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.
Inhaltsverzeichnis
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.
