We gratefully acknowledge support from
the Simons Foundation and member institutions.

Distributed, Parallel, and Cluster Computing

Authors and titles for recent submissions

[ total of 95 entries: 1-95 ]
[ showing up to 100 entries per page: fewer | more ]

Thu, 30 May 2024

[1]  arXiv:2405.19284 [pdf, other]
Title: Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform
Authors: Viviane Potocnik, Luca Colagrande, Tim Fischer, Luca Bertaccini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
Comments: 14 pages, 10 figures, 4 tables, IEEE Transactions on Circuits and Systems for Artificial Intelligence
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Hardware Architecture (cs.AR)
[2]  arXiv:2405.19131 [pdf, other]
Title: Learning Interpretable Scheduling Algorithms for Data Processing Clusters
Authors: Zhibo Hu, Chen Wang, Helen (Hye-Young) Paik, Yanfeng Shu, Liming Zhu
Comments: 20 pages, 18 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[3]  arXiv:2405.19027 [pdf, other]
Title: A Dual-functional Blockchain Framework for Solving Distributed Optimization
Authors: Weihang Cao, Xintong Ling, Jiaheng Wang, Xiqi Gao, Zhi Ding
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[4]  arXiv:2405.19272 (cross-list from cs.LG) [pdf, other]
Title: Mitigating Disparate Impact of Differential Privacy in Federated Learning through Robust Clustering
Authors: Saber Malekmohammadi, Afaf Taik, Golnoosh Farnadi
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)
[5]  arXiv:2405.19257 (cross-list from cs.RO) [pdf, other]
Title: Hybrid-Parallel: Achieving High Performance and Energy Efficient Distributed Inference on Robots
Authors: Zekai Sun, Xiuxian Guan, Junming Wang, Haoze Song, Yuhao Qing, Tianxiang Shen, Dong Huang, Fangming Liu, Heming Cui
Subjects: Robotics (cs.RO); Distributed, Parallel, and Cluster Computing (cs.DC)
[6]  arXiv:2405.19217 (cross-list from cs.IT) [pdf, other]
Title: LoByITFL: Low Communication Secure and Private Federated Learning
Authors: Yue Xia, Christoph Hofmeister, Maximilian Egger, Rawad Bitar
Subjects: Information Theory (cs.IT); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[7]  arXiv:2405.19136 (cross-list from cs.NI) [pdf, other]
Title: Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network
Authors: Yuvraj Sahni, Jiannong Cao, Lei Yang, Shengwei Wang
Subjects: Networking and Internet Architecture (cs.NI); Distributed, Parallel, and Cluster Computing (cs.DC)
[8]  arXiv:2405.19129 (cross-list from cs.GT) [pdf, other]
Title: Federated Assemblies
Authors: Daniel Halpern, Ariel D. Procaccia, Ehud Shapiro, Nimrod Talmon
Subjects: Computer Science and Game Theory (cs.GT); Distributed, Parallel, and Cluster Computing (cs.DC)
[9]  arXiv:2405.18983 (cross-list from cs.LG) [pdf, other]
Title: Federated Learning under Partially Class-Disjoint Data via Manifold Reshaping
Authors: Ziqing Fan, Jiangchao Yao, Ruipeng Zhang, Lingjuan Lyu, Ya Zhang, Yanfeng Wang
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[10]  arXiv:2405.18972 (cross-list from cs.LG) [pdf, other]
Title: Federated Learning with Bilateral Curation for Partially Class-Disjoint Data
Authors: Ziqing Fan, Ruipeng Zhang, Jiangchao Yao, Bo Han, Ya Zhang, Yanfeng Wang
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[11]  arXiv:2405.18890 (cross-list from cs.LG) [pdf, other]
Title: Locally Estimated Global Perturbations are Better than Local Perturbations for Federated Sharpness-aware Minimization
Authors: Ziqing Fan, Shengchao Hu, Jiangchao Yao, Gang Niu, Ya Zhang, Masashi Sugiyama, Yanfeng Wang
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)

