Parallel and Distributed Computing, Applications and Technologies

TRAMA

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.

SOMMARIO

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.                                   

ALTRE INFORMAZIONI

• Condizione: Nuovo
• ISBN: 9783031299261
• Collana: Lecture Notes in Computer Science
• Dimensioni: 235 x 155 mm
• Formato: Brossura
• Illustration Notes: XV, 537 p. 239 illus., 183 illus. in color.
• Pagine Arabe: 537
• Pagine Romane: xv