Title Network and parallel computing : 18th IFIP WG 10.3 International Conference, NPC 2021, Paris, France, November 3-5, 2021, Proceedings / Christophe Cérin, Depei Qian, Jean-Luc Gaudiot, Guangming Tan, Stéphane Zuckerman (eds.)

Published Cham, Switzerland : Springer, 2022

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Description 1 online resource (xiii, 270 pages) : illustrations (some color) Series Lecture notes in computer science ; 13152 LNCS sublibrary, SL 1, Theoretical computer science and general issues Lecture notes in computer science ; 13152. LNCS sublibrary. SL 1, Theoretical computer science and general issues. Contents Algorithms and Applications -- High Resolution of City-Level Climate Simulation by GPU with Multi-Physical Phenomena -- dgQuEST: Distributed-GPU Accelerated Large Scale Quantum Circuit Simulation -- vSketchDLC: A Sketch on Distributed Deep Learning Communication via Fine-grained Tracing Visualization -- Scalable Algorithms Using Sparse Storage for Parallel Spectral Clustering on GPU -- XSP: Fast SSSP Based on Communication-Computation Collaboration -- A Class Of Fast And Accurate Multi-layer Block Summation And Dot Product Algorithms -- A KNN Query Method for Autonomous Driving Sensor Data -- System Software and Resource Management -- A Novel Task-Allocation Framework based on Decision-Tree Classification Algorithm in MEC -- QoS-Aware Scheduling for Cellular Networks Using Deep Reinforcement Learning -- Adaptive Buffering Scheme for PCM/DRAM-Based Hybrid Memory Architecture -- Efficiency-First Fault-Tolerant Replica Scheduling Strategy for Reliability Constrained Cloud Application -- Towards an Optimized Containerization of HPC Job Schedulers based on Namespaces -- Architecture of an On-time Data Transfer Framework in Cooperation with Scheduler System -- Storage -- Data Delta Based Hybrid Writes for Erasure-Coded Storage Systems -- BDCuckoo: An Efficient Cuckoo Hash for BlockDevice -- A Two Tier Hybrid Metadata Management mechanism for NVM Storage System -- A Novel CFLRU-based Cache Management Approach for NAND-based SSDs -- Networks and Communications -- Taming Congestion and Latency in Low-Diameter High-Performance Datacenters -- Evaluation of Topology-Aware All-reduce Algorithm for Dragon y Networks -- MPICC: Multi-Path INT-based Congestion Control in Datacenter Networks. Summary This book constitutes the proceedings of the 18th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2021, which was held in Paris, France during November 3-5, 2021. The 20 papers presented in this volume were carefully reviewed and selected from 62 submissions. They were organized in topical sections as follows: algorithms and applications; system software and resource management; storage; and networks and communications Notes Includes author index Online resource; title from PDF title page (SpringerLink, viewed January 26, 2022) Subject Parallel processing (Electronic computers) -- Congresses Computer networks -- Congresses Parallel computers -- Congresses Computer networks Parallel computers Parallel processing (Electronic computers) Genre/Form Electronic books proceedings (reports) Conference papers and proceedings Conference papers and proceedings. Actes de congrès. Form Electronic book Author Cérin, Christophe, editor. Qian, Depei, editor Gaudiot, Jean-Luc, editor. Tan, Guangming, editor Zuckerman, Stéphane, editor ISBN 9783030935719 303093571X

Other Titles NPC 2021

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