Wed, 29 May 2024

[12]  arXiv:2405.18367 [pdf, other]
Title: Black Hole Search in Dynamic Graphs
Authors: Tanvir Kaur, Ashish Saxena, Partha Sarathi Mandal, Kaushik Mondal
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[13]  arXiv:2405.18093 [pdf, other]
Title: Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World Clusters
Authors: Jinkyu Yim, Jaeyong Song, Yerim Choi, Jaebeen Lee, Jaewon Jung, Hongsun Jang, Jinho Lee
Comments: published at DATE 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[14]  arXiv:2405.18072 [pdf, other]
Title: Asynchronous BFT Asset Transfer: Quasi-Anonymous, Light, and Consensus-Free
Authors: Timothé Albouy (IRISA), Emmanuelle Anceaume (IRISA), Davide Frey (WIDE), Mathieu Gestin, Arthur Rauch, Michel Raynal (IRISA), François Taïani (WIDE)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[15]  arXiv:2405.17870 [pdf, other]
Title: Full-Stack Allreduce on Multi-Rail Networks
Authors: Enda Yu, Dezun Dong, Xiangke Liao
Comments: Submitted to SC'2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[16]  arXiv:2405.17839 [pdf, other]
Title: PeerFL: A Simulator for Peer-to-Peer Federated Learning at Scale
Authors: Alka Luqman, Shivanshu Shekhar, Anupam Chattopadhyay
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI)
[17]  arXiv:2405.17664 [pdf, other]
Title: Adaptive Device-Edge Collaboration on DNN Inference in AIoT: A Digital Twin-Assisted Approach
Authors: Shisheng Hu, Mushu Li, Jie Gao, Conghao Zhou, Xuemin Shen
Journal-ref: IEEE Internet Things J. (Volume: 11, Issue: 7, 01 April 2024)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[18]  arXiv:2405.18371 (cross-list from quant-ph) [pdf, other]
Title: ML-QLS: Multilevel Quantum Layout Synthesis
Authors: Wan-Hsuan Lin, Jason Cong
Subjects: Quantum Physics (quant-ph); Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC)
[19]  arXiv:2405.18291 (cross-list from cs.LG) [pdf, other]
Title: FedSAC: Dynamic Submodel Allocation for Collaborative Fairness in Federated Learning
Authors: Zihui Wang, Zheng Wang, Lingjuan Lyu, Zhaopeng Peng, Zhicheng Yang, Chenglu Wen, Rongshan Yu, Cheng Wang, Xiaoliang Fan
Comments: Accepted by KDD'24
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[20]  arXiv:2405.18047 (cross-list from cs.LG) [pdf, other]
Title: 2BP: 2-Stage Backpropagation
Authors: Christopher Rae, Joseph K. L. Lee, James Richings
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[21]  arXiv:2405.18040 (cross-list from cs.LG) [pdf, other]
Title: Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience
Authors: Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Comments: Accepted in ECML PKDD 2024
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[22]  arXiv:2405.17932 (cross-list from cs.LG) [pdf, ps, other]
Title: Towards Communication-efficient Federated Learning via Sparse and Aligned Adaptive Optimization
Authors: Xiumei Deng, Jun Li, Kang Wei, Long Shi, Zeihui Xiong, Ming Ding, Wen Chen, Shi Jin, H. Vincent Poor
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[23]  arXiv:2405.17876 (cross-list from cs.LG) [pdf, other]
Title: Decentralized Directed Collaboration for Personalized Federated Learning
Authors: Yingqi Liu, Yifan Shi, Qinglun Li, Baoyuan Wu, Xueqian Wang, Li Shen
Comments: CVPR 2024. arXiv admin note: text overlap with arXiv:2305.15157
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Optimization and Control (math.OC)
[24]  arXiv:2405.17522 (cross-list from cs.LG) [pdf, other]
Title: Efficient Model Compression for Hierarchical Federated Learning
Authors: Xi Zhu, Songcan Yu, Junbo Wang, Qinglin Yang
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[25]  arXiv:2405.17457 (cross-list from cs.CV) [pdf, other]
Title: Data-Free Federated Class Incremental Learning with Diffusion-Based Generative Memory
Authors: Naibo Wang, Yuchen Deng, Wenjie Feng, Jianwei Yin, See-Kiong Ng
Subjects: Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[26]  arXiv:2405.17437 (cross-list from cs.NI) [pdf, other]
Title: Federated Learning and Evolutionary Game Model for Fog Federation Formation
Authors: Zyad Yasser, Ahmad Hammoud, Azzam Mourad, Hadi Otrok, Zbigniew Dziong, Mohsen Guizani
Subjects: Networking and Internet Architecture (cs.NI); Distributed, Parallel, and Cluster Computing (cs.DC)
[27]  arXiv:2305.05455 (cross-list from cs.NI) [pdf, other]
Title: ONCache: A Cache-Based Low-Overhead Container Overlay Network
Authors: Shengkai Lin, Shizhen Zhao, Peirui Cao, Xinchi Han, Quan Tian, Wenfeng Liu, Qi Wu, Donghai Han, Xinbing Wang, Chenghu Zhou
Subjects: Networking and Internet Architecture (cs.NI); Distributed, Parallel, and Cluster Computing (cs.DC); Operating Systems (cs.OS)

