Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Conference Papers Conference Paper Faculty Publications- Conference Papers Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Reinforcement Learning based Autoscaling for Kafka-centric Microservices in Kubernetes Subject The topic of the resource custom metrics; Horizontal Pod Autoscaling (HPA); Kubernetes Description An account of the resource Microservices and Kafka have become a perfect match for enabling the Event-driven Architecture and this encourages microservices integration with various opensource platforms in the world of Cloud Native applications. Kubernetes is an opensource container orchestration platform, that can enable high availability, and scalability for Kafkacentric microservices. Kubernetes supports diverse autoscaling mechanisms like Horizontal Pod Autoscaler (HPA), Vertical Pod Autoscaler (VPA) and Cluster Autoscaler (CA). Among others, HPA automatically scales the number of pods based on the default Resource Metrics, which includes CPU and memory usage. With Prometheus integration, custom metrics for an application can be monitored. In a Kafkacentric microservices, processing time and speed depends on the number of messages published. There is a need for auto scaling policy which can be based on the number of messages processed. This paper proposes a new autoscaling policy, which scales Kafka-centric microservices deployed in an eventdriven deployment architecture, using a Reinforcement Learning model. 2022 IEEE. Creator An entity primarily responsible for making the resource Joyce J.E.; Sebastian S. Source A related resource from which the described resource is derived 2022 IEEE 4th PhD Colloquium on Emerging Domain Innovation and Technology for Society, PhD EDITS 2022 Publisher An entity responsible for making the resource available Institute of Electrical and Electronics Engineers Inc. Date A point or period of time associated with an event in the lifecycle of the resource 2022-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1109/PhDEDITS56681.2022.9955300" target="_blank" rel="noreferrer noopener">https://doi.org/10.1109/PhDEDITS56681.2022.9955300</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143804979&amp;doi=10.1109%2FPhDEDITS56681.2022.9955300&amp;partnerID=40&amp;md5=a1a8a229eb496086b1333b4c9c3c082a" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85143804979&amp;doi=10.1109%2fPhDEDITS56681.2022.9955300&amp;partnerID=40&amp;md5=a1a8a229eb496086b1333b4c9c3c082a</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-166546143-6 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Conference paper Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Joyce J.E., Christ (Deemed to Be University), Deparatment of Computer Science, Bangalore, India; Sebastian S., Christ (Deemed to Be University), Deