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.
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.
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