Tue, 28 May 2024

[28]  arXiv:2405.17322 [pdf, other]
Title: Evaluation of computational and energy performance in matrix multiplication algorithms on CPU and GPU using MKL, cuBLAS and SYCL
Authors: L.A. Torres, Carlos J. Barrios H, Yves Denneulin
Comments: 14 pages
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Hardware Architecture (cs.AR)
[29]  arXiv:2405.17245 [pdf, other]
Title: Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference
Authors: Shengyuan Ye, Jiangsu Du, Liekang Zeng, Wenzhong Ou, Xiaowen Chu, Yutong Lu, Xu Chen
Comments: Accepted by IEEE International Conference on Computer Communications 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI)
[30]  arXiv:2405.17180 [pdf, other]
Title: Boolean Gates Based on Liquid Marbles
Authors: Luca Cavenaghi, Sandro Erba, Claudio Zandron
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[31]  arXiv:2405.16685 [pdf, ps, other]
Title: EdgeSphere: A Three-Tier Architecture for Cognitive Edge Computing
Authors: Christian Makaya, Keith Grueneberg, Bongjun Ko, David Wood, Nirmit Desai, Xiping Wang
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[32]  arXiv:2405.16611 [pdf, other]
Title: What Cannot Be Implemented on Weak Memory?
Authors: Armando Castañeda, Gregory Chockler, Brijesh Dongol, Ori Lahav
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[33]  arXiv:2405.16575 [pdf, other]
Title: Arma: Byzantine Fault Tolerant Consensus with Horizontal Scalability
Authors: Yacov Manevich, Hagar Meir, Kaoutar Elkhiyaoui, Yoav Tock, May Buzaglo
Comments: arXiv admin note: substantial text overlap with arXiv:2312.13777
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[34]  arXiv:2405.16283 [pdf, other]
Title: TURNIP: A "Nondeterministic" GPU Runtime with CPU RAM Offload
Authors: Zhimin Ding, Jiawen Yao, Brianna Barrow, Tania Lorido Botran, Christopher Jermaine, Yuxin Tang, Jiehui Li, Xinyu Yao, Sleem Mahmoud Abdelghafar, Daniel Bourgeois
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[35]  arXiv:2405.16256 [pdf, other]
Title: HetHub: A Heterogeneous distributed hybrid training system for large-scale models
Authors: Si Xu, Zixiao Huang, Yan Zeng, Shengen Yan, Xuefei Ning, Haolin Ye, Sipei Gu, Chunsheng Shui, Zhezheng Lin, Hao Zhang, Sheng Wang, Guohao Dai, Yu Wang
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI)
[36]  arXiv:2405.16086 [pdf, other]
Title: An Experimental Study of Different Aggregation Schemes in Semi-Asynchronous Federated Learning
Authors: Yunbo Li, Jiaping Gui, Yue Wu
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF)
[37]  arXiv:2405.15901 [pdf, ps, other]
Title: A Survey on Application Layer Protocols for IoT Networks
Authors: Fatma Hmissi, Sofiane Ouni
Comments: 11 pages
Journal-ref: International Journal on Advances in Telecommunications, 2022, http://www.iariajournals.org/telecommunications/
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[38]  arXiv:2405.17363 (cross-list from cs.AR) [pdf, other]
Title: Optimized thread-block arrangement in a GPU implementation of a linear solver for atmospheric chemistry mechanisms
Authors: Christian Guzman Ruiz, Mario Acosta, Oriol Jorba, Eduardo Cesar Galobardes, Matthew Dawson, Guillermo Oyarzun, Carlos Pérez García-Pando, Kim Serradell
