Distributed, Parallel, and Cluster Computing

Authors and titles for cs.DC in Feb 2024

[1]  arXiv:2402.00025 [pdf, other]

Title: Accelerating a Triton Fused Kernel for W4A16 Quantized Inference with SplitK work decomposition

Authors: Adnan Hoque, Less Wright, Chih-Chieh Yang, Mudhakar Srivatsa, Raghu Ganti

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

[2]  arXiv:2402.00034 [pdf, other]

Title: Why does Prediction Accuracy Decrease over Time? Uncertain Positive Learning for Cloud Failure Prediction

Authors: Haozhe Li, Minghua Ma, Yudong Liu, Pu Zhao, Lingling Zheng, Ze Li, Yingnong Dang, Murali Chintalapati, Saravan Rajmohan, Qingwei Lin, Dongmei Zhang

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

[3]  arXiv:2402.00219 [pdf, other]

Title: FedCore: Straggler-Free Federated Learning with Distributed Coresets

Authors: Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt

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

[4]  arXiv:2402.00398 [pdf, other]

Title: Reconfigurable Intelligent Computational Surfaces for MEC-Assisted Autonomous Driving Networks

Authors: Bo Yang, Xueyao Zhang, Zhiwen Yu, Xuelin Cao, Chongwen Huang, George C. Alexandropoulos, Yan Zhang, Merouane Debbah, Chau Yuen

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

[5]  arXiv:2402.00466 [pdf, other]

Title: Towards a GPU-Parallelization of the neXtSIM-DG Dynamical Core

Authors: Robert Jendersie, Christian Lessig, Thomas Richter

Comments: revision for PASC 2024

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

[6]  arXiv:2402.00691 [pdf, other]

Title: Comparative Study of Large Language Model Architectures on Frontier

Authors: Junqi Yin, Avishek Bose, Guojing Cong, Isaac Lyngaas, Quentin Anthony

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

[7]  arXiv:2402.00729 [pdf, other]

Title: Profiling and Modeling of Power Characteristics of Leadership-Scale HPC System Workloads

Authors: Ahmad Maroof Karimi, Naw Safrin Sattar, Woong Shin, Feiyi Wang

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

[8]  arXiv:2402.01001 [pdf, other]

Title: Ensuring Data Privacy in AC Optimal Power Flow with a Distributed Co-Simulation Framework

Authors: Xinliang Dai, Alexander Kocher, Jovana Kovačević, Burak Dindar, Yuning Jiang, Colin N. Jones, Hüseyin Çakmak, Veit Hagenmeyer

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

[9]  arXiv:2402.01326 [pdf, ps, other]

Title: Adaptive multi-criteria-based load balancing technique for resource allocation in fog-cloud environments

Authors: Ahmed A. A. Gad-Elrab, Almohammady S. Alsharkawy, Mahmoud E. Embabi, Ahmed Sobhi, Farouk A. Emara

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

[10]  arXiv:2402.01843 [pdf, other]

Title: Towards a Scalable In Situ Fast Fourier Transform

Authors: Sudhanshu Kulkarni, Burlen Loring, E. Wes Bethel

Comments: 5 pages, 2 figures. Submitted to ISAV workshop in SC23 conference

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

[11]  arXiv:2402.02506 [pdf, other]

Title: Device Scheduling and Assignment in Hierarchical Federated Learning for Internet of Things

Authors: Tinghao Zhang, Kwok-Yan Lam, Jun Zhao

Comments: Published in IEEE Internet of Things Journal (IoT-J)

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

[12]  arXiv:2402.02576 [pdf, other]

Title: Exploring the Design Space for Message-Driven Systems for Dynamic Graph Processing using CCA

Authors: Bibrak Qamar Chandio, Maciej Brodowicz, Thomas Sterling

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

[13]  arXiv:2402.02668 [pdf, other]

Title: Practical Rateless Set Reconciliation

Authors: Lei Yang, Yossi Gilad, Mohammad Alizadeh

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Networking and Internet Architecture (cs.NI)

[14]  arXiv:2402.02938 [pdf, ps, other]

