Data Exchange Mechanism for Real-Time Object Detection in Cloud-Edge IoT System

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Deployment scheme</td><td class="align_center">Accuracy</td><td class="align_center">Average delay</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Thin system</td><td class="align_center">83.22%</td><td class="align_center">2.372 s</td></tr><tr><td class="align_left">Our system</td><td class="align_center">91.43%</td><td class="align_center">1.321 s</td></tr><tr><td class="align_left">Edge only</td><td class="align_center">32.40%</td><td class="align_center">1.83 s</td></tr><tr><td class="align_left">Cloud only</td><td class="align_center">99.6%</td><td class="align_center">15.232 s</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Results in the case of cloud-edge isomorphism.</div>

Wireless Communications and Mobile Computing

tab2

Table 2

Table 2: Data Exchange Mechanism for Real-Time Object Detection in Cloud-Edge IoT System 