Comments: Accepted manuscript
Journal-ref: Computer Physics Communications 302 (1 September 2024): 109240
Subjects: Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF); Software Engineering (cs.SE)
[39]  arXiv:2405.17263 (cross-list from cs.ET) [pdf, other]
Title: ReStorEdge: An edge computing system with reuse semantics
Authors: Adrian-Cristian Nicolaescu (1), Spyridon Mastorakis (2), Md Washik Al Azad (2), David Griffin (1), Miguel Rio (1) ((1) University College London, (2) University of Notre Dame)
Comments: 12 pages, submitted for publication in IEEE Transactions on Emerging Topics in Computing
Subjects: Emerging Technologies (cs.ET); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC); Networking and Internet Architecture (cs.NI)
[40]  arXiv:2405.16953 (cross-list from cs.CV) [pdf, other]
Title: Evaluation of Resource-Efficient Crater Detectors on Embedded Systems
Authors: Simon Vellas, Bill Psomas, Kalliopi Karadima, Dimitrios Danopoulos, Alexandros Paterakis, George Lentaris, Dimitrios Soudris, Konstantinos Karantzalos
Comments: Accepted at 2024 IEEE International Geoscience and Remote Sensing Symposium
Subjects: Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF)
[41]  arXiv:2405.16378 (cross-list from cs.NI) [pdf, other]
Title: FPsPIN: An FPGA-based Open-Hardware Research Platform for Processing in the Network
Authors: Timo Schneider, Pengcheng Xu, Torsten Hoefler
Comments: 11 pages
Subjects: Networking and Internet Architecture (cs.NI); Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF)
[42]  arXiv:2405.16318 (cross-list from cs.CR) [pdf, other]
Title: Analyzing the Attack Surface and Threats of Industrial Internet of Things Devices
Authors: Simon Liebl, Leah Lathrop, Ulrich Raithel, Andreas Aßmuth, Ian Ferguson, Matthias Söllner
Comments: 12 pages
Journal-ref: International Journal On Advances in Security, vol. 14, no. 1 and 2, pp. 59-70, 2021
Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)
[43]  arXiv:2405.16103 (cross-list from cs.DS) [pdf, ps, other]
Title: Boolean Matrix Multiplication for Highly Clustered Data on the Congested Clique
Authors: Andrzej Lingas
Comments: To appear in Euro-Par 2024 proceedings, 14 pages
Subjects: Data Structures and Algorithms (cs.DS); Distributed, Parallel, and Cluster Computing (cs.DC)
[44]  arXiv:2405.15986 (cross-list from cs.LG) [pdf, ps, other]
Title: Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity
Authors: Haoxuan Chen, Yinuo Ren, Lexing Ying, Grant M. Rotskoff
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Numerical Analysis (math.NA); Machine Learning (stat.ML)
[45]  arXiv:2405.15861 (cross-list from cs.LG) [pdf, other]
Title: Achieving Dimension-Free Communication in Federated Learning via Zeroth-Order Optimization
Authors: Zhe Li, Bicheng Ying, Zidong Liu, Haibo Yang
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[46]  arXiv:2405.15795 (cross-list from cs.NE) [pdf, ps, other]
Title: D-CODE: Data Colony Optimization for Dynamic Network Efficiency
Authors: Tannu Pandey, Ayush Thakur
Subjects: Neural and Evolutionary Computing (cs.NE); Distributed, Parallel, and Cluster Computing (cs.DC)

