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Distributed, Parallel, and Cluster Computing

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Total of 49 entries
Showing up to 50 entries per page: fewer | more | all

Thu, 21 Nov 2024 (showing 8 of 8 entries )

[1] arXiv:2411.13532 [pdf, other]
Title: A Distributed-memory Tridiagonal Solver Based on a Specialised Data Structure Optimised for CPU and GPU Architectures
Semih Akkurt, Sébastien Lemaire, Paul Bartholomew, Sylvain Laizet
Comments: 42 pages, 13 figures, 6 tables
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Computational Physics (physics.comp-ph)
[2] arXiv:2411.13441 [pdf, html, other]
Title: A Case Study of API Design for Interoperability and Security of the Internet of Things
Dongha Kim, Chanhee Lee, Hokeun Kim
Comments: To appear in Proceedings of the 2nd EAI International Conference on Security and Privacy in Cyber-Physical Systems and Smart Vehicles (SmartSP 2024)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Systems and Control (eess.SY)
[3] arXiv:2411.13377 [pdf, html, other]
Title: Distributed weak independent sets in hypergraphs: Upper and lower bounds
Duncan Adamson, Will Rosenbaum, Paul G. Spirakis
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[4] arXiv:2411.13334 [pdf, html, other]
Title: Sublinear-time Sampling of Spanning Trees in the Congested Clique
Sriram V. Pemmaraju, Sourya Roy, Joshua Z. Sobel
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[5] arXiv:2411.13239 [pdf, other]
Title: Transforming the Hybrid Cloud for Emerging AI Workloads
Deming Chen, Alaa Youssef, Ruchi Pendse, André Schleife, Bryan K. Clark, Hendrik Hamann, Jingrui He, Teodoro Laino, Lav Varshney, Yuxiong Wang, Avirup Sil, Reyhaneh Jabbarvand, Tianyin Xu, Volodymyr Kindratenko, Carlos Costa, Sarita Adve, Charith Mendis, Minjia Zhang, Santiago Núñez-Corrales, Raghu Ganti, Mudhakar Srivatsa, Nam Sung Kim, Josep Torrellas, Jian Huang, Seetharami Seelam, Klara Nahrstedt, Tarek Abdelzaher, Tamar Eilam, Huimin Zhao, Matteo Manica, Ravishankar Iyer, Martin Hirzel, Vikram Adve, Darko Marinov, Hubertus Franke, Hanghang Tong, Elizabeth Ainsworth, Han Zhao, Deepak Vasisht, Minh Do, Fabio Oliveira, Giovanni Pacifici, Ruchir Puri, Priya Nagpurkar
Comments: 70 pages, 27 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR); Emerging Technologies (cs.ET); Multiagent Systems (cs.MA)
[6] arXiv:2411.13121 [pdf, html, other]
Title: ReinFog: A DRL Empowered Framework for Resource Management in Edge and Cloud Computing Environments
Zhiyu Wang, Mohammad Goudarzi, Rajkumar Buyya
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[7] arXiv:2411.13039 [pdf, html, other]
Title: TrustMesh: A Blockchain-Enabled Trusted Distributed Computing Framework for Open Heterogeneous IoT Environments
Murtaza Rangwala, Rajkumar Buyya
Comments: 11 pages, 6 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[8] arXiv:2411.13055 (cross-list from cs.LG) [pdf, html, other]
Title: Hardware Scaling Trends and Diminishing Returns in Large-Scale Distributed Training
Jared Fernandez, Luca Wehrstedt, Leonid Shamis, Mostafa Elhoushi, Kalyan Saladi, Yonatan Bisk, Emma Strubell, Jacob Kahn
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)

Wed, 20 Nov 2024 (showing 8 of 8 entries )

