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Parallel and Distributed Computing, Applications and Technologies: 23rd International Conference, PDCAT 2022, Sendai, Japan, December 79, 2022, Proceedings 1st ed. 2023 [Pehme köide]

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  • Formaat: Paperback / softback, 537 pages, kõrgus x laius: 235x155 mm, kaal: 842 g, 183 Illustrations, color; 56 Illustrations, black and white; XV, 537 p. 239 illus., 183 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 13798
  • Ilmumisaeg: 08-Apr-2023
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3031299264
  • ISBN-13: 9783031299261
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Parallel and Distributed Computing, Applications and Technologies: 23rd International Conference, PDCAT 2022, Sendai, Japan, December 79, 2022, Proceedings 1st ed. 2023Suurem pilt
  • Formaat: Paperback / softback, 537 pages, kõrgus x laius: 235x155 mm, kaal: 842 g, 183 Illustrations, color; 56 Illustrations, black and white; XV, 537 p. 239 illus., 183 illus. in color., 1 Paperback / softback
  • Sari: Lecture Notes in Computer Science 13798
  • Ilmumisaeg: 08-Apr-2023
  • Kirjastus: Springer International Publishing AG
  • ISBN-10: 3031299264
  • ISBN-13: 9783031299261
Teised raamatud teemal:
Püsilink: https://www.kriso.ee/db/9783031299261.html
Märksõnad:
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 reviewed and selected from 95 submissions. The papers are categorized into the following topical sub-headings: Heterogeneous System (1; HPC & AI; Embedded systems & Communication; Blockchain; Deep Learning; Quantum Computing & Programming Language; Best Papers; Heterogeneous System (2); Equivalence Checking & Model checking; Interconnect; Optimization (1); Optimization (2); Privacy; and Workflow.

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.