Mon, 27 May 2024

[47]  arXiv:2405.15749 [pdf, other]
Title: Collaborative Access Control for IoT -- A Blockchain Approach
Authors: Yongtao Huang, I-Ling Yen, Farokh Bastani
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Cryptography and Security (cs.CR)
[48]  arXiv:2405.15628 [pdf, other]
Title: A Comparative Analysis of Distributed Training Strategies for GPT-2
Authors: Ishan Patwardhan, Shubham Gandhi, Om Khare, Amit Joshi, Suraj Sawant
Comments: Submitted to the International Journal of Parallel Programming and is currently under review
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[49]  arXiv:2405.15610 [pdf, other]
Title: Increasing Efficiency and Result Reliability of Continuous Benchmarking for FaaS Applications
Authors: Tim C. Rese, Nils Japke, Sebastian Koch, Tobias Pfandzelter, David Bermbach
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[50]  arXiv:2405.15392 [pdf, other]
Title: Decentralized Virtual Research Environment: Empowering Peer-to-Peer Trustworthy Data Sharing and Collaboration
Authors: Yuandou Wang, Siamak Farshidi, Sheejan Tripathi, Zhiming Zhao
Comments: This work has been submitted to the journal named Software: Practice and Experience
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[51]  arXiv:2405.15270 [pdf, ps, other]
Title: A Note on Solving Problems of Substantially Super-linear Complexity in $N^{o(1)}$ Rounds of the Congested Clique
Authors: Andrzej Lingas
Comments: 6 pages
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[52]  arXiv:2405.15015 [pdf, ps, other]
Title: Fast Transaction Scheduling in Blockchain Sharding
Authors: Ramesh Adhikari, Costas Busch, Miroslav Popovic
Comments: 12 pages
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[53]  arXiv:2405.14991 [pdf, other]
Title: Dynamically Sharded Ledgers on a Distributed Hash Table
Authors: Christoffer Fink, Olov Schelén, Ulf Bodin
Comments: 19 pages, 6 figures, submitted to ACM DLT
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[54]  arXiv:2405.14892 [pdf, other]
Title: Parallel Approximations for High-Dimensional Multivariate Normal Probability Computation in Confidence Region Detection Applications
Authors: Xiran Zhang, Sameh Abdulah, Jian Cao, Hatem Ltaief, Ying Sun, Marc G. Genton, David E. Keyes
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Computation (stat.CO)
[55]  arXiv:2405.15744 (cross-list from cs.LG) [pdf, other]
Title: CAFe: Cost and Age aware Federated Learning
Authors: Sahan Liyanaarachchi, Kanchana Thilakarathna, Sennur Ulukus
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Information Theory (cs.IT)
[56]  arXiv:2405.15645 (cross-list from cs.PF) [pdf, other]
Title: An Online Probabilistic Distributed Tracing System
Authors: M. Toslali, S. Qasim, S. Parthasarathy, F. A. Oliveira, H. Huang, G. Stringhini, Z. Liu, A. K. Coskun
Subjects: Performance (cs.PF); Distributed, Parallel, and Cluster Computing (cs.DC)
[57]  arXiv:2405.15644 (cross-list from cs.LG) [pdf, other]
Title: Harnessing Increased Client Participation with Cohort-Parallel Federated Learning
Authors: Akash Dhasade, Anne-Marie Kermarrec, Tuan-Anh Nguyen, Rafael Pires, Martijn de Vos
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[58]  arXiv:2405.15632 (cross-list from cs.LG) [pdf, other]
Title: Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
Authors: Dario Fenoglio, Gabriele Dominici, Pietro Barbiero, Alberto Tonda, Martin Gjoreski, Marc Langheinrich
Comments: [v1] Preprint (24 pages)
