Saeed Sharifian

Tree-Based Optimization: A Meta-Algorithm for Metaheuristic Optimization

2018 · arXiv (Cornell University)

Designing search algorithms for finding global optima is one of the most active research fields, recently. These algorithms consist of two main categories, i.e., classic mathematical and metaheuristic algorithms. This article proposes a meta-algorithm, Tree-Based …

Cloud Workload Prediction Using ConvNet And Stacked LSTM

2018

Today, with massive growth of cloud computing in recent years, service level agreement (SLA) and dynamic resource scaling for better services is of great importance. Investigating the cloud trace in order to have a prediction …