Deep Recurrent Model for Server Load and Performance Prediction in Data Center

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Performance </td><td class="align_center"> Description</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">CPU rate</td><td class="align_center"> The occupancy rate of the server’s CPU</td></tr><tr><td class="align_left">Average delay</td><td class="align_center"> Average delay of the requests</td></tr><tr><td class="align_left">QPS</td><td class="align_center"> Query per second</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Performance and description on data set B.

Complexity

tab4

Table 4

Table 4: Deep Recurrent Model for Server Load and Performance Prediction in Data Center 