Distributed, Parallel, and Cluster Computing

Authors and titles for cs.DC in Mar 2024

[1]  arXiv:2403.00331 [pdf, other]

Title: WindGP: Efficient Graph Partitioning on Heterogenous Machines

Authors: Li Zeng, Haohan Huang, Binfan Zheng, Kang Yang, Shengcheng Shao, Jinhua Zhou, Jun Xie, Rongqian Zhao, Xin Chen

Comments: 19 pages, 15 figures, 18 tables

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[2]  arXiv:2403.00433 [pdf, other]

Title: Jiagu: Optimizing Serverless Computing Resource Utilization with Harmonized Efficiency and Practicability

Authors: Qingyuan Liu, Yanning Yang, Dong Du, Yubin Xia, Ping Zhang, Jia Feng, James Larus, Haibo Chen

Comments: 17 pages, 17 figures

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[3]  arXiv:2403.00515 [pdf, other]

Title: Are Unikernels Ready for Serverless on the Edge?

Authors: Felix Moebius, Tobias Pfandzelter, David Bermbach

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[4]  arXiv:2403.00743 [pdf, other]

Title: Neural Acceleration of Incomplete Cholesky Preconditioners

Authors: Joshua Dennis Booth, Hongyang Sun, Trevor Garnett

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Numerical Analysis (math.NA)

[5]  arXiv:2403.00995 [pdf, other]

Title: A Spark Optimizer for Adaptive, Fine-Grained Parameter Tuning

Authors: Chenghao Lyu, Qi Fan, Philippe Guyard, Yanlei Diao

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[6]  arXiv:2403.01025 [pdf, ps, other]

Title: A Sufficient Epistemic Condition for Solving Stabilizing Agreement

Authors: Giorgio Cignarale, Stephan Felber, Hugo Rincon Galeana

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Logic in Computer Science (cs.LO)

[7]  arXiv:2403.01261 [pdf, other]

Title: GSL-LPA: Fast Label Propagation Algorithm (LPA) for Community Detection with no Internally-Disconnected Communities

Authors: Subhajit Sahu

Comments: 12 pages, 7 figures, 1 table. arXiv admin note: text overlap with arXiv:2402.11454, arXiv:2312.08140

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Social and Information Networks (cs.SI)

[8]  arXiv:2403.01429 [pdf, other]

Title: Kubernetes in Action: Exploring the Performance of Kubernetes Distributions in the Cloud

Authors: Hossein Aqasizade, Ehsan Ataie, Mostafa Bastam

Comments: 18 pages, 14 figures

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF)

[9]  arXiv:2403.01596 [pdf, ps, other]

Title: Optimizing Near Field Computation in the MLFMA Algorithm with Data Redundancy and Performance Modeling on a Single GPU

Authors: Morteza Sadeghi, Abdolreza Torabi

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Performance (cs.PF); Computational Physics (physics.comp-ph)

[10]  arXiv:2403.01876 [pdf, other]

Title: DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving

Authors: Foteini Strati, Sara Mcallister, Amar Phanishayee, Jakub Tarnawski, Ana Klimovic

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[11]  arXiv:2403.01903 [pdf, other]

Title: Online Locality Meets Distributed Quantum Computing

Authors: Amirreza Akbari, Xavier Coiteux-Roy, Francesco d'Amore, François Le Gall, Henrik Lievonen, Darya Melnyk, Augusto Modanese, Shreyas Pai, Marc-Olivier Renou, Václav Rozhoň, Jukka Suomela

Comments: 60 pages, 10 figures. This version corrects a mistake in v1

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Computational Complexity (cs.CC); Probability (math.PR); Quantum Physics (quant-ph)

[12]  arXiv:2403.02093 [pdf, other]

Title: Daedalus: Self-Adaptive Horizontal Autoscaling for Resource Efficiency of Distributed Stream Processing Systems

Authors: Benjamin J. J. Pfister, Dominik Scheinert, Morgan K. Geldenhuys, Odej Kao

Comments: 12 pages, 11 figures, 1 table

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[13]  arXiv:2403.02129 [pdf, other]

Title: Demeter: Resource-Efficient Distributed Stream Processing under Dynamic Loads with Multi-Configuration Optimization

