HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation

doi:10.1109/TNSM.2024.3383239

	HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation
	Li, Jian 1,2; Zhao, Qinglin 1; Teng, Shaohua 3; Wu, Naiqi 4,5; Li, Guanghui 6; Sun, Yi 7
	2024-06-01
发表期刊	IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
ISSN	1932-4537
卷号	21 期号:3 页码:3358-3371
摘要	Mobile edge computing allows for high-performance and low-latency applications by delegating computation and data processing tasks to edge servers. However, ensuring the integrity of cached data on these servers can be challenging due to their limited resources. Current designs often use a per-edge multi-round approach, which necessitates multiple communication rounds between each edge server and the application vendor (AppVend). This approach results in high communication and computational costs, as well as the stragglers effect during batch verification. To address these inefficiencies, we propose a Hierarchical Signature Aggregation for Edge Data Integrity (HSA-EDI) verification design. Our design adopts a novel per-edge one-round approach, which significantly reduce the number of communication rounds to one for each edge server, while mitigating the impact of stragglers. Furthermore, it remarkably reduces computational costs through a hierarchical aggregation mechanism. This mechanism supports intra-edge signature aggregation at the edge server level, followed by inter-edge aggregation at the AppVend, which enhances overall efficiency. We then conduct a theoretical analysis of HSA-EDI's correctness, security, and communication, computation, and storage efficiency. Experimental results validate its superior performance over state-of-the-art designs.
关键词	Servers Data integrity Image edge detection Computational efficiency Heuristic algorithms Maintenance engineering Quality of service Edge data integrity mobile edge computing peredge one-round signature aggregation
DOI	10.1109/TNSM.2024.3383239
收录类别	SCI
语种	英语
资助项目	Science and Technology Development Fund, Macau SAR[0093/2022/A2] ; Science and Technology Development Fund, Macau SAR[0076/2022/A2] ; Science and Technology Development Fund, Macau SAR[0008/2022/AGJ] ; National Natural Science Foundation of China[U22B2032] ; National Natural Science Foundation of China[62372214]
WOS研究方向	Computer Science
WOS类目	Computer Science, Information Systems
WOS记录号	WOS:001273293700002
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/39694
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Zhao, Qinglin
作者单位	1.Macau Univ Sci & Technol, Sch Comp Sci & Engn, Macau, Peoples R China 2.Guangdong Univ Technol, Sch Adv Mfg, Guangzhou 510006, Peoples R China 3.Guangdong Univ Technol, Sch Adv Mfg, Guangzhou 510006, Peoples R China 4.Macau Univ Sci & Technol, Macao Inst Syst Engn, Macau, Peoples R China 5.Macau Univ Sci & Technol, Collaborat Lab Intelligent Sci & Syst, Macau, Peoples R China 6.Jiangnan Univ, Sch Artificial Intelligence & Comp Sci, Wuxi 214122, Peoples R China 7.Chinese Acad Sci, Inst Comp Technol, Beijing 100045, Peoples R China
推荐引用方式 GB/T 7714	Li, Jian,Zhao, Qinglin,Teng, Shaohua,et al. HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation[J]. IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT,2024,21(3):3358-3371.
APA	Li, Jian,Zhao, Qinglin,Teng, Shaohua,Wu, Naiqi,Li, Guanghui,&Sun, Yi.(2024).HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation.IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT,21(3),3358-3371.
MLA	Li, Jian,et al."HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation".IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT 21.3(2024):3358-3371.