Network and Parallel Computing
Springer International Publishing (Verlag)
978-3-030-93570-2 (ISBN)
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.
| Erscheinungsdatum | 18.01.2022 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XIII, 270 p. 139 illus., 94 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 438 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Mathematik / Informatik ► Informatik ► Software Entwicklung | |
| Informatik ► Weitere Themen ► Hardware | |
| Mathematik / Informatik ► Mathematik ► Analysis | |
| Schlagworte | algorithms • Applications • communications • Communication Systems • Computer Networks • Computer Science • conference proceedings • Data communication systems • distributed computer systems • High Performance Computing • Informatics • Network Protocols • Networks • Parallel Architectures • parallel processing systems • Research • Resource Management • Signal Processing • Storage • system software • Telecommunication networks • Telecommunication Systems |
| ISBN-10 | 3-030-93570-1 / 3030935701 |
| ISBN-13 | 978-3-030-93570-2 / 9783030935702 |
| Zustand | Neuware |
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