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[59]  arXiv:2405.15586 (cross-list from cs.LG) [pdf, other]
Title: DAGER: Exact Gradient Inversion for Large Language Models
Authors: Ivo Petrov, Dimitar I. Dimitrov, Maximilian Baader, Mark Niklas Müller, Martin Vechev
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[60]  arXiv:2405.15578 (cross-list from cs.PL) [pdf, other]
Title: Distributed Locking as a Data Type
Authors: Julian Haas (1), Ragnar Mogk (1), Annette Bieniusa (2), Mira Mezini (1) ((1) Technische Universität Darmstadt, (2) University of Kaiserslautern-Landau)
Subjects: Programming Languages (cs.PL); Distributed, Parallel, and Cluster Computing (cs.DC)
[61]  arXiv:2405.15542 (cross-list from cs.NI) [pdf, other]
Title: SATSense: Multi-Satellite Collaborative Framework for Spectrum Sensing
Authors: Haoxuan Yuan, Zhe Chen, Zheng Lin, Jinbo Peng, Zihan Fang, Yuhang Zhong, Zihang Song, Yue Gao
Comments: 13 pages, 16 figures
Subjects: Networking and Internet Architecture (cs.NI); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Signal Processing (eess.SP)
[62]  arXiv:2405.15474 (cross-list from cs.LG) [pdf, other]
Title: Unlearning during Learning: An Efficient Federated Machine Unlearning Method
Authors: Hanlin Gu, Gongxi Zhu, Jie Zhang, Xinyuan Zhao, Yuxing Han, Lixin Fan, Qiang Yang
Comments: Accepted by IJCAI 2024
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[63]  arXiv:2405.15458 (cross-list from cs.LG) [pdf, other]
Title: FedCal: Achieving Local and Global Calibration in Federated Learning via Aggregated Parameterized Scaler
Authors: Hongyi Peng, Han Yu, Xiaoli Tang, Xiaoxiao Li
Comments: This paper has been accepted by ICML'24
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[64]  arXiv:2405.15407 (cross-list from cs.LG) [pdf, other]
Title: Towards Client Driven Federated Learning
Authors: Songze Li, Chenqing Zhu
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[65]  arXiv:2405.15398 (cross-list from cs.CE) [pdf, other]
Title: PriCE: Privacy-Preserving and Cost-Effective Scheduling for Parallelizing the Large Medical Image Processing Workflow over Hybrid Clouds
Authors: Yuandou Wang, Neel Kanwal, Kjersti Engan, Chunming Rong, Paola Grosso, Zhiming Zhao
Comments: Acccepted at Europar 2024
Subjects: Computational Engineering, Finance, and Science (cs.CE); Artificial Intelligence (cs.AI); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[66]  arXiv:2405.15375 (cross-list from cs.AI) [pdf, other]
Title: A Planet Scale Spatial-Temporal Knowledge Graph Based On OpenStreetMap And H3 Grid
Authors: Martin Böckling, Heiko Paulheim, Sarah Detzler
Comments: 12 pages, 2 figures, GeoLD2024: 6th Geospatial Linked Data Workshop, May 26, 2024, Hersonissos, Greece
Subjects: Artificial Intelligence (cs.AI); Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)
[67]  arXiv:2405.15362 (cross-list from cs.LG) [pdf, other]
Title: Pipeline Parallelism with Controllable Memory
Authors: Penghui Qi, Xinyi Wan, Nyamdavaa Amar, Min Lin
Subjects: Machine Learning (cs.LG); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[68]  arXiv:2405.15342 (cross-list from cs.CR) [pdf, other]
Title: Implementation of New Security Features in CMSWEB Kubernetes Cluster at CERN
Authors: Aamir Ali, Muhammad Imran, Valentin Kuznetsov, Spyridon Trigazis, Aroosha Pervaiz, Andreas Pfeiffer, Marco Mascheroni
Comments: 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY & NUCLEAR PHYSICS - 2023
Subjects: Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)

