國立高雄大學圖資館 |

Network and parallel computing20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7-8, 2024 : proceedings.Part II /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Network and parallel computingedited by Xu Chen ... [et al.].
Reminder of title:	20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7-8, 2024 : proceedings.
remainder title:	NPC 2024
other author:	Chen, Xu.
corporate name:
Published:	Singapore :Springer Nature Singapore :2025.
Description:	xx, 509 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	Parallel processing (Electronic computers)
Online resource:	https://doi.org/10.1007/978-981-96-2864-3
ISBN:	9789819628643$q(electronic bk.)

Network and parallel computing20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7-8, 2024 : proceedings.Part II /
Network and parallel computing20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7-8, 2024 : proceedings.Part II /[electronic resource] :NPC 2024edited by Xu Chen ... [et al.]. - Singapore :Springer Nature Singapore :2025. - xx, 509 p. :ill. (chiefly color), digital ;24 cm. - Lecture notes in computer science,155281611-3349 ;. - Lecture notes in computer science ;4891..

Edge Computing and Intelligence. -- A Fair Cooperation Strategy in the Edge-Edge Collaboration Scenario. -- Joint Optimization of Transmission and Computation for Multi-Source MEC System Based on Deep Reinforcement Learning. -- MARL-Based Joint Optimization of Service Migration and Resource Allocation in MEC. -- NBS-Based Mobile Edge Computing: A Joint Optimization of QoS and Energy in Computation Offloading. -- Optimizing Resource Allocation in the Internet of Vehicles: An Intelligent Vehicle-Edge-Cloud Collaboration Approach. -- Proactive Intellectual Property Protection for Edge AI Models. -- SC-TSDRL: A Cloud-Edge Collaboration Framework for Diffusion Model Inference Acceleration. -- Vickrey Auction Offloading for Edge-Assisted Video Analytics with Dynamic Gain Prediction. -- Federated Learning Algorithms and Systems. -- An Efficient Federated Meta Unlearning Algorithm with Enhanced Privacy Protection. -- Balanced Federated Learning with Two-stage Client Selection for Internet of Vehicles. -- Efficient Federated Learning with Cost-Adjustable Generative AI over Heterogeneous Edge Devices. -- FedDeSnowNet: Federated De-snowing Network for LiDAR Point Clouds. -- Federal Knowledge Graph Embedding Based on Incentive Mechanism. -- FedZipper: A Layer-wise Quantization Compression Framework for Federated Learning with Statistical Heterogeneity. -- Heterogeneous Federated Learning with Controlled Gradient Variate of Client Momentum. -- No Fear of Domain Discrepancy: One-Shot Federated Learning via Class-Aware Distillation. -- Trustworthy and Incentivized Federated Learning Based on Blockchain. -- Emerging Networks. -- A Satellite-Ground Link Handover Strategy in LEO Networks using Advantage Actor-Critic Algorithm. -- A Utility-Adjustable Reverse Auction Mechanism for UAV Data Collection Task Allocation. -- Adaptive Switching of Lightweight and Complex DNNs for Air-Ground Collaborative Intelligence. -- ADMM for Energy-efficient Computation Offloading in Marine Mobile Edge Computing Networks. -- Analytical Route Discovery Time Estimation for UAV Networks. -- Cross-Layer Intrusion Detection in UWSNs Using an Optimized CNN-LSTM Model. -- Efficient Task Offloading in MEC via UAV-UGV Collaboration. -- SUCP Analysis for Region-Centric UAV-Assisted MEC Networks. -- Task Offloading Optimization in Multi-layer LEO Satellite-Terrestrial Integrated Networks with Hybrid Cloud and Edge Computing. -- In-network Computing and Processing. -- 2FA Sketch: Two-Factor Armor Sketch for Accurate and Efficient Heavy Hitter Detection in Data Streams. -- A Large-Scale Study of Abnormal Recursive DNS. -- Adaptive Gradient Data Partition and Route Selection for Distributed DNN Training. -- DeepSight: In-network packet loss management for TCP applications in datacenter networks. -- DTN Routing Algorithm Based on Social Center and Classifier. -- E2E-AutoPT: an end-to-end automated penetration testing with LSTM-PPO approach. -- EAMTI: A Novel Method Toward Early and Accurate Malicious Traffic Identification. -- Gradient-aware Incremental Network Quantization. -- Providing Fine-grained Latency Control for Time Sensitive Networking: A Reordering Method. -- rpkt: A Generic, Safe, and Efficient Userspace Packet Processing Library in Rust. -- RuleAlchemy: Bidirectional Conflict-Aware Rule Aggregation for Crossed Probing Paths in SDN. -- RVCC: Congestion Control to Reduce Victim Flows in Data Center Networks. -- TAB: Traffic-aware Buffer Management on Programmable Switches.

