Ravi Soundararajan

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In this work we develop strategies for mining telemetry streams in virtualized clusters to automatically discover relationships between sets of virtual machines. Examples of relationships include correlations between virtual machines, similarities in resource consumption patterns or dominant resources, and similarities in metric variations. The main(More)
We present CCM (Cloud Capacity Manager) – a prototype system, and, methods for dynamically multiplex-ing the compute capacity of cloud datacenters at scales of thousands of machines, for diverse workloads with variable demands. This enables mitigation of resource consumption hotspots and handling unanticipated demand surges, leading to improved resource(More)
a dissertati o n submitted t o t he department o f c o m p u t e r s c i e n c e a n d t h e c o m m i t t e e o n g r a d u a t e s t u d i e s o f s t a n f o r d u n i v e r sity ii I certify that I have read this dissertation and that in my opinion it is fully adequate, in scope and in quality, as a dissertation for the degree of Doctor of Philosophy. I(More)
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