Authors: Morgan Geldenhuys, Dominik Scheinert, Odej Kao, Lauritz Thamsen

Comments: 12 pages, 14 figures, published at ICPE 2024

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[14]  arXiv:2403.02240 [pdf, other]

Title: Quantum Computing: Vision and Challenges

Authors: Sukhpal Singh Gill, Oktay Cetinkaya, Stefano Marrone, Daniel Claudino, David Haunschild, Leon Schlote, Huaming Wu, Carlo Ottaviani, Xiaoyuan Liu, Sree Pragna Machupalli, Kamalpreet Kaur, Priyansh Arora, Ji Liu, Salman Shamshad, Ahmed Farouk, Houbing Herbert Song, Steve Uhlig, Kotagiri Ramamohanarao

Comments: Preprint: 11 pages, 2 figures

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

[15]  arXiv:2403.02518 [pdf, other]

Title: MPI Errors Detection using GNN Embedding and Vector Embedding over LLVM IR

Authors: Jad El Karchi, Hanze Chen, Ali TehraniJamsaz, Ali Jannesari, Mihail Popov, Emmanuelle Saillard

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Software Engineering (cs.SE)

[16]  arXiv:2403.02735 [src]

Title: Distributed OpenMP Offloading of OpenMC on Intel GPU MAX Accelerators

Authors: Yehonatan Fridman, Guy Tamir, Uri Steinitz, Gal Oren

Comments: Further improvements are needed to gain a significant value for this paper. Unfortunately, we would not be able to submit a replacement in the following months

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[17]  arXiv:2403.02898 [pdf, other]

Title: Federated Learning Using Coupled Tensor Train Decomposition

Authors: Xiangtao Zhang, Eleftherios Kofidis, Ce Zhu, Le Zhang, Yipeng Liu

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[18]  arXiv:2403.03377 [pdf, other]

Title: Junctiond: Extending FaaS Runtimes with Kernel-Bypass

Authors: Enrique Saurez, Joshua Fried, Gohar Irfan Chaudhry, Esha Choukse, Íñigo Goiri, Sameh Elnikety, Adam Belay, Rodrigo Fonseca

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[19]  arXiv:2403.03494 [pdf, other]

Title: Scalable ATLAS pMSSM computational workflows using containerised REANA reusable analysis platform

Authors: Marco Donadoni, Matthew Feickert, Lukas Heinrich, Yang Liu, Audrius Mečionis, Vladyslav Moisieienkov, Tibor Šimko, Giordon Stark, Marco Vidal García

Comments: 8 pages, 9 figures. Contribution to the Proceedings of the 26th International Conference on Computing In High Energy and Nuclear Physics (CHEP 2023)

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

[20]  arXiv:2403.03699 [pdf, other]

Title: Model Parallelism on Distributed Infrastructure: A Literature Review from Theory to LLM Case-Studies

Authors: Felix Brakel, Uraz Odyurt, Ana-Lucia Varbanescu

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

[21]  arXiv:2403.03709 [pdf, other]

Title: Portable, heterogeneous ensemble workflows at scale using libEnsemble

Authors: Stephen Hudson, Jeffrey Larson, John-Luke Navarro, Stefan M. Wild

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[22]  arXiv:2403.03876 [pdf, other]

Title: A Survey on Adversarial Contention Resolution

Authors: Ioana Banicescu, Trisha Chakraborty, Seth Gilbert, Maxwell Young

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)

[23]  arXiv:2403.04144 [pdf, other]

Title: FedClust: Optimizing Federated Learning on Non-IID Data through Weight-Driven Client Clustering

Authors: Md Sirajul Islam, Simin Javaherian, Fei Xu, Xu Yuan, Li Chen, Nian-Feng Tzeng

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

[24]  arXiv:2403.04378 [pdf, other]

Title: CARISMA: CAR-Integrated Service Mesh Architecture

Authors: Kevin Klein, Pascal Hirmer, Steffen Becker

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Software Engineering (cs.SE)

[25]  arXiv:2403.04553 [pdf, other]

Title: Improvements & Evaluations on the MLCommons CloudMask Benchmark

Authors: Varshitha Chennamsetti, Laiba Mehnaz, Dan Zhao, Banani Ghosh, Sergey V. Samsonau

Comments: arXiv admin note: text overlap with arXiv:2401.08636

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