Distributed, Parallel, and Cluster Computing

Authors and titles for cs.DC in Feb 2024, skipping first 200

[201]  arXiv:2402.16442 (cross-list from cs.LG) [pdf, other]

Title: On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions

Authors: Maximilian Böther, Abraham Sebastian, Pranjal Awasthi, Ana Klimovic, Srikumar Ramalingam

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC); Optimization and Control (math.OC)

[202]  arXiv:2402.16463 (cross-list from cs.LG) [pdf, other]

Title: Learning to Schedule Online Tasks with Bandit Feedback

Authors: Yongxin Xu, Shangshang Wang, Hengquan Guo, Xin Liu, Ziyu Shao

Comments: 16 pages

Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)

[203]  arXiv:2402.16731 (cross-list from cs.AR) [pdf, other]

Title: Accelerating Graph Neural Networks on Real Processing-In-Memory Systems

Authors: Christina Giannoula, Peiming Yang, Ivan Fernandez Vega, Jiacheng Yang, Yu Xin Li, Juan Gomez Luna, Mohammad Sadrosadati, Onur Mutlu, Gennady Pekhimenko

Subjects: Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Performance (cs.PF)

[204]  arXiv:2402.17342 (cross-list from cs.CR) [pdf, other]

Title: A Scalable Multi-Layered Blockchain Architecture for Enhanced EHR Sharing and Drug Supply Chain Management

Authors: Reza Javan, Mehrzad Mohammadi, Mohammad Beheshti-Atashgah, Mohammad Reza Aref

Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)

[205]  arXiv:2402.17459 (cross-list from cs.DS) [pdf, other]

Title: PureLottery: Fair and Bias-Resistant Leader Election with a Novel Single-Elimination Tournament Algorithm

Authors: Jonas Ballweg

Subjects: Data Structures and Algorithms (cs.DS); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC); Computer Science and Game Theory (cs.GT)

[206]  arXiv:2402.17659 (cross-list from cs.CR) [pdf, ps, other]

Title: SoK: Cryptocurrency Wallets -- A Security Review and Classification based on Authentication Factors

Authors: Ivan Homoliak, Martin Perešíni

Comments: arXiv admin note: text overlap with arXiv:1812.03598

Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)

[207]  arXiv:2402.18018 (cross-list from cs.LG) [pdf, ps, other]

Title: Communication Efficient ConFederated Learning: An Event-Triggered SAGA Approach

Authors: Bin Wang, Jun Fang, Hongbin Li, Yonina C. Eldar

Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Signal Processing (eess.SP)

[208]  arXiv:2402.18372 (cross-list from cs.LG) [pdf, other]

Title: FedUV: Uniformity and Variance for Heterogeneous Federated Learning

Authors: Ha Min Son, Moon-Hyun Kim, Tai-Myoung Chung, Chao Huang, Xin Liu

Comments: 11 pages, 4 figures, 5 tables, to appear at CVPR 2024

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)

[209]  arXiv:2402.18386 (cross-list from cs.CR) [pdf, other]

Title: TrustRate: A Decentralized Platform for Hijack-Resistant Anonymous Reviews

Authors: Rohit Dwivedula, Sriram Sridhar, Sambhav Satija, Muthian Sivathanu, Nishanth Chandran, Divya Gupta, Satya Lokam

Comments: 23 pages

Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)

[210]  arXiv:2402.18593 (cross-list from cs.AR) [pdf, other]

Title: Sustainable Supercomputing for AI: GPU Power Capping at HPC Scale

Authors: Dan Zhao, Siddharth Samsi, Joseph McDonald, Baolin Li, David Bestor, Michael Jones, Devesh Tiwari, Vijay Gadepally

Subjects: Hardware Architecture (cs.AR); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)

[211]  arXiv:2402.18606 (cross-list from cs.LG) [pdf, other]

Title: Impact of network topology on the performance of Decentralized Federated Learning

Authors: Luigi Palmieri, Chiara Boldrini, Lorenzo Valerio, Andrea Passarella, Marco Conti

Comments: Funding: H2020 HumaneAI Net (Grant N. 952026), CHIST-ERA SAI (CHIST-ERA-19-XAI010), PNRR FAIR (PE00000013), PNRR RESTART (PE00000001). arXiv admin note: text overlap with arXiv:2307.15947

Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)

[212]  arXiv:2402.18736 (cross-list from cs.AR) [pdf, other]