[9] arXiv:2411.12559 [pdf, other]
Title: Emulating a computing grid in a local environment for feature evaluation
Jananga Kalawana, Malith Dilshan, Kaveesha Dinamidu, Kalana Wijethunga, Maksim Stortvedt, Indika Perera
Comments: 16 pages 4 figures 2 tables Computer Science & Information Technology (CS & IT) ISSN : 2231 - 5403 Volume 14, Number 22, November 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[10] arXiv:2411.12456 [pdf, html, other]
Title: Ichnos: A Carbon Footprint Estimator for Scientific Workflows
Kathleen West, Yehia Elkhatib, Lauritz Thamsen
Comments: Extended Abstract for LOCO 2024. GitHub Repository: this https URL
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[11] arXiv:2411.12303 [pdf, other]
Title: An Integrated (Crop Model, Cloud and Big Data Analytic) Framework to support Agriculture Activity Monitoring System
Shamim Akhter, Kiyoshi Honda, Kento Aida, Amor V.M. Ines
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[12] arXiv:2411.12161 [pdf, other]
Title: Adaptive Cache Management for Complex Storage Systems Using CNN-LSTM-Based Spatiotemporal Prediction
Xiaoye Wang, Xuan Li, Linji Wang, Tingyi Ruan, Pochun Li
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[13] arXiv:2411.12650 (cross-list from cs.SE) [pdf, other]
Title: Optimizing Airline Reservation Systems with Edge-Enabled Microservices: A Framework for Real-Time Data Processing and Enhanced User Responsiveness
Biman Barua, M. Shamim Kaiser
Comments: 22 pages, 11 figures
Subjects: Software Engineering (cs.SE); Artificial Intelligence (cs.AI); Computational Engineering, Finance, and Science (cs.CE); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[14] arXiv:2411.12244 (cross-list from cs.LG) [pdf, html, other]
Title: Hyper-parameter Optimization for Federated Learning with Step-wise Adaptive Mechanism
Yasaman Saadati, M. Hadi Amini
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[15] arXiv:2411.12162 (cross-list from cs.CR) [pdf, html, other]
Title: Microsegmented Cloud Network Architecture Using Open-Source Tools for a Zero Trust Foundation
Sunil Arora, John Hastings
Comments: 8 pages, 6 figures
Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC); Networking and Internet Architecture (cs.NI); Systems and Control (eess.SY)
[16] arXiv:2411.12038 (cross-list from cs.LG) [pdf, html, other]
Title: Scaling Deep Learning Research with Kubernetes on the NRP Nautilus HyperCluster
J. Alex Hurt, Anes Ouadou, Mariam Alshehri, Grant J. Scott
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)

Tue, 19 Nov 2024 (showing 15 of 15 entries )

