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In-person + Virtual
October 11-15
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Wednesday, October 13 • 3:25pm - 4:00pm
Trimaran: Real Load Aware Scheduling in Kubernetes - Abdul Qadeer, PayPal & Chen Wang, IBM

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Kubernetes is a popular solution for container orchestration and cluster management. Cluster management creates opportunity to improve resource utilization which can provide an organization with cost savings. To achieve this, we can make the native Kubernetes scheduler aware of the gap between its declarative resource allocation model and actual node resource utilization. We can pack pods more efficiently in a lower number of nodes considering real load of nodes. Native scheduler on the other hand only considers pod requests and allocable resources on nodes with its default plugins. We introduced two plugins to the scheduler community - TargetLoadPacking and LoadVariationRiskBalancing under the Trimaran framework to address this problem with collaboration between PayPal and IBM. The plugins provide scheduling support for all pod QoS guarantees.

Speakers
avatar for Chen Wang

Chen Wang

IBM, Research Staff Member
Chen Wang is a Research Staff Member at the IBM T.J. Watson Research Center. Her interests lie in Kubernetes, Container Cloud Resource Management, Cloud Native AI systems, and applying AI in Cloud resource management. She obtained an MS and a Ph.D. in Electrical & Computer Engineering... Read More →
avatar for Abdul Qadeer

Abdul Qadeer

Senior Software Engineer, PayPal
Abdul Qadeer is a senior software engineer with focuses on distributed systems and security. He has 4+ years of experience working at PayPal and Cisco in greenfield projects with open source contributions in Apache Flink and Kubernetes communities. He has an MS in Computer Science... Read More →



Wednesday October 13, 2021 3:25pm - 4:00pm PDT
Room 408 AB + Online
  Performance