Advances, Systems and Applications
Table 1 Summary of methods exploited
From: Task offloading exploiting grey wolf optimization in collaborative edge computing
State-of-the-art works | Applied technique | Cache | Multi-objective optimization | Edge collaboration | Objective function |
|---|---|---|---|---|---|
[17] | Monte Carlo Tree Search + Multi-Task Learning | ✗ | ✗ | ✓ | Traded-off latency & energy |
[4] | Modified branch and bound + Modified generalized benders decomposition method | ✗ | ✓ | ✗ | Minimized task execution latency |
[24] | Lagrange dual decomposition | ✓ | ✓ | ✗ | Minimized latency |
[19] | Multiobjective Evolutionary Algorithm based on Decomposition | ✗ | ✓ | ✗ | Minimized latency, energy & cost |
[38] | Collaborative Filtering + Cosine Similarity & Dynamic Time Wrapping | ✓ | ✓ | ✗ | Minimized latency & energy |
WOLVERINE | BMOGWO | ✓ | ✓ | ✓ | Minimized latency, energy & cost |