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: AM-CCA: A Memory-Driven System for Fine-Grain and Dynamic Computations

Authors: Bibrak Qamar Chandio, Prateek Srivastava, 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: Adaptive Blockwise Task-interleaved Pipeline Parallelism

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

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)