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Parallel and Distributed Computing, Applications and Technologies 23rd International Conference, PDCAT 2022, Sendai, Japan, December 7–9, 2022, Proceedings /

This book constitutes the proceedings of the 23rd International Conference on Parallel and Distributed Computing, Applications, and Technologies, PDCAT 2022, which took place in Sendai, Japan, during December 7-9, 2022. The 24 full papers and 16 short papers included in this volume were carefully re...

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Takizawa, Hiroyuki (Editor), Shen, Hong (Editor), Hanawa, Toshihiro (Editor), Hyuk Park, Jong (Editor), Tian, Hui (Editor), Egawa, Ryusuke (Editor)
Format: Electronic eBook
Language:English
Published: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Edition:1st ed. 2023.
Series:Lecture Notes in Computer Science, 13798
Subjects:
Computer science.
Computer networks .
Computers, Special purpose.
Computer systems.
Microprogramming .
Artificial intelligence.
Theory of Computation.
Computer Communication Networks.
Special Purpose and Application-Based Systems.
Computer System Implementation.
Control Structures and Microprogramming.
Artificial Intelligence.
Online Access:https://doi.org/10.1007/978-3-031-29927-8
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Table of Contents:
  • Heterogeneous System (1)
  • Towards Priority-Flexible Task Mapping for Heterogeneous Multi-Core NUMA systems
  • Multi-GPU Scaling of a Conservative Weakly Compressible Solver for Large-scale Two-phase Flow Simulation
  • Improving the Performance of Lattice Boltzmann Method with Pipelined Algorithm on A Heterogeneous Multi-zone Processor
  • FPGA
  • DEEPFAKE CLI: Accelerated Deepfake Detection using FPGAs
  • Memory access optimization for former process of pencil drawing style image conversion in High-level Synthesis
  • Word2Vec FPGA Accelerator Based on Spatial and Temporal Parallelism
  • HPC & AI
  • Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning
  • An Advantage Actor-Critic Deep Reinforcement Learning Method for Power Management in HPC Systems
  • An AutoML Based Algorithm for Performance Prediction in HPC Systems
  • Embedded systems & Communication
  • Edge-Gateway Intrusion Detection for Smart Home
  • Energy-Delay Tradeoff in Parallel Task Allocation and Execution for Autonomous Platooning Applications
  • A Reservation-based List Scheduling for Embedded Systems with Memory Constraints
  • Formalization and Verification of SIP Using CSP
  • Blockchain
  • Towards a Blockchain and Fog-Based Proactive Data Distribution Framework for ICN
  • Research on user influence weighted scoring algorithm incorporating incentive mechanism
  • BloodMan-Chain: A Management of Blood and Its Products Transportation based on Blockchain Approach
  • Deep Learning
  • A Systematic Comparison on Prevailing Intrusion Detection Models
  • Enhancing Resolution of Inferring Hi-C Data Integrating U-Net and ResNet Networks
  • Detecting Network Intrusions with Resilient Approaches Based on Convolutional Neural Networks
  • Quantum Computing & Programming Language
  • Analysis of Precision Vectors for Ising-based Linear Regression
  • Evaluating and Analyzing Irregular Tree Search in the Tascell and HOPE Parallel Programming Languages
  • Best Papers
  • Distributed Parallel Tall-Skinny QR factorization: Performance Evaluation of Various Algorithms on Various Systems
  • A Partitioned Memory Architecture with Prefetching for Efficient Video Encoders
  • A Hardware Trojan Exploiting Coherence Protocol on NoCs
  • A System-Wide Communication to Couple Multiple MPI Programs for Heterogeneous Computing
  • Heterogeneous System (2)
  • A task-parallel runtime for heterogeneous multi-node vector systems
  • Accelerating Radiative Transfer Simulation on NVIDIA GPUs with OpenACC
  • QR Factorization of Block Low-Rank Matrices on Multi-Instance GPU
  • Equivalence Checking & Model checking
  • Equivalence Checking of Code Transformation by Numerical and Symbolic Approaches
  • MEA: A Framework for Model Checking of Mutual Exclusion Algorithms Focusing on Atomicity
  • Interconnect
  • A High-Radix Non-Random Shortcut Network Topology for Efficient Collective Communication
  • Fault Tolerance and Packet Latency of Peer Fat-Trees
  • Accelerating Imbalanced Many-to-Many Communication with Systematic Delay Insertion
  • Optimization (1)
  • Optimizing Depthwise Convolutions on ARMv8 Architecture
  • A Profiling-based Approach to Cache Partitioning of Program Data
  • Optimization (2)
  • Memory Bandwidth Conservation for SpMV Kernels through Adaptive Lossy Data Compression
  • SimdFSM: An Adaptive Vectorization of Finite State Machines for Speculative Execution
  • Privacy
  • Broad Learning Inference Based on Fully Homomorphic Encryption
  • Application of probabilistic common set in the open world set for vertical federated learning
  • Workflow
  • Towards a Standard Process Management Infrastructure for Workflows. 　 .

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