This thesis proposes a set of systematic solutions to address the edge data integrity (EDI) problem in the multi-access edge computing environment, with different real-world application scenarios. EDI-V is a lightweight probabilistic scheme verifying massive data replicas with higher efficiency and acceptable corruption detection ability. Second, EDI-s is a deterministic scheme providing a stronger data integrity guarantee. Third, EDI-D is a decentralized scheme solving the EDI problem at the edge server side to minimize the backhaul network traffic. Finally, EDI-H is a hybrid scheme making use of both centralized and decentralized schemes to further improve efficiency and reduce communication overheads.
History
Thesis type
Thesis (PhD)
Thesis note
Presented in fulfillment of the requirements of the degree of Doctor of Philosophy by Bo Li, Department of Computing Technologies, School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Melbourne, Australia, 2023.