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Parallel and Distributed Computing, Applications and Technologies

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Cover of 'Parallel and Distributed Computing, Applications and Technologies'

Table of Contents

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    Book Overview
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    Chapter 1 Towards Priority-Flexible Task Mapping for Heterogeneous Multi-core NUMA Systems
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    Chapter 2 Multi-GPU Scaling of a Conservative Weakly Compressible Solver for Large-Scale Two-Phase Flow Simulation
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    Chapter 3 Improving the Performance of Lattice Boltzmann Method with Pipelined Algorithm on A Heterogeneous Multi-zone Processor
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    Chapter 4 DEEPFAKE CLI: Accelerated Deepfake Detection Using FPGAs
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    Chapter 5 Memory Access Optimization for Former Process of Pencil Drawing Style Image Conversion in High-Level Synthesis
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    Chapter 6 Word2Vec FPGA Accelerator Based on Spatial and Temporal Parallelism
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    Chapter 7 Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning
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    Chapter 8 An Advantage Actor-Critic Deep Reinforcement Learning Method for Power Management in HPC Systems
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    Chapter 9 An AutoML Based Algorithm for Performance Prediction in HPC Systems
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    Chapter 10 Edge-Gateway Intrusion Detection for Smart Home
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    Chapter 11 Energy-Delay Tradeoff in Parallel Task Allocation and Execution for Autonomous Platooning Applications
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    Chapter 12 A Reservation-Based List Scheduling for Embedded Systems with Memory Constraints
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    Chapter 13 Formalization and Verification of SIP Using CSP
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    Chapter 14 Towards a Blockchain and Fog-Based Proactive Data Distribution Framework for ICN
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    Chapter 15 Research on User Influence Weighted Scoring Algorithm Incorporating Incentive Mechanism
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    Chapter 16 BloodMan-Chain: A Management of Blood and Its Products Transportation Based on Blockchain Approach
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    Chapter 17 A Systematic Comparison on Prevailing Intrusion Detection Models
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    Chapter 18 Enhancing Resolution of Inferring Hi-C Data Integrating U-Net and ResNet Networks
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    Chapter 19 Detecting Network Intrusions with Resilient Approaches Based on Convolutional Neural Networks
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    Chapter 20 Analysis of Precision Vectors for Ising-Based Linear Regression
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    Chapter 21 Evaluating and Analyzing Irregular Tree Search in the Tascell and HOPE Parallel Programming Languages
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    Chapter 22 Distributed Parallel Tall-Skinny QR Factorization: Performance Evaluation of Various Algorithms on Various Systems
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    Chapter 23 A Partitioned Memory Architecture with Prefetching for Efficient Video Encoders
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    Chapter 24 A Hardware Trojan Exploiting Coherence Protocol on NoCs
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    Chapter 25 A System-Wide Communication to Couple Multiple MPI Programs for Heterogeneous Computing
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    Chapter 26 A Task-Parallel Runtime for Heterogeneous Multi-node Vector Systems
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    Chapter 27 Accelerating Radiative Transfer Simulation on NVIDIA GPUs with OpenACC
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    Chapter 28 QR Factorization of Block Low-Rank Matrices on Multi-instance GPU
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    Chapter 29 Equivalence Checking of Code Transformation by Numerical and Symbolic Approaches
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    Chapter 30 MEA: A Framework for Model Checking of Mutual Exclusion Algorithms Focusing on Atomicity
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    Chapter 31 A High-Radix Circulant Network Topology for Efficient Collective Communication
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    Chapter 32 Fault Tolerance and Packet Latency of Peer Fat-Trees
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    Chapter 33 Accelerating Imbalanced Many-to-Many Communication with Systematic Delay Insertion
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    Chapter 34 Optimizing Depthwise Convolutions on ARMv8 Architecture
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    Chapter 35 A Profiling-Based Approach to Cache Partitioning of Program Data
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    Chapter 36 Memory Bandwidth Conservation for SpMV Kernels Through Adaptive Lossy Data Compression
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    Chapter 37 SimdFSM: An Adaptive Vectorization of Finite State Machines for Speculative Execution
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    Chapter 38 Broad Learning Inference Based on Fully Homomorphic Encryption
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    Chapter 39 Application of Probabilistic Common Set on an Open World Set for Vertical Federated Learning
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    Chapter 40 Towards a Standard Process Management Infrastructure for Workflows Using Python
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Title
Parallel and Distributed Computing, Applications and Technologies
Published by
Springer Nature Switzerland, May 2023
DOI 10.1007/978-3-031-29927-8
ISBNs
978-3-03-129926-1, 978-3-03-129927-8
Editors

Takizawa, Hiroyuki, Shen, Hong, Hanawa, Toshihiro, Hyuk Park, Jong, Tian, Hui, Egawa, Ryusuke

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