Title: Design and Implementation of an Automated Disaster-recovery System for a Kubernetes Cluster Using LSTM

Authors: Ji-Beom Kim, Je-Bum Choi, Eun-Sung Jung

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

[15]  arXiv:2402.03239 [pdf, other]

Title: Bluesky and the AT Protocol: Usable Decentralized Social Media

Authors: Martin Kleppmann, Paul Frazee, Jake Gold, Jay Graber, Daniel Holmgren, Devin Ivy, Jeromy Johnson, Bryan Newbold, Jaz Volpert

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

[16]  arXiv:2402.03550 [pdf, other]

Title: The Green Mirage: Impact of Location- and Market-based Carbon Intensity Estimation on Carbon Optimization Efficacy

Authors: Diptyaroop Maji, Noman Bashir, David Irwin, Prashant Shenoy, Ramesh K. Sitaraman

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

[17]  arXiv:2402.03653 [pdf, ps, other]

Title: Agent-Based Triangle Counting and its Applications in Anonymous Graphs

Authors: Prabhat Kumar Chand, Apurba Das, Anisur Rahaman Molla

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

[18]  arXiv:2402.03671 [pdf, other]

Title: ARGO: An Auto-Tuning Runtime System for Scalable GNN Training on Multi-Core Processor

Authors: Yi-Chien Lin, Yuyang Chen, Sameh Gobriel, Nilesh Jain, Gopi Krishna Jha, Viktor Prasanna

Comments: To appear in IEEE International Parallel and Distributed Processing Symposium (IPDPS) 2024

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

[19]  arXiv:2402.03791 [pdf, other]

Title: ZeroPP: Unleashing Exceptional Parallelism Efficiency through Tensor-Parallelism-Free Methodology

Authors: Ding Tang, Lijuan Jiang, Jiecheng Zhou, Minxi Jin, Hengjie Li, Xingcheng Zhang, Zhilin Pei, Jidong Zhai

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

[20]  arXiv:2402.03812 [pdf, other]

Title: FDO Manager: Minimum Viable FAIR Digital Object Implementation

Authors: Oussama Zoubia, Zeyd Boukhers, Nagaraj Bahubali Asundi, Sezin Dogan, Adamantios Koumpis, Christoph Lange, Oya Beyan

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

[21]  arXiv:2402.03849 [pdf, ps, other]

Title: Global certification via perfect hashing

Authors: Nicolas Bousquet, Laurent Feuilloley, Sébastien Zeitoun

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)

[22]  arXiv:2402.04403 [pdf, other]

Title: Edge-Parallel Graph Encoder Embedding

Authors: Ariel Lubonja (1), Cencheng Shen (2), Carey Priebe (1), Randal Burns (1) ((1) Johns Hopkins University, (2) University of Delaware)

Comments: 4 pages, 4 figures

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

[23]  arXiv:2402.04491 [pdf, ps, other]

Title: Modeling and Characterizing Service Interference in Dynamic Infrastructures

Authors: VÍctor Medel, Unai Arronategui, Omer Rana, JosÉ Ángel BaÑares, Rafael Tolosana-Calasanz

Journal-ref: IEEE Access 11: 21387-21403 (2023)

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

[24]  arXiv:2402.04522 [pdf, other]

Title: H-EYE: Holistic Resource Modeling and Management for Diversely Scaled Edge-Cloud Systems

Authors: Ismet Dagli, Amid Morshedlou, Jamal Rostami, Mehmet E. Belviranli

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

[25]  arXiv:2402.04746 [pdf, other]

Title: Black Hole Search in Dynamic Tori

Authors: Adri Bhattacharya, Giuseppe F. Italiano, Partha Sarathi Mandal

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

[26]  arXiv:2402.04880 [pdf, other]

Title: Combining Cloud and Mobile Computing for Machine Learning

Authors: Ruiqi Xu, Tianchi Zhang

Comments: Ruiqi Xu and Tianchi Zhang contributed equally to this work

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

[27]  arXiv:2402.04891 [pdf, other]