This two part LNCS 15227 and 15528 volumes constitutes the proceedings of the 20th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2024, which was held in Haikou, China, during December 7-8, 2024. The 76 full papers presented in this volume were carefully reviewed and selected from 200 submissions. They are organized according to the following topics: Part-I : High-performance and Parallel Computing; Novel Memory and Storage Systems; and Emerging Architectures and Systems. Part-II : Edge Computing and Intelligence; Federated Learning Algorithms and Systems; Emerging Networks; and In-network Computing and Processing.

ISBN: 9789819628643$q(electronic bk.)

Standard No.: 10.1007/978-981-96-2864-3doiSubjects--Topical Terms:

184697
Parallel processing (Electronic computers)

LC Class. No.: QA76.58

Dewey Class. No.: 004.6185

Network and parallel computing20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7-8, 2024 : proceedings.Part II /
LDR:05331nmm a2200349 a 4500 001 679788
003 DE-He213
005 20250328115245.0
006 m d
007 cr nn 008maaau
008 251110s2025 si s 0 eng d
020 $a 9789819628643$q(electronic bk.)
020 $a 9789819628636$q(paper)
024 7 $a 10.1007/978-981-96-2864-3 $2 doi
035 $a 978-981-96-2864-3
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.58
072 7 $a UK $2 bicssc
072 7 $a COM067000 $2 bisacsh
072 7 $a UK $2 thema
082 0 4 $a 004.6185 $2 23
090 $a QA76.58 $b .N961 2024
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a Network and parallel computing $h [electronic resource] : $b 20th IFIP WG 10.3 International Conference, NPC 2024, Haikou, China, December 7-8, 2024 : proceedings. $n Part II / $c edited by Xu Chen ... [et al.].
246 3 $a NPC 2024
260 $a Singapore : $b Springer Nature Singapore : $b Imprint: Springer, $c 2025.
300 $a xx, 509 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 1611-3349 ; $v 15528
505 0 $a Edge Computing and Intelligence. -- A Fair Cooperation Strategy in the Edge-Edge Collaboration Scenario. -- Joint Optimization of Transmission and Computation for Multi-Source MEC System Based on Deep Reinforcement Learning. -- MARL-Based Joint Optimization of Service Migration and Resource Allocation in MEC. -- NBS-Based Mobile Edge Computing: A Joint Optimization of QoS and Energy in Computation Offloading. -- Optimizing Resource Allocation in the Internet of Vehicles: An Intelligent Vehicle-Edge-Cloud Collaboration Approach. -- Proactive Intellectual Property Protection for Edge AI Models. -- SC-TSDRL: A Cloud-Edge Collaboration Framework for Diffusion Model Inference Acceleration. -- Vickrey Auction Offloading for Edge-Assisted Video Analytics with Dynamic Gain Prediction. -- Federated Learning Algorithms and Systems. -- An Efficient Federated Meta Unlearning Algorithm with Enhanced Privacy Protection. -- Balanced Federated Learning with Two-stage Client Selection for Internet of Vehicles. -- Efficient Federated Learning with Cost-Adjustable Generative AI over Heterogeneous Edge Devices. -- FedDeSnowNet: Federated De-snowing Network for LiDAR Point Clouds. -- Federal Knowledge Graph Embedding Based on Incentive Mechanism. -- FedZipper: A Layer-wise Quantization Compression Framework for Federated Learning with Statistical Heterogeneity. -- Heterogeneous Federated Learning with Controlled Gradient Variate of Client Momentum. -- No