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Network and parallel computing : 16th IFIP WG 10.3 International Conference, NPC 2019, Hohhot, China, August 23-24, 2019, Proceedings Preview this item
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Network and parallel computing : 16th IFIP WG 10.3 International Conference, NPC 2019, Hohhot, China, August 23-24, 2019, Proceedings

Author: Xiaoxin Tang; Quan Chen; Pradip Bose; Weiming Zheng; Jean-Luc Gaudiot
Publisher: Cham : Springer, 2019.
Series: Lecture notes in computer science, 11783.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This book constitutes the proceedings of the 16th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2019, held in Hohhot, China, in August 2019. The 22 full and 11 short papers presented in this volume were carefully reviewed and selected from 107 submissions. They were organized in topical sections named: graph computing; NOC and networks; neural networks; big data and cloud; HPC;  Read more...
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Details

Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Xiaoxin Tang; Quan Chen; Pradip Bose; Weiming Zheng; Jean-Luc Gaudiot
ISBN: 9783030307097 3030307093
OCLC Number: 1121265762
Notes: International conference proceedings.
Includes author index.
Description: 1 online resource (xiv, 385 pages) : illustrations (some color)
Contents: Graph Computing --
GraphScSh: Efficient I/O Scheduling and Graph Sharing for Concurrent Graph Processing --
NOC and Networks --
KLSAT: An Application Mapping Algorithm Based on Kernighan-Lin Partition and Simulated Annealing for a Specific WK-recursive NoC Architecture --
Modeling and Analysis of the Latency-based Congestion Control Algorithm DX --
Distributed Quality-aware Resource Allocation for Video Transmission in Wireless Networks --
Neural Networks --
PRTSM: hardware data arrangement mechanisms for convolutional layer computation on the systolic array --
PParabel: Parallel Partitioned Label Trees for Extreme Classification --
Parking Behavior Analysis and Prediction --
Big data+Cloud --
ASTracer: An Efficient Tracing Tool for HDFS with Adaptive Sampling --
BGElasor: Elastic-Scaling Framework for Distributed streaming Processing with Deep Neural Network --
High Performance Continuous Query System for Streaming Data --
DDP-B: A Distributed Dynamic Parallel Framework for Meta-genomics Binary Similarity --
Optimal Resource Allocation through Joint VM Selection and Placement in Private Clouds --
A Parallel Multi-Keyword Top-k Search Scheme over Encrypted Cloud Data --
N-Docker: a NVM-HDD Hybrid Docker Storage Framework to Improve Docker Performance --
HPC --
MMSR: A Multi-Model Super Resolution Framework --
HiPower: A High-performance RDMA Acceleration Solution for Distributed Transaction Processing --
Emerging topics --
LDAPRoam:A Generic Solution For Both Web-Based And Non-Web-Based Federate Access --
Characterizing Perception Module Performance and Robustness in Production-Scale Autonomous Driving System --
Memory and File System --
Spindle: A Write-Optimized NVM Cache for Journaling File System --
Two-Erasure Codes from 3-Plexes --
Deep Fusion: A Software Scheduling Method for Memory Access Optimization --
Optimizing Data Placement on Hierarchical Storage Architecture via Machine Learning --
Short Papers --
I/O Optimizations Based on Workload Characteristics for Parallel File System --
Energy Consumption of IT System in Cloud Data Center: Architecture, Factors and Prediction --
Efficient Processing of Convolutional Neural Networks on SW26010 --
ADMMLIB: A Scalable Distributed Machine Learning Library based on ADMM --
Energy-Aware Resource Scheduling with Fault-Tolerance in Edge Computing --
DIN: A Bio-Inspired Distributed Intelligence Networking --
A DAG Refactor Based Automatic Execution Optimization Mechanism For Spark --
BTS: Balanced Task Scheduling Strategy based on Multi-resource Prediction and Allocation in Cloud Environment --
DAFL: Deep Adaptive Feature Learning for Network Anomaly Detection --
SIRM: Shift Insensitive Racetrack Main Memory --
PDRM:A Probability Distribution Based Resource Management Scheme for Batch Workloads in Heterogeneous Cluster.
Series Title: Lecture notes in computer science, 11783.; LNCS sublibrary., SL 1,, Theoretical computer science and general issues.
Other Titles: NPC 2019
Responsibility: Xiaoxin Tang, Quan Chen, Pradip Bose, Weiming Zheng, Jean-Luc Gaudiot (eds.).

Abstract:

This book constitutes the proceedings of the 16th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2019, held in Hohhot, China, in August 2019. The 22 full and 11 short  Read more...

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