Review Article

Resource Caching and Task Migration Strategy of Small Cellular Networks under Mobile Edge Computing

Table 1

Summary of the above resource management literature

TypeLiteratureKey research points

Resource allocation3(i) Fast-convergent real-time repurchase scheme
4(ii) Simulated annealing algorithm
5(iii) Two-layer computing offloading framework for heterogeneous networks
6(iv) Heterogeneous network distributed joint computing offloading and resource allocation optimization (JCORAO) scheme
7(v) Distributed three-stage iterative method
8(vi) Comprehensive model of resource allocation, compression, and security

Resource cache9(i) Mixed-integer nonlinear programming
10(ii) Active caching algorithm, greedy strategy
11(iii) Long-short-term memory (LSTM) network
12(iv) Markov decision process
13(v) Lyapunov online algorithm
14(vi) Q-learning and deep-q–network algorithm
15(vii) Open Jackson queuing network and a cost adaptive algorithm