Fear of Domain Discrepancy: One-Shot Federated Learning via Class-Aware Distillation. -- Trustworthy and Incentivized Federated Learning Based on Blockchain. -- Emerging Networks. -- A Satellite-Ground Link Handover Strategy in LEO Networks using Advantage Actor-Critic Algorithm. -- A Utility-Adjustable Reverse Auction Mechanism for UAV Data Collection Task Allocation. -- Adaptive Switching of Lightweight and Complex DNNs for Air-Ground Collaborative Intelligence. -- ADMM for Energy-efficient Computation Offloading in Marine Mobile Edge Computing Networks. -- Analytical Route Discovery Time Estimation for UAV Networks. -- Cross-Layer Intrusion Detection in UWSNs Using an Optimized CNN-LSTM Model. -- Efficient Task Offloading in MEC via UAV-UGV Collaboration. -- SUCP Analysis for Region-Centric UAV-Assisted MEC Networks. -- Task Offloading Optimization in Multi-layer LEO Satellite-Terrestrial Integrated Networks with Hybrid Cloud and Edge Computing. -- In-network Computing and Processing. -- 2FA Sketch: Two-Factor Armor Sketch for Accurate and Efficient Heavy Hitter Detection in Data Streams. -- A Large-Scale Study of Abnormal Recursive DNS. -- Adaptive Gradient Data Partition and Route Selection for Distributed DNN Training. -- DeepSight: In-network packet loss management for TCP applications in datacenter networks. -- DTN Routing Algorithm Based on Social Center and Classifier. -- E2E-AutoPT: an end-to-end automated penetration testing with LSTM-PPO approach. -- EAMTI: A Novel Method Toward Early and Accurate Malicious Traffic Identification. -- Gradient-aware Incremental Network Quantization. -- Providing Fine-grained Latency Control for Time Sensitive Networking: A Reordering Method. -- rpkt: A Generic, Safe, and Efficient Userspace Packet Processing Library in Rust. -- RuleAlchemy: Bidirectional Conflict-Aware Rule Aggregation for Crossed Probing Paths in SDN. -- RVCC: Congestion Control to Reduce Victim Flows in Data Center Networks. -- TAB: Traffic-aware Buffer Management on Programmable Switches.
520 $a This two part LNCS 15227 and 15528 volumes constitutes the proceedings of the 20th IFIP WG 10.3 International Conference on Network and Parallel Computing, NPC 2024, which was held in Haikou, China, during December 7-8, 2024. The 76 full papers presented in this volume were carefully reviewed and selected from 200 submissions. They are organized according to the following topics: Part-I : High-performance and Parallel Computing; Novel Memory and Storage Systems; and Emerging Architectures and Systems. Part-II : Edge Computing and Intelligence; Federated Learning Algorithms and Systems; Emerging Networks; and In-network Computing and Processing.
650 0 $a Parallel processing (Electronic computers) $3 184697
650 0 $a Computer networks $v Congresses. $3 384494
650 0 $a Parallel computers $v Congresses. $3 454998
650 1 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Operating Systems. $3 274474
650 2 4 $a Control Structures and Microprogramming. $3 274663
650 2 4 $a Input/Output and Data Communications. $3 274473
650 2 4 $a Logic Design. $3 276275
700 1 $a Chen, Xu. $3 713626
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science ; $v 4891. $3 383229
856 4 0 $u https://doi.org/10.1007/978-981-96-2864-3
950 $a Computer Science (SpringerNature-11645)