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Distributed, Parallel, and Cluster Computing

Authors and titles for recent submissions

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Total of 82 entries : 1-25 26-50 51-75 76-82
Showing up to 25 entries per page: fewer | more | all

Fri, 21 Jun 2024 (showing 18 of 18 entries )

[1] arXiv:2406.14424 [pdf, html, other]
Title: CascadeServe: Unlocking Model Cascades for Inference Serving
Ferdi Kossmann, Ziniu Wu, Alex Turk, Nesime Tatbul, Lei Cao, Samuel Madden
Comments: 17 pages, 13 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[2] arXiv:2406.14315 [pdf, html, other]
Title: AI-coupled HPC Workflow Applications, Middleware and Performance
Wes Brewer, Ana Gainaru, Frédéric Suter, Feiyi Wang, Murali Emani, Shantenu Jha
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[3] arXiv:2406.14185 [pdf, html, other]
Title: Failure-Resilient Distributed Inference with Model Compression over Heterogeneous Edge Devices
Li Wang, Liang Li, Lianming Xu, Xian Peng, Aiguo Fei
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI)
[4] arXiv:2406.14088 [pdf, html, other]
Title: ReaLHF: Optimized RLHF Training for Large Language Models through Parameter Reallocation
Zhiyu Mei, Wei Fu, Kaiwei Li, Guangju Wang, Huanchen Zhang, Yi Wu
Comments: 13 pages (15 pages with references), 13 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Computation and Language (cs.CL); Machine Learning (cs.LG)
[5] arXiv:2406.13984 [pdf, html, other]
Title: Reducing Memory Contention and I/O Congestion for Disk-based GNN Training
Qisheng Jiang, Lei Jia, Chundong Wang
Comments: This is a full version for the paper with almost the same title accepted by the 53rd International Conference on Parallel Processing (ICPP 2024)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG)
[6] arXiv:2406.13881 [pdf, html, other]
Title: Static Generation of Efficient OpenMP Offload Data Mappings
Luke Marzen, Akash Dutta, Ali Jannesari
Comments: Accepted to the 2024 International Conference for High Performance Computing, Networking, Storage, and Analysis (SC24)
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[7] arXiv:2406.13849 [pdf, html, other]
Title: Comparison of Nested Geometry Treatments within GPU-Based Monte Carlo Neutron Transport Simulations of Fission Reactors
Elliott Biondo, Thomas Evans, Seth Johnson, Steven Hamilton
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Computational Engineering, Finance, and Science (cs.CE); Computational Geometry (cs.CG)
[8] arXiv:2406.13768 [pdf, html, other]
Title: FastPersist: Accelerating Model Checkpointing in Deep Learning
Guanhua Wang, Olatunji Ruwase, Bing Xie, Yuxiong He
Comments: 11 pages
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Artificial Intelligence (cs.AI); Machine Learning (cs.LG); Performance (cs.PF)
[9] arXiv:2406.13511 [pdf, html, other]
Title: Slice-Level Scheduling for High Throughput and Load Balanced LLM Serving
Ke Cheng, Wen Hu, Zhi Wang, Hongen Peng, Jianguo Li, Sheng Zhang
Comments: 13 pages, 22 figures
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[10] arXiv:2406.13404 [pdf, html, other]
Title: Low-Latency Layer-Aware Proactive and Passive Container Migration in Meta Computing
Mengjie Liu, Yihua Li, Fangyi Mou, Zhiqing Tang, Jiong Lou, Jianxiong Guo, Weijia Jia
Comments: to be published in IEEE ICMC 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[11] arXiv:2406.13045 [pdf, html, other]
Title: Artifact Evaluation for Distributed Systems: Current Practices and Beyond
Mohammad Reza Saleh Sedghpour, Alessandro Vittorio Papadopoulos, Cristian Klein, Johan Tordsson
Comments: 13 pages, 2 figures, 3 tables
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[12] arXiv:2406.14441 (cross-list from cs.MA) [pdf, html, other]
Title: Vahana.jl -- A framework (not only) for large-scale agent-based models
Steffen Fürst, Tim Conrad, Carlo Jaeger, Sarah Wolf
Subjects: Multiagent Systems (cs.MA); Distributed, Parallel, and Cluster Computing (cs.DC)
[13] arXiv:2406.14420 (cross-list from cs.LG) [pdf, html, other]
Title: Communication-efficient Vertical Federated Learning via Compressed Error Feedback
Pedro Valdeira, João Xavier, Cláudia Soares, Yuejie Chi
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC); Data Structures and Algorithms (cs.DS); Optimization and Control (math.OC)
[14] arXiv:2406.14391 (cross-list from cs.RO) [pdf, html, other]
Title: Safety-Critical Edge Robotics Architecture with Bounded End-to-End Latency
Gautam Gala, Tilmann Unte, Luiz Maia, Johannes Kühbacher, Isser Kadusale, Mohammad Ibrahim Alkoudsi, Gerhard Fohler, Sebastian Altmeyer
Journal-ref: 3rd International Workshop on Real-Time Cloud systems (RT-Cloud), held in conjunction with the 36th Euromicro Conference on Real-time Systems (ECRTS) 2024
Subjects: Robotics (cs.RO); Distributed, Parallel, and Cluster Computing (cs.DC); Emerging Technologies (cs.ET)
[15] arXiv:2406.14236 (cross-list from quant-ph) [pdf, other]
Title: NAC-QFL: Noise Aware Clustered Quantum Federated Learning
Himanshu Sahu, Hari Prabhat Gupta
Subjects: Quantum Physics (quant-ph); Distributed, Parallel, and Cluster Computing (cs.DC)
[16] arXiv:2406.13716 (cross-list from cs.PL) [pdf, other]
Title: MultiChor: Census Polymorphic Choreographic Programming with Multiply Located Values
Mako Bates, Syed Jafri, Joseph P. Near
Subjects: Programming Languages (cs.PL); Distributed, Parallel, and Cluster Computing (cs.DC)
[17] arXiv:2406.13351 (cross-list from cs.LG) [pdf, html, other]
Title: A Resource-Adaptive Approach for Federated Learning under Resource-Constrained Environments
Ruirui Zhang, Xingze Wu, Yifei Zou, Zhenzhen Xie, Peng Li, Xiuzhen Cheng, Dongxiao Yu
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC)
[18] arXiv:2406.13183 (cross-list from cs.LG) [pdf, html, other]
Title: Communication-Efficient and Privacy-Preserving Decentralized Meta-Learning
Hansi Yang, James T. Kwok
Subjects: Machine Learning (cs.LG); Cryptography and Security (cs.CR); Distributed, Parallel, and Cluster Computing (cs.DC)

