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E-raamat: Network and Parallel Computing: 18th IFIP WG 10.3 International Conference, NPC 2021, Paris, France, November 3-5, 2021, Proceedings

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Network and Parallel Computing: 18th IFIP WG 10.3 International Conference, NPC 2021, Paris, France, November 3-5, 2021, ProceedingsSuurem pilt
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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.

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. 
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