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

<table class="table-group" id="tab2"><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">Error rate</td><td class="align_center"> The percentage of requests errors (like 404, 403,…)</td></tr><tr><td class="align_left">Throughput</td><td class="align_center"> The total amount of data the server transmits</td></tr><tr><td class="align_left">Request delay</td><td class="align_center"> The average delay in processing user requests</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 A.

Complexity

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Table 2

Table 2: Deep Recurrent Model for Server Load and Performance Prediction in Data Center 