[17] arXiv:2411.11718 [pdf, html, other]
Title: Distributed Maximum Flow in Planar Graphs
Yaseen Abd-Elhaleem (1), Michal Dory (1), Merav Parter (2), Oren Weimann (1) ((1) University of Haifa, (2) Weizmann Institute of Science)
Comments: 54 pages, a short version about this work has appeared as a brief announcement in DISC 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)
[18] arXiv:2411.11665 [pdf, html, other]
Title: Hash & Adjust: Competitive Demand-Aware Consistent Hashing
Arash Pourdamghani, Chen Avin, Robert Sama, Maryam Shiran, Stefan Schmid
Comments: This paper has been accepted to International Conference on Principles of Distributed Systems (OPODIS 2024)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)
[19] arXiv:2411.11560 [pdf, html, other]
Title: Topology-aware Preemptive Scheduling for Co-located LLM Workloads
Ping Zhang, Lei Su, Jinjie Yang, Xin Chen
Comments: 17 Pages, 11 Figures, 5 Tables
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI)
[20] arXiv:2411.11547 [pdf, html, other]
Title: gpuPairHMM: High-speed Pair-HMM Forward Algorithm for DNA Variant Calling on GPUs
Bertil Schmidt, Felix Kallenborn, Alexander Wichmann, Alejandro Chacon, Christian Hundt
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Genomics (q-bio.GN)
[21] arXiv:2411.11540 [pdf, html, other]
Title: The Jevons Paradox In Cloud Computing: A Thermodynamics Perspective
Prateek Sharma
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[22] arXiv:2411.11493 [pdf, html, other]
Title: LSRAM: A Lightweight Autoscaling and SLO Resource Allocation Framework for Microservices Based on Gradient Descent
Kan Hu, Minxian Xu, Kejiang Ye, Chengzhong Xu
Comments: 22 pages
Journal-ref: Software: Practice and Experience 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[23] arXiv:2411.11468 [pdf, html, other]
Title: $\nu$-LPA: Fast GPU-based Label Propagation Algorithm (LPA) for Community Detection
Subhajit Sahu
Comments: 10 pages, 6 figures, 1 table
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Social and Information Networks (cs.SI)
[24] arXiv:2411.11217 [pdf, html, other]
Title: MoE-Lightning: High-Throughput MoE Inference on Memory-constrained GPUs
Shiyi Cao, Shu Liu, Tyler Griggs, Peter Schafhalter, Xiaoxuan Liu, Ying Sheng, Joseph E. Gonzalez, Matei Zaharia, Ion Stoica
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)
[25] arXiv:2411.10815 [pdf, html, other]
Title: Collaborative UAVs Multi-task Video Processing Optimization Based on Enhanced Distributed Actor-Critic Networks
Ziqi Rong, Qiushi Zheng, Zhishu Shen, Xiaolong Li, Tiehua Zhang, Zheng Lei, Jiong Jin
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[26] arXiv:2411.10532 [pdf, html, other]
Title: Breaking the mold: overcoming the time constraints of molecular dynamics on general-purpose hardware
Danny Perez, Aidan Thompson, Stan Moore, Tomas Oppelstrup, Ilya Sharapov, Kylee Santos, Amirali Sharifian, Delyan Z. Kalchev, Robert Schreiber, Scott Pakin, Edgar A. Leon, James H. Laros III, Michael James, Sivasankaran Rajamanickam
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Materials Science (cond-mat.mtrl-sci); Computational Physics (physics.comp-ph)
[27] arXiv:2411.11781 (cross-list from cs.DS) [pdf, html, other]
Title: Towards Scalable and Practical Batch-Dynamic Connectivity
Quinten De Man, Laxman Dhulipala, Adam Karczmarz, Jakub Łącki, Julian Shun, Zhongqi Wang
Comments: This is a preliminary version of a paper that will appear at VLDB'25
Subjects: Data Structures and Algorithms (cs.DS); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)
[28] arXiv:2411.11713 (cross-list from cs.LG) [pdf, html, other]
Title: FLMarket: Enabling Privacy-preserved Pre-training Data Pricing for Federated Learning
Zhenyu Wen, Wanglei Feng, Di Wu, Haozhen Hu, Chang Xu, Bin Qian, Zhen Hong, Cong Wang, Shouling Ji
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[29] arXiv:2411.11277 (cross-list from cs.DS) [pdf, html, other]
Title: Massively Parallel Maximum Coverage Revisited
Thai Bui, Hoa T. Vu
Subjects: Data Structures and Algorithms (cs.DS); Distributed, Parallel, and Cluster Computing (cs.DC)
[30] arXiv:2411.11039 (cross-list from cs.LG) [pdf, html, other]
Title: FedUHB: Accelerating Federated Unlearning via Polyak Heavy Ball Method
Yu Jiang, Chee Wei Tan, Kwok-Yan Lam
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[31] arXiv:2411.10560 (cross-list from cs.NI) [pdf, other]
Title: A Combined Environmental Monitoring Framework based on WSN Clustering and VANET Edge Computation Offloading
Basilis Mamalis, Sergios Gerakidis
Comments: 8 pages
Journal-ref: International Journal of Computer Applications (IJCA), Vol. 186, No. 2, pp. 33-41, 2024
Subjects: Networking and Internet Architecture (cs.NI); Distributed, Parallel, and Cluster Computing (cs.DC)

Mon, 18 Nov 2024 (showing 12 of 12 entries )

