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Network and Parallel Computing de Christophe Cérin

Network and Parallel Computing: Theoretical Computer Science and General Issues

Editat de Christophe Cérin, Depei Qian, Jean-Luc Gaudiot, Guangming Tan, Stéphane Zuckerman
en Limba Engleză Paperback – 14 ian 2022
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.
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Specificații

ISBN-13: 9783030935702
ISBN-10: 3030935701
Pagini: 284
Ilustrații: XIII, 270 p. 139 illus., 94 illus. in color.
Dimensiuni: 155 x 235 x 16 mm
Greutate: 0.44 kg
Ediția:1st edition 2022
Editura: Springer
Seria Theoretical Computer Science and General Issues

Locul publicării:Cham, Switzerland

Cuprins

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.