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
| Type | Literature | Key research points |
| Resource allocation | 3 | (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 cache | 9 | (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 |
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