Algorithms and Architectures for Parallel Processing : 23rd International Conference, ICA3PP 2023, Tianjin, China, October 20–22, 2023, Proceedings, Part VI / edited by Zahir Tari, Keqiu Li, Hongyi Wu.

Format:

Book

Contributor:

Tari, Zahir, 1961- editor.

Li, Keqiu, editor.

Wu, Hongyi, editor.

Series:

Lecture Notes in Computer Science, 1611-3349 ; 14492

Language:

English

Subjects (All):

Algorithms.

Machine learning.

Computer engineering.

Computer networks.

Computer vision.

Design and Analysis of Algorithms.

Machine Learning.

Computer Engineering and Networks.

Computer Vision.

Local Subjects:

Design and Analysis of Algorithms.

Machine Learning.

Computer Engineering and Networks.

Computer Vision.

Physical Description:

1 online resource (512 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

The 7-volume set LNCS 14487-14493 constitutes the proceedings of the 23rd International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2023, which took place in Tianjin, China, during October, 2023. The 145 full papers included in this book were carefully reviewed and selected from 439 submissions. ICA3PP covers the many dimensions of parallel algorithms and architectures; encompassing fundamental theoretical approaches; practical experimental projects; and commercial components and systems.

Contents:

An Uncertainty-aware Auction Mechanism for Federated Learning

Persistent Sketch A Memory-efficient and Robust Algorithm for Finding Top-k Persistent Flows

FaCa Fast Aware and Competition-Avoided Balancing for Data Center Network

Optimizing GNN Inference Processing on Very Long Vector Processor

GDTM Gaussian Differential Trust Mechanism for Optimal Recommender System

Privacy-enhanced Dynamic Symmetric Searchable Encryption with Efficient Searches Under Sparse Keywords

CBA Sketch A Sketching Algorithm Mining Persistent Batches in Data Streams

Joint optimization of system bandwidth and transmitting power in space-air-ground integrated mobile edge computing

A Novel Sensor Method for Dietary Detection

Accelerated Optimization for Simulation of Brian Spiking Neural Network on GPGPUs

An improved GPU acceleration framework for smoothed particle hydrodynamics

MDCF Multiple Dynamic Cuckoo Filters for LSM-Tree

A game theory based task offloading scheme for maximizing social welfare in edge computing

DoS Attack Simulation and Detection in Low-Orbit Satellite Networks

Malware Detection Method Based On Visualization

TOC Joint Task Offloading and Computation

Distributed Task Offloading for IoAV Using DDP-DQN

A Task Offloading and Resource Allocation Optimization Method in End-Edge-Cloud Orchestrated Computing

Multi-agent Cooperative Intrusion Detection based on Generative Data Augmentation

Long Short-Term Deterministic Policy Gradient for Joint Optimization of Computational Offloading and Resource Allocation in MEC

Query Optimization Mechanism for Blockchain-Based Efficient Data Traceability

Research on the Evolution Path of Network Hotspot Events Based on the Event Evolutionary Graph

Task Offloading in UAV-Assisted Vehicular Edge Computing Networks

Path Planning of Coastal Ships Based on Improved Hybrid A-star

Data Augmentation Method Based on Partial Noise Diffusion Strategy for One-Class Defect Detection Task

K Asynchronous Federated Learning with Cosine Similarity Based Aggregation on Non-IID Data

MPQUIC Transmission Control Strategy for SDN-based Satellite Network

An energy prediction method for energy harvesting wireless sensor with dynamically adjusting weight factor

Bayesian optimization for Auto-tuning Convolution Neural Network on GPU.

ISBN:

981-9708-11-7