Fri, 24 May 2024

[69]  arXiv:2405.14647 [pdf, other]
Title: The integration of heterogeneous resources in the CMS Submission Infrastructure for the LHC Run 3 and beyond
Authors: Antonio Perez-Calero Yzquierdo, Marco Mascheroni, Edita Kizinevic, Farrukh Aftab Khan, Hyunwoo Kim, Maria Acosta Flechas, Nikos Tsipinakis, Saqib Haleem
Comments: 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY & NUCLEAR PHYSICS - 2023
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[70]  arXiv:2405.14644 [pdf, other]
Title: Adoption of a token-based authentication model for the CMS Submission Infrastructure
Authors: Antonio Perez-Calero Yzquierdo, Marco Mascheroni, Edita Kizinevic, Farrukh Aftab Khan, Hyunwoo Kim, Maria Acosta Flechas, Nikos Tsipinakis, Saqib Haleem, Frank Wurthwein
Comments: 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY & NUCLEAR PHYSICS - 2023
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[71]  arXiv:2405.14642 [pdf, other]
Title: GPU Implementations for Midsize Integer Addition and Multiplication
Authors: Cosmin E. Oancea, Stephen M. Watt
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Mathematical Software (cs.MS); Programming Languages (cs.PL)
[72]  arXiv:2405.14639 [pdf, other]
Title: Repurposing of the Run 2 CMS High Level Trigger Infrastructure as a Cloud Resource for Offline Computing
Authors: Marco Mascheroni, Antonio Perez-Calero Yzquierdo, Edita Kizinevic, Farrukh Aftab Khan, Hyunwoo Kim, Maria Acosta Flechas, Nikos Tsipinakis, Saqib Haleem, Damiele Spiga, Christoph Wissing, Frank Wurthwein
Comments: 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY & NUCLEAR PHYSICS - 2023
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[73]  arXiv:2405.14636 [pdf, other]
Title: PerLLM: Personalized Inference Scheduling with Edge-Cloud Collaboration for Diverse LLM Services
Authors: Zheming Yang, Yuanhao Yang, Chang Zhao, Qi Guo, Wenkai He, Wen Ji
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Networking and Internet Architecture (cs.NI)
[74]  arXiv:2405.14631 [pdf, other]
Title: HPC resources for CMS offline computing: An integration and scalability challenge for the Submission Infrastructure
Authors: Antonio Perez-Calero Yzquierdo, Marco Mascheroni, Edita Kizinevic, Farrukh Aftab Khan, Hyunwoo Kim, Maria Acosta Flechas, Nikos Tsipinakis, Saqib Haleem
Comments: 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY & NUCLEAR PHYSICS - 2023
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[75]  arXiv:2405.14413 [pdf, other]
Title: GeoFaaS: An Edge-to-Cloud FaaS Platform
Authors: Mohammadreza Malekabbasi, Tobias Pfandzelter, Trever Schirmer, David Bermbach
Comments: 6 pages, 6 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[76]  arXiv:2405.14371 [pdf, other]
Title: EdgeShard: Efficient LLM Inference via Collaborative Edge Computing
Authors: Mingjin Zhang, Jiannong Cao, Xiaoming Shen, Zeyang Cui
Comments: Under review
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[77]  arXiv:2405.14105 [pdf, other]
Title: Distributed Speculative Inference of Large Language Models
Authors: Nadav Timor, Jonathan Mamou, Daniel Korat, Moshe Berchansky, Oren Pereg, Moshe Wasserblat, Tomer Galanti, Michal Gordon, David Harel
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[78]  arXiv:2405.14009 [pdf, other]
Title: SlipStream: Adapting Pipelines for Distributed Training of Large DNNs Amid Failures
Authors: Swapnil Gandhi, Mark Zhao, Athinagoras Skiadopoulos, Christos Kozyrakis
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[79]  arXiv:2405.13858 [pdf, other]
Title: Carbon Connect: An Ecosystem for Sustainable Computing
Authors: Benjamin C. Lee, David Brooks, Arthur van Benthem, Udit Gupta, Gage Hills, Vincent Liu, Benjamin Pierce, Christopher Stewart, Emma Strubell, Gu-Yeon Wei, Adam Wierman, Yuan Yao, Minlan Yu
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Hardware Architecture (cs.AR); Emerging Technologies (cs.ET); Machine Learning (cs.LG)
[80]  arXiv:2405.13807 [pdf, other]
Title: MPI Progress For All
Authors: Hui Zhou, Robert Latham, Ken Raffenetti, Yanfei Guo, Rajeev Thakur
Comments: Submitting to EuroMPI'24
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[81]  arXiv:2405.13695 [pdf, other]
Title: Total cost of ownership and evaluation of Google cloud resources for the ATLAS experiment at the LHC
Authors: The ATLAS Collaboration
Comments: 48 pages in total, author list starting page 31, 7 figures, 1 table, submitted to Computing and Software for Big Science. All figures including auxiliary figures are available at this https URL
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); High Energy Physics - Experiment (hep-ex)
