中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
HSA-EDI: An Efficient One-Round Integrity Verification for Mobile Edge Caching Using Hierarchical Signature Aggregation

文献类型:期刊论文

作者Li, Jian1,2; Zhao, Qinglin1; Teng, Shaohua3; Wu, Naiqi4,5; Li, Guanghui6; Sun, Yi7
刊名IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT
出版日期2024-06-01
卷号21期号:3页码:3358-3371
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
ISSN号1932-4537
DOI10.1109/TNSM.2024.3383239
英文摘要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.
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
语种英语
WOS记录号WOS:001273293700002
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
源URL[http://119.78.100.204/handle/2XEOYT63/39693]  
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
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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.

入库方式: OAI收割

来源:计算技术研究所

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