Parallel and Distributed Computing, Applications and Technologies: 23rd International Conference, Pdcat 2022, Sendai, Japan, December 7-9, 2022, Proce

ISBN-13: 9783031299261 / Angielski

Hiroyuki Takizawa; Hong Shen; Toshihiro Hanawa

Spis treści

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.