[82]  arXiv:2405.13615 [pdf, other]
Title: An optimal algorithm for geodesic mutual visibility on hexagonal grids
Authors: Sahar Badri, Serafino Cicerone, Alessia Di Fonso, Gabriele Di Stefano
Comments: 24 pages, 13 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Combinatorics (math.CO)
[83]  arXiv:2405.13594 [pdf, other]
Title: GeoFF: Federated Serverless Workflows with Data Pre-Fetching
Authors: Valentin Carl, Trever Schirmer, Tobias Pfandzelter, David Bermbach
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[84]  arXiv:2405.13528 [pdf, other]
Title: ElastiBench: Scalable Continuous Benchmarking on Cloud FaaS Platforms
Authors: Trever Schirmer, Tobias Pfandzelter, David Bermbach
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[85]  arXiv:2405.13349 [pdf, other]
Title: Building a Verifiable Logical Clock for P2P Networks
Authors: Guangda Sun, Tianyang Tao, Yanpei Guo, Michael Yiqing Hu, Jialin Li
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[86]  arXiv:2405.14791 (cross-list from cs.LG) [pdf, other]
Title: Recurrent Early Exits for Federated Learning with Heterogeneous Clients
Authors: Royson Lee, Javier Fernandez-Marques, Shell Xu Hu, Da Li, Stefanos Laskaridis, Łukasz Dudziak, Timothy Hospedales, Ferenc Huszár, Nicholas D. Lane
Comments: Accepted at the 41st International Conference on Machine Learning (ICML 2024)
Subjects: Machine Learning (cs.LG); Computer Vision and Pattern Recognition (cs.CV); Distributed, Parallel, and Cluster Computing (cs.DC)
[87]  arXiv:2405.14502 (cross-list from cs.DB) [pdf, other]
Title: DEX: Scalable Range Indexing on Disaggregated Memory [Extended Version]
Authors: Baotong Lu, Kaisong Huang, Chieh-Jan Mike Liang, Tianzheng Wang, Eric Lo
Comments: 16 pages; To appear at VLDB 2024
Subjects: Databases (cs.DB); Distributed, Parallel, and Cluster Computing (cs.DC)
[88]  arXiv:2405.14446 (cross-list from cs.LG) [pdf, other]
Title: Worldwide Federated Training of Language Models
Authors: Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane
Comments: 19 pages, 8 figures, Under Review
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Distributed, Parallel, and Cluster Computing (cs.DC)
[89]  arXiv:2405.14291 (cross-list from cs.LG) [pdf, other]
Title: Variational Bayes for Federated Continual Learning
Authors: Dezhong Yao, Sanmu Li, Yutong Dai, Zhiqiang Xu, Shengshan Hu, Peilin Zhao, Lichao Sun
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[90]  arXiv:2405.13961 (cross-list from cs.LG) [pdf, other]
Title: SADDLe: Sharpness-Aware Decentralized Deep Learning with Heterogeneous Data
Authors: Sakshi Choudhary, Sai Aparna Aketi, Kaushik Roy
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Multiagent Systems (cs.MA)
[91]  arXiv:2405.13879 (cross-list from cs.GT) [pdf, other]
Title: FACT or Fiction: Can Truthful Mechanisms Eliminate Federated Free Riding?
Authors: Marco Bornstein, Amrit Singh Bedi, Abdirisak Mohamed, Furong Huang
Comments: 18 pages, 5 figures
Subjects: Computer Science and Game Theory (cs.GT); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Theoretical Economics (econ.TH)
[92]  arXiv:2405.13746 (cross-list from cs.LG) [pdf, other]
Title: CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models
Authors: Huiwen Wu, Xiaohan Li, Deyi Zhang, Xiaogang Xu, Jiafei Wu, Puning Zhao, Zhe Liu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[93]  arXiv:2405.13584 (cross-list from cs.LG) [pdf, other]
Title: Emulating Full Client Participation: A Long-Term Client Selection Strategy for Federated Learning
Authors: Qingming Li, Juzheng Miao, Puning Zhao, Li Zhou, Shouling Ji, Bowen Zhou, Furui Liu
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
[94]  arXiv:2405.13090 (cross-list from cs.LG) [pdf, other]
Title: FedASTA: Federated adaptive spatial-temporal attention for traffic flow prediction
Authors: Kaiyuan Li, Yihan Zhang, Xinlei Chen
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[95]  arXiv:2405.13043 (cross-list from physics.ao-ph) [pdf, ps, other]
Title: Towards Specialized Supercomputers for Climate Sciences: Computational Requirements of the Icosahedral Nonhydrostatic Weather and Climate Model
Authors: Torsten Hoefler, Alexandru Calotoiu, Anurag Dipankar, Thomas Schulthess, Xavier Lapillonne, Oliver Fuhrer
Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Hardware Architecture (cs.AR); Distributed, Parallel, and Cluster Computing (cs.DC); Computational Physics (physics.comp-ph)
[ total of 95 entries: 1-95 ]
[ showing up to 100 entries per page: fewer | more ]

Disable MathJax (What is MathJax?)

Links to: arXiv, form interface, find, cs, new, 2405, contact, help  (Access key information)