Title: Functionally-Complete Boolean Logic in Real DRAM Chips: Experimental Characterization and Analysis

Authors: Ismail Emir Yuksel, Yahya Can Tugrul, Ataberk Olgun, F. Nisa Bostanci, A. Giray Yaglikci, Geraldo F. Oliveira, Haocong Luo, Juan Gómez-Luna, Mohammad Sadrosadati, Onur Mutlu

Comments: A shorter version of this work is to appear at the 30th IEEE International Symposium on High-Performance Computer Architecture (HPCA-30), 2024

Subjects: Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC)

[213]  arXiv:2402.19080 (cross-list from cs.AR) [pdf, other]

Title: MIMDRAM: An End-to-End Processing-Using-DRAM System for High-Throughput, Energy-Efficient and Programmer-Transparent Multiple-Instruction Multiple-Data Processing

Authors: Geraldo F. Oliveira, Ataberk Olgun, Abdullah Giray Yağlıkçı, F. Nisa Bostancı, Juan Gómez-Luna, Saugata Ghose, Onur Mutlu

Comments: Extended version of HPCA 2024 paper. arXiv admin note: text overlap with arXiv:2109.05881 by other authors

Subjects: Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC)

[214]  arXiv:2402.04506 (cross-list from astro-ph.IM) [pdf, ps, other]

Title: Processing All-Sky Images At Scale On The Amazon Cloud: A HiPS Example

Authors: G. Bruce Berriman, John C. Good

Comments: 4 pages, 1 figure, ADASS 2024 proceedings

Subjects: Instrumentation and Methods for Astrophysics (astro-ph.IM); Distributed, Parallel, and Cluster Computing (cs.DC)

[215]  arXiv:2402.06638 (cross-list from q-fin.ST) [pdf, other]

Title: Transformers with Attentive Federated Aggregation for Time Series Stock Forecasting

Authors: Chu Myaet Thwal, Ye Lin Tun, Kitae Kim, Seong-Bae Park, Choong Seon Hong

Comments: Published in IEEE ICOIN 2023

Subjects: Statistical Finance (q-fin.ST); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)

[216]  arXiv:2402.08055 (cross-list from quant-ph) [pdf, other]

Title: A Quantum Algorithm Based Heuristic to Hide Sensitive Itemsets

Authors: Abhijeet Ghoshal, Yan Li, Syam Menon, Sumit Sarkar

Journal-ref: Workshop on Information Technologies and Systems WITS 2023

Subjects: Quantum Physics (quant-ph); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)

[217]  arXiv:2402.08821 (cross-list from math.OC) [pdf, other]

Title: Problem-Parameter-Free Decentralized Nonconvex Stochastic Optimization

Authors: Jiaxiang Li, Xuxing Chen, Shiqian Ma, Mingyi Hong

Subjects: Optimization and Control (math.OC); Distributed, Parallel, and Cluster Computing (cs.DC)

[218]  arXiv:2402.09714 (cross-list from math.OC) [pdf, other]

Title: An Accelerated Distributed Stochastic Gradient Method with Momentum

Authors: Kun Huang, Shi Pu, Angelia Nedić

Comments: 32 pages, 5 figures

Subjects: Optimization and Control (math.OC); Distributed, Parallel, and Cluster Computing (cs.DC); Multiagent Systems (cs.MA)

[219]  arXiv:2402.11170 (cross-list from econ.GN) [pdf, other]

Title: Analyzing Reward Dynamics and Decentralization in Ethereum 2.0: An Advanced Data Engineering Workflow and Comprehensive Datasets for Proof-of-Stake Incentives

Authors: Tao Yan, Shengnan Li, Benjamin Kraner, Luyao Zhang, Claudio J. Tessone

Subjects: General Economics (econ.GN); Cryptography and Security (cs.CR); Computers and Society (cs.CY); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)

[220]  arXiv:2402.15366 (cross-list from physics.ins-det) [pdf, other]

Title: Portable acceleration of CMS computing workflows with coprocessors as a service

Authors: CMS Collaboration

Comments: Submitted to Computing and Software for Big Science. All figures and tables can be found at this http URL (CMS Public Pages)

Subjects: Instrumentation and Detectors (physics.ins-det); Distributed, Parallel, and Cluster Computing (cs.DC); High Energy Physics - Experiment (hep-ex)