Title: Leveraging knowledge-as-a-service (KaaS) for QoS-aware resource management in multi-user video transcoding

Authors: Luis Costero, Francisco D. Igual, Katzalin Olcoz, Francisco Tirado

Journal-ref: Journal of Supercomputing 76, pp. 9388 to 9403 (2020)

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

[28]  arXiv:2402.04925 [pdf, other]

Title: TP-Aware Dequantization

Authors: Adnan Hoque, Mudhakar Srivatsa, Chih-Chieh Yang, Raghu Ganti

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

[29]  arXiv:2402.05114 [pdf, ps, other]

Title: A Light-weight and Unsupervised Method for Near Real-time Behavioral Analysis using Operational Data Measurement

Authors: Tom Richard Vargis, Siavash Ghiasvand

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

[30]  arXiv:2402.05244 [pdf, ps, other]

Title: CRIU -- Checkpoint Restore in Userspace for computational simulations and scientific applications

Authors: Fabio Andrijauskas, Igor Sfiligoi, Diego Davila, Aashay Arora, Jonathan Guiang, Brian Bockelman, Greg Thain, Frank Wurthwein

Comments: 26TH INTERNATIONAL CONFERENCE ON COMPUTING IN HIGH ENERGY & NUCLEAR PHYSICS - 2023

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

[31]  arXiv:2402.05302 [pdf, other]

Title: Training DNN Models over Heterogeneous Clusters with Optimal Performance

Authors: Chengyi Nie, Jessica Maghakian, Zhenhua Liu

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

[32]  arXiv:2402.05535 [pdf, other]

Title: On Optimizing Deterministic Concurrent Scheduling for Smart Contracts and Blockchains

Authors: Yaron Hay, Roy Friedman

Comments: 68 pages, 31 figures, LaTeX with Auxiliary Files, short single line

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

[33]  arXiv:2402.06085 [pdf, other]

Title: Multi-Objective Optimization of Consumer Group Autoscaling in Message Broker Systems

Authors: Diogo Landau, Nishant Saurabh, Xavier Andrade, Jorge G Barbosa

Comments: 17 pages. arXiv admin note: substantial text overlap with arXiv:2206.11170

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

[34]  arXiv:2402.06086 [pdf, other]

Title: Rhizomes and Diffusions for Processing Highly Skewed Graphs on Fine-Grain Message-Driven Systems

Authors: Bibrak Qamar Chandio, Prateek Srivastava, Maciej Brodowicz, Martin Swany, Thomas Sterling

Comments: arXiv admin note: text overlap with arXiv:2402.02576

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Data Structures and Algorithms (cs.DS)

[35]  arXiv:2402.06123 [pdf, other]

Title: Decentralized Proactive Model Offloading and Resource Allocation for Split and Federated Learning

Authors: Binbin Huang, Hailiang Zhao, Lingbin Wang, Wenzhuo Qian, Yuyu Yin, Shuiguang Deng

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

[36]  arXiv:2402.06194 [pdf, other]

Title: Anubis: Towards Reliable Cloud AI Infrastructure via Proactive Validation

Authors: Yifan Xiong, Yuting Jiang, Ziyue Yang, Lei Qu, Guoshuai Zhao, Shuguang Liu, Dong Zhong, Boris Pinzur, Jie Zhang, Yang Wang, Jithin Jose, Hossein Pourreza, Jeff Baxter, Kushal Datta, Prabhat Ram, Luke Melton, Joe Chau, Peng Cheng, Yongqiang Xiong, Lidong Zhou

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

[37]  arXiv:2402.06319 [pdf, other]

Title: Energy efficiency optimization of task-parallel codes on asymmetric architectures

Authors: Luis Costero, Francisco D. Igual, Katzalin Olcoz, Francisco Tirado

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

[38]  arXiv:2402.06384 [pdf, other]

Title: pSTL-Bench: A Micro-Benchmark Suite for Assessing Scalability of C++ Parallel STL Implementations

Authors: Ruben Laso, Diego Krupitza, Sascha Hunold

Comments: 15 pages, 24 figures, 4 tables

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

[39]  arXiv:2402.06471 [pdf, ps, other]