[32] arXiv:2411.10340 [pdf, other]
Title: Domain Adaptation-based Edge Computing for Cross-Conditions Fault Diagnosis
Yanzhi Wang, Chu Wang, Jinhong Wu, Ziyang Yu, Qi Zhou
Comments: 28 pages, 11 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Software Engineering (cs.SE)
[33] arXiv:2411.10290 [pdf, html, other]
Title: The ParClusterers Benchmark Suite (PCBS): A Fine-Grained Analysis of Scalable Graph Clustering
Shangdi Yu, Jessica Shi, Jamison Meindl, David Eisenstat, Xiaoen Ju, Sasan Tavakkol, Laxman Dhulipala, Jakub Łącki, Vahab Mirrokni, Julian Shun
Comments: This is a preliminary version of a paper that will appear at VLDB'25
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Social and Information Networks (cs.SI)
[34] arXiv:2411.10289 [pdf, html, other]
Title: Clock Synchronization Is Almost Impossible with Bounded Memory
Bernadette Charron-Bost, Louis Penet de Monterno
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[35] arXiv:2411.10249 [pdf, html, other]
Title: How the interplay between power concentration, competition, and propagation affects the resource efficiency of distributed ledgers
Paolo Barucca, Carlo Campajola, Jiahua Xu
Comments: 18 pages, 10 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Social and Information Networks (cs.SI); Physics and Society (physics.soc-ph)
[36] arXiv:2411.10143 [pdf, html, other]
Title: Cascaded Prediction and Asynchronous Execution of Iterative Algorithms on Heterogeneous Platforms
Jianhua Gao, Bingjie Liu, Yizhuo Wang, Weixing Ji, Hua Huang
Comments: 12 pages, 9 figures, 7 tables
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Mathematical Software (cs.MS)
[37] arXiv:2411.10026 [pdf, html, other]
Title: SoK: DAG-based Consensus Protocols
Mayank Raikwar, Nikita Polyanskii, Sebastian Müller
Comments: This is a revised and updated version of the paper published in the proceedings of IEEE ICBC 2024. Comments are welcome
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[38] arXiv:2411.10003 [pdf, html, other]
Title: Pro-Prophet: Systematic Load Balancing Method for Efficient Parallel Training of Large-scale MoE Models
Wei Wang, Zhiquan Lai, Shengwei Li, Weijie Liu, Keshi Ge, Ao Shen, Dongsheng Li
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[39] arXiv:2411.09981 [pdf, html, other]
Title: SoK: Consensus for Fair Message Ordering
Zhuolun Li, Evangelos Pournaras
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[40] arXiv:2411.09957 [pdf, html, other]
Title: Sublinear-time Collision Detection with a Polynomial Number of States in Population Protocols
Takumi Araya, Yuichi Sudo
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[41] arXiv:2411.09809 [pdf, html, other]
Title: Scalable Readability Evaluation for Graph Layouts: 2D Geometric Distributed Algorithms
Sanggeon Yun
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[42] arXiv:2411.10399 (cross-list from cs.GT) [pdf, html, other]
Title: Game Theoretic Liquidity Provisioning in Concentrated Liquidity Market Makers
Weizhao Tang, Rachid El-Azouzi, Cheng Han Lee, Ethan Chan, Giulia Fanti
Subjects: Computer Science and Game Theory (cs.GT); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)
[43] arXiv:2411.10385 (cross-list from cs.LG) [pdf, html, other]
Title: Low-Latency Task-Oriented Communications with Multi-Round, Multi-Task Deep Learning
Yalin E. Sagduyu, Tugba Erpek, Aylin Yener, Sennur Ulukus
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Information Theory (cs.IT); Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

Fri, 15 Nov 2024 (showing 6 of 6 entries )

[44] arXiv:2411.09473 [pdf, html, other]
Title: Enhancing Scalability and Performance in Influence Maximization with Optimized Parallel Processing
Hanjiang Wu, Huan Xu, Joongun Park, Jesmin Jahan Tithi, Fabio Checconi, Jordi Wolfson-Pou, Fabrizio Petrini, Tushar Krishna
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)
[45] arXiv:2411.08914 [pdf, other]
Title: Future-Proofing IoT: Unleashing the Power of AWS Greengrass in Propelling Smart Devices to New Heights
Sahasra Kokkula, Ankit Vatsa, Savaridassan P
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[46] arXiv:2411.09317 (cross-list from cs.LG) [pdf, html, other]
Title: Pie: Pooling CPU Memory for LLM Inference
Yi Xu, Ziming Mao, Xiangxi Mo, Shu Liu, Ion Stoica
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[47] arXiv:2411.09275 (cross-list from cs.DS) [pdf, html, other]
Title: Pkd-tree: Parallel $k$d-tree with Batch Updates
Ziyang Men, Zheqi Shen, Yan Gu, Yihan Sun
Subjects: Data Structures and Algorithms (cs.DS); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF)
[48] arXiv:2411.09047 (cross-list from cs.LG) [pdf, html, other]
Title: Anomaly Detection in Large-Scale Cloud Systems: An Industry Case and Dataset
Mohammad Saiful Islam, Mohamed Sami Rakha, William Pourmajidi, Janakan Sivaloganathan, John Steinbacher, Andriy Miranskyy
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Software Engineering (cs.SE)
[49] arXiv:2411.08982 (cross-list from cs.LG) [pdf, html, other]
Title: Lynx: Enabling Efficient MoE Inference through Dynamic Batch-Aware Expert Selection
Vima Gupta, Kartik Sinha, Ada Gavrilovska, Anand Padmanabha Iyer
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
Total of 49 entries
Showing up to 50 entries per page: fewer | more | all