Machine Learning-Based Two-Stage Task Offloading Optimization for Power Distribution Internet of Things

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Algorithm</td><td class="align_center">Computation complexity</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Proposed</td><td class="align_center">1.541348 s</td></tr><tr><td class="align_left">MKM</td><td class="align_center">0.404835 s</td></tr><tr><td class="align_left">MBTO</td><td class="align_center">0.317423 s</td></tr><tr><td class="align_left">DRLTO</td><td class="align_center">1840.079283 s</td></tr><tr><td class="align_left">FLTO</td><td class="align_center">2057.109636 s</td></tr><tr><td class="align_left">MLTO</td><td class="align_center">1642.427586 s</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Comparison of the computation complexity.</div>

Wireless Communications and Mobile Computing

tab3

Table 3

Table 3: Machine Learning-Based Two-Stage Task Offloading Optimization for Power Distribution Internet of Things 