Title: Population Protocols for Exact Plurality Consensus -- How a small chance of failure helps to eliminate insignificant opinions

Authors: Gregor Bankhamer, Petra Berenbrink, Felix Biermeier, Robert Elsässer, Hamed Hosseinpour, Dominik Kaaser, Peter Kling

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

[40]  arXiv:2402.06938 [pdf, other]

Title: Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities

Authors: Junjie Chu, Prashant Singh, Salman Toor

Comments: Accepted in IEEE CLOUD 2023. 13 pages, 5 figures

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

[41]  arXiv:2402.07303 [pdf, other]

Title: Analysing cycloids using linear algebra

Authors: Rüdiger Valk

Comments: 12 pages, 6 figures

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

[42]  arXiv:2402.07433 [pdf, other]

Title: Logical Synchrony Networks: A formal model for deterministic distribution

Authors: Logan Kenwright, Partha Roop, Nathan Allen, Sanjay Lall, Calin Cascaval, Tammo Spalink, Martin Izzard

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Formal Languages and Automata Theory (cs.FL)

[43]  arXiv:2402.07520 [pdf, ps, other]

Title: Fortran... ok, and what's next?

Authors: Vincent Magnin (OPTO - IEMN, IEMN), José Alves, Antoine Arnoud, Arjen Markus, Michele Esposito Marzino

Comments: This article is the official English translation of the French article published in Bulletin de la Soci{\'e}t{\'e} Informatique de France (November 2023)

Journal-ref: Bulletin de la Soci{\'e}t{\'e} Informatique de France, 2023, 22, pp.143-161

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Programming Languages (cs.PL)

[44]  arXiv:2402.07529 [pdf, other]

Title: Accelerating Distributed Deep Learning using Lossless Homomorphic Compression

Authors: Haoyu Li, Yuchen Xu, Jiayi Chen, Rohit Dwivedula, Wenfei Wu, Keqiang He, Aditya Akella, Daehyeok Kim

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI)

[45]  arXiv:2402.07578 [pdf, other]

Title: LFOC: A Lightweight Fairness-Oriented Cache Clustering Policy for Commodity Multicores

Authors: Adrián García-García, Juan Carlos Sáez, Fernando Castro, Manuel Prieto-Matías

Journal-ref: 48th International Conference on Parallel Processing (ICPP 2019), August 5--8, 2019, Kyoto, Japan

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

[46]  arXiv:2402.07664 [pdf, other]

Title: Enabling performance portability of data-parallel OpenMP applications on asymmetric multicore processors

Authors: Juan Carlos Saez, Fernando Castro, Manuel Prieto-Matias

Journal-ref: Proceedings of the 49th International Conference on Parallel Processing (ICPP 2020). ACM, Article 51, 1-11

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Operating Systems (cs.OS)

[47]  arXiv:2402.08068 [pdf, ps, other]

Title: The Blocklace: A Universal, Byzantine Fault-Tolerant, Conflict-free Replicated Data Type

Authors: Paulo Sérgio Almeida, Ehud Shapiro

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS)

[48]  arXiv:2402.08109 [pdf, ps, other]

Title: From Data to Decisions: The Transformational Power of Machine Learning in Business Recommendations

Authors: Kapilya Gangadharan, K. Malathi, Anoop Purandaran, Barathi Subramanian, Rathinaraja Jeyaraj

Comments: 55 pages, 14 figures

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

[49]  arXiv:2402.08524 [pdf, ps, other]

Title: A new framework for calibrating COVID-19 SEIR models with spatial-/time-varying coefficients using genetic and sliding window algorithms

Authors: Huan Zhou, Ralf Schneider, Sebastian Klüsener, Andreas Backhaus

Comments: 19 pages, 6 figures

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Software Engineering (cs.SE); Physics and Society (physics.soc-ph)

[50]  arXiv:2402.08809 [pdf, ps, other]

Title: Byzantine fault-tolerant distributed set intersection with redundancy

Authors: Shuo Liu, Nitin H. Vaidya

Comments: 26 pages

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