Algorithms and Architectures for Parallel Processing : 21st International Conference, ICA3PP 2021, Virtual Event, December 3-5, 2021, Proceedings, Part III / edited by Yongxuan Lai, Tian Wang, Min Jiang, Guangquan Xu, Wei Liang, Aniello Castiglione.

Format:

Book

Contributor:

Lai, Yongxuan, Editor.

Wang, Tian, Editor.

Jiang, Min, Editor.

Xu, Guangquan, Editor.

Liang, Wei, Editor.

Castiglione, Aniello, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 13157

Theoretical Computer Science and General Issues, 2512-2029 ; 13157

Language:

English

Subjects (All):

Algorithms.

Computer engineering.

Computer networks.

Coding theory.

Information theory.

Data protection.

Database management.

Data mining.

Design and Analysis of Algorithms.

Computer Engineering and Networks.

Coding and Information Theory.

Data and Information Security.

Database Management.

Data Mining and Knowledge Discovery.

Local Subjects:

Design and Analysis of Algorithms.

Computer Engineering and Networks.

Coding and Information Theory.

Data and Information Security.

Database Management.

Data Mining and Knowledge Discovery.

Physical Description:

1 online resource (XXIII, 799 pages) : 356 illustrations, 276 illustrations in color.

Edition:

1st ed. 2022.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2022.

System Details:

text file PDF

Summary:

The three volume set LNCS 13155, 13156, and 13157 constitutes the refereed proceedings of the 21st International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2021, which was held online during December 3-5, 2021. The total of 145 full papers included in these proceedings were carefully reviewed and selected from 403 submissions. They cover the many dimensions of parallel algorithms and architectures including fundamental theoretical approaches, practical experimental projects, and commercial components and systems. The papers were organized in topical sections as follows: Part I, LNCS 13155: Deep learning models and applications; software systems and efficient algorithms; edge computing and edge intelligence; service dependability and security algorithms; data science; Part II, LNCS 13156: Software systems and efficient algorithms; parallel and distributed algorithms and applications; data science; edge computing and edge intelligence; blockchain systems; deept learning models and applications; IoT; Part III, LNCS 13157: Blockchain systems; data science; distributed and network-based computing; edge computing and edge intelligence; service dependability and security algorithms; software systems and efficient algorithms.

Contents:

Blockchain Systems

StateSnap: A State-Memorized P2P Storage Network for Blockchain NFT Content Data

Towards Requester-Provider Bilateral Utility Maximization and Collision Resistance in Blockchain-based Microgrid Energy Trading

Evaluating the Parallel Execution Schemes of Smart Contract Transactions in Different Blockchains: An Empirical Study

Misbehavior Detection in VANET Based on Federated Learning and Blockchain

Data Science

ABE-AC4DDS: An Access Control Scheme based on Attribute-Based Encryption for Data Distribution Service

An Interactive Visual System for Data Analytics of Social Media

Auto-Recon: an Automated Network Reconnaissance System Based on Knowledge Graph

INGCF: An Improved Recommendation Algorithm Based on NGCF

Distributed and Network-based Computing

AutoFlow: Hotspot-Aware, Dynamic Load Balancing for Distributed Stream Processing

BMTP: Combining Backward Matching with Tree-based Pruning for Large-scale Content-based Pub/Sub Systems

AF-TCP: Traffic Congestion Prediction at Arbitrary Road Segment and Flexible Future Time

Collaborative QoS Prediction via Context-Aware Factorization Machine

TDCT: Target-Driven Concolic Testing Using Extended Units by Calculating Function Relevance

Multi-Task Allocation Based on Edge Interaction Assistance in Mobile Crowdsensing

A Variable-way Address Translation Cache for the Exascale Supercomputer

PPCTS: Performance Prediction-based Co-located Task Scheduling in Clouds

Edge Computing and Edge Intelligence

Risk-Aware Optimization of Distribution-based Resilient Task Assignment in Edge Computing

Budget-aware Scheduling for Hyperparameter Optimization Process in Cloud Environment

Workload Prediction and VM Clustering Based Server Energy Optimization in Enterprise Cloud Data Center

Soft Actor-Critic-Based DAG Tasks Offloading in Multi-Access Edge Computing with Inter-User Cooperation

Service Dependability and Security Algorithms

Sensor Data Normalization among Heterogeneous Smartphones for Implicit Authentication

Privacy-Preserving and Reliable Federated Learning

Security Authentication of Smart Grid Based on RFF

SEPoW: Secure and Efficient Proof of Work Sidechains

A Spectral Clustering Algorithm Based on Differential Privacy Preservation

A Compact Secret Image Sharing Scheme Based on Flexible Secret Matrix Sharing Scheme

Robust Multi-Model Personalized Federated Learning via Model Distillation

V-EPTD: A Verifiable and Efficient Scheme for Privacy-preserving Truth Discovery

FedSP: Federated Speaker Verification with Personal Privacy Preservation

Security Performance Analysis for Cellular Mobile Communication System with Randomly-Located Eavesdroppers

Short and Distort: A New Manipulation as Opposed to Pump and Dump in the Cryptocurrency Market

Privacy-preserving Swarm learning Based on Homomorphic Encryption

Software Systems and Efficient Algorithms

A modeling and verification method of Modbus TCP / IP protocol

Completely Independent Spanning Trees in the Line Graphs of Torus Networks

Adjusting OBSS/PD based on fuzzy logic to improve throughput of IEEE 802.11ax network

Two-Stage Evolutionary Algorithm Using Clustering for Multimodal Multi-Objective Optimization with Imbalance Convergence and Diversity

SLA: A Cache Algorithm for SSD-SMR Storage System with Minimum RMWs

Trajectory Similarity Search with Multi-level Semantics

Nonnegative Matrix Factorization Framework For disease-related CircRNA prediction

A Fast Authentication and Key Agreement Protocol Based on Time-sensitive Token for Mobile Edge Computing

Ferproof: A Constant Cost Range Proof Suitable for Floating-Point Numbers

NEPG: Partitioning Large-Scale Power-Law Graphs

Accelerating DCNNs via Cooperative Weight/Activation Compression

PFA: performance and fairness-aware LLC partitioning method

SGP: A Parallel Computing Framework for Supporting Distributed Structural Graph Clustering

LIDUSA

A Learned Index Structure for Dynamical Uneven Spatial Data

Why is Your Trojan NOT Responding? A Quantitative Analysis of Failures in Backdoor Attacks of Neural Networks

OptCL: A Middleware to Optimise Performance for High Performance Domain-Specific Languages on Heterogeneous Platforms.

Other Format:

Printed edition:

ISBN:

978-3-030-95391-1

9783030953911

Access Restriction:

Restricted for use by site license.