoto, Japan
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[51]  arXiv:2405.07601 (cross-list from cs.LG) [pdf, other]
Title: On-device Online Learning and Semantic Management of TinyML Systems
Comments: Accepted by Journal Transactions on Embedded Computing Systems (TECS)
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)
[52]  arXiv:2405.07557 (cross-list from cs.GT) [pdf, other]
Title: Towards Rational Consensus in Honest Majority
Subjects: Computer Science and Game Theory (cs.GT); Distributed, Parallel, and Cluster Computing (cs.DC)
[53]  arXiv:2405.07353 (cross-list from cs.DS) [pdf, ps, other]
Title: Distributed Lovász Local Lemma under Bandwidth Limitations
Subjects: Data Structures and Algorithms (cs.DS); Distributed, Parallel, and Cluster Computing (cs.DC)
[54]  arXiv:2405.07333 (cross-list from quant-ph) [pdf, other]
Title: Quantum Mini-Apps: A Framework for Developing and Benchmarking Quantum-HPC Applications
Comments: 9 pages, 4 figures
Subjects: Quantum Physics (quant-ph); Distributed, Parallel, and Cluster Computing (cs.DC)
[55]  arXiv:2405.07222 (cross-list from quant-ph) [pdf, other]
Title: What is Quantum Parallelism, Anyhow?
Authors: Stefano Markidis
Comments: Accepted at ISC HPC 2024 conference
Subjects: Quantum Physics (quant-ph); Distributed, Parallel, and Cluster Computing (cs.DC)
[56]  arXiv:2405.07196 (cross-list from cs.DB) [pdf, other]
Title: Permissioned Blockchain-based Framework for Ranking Synthetic Data Generators
Subjects: Databases (cs.DB); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[57]  arXiv:2405.07174 (cross-list from cs.CV) [pdf, other]
Title: CRSFL: Cluster-based Resource-aware Split Federated Learning for Continuous Authentication
Subjects: Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC)
[58]  arXiv:2405.07033 (cross-list from cs.NI) [pdf, ps, other]
Title: A Performance Analysis Modeling Framework for Extended Reality Applications in Edge-Assisted Wireless Networks
Comments: 12 pages, 4 figures; To appear in Proceedings of IEEE International Conference on Distributed Computing Systems (ICDCS), 2024
Subjects: Networking and Internet Architecture (cs.NI); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC); Image and Video Processing (eess.IV)
[59]  arXiv:2405.06993 (cross-list from cs.LG) [pdf, other]
Title: Robust Model Aggregation for Heterogeneous Federated Learning: Analysis and Optimizations
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[60]  arXiv:2405.06842 (cross-list from cs.CR) [pdf, other]
Title: BitVMX: A CPU for Universal Computation on Bitcoin
Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)

Mon, 13 May 2024

[61]  arXiv:2405.06617 [pdf, ps, other]
Title: Optimal Uniform Circle Formation by Asynchronous Luminous Robots
Comments: 33 pages, 15 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[62]  arXiv:2405.06455 [pdf, other]
Title: Managing Forensic Recovery in the Cloud
Comments: 6 pages
Journal-ref: Proc of the 9th International Conference on Cloud Computing, GRIDs, and Virtualization (Cloud Computing 2018), Barcelona, Spain, February 2018, pp. 45-50, ISSN 2308-4294
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[63]  arXiv:2405.06133 [pdf, other]
Title: Advancing Anomaly Detection in Computational Workflows with Active Learning
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[64]  arXiv:2405.06117 [pdf, other]
Title: Deferred Objects to Enhance Smart Contract Programming with Optimistic Parallel Execution
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[65]  arXiv:2405.06085 [pdf, ps, other]
Title: Zero-consistency root emulation for unprivileged container image build
Authors: Reid Priedhorsky (1), Michael Jennings (1), Megan Phinney ((1) Los Alamos National Laboratory)
Comments: 7 pages, 2 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Operating Systems (cs.OS)
[66]  arXiv:2405.06055 [pdf, other]
Title: Knowledge Connectivity Requirements for Solving BFT Consensus with Unknown Participants and Fault Threshold (Extended Version)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[67]  arXiv:2405.06491 (cross-list from cs.LO) [pdf, ps, other]
Title: A Note on an Inferentialist Approach to Resource Semantics
Comments: An abstract of conference paper 'Inferentialist Resource Semantics' (Accepted at MFPS 2024) that was presented at SLSS 2024. arXiv admin note: substantial text overlap with arXiv:2402.09217
Subjects: Logic in Computer Science (cs.LO); Computers and Society (cs.CY); Distributed, Parallel, and Cluster Computing (cs.DC)
[68]  arXiv:2405.06368 (cross-list from cs.LG) [pdf, other]
Title: DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation
Comments: 16 pages, 10 figures, 5 tables
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)
[69]  arXiv:2405.06312 (cross-list from cs.LG) [pdf, other]
Title: FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
Comments: Accepted by IJCAI-2024
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[70]  arXiv:2405.06097 (cross-list from cs.CY) [pdf, ps, other]
Title: A trustless society? A political look at the blockchain vision
Authors: Rainer Rehak
Comments: 6 pages, full text available at: this https URL
Journal-ref: Rehak, Rainer (2019) A Trustless Society. A political look at the blockchain vision, BZH Beitraege zur Hochschulforschung, Issue 3/2019, pp. 60-65
Subjects: Computers and Society (cs.CY); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[71]  arXiv:2405.06081 (cross-list from cs.AR) [pdf, other]
Title: Simultaneous Many-Row Activation in Off-the-Shelf DRAM Chips: Experimental Characterization and Analysis
Comments: To appear in DSN 2024
Subjects: Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC)
[ total of 71 entries: 1-71 ]
[ showing 71 entries per page: fewer | more ]

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