Wed, 19 Jun 2024 (showing first 7 of 12 entries )

[19] arXiv:2406.12398 [pdf, html, other]
Title: RISC-V for HPC: Where we are and where we need to go
Nick Brown
Comments: Extended abstract accepted to the RISC-V European Summit 2024
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[20] arXiv:2406.12394 [pdf, html, other]
Title: Performance characterisation of the 64-core SG2042 RISC-V CPU for HPC
Nick Brown, Maurice Jamieson
Comments: Preprint of paper submitted to RISC-V for HPC workshop at ISC
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[21] arXiv:2406.12189 [pdf, html, other]
Title: Energy-aware Incremental OTA Update for Flash-based Batteryless IoT Devices
Wei Wei, Jishnu Banerjee, Sahidul Islam, Chen Pan, Mimi Xie
Comments: 6 pages
Subjects: Distributed, Parallel, and Cluster Computing (cs.DC)
[22] arXiv:2406.12815 (cross-list from cs.LG) [pdf, html, other]
Title: Privacy Preserving Federated Learning in Medical Imaging with Uncertainty Estimation
Nikolas Koutsoubis, Yasin Yilmaz, Ravi P. Ramachandran, Matthew Schabath, Ghulam Rasool
Comments: 31 pages, 5 figures, 3 tables, Journal preprint
Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI); Distributed, Parallel, and Cluster Computing (cs.DC); Image and Video Processing (eess.IV); Machine Learning (stat.ML)
[23] arXiv:2406.12783 (cross-list from cs.NE) [pdf, html, other]
Title: Zeroing neural dynamics solving time-variant complex conjugate matrix equation
Jiakuang He, Dongqing Wu
Subjects: Neural and Evolutionary Computing (cs.NE); Distributed, Parallel, and Cluster Computing (cs.DC); Systems and Control (eess.SY); Numerical Analysis (math.NA)
[24] arXiv:2406.12727 (cross-list from cs.DS) [pdf, html, other]
Title: Massively Parallel Ruling Set Made Deterministic
Jeff Giliberti, Zahra Parsaeian
Comments: Full paper version (BA at PODC'24)
Subjects: Data Structures and Algorithms (cs.DS); Distributed, Parallel, and Cluster Computing (cs.DC)
[25] arXiv:2406.12575 (cross-list from cs.LG) [pdf, html, other]
Title: Training Diffusion Models with Federated Learning
Matthijs de Goede, Bart Cox, Jérémie Decouchant
Comments: Replacement of: this http URL. Name of the algorithm has been changed slightly due to a name collision with another paper
Subjects: Machine Learning (cs.LG); Distributed, Parallel, and Cluster Computing (cs.DC)
Total of 82 entries : 1-25 26-50 51-75 76-82
Showing up to 25 entries per page: fewer | more | all