Packet Batching for Reducing System Resource Consumption for Botnet Detection using Network Traffic Analysis

The Computer architecture research extensively studies system resource consumption by algorithms and applications. On the other hand, Machine Learning (ML) research focuses on obtaining high levels of accuracy without any computational constraint. The typical approach for addressing the need for higher compute power and system resources for ML tasks is to add more hardware and employ lighter frame...