Transfer Time Optimization Between CPU and GPU for Virus Signature Scanning

Autor: Sandip M. Walunj, Apurva Anil Dhake
Rok vydání: 2019
Předmět:
Zdroj: Communications in Computer and Information Science ISBN: 9789811501104
DOI: 10.1007/978-981-15-0111-1_6
Popis: A rapid growth in technology had produced a massive amount of data generated from data mining, social networks, space searching, network analysis, and also scientific computing followed by the n number of a data sequence. To scan all these data packets is a major task for CPU. To process this large data and scan that data whether if it contain virus string. It is a big task for CPU as it has to scan all packets without missing any packets. CPU scan all these packets which is time consuming process and also suffer from load imbalance and irregular memory access. The computing power of GPUs is used for speed up large scale data for parallel computations.
Databáze: OpenAIRE