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Research Collaborator

Analyze resource utilization of all of the workloads running in the Facebook datacenter fleet to characterize them through applied machine learning and come up with various recommendations that will help improve resource utilization of Facebook’s server fleet. Build tools to aggregate and characterize resource performance data from numerous workloads by applying machine learning based algorithms. Create dashboards to visualize learning insights and performance bottlenecks across variety of hardware resources.

Computer and system architecture, performance analysis, Python, C++, PHP, Linux, Algorithms, Distributed Systems, Applied Machine Learning

PhD

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