Comparative Study and Performance Enhancement of Scaled Out Cloud Architecture of Amazon Web Services

Provided by: International Journal of Emerging Trends & Technology in Computer Science (IJETTCS)
Topic: Cloud
Format: PDF
The introduction of affordable infrastructure on demand, specifically Amazon's Elastic Compute Cloud (EC2), has had a significant impact in the business IT community and provides reasonable and attractive alternatives to locally-owned infrastructure. For scientific computation however, the viability of EC2 has come into question due to its use of virtualization and network shaping and the performance impacts of both. Several works have shown that EC2 cannot compete with a dedicated HPC cluster utilizing high-performance interconnects, but how does EC2 compare with smaller departmental and lab-sized commodity clusters that are often the primary computational resource for scientists? Because of the increasing volume of information distribution and data accumulation by means of broadband networks, the amount of available information is increasing in recent years.

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