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IEEE Final Year Project Topic for CSE

Base Paper Title

Intelligent Resource Management in Blockchain-Based Cloud Datacenters

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IEEE Project Abstract

Nowadays, more and more companies migrate business from their own servers to the cloud. With the influx of computational requests, datacenters consume tremendous energy every day, attracting great attention in the energy efficiency dilemma. In this paper, we investigate the energy-aware resourcemanagement problem in cloud datacenters, where green energy with unpredictable capacity is considered. Via proposing a robust blockchain-based decentralized resource management framework, we save the energy consumed by the request scheduler. Moreover, we propose a reinforcement learning method embedded in a smart contract to further minimize the energy cost. Because the reinforcement learning method is informed from the historical knowledge, it relies on no request arrival and energy supply. Experimental results on Google cluster traces and real-world electricity price show that our approach is able to reduce the datacenters' cost significantly compared with other benchmark algorithms.

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