Graduation Year


Document Type

Campus Only Senior Thesis

Degree Name

Bachelor of Arts


Computer Science

Reader 1

Winston Ou

Reader 2

Anie Chaderjian

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Terms of Use for work posted in Scholarship@Claremont.

Rights Information

@ 2020 Ali T Parker


We were tasked with developing an application that can appropriately allocate servers based on CrowdStrike's pattern of inbound security data in order to decrease server costs and delayed message processing. We conducted a development process and created an application that would predict the rate of inbound data, then use this prediction to appropriately allocate servers. We also developed this application to reactively allocate servers based on unexpected changes in data patterns. We then moved on to a rigorous local testing phase, then tested our application against live metrics at CrowdStrike.

This thesis is restricted to the Claremont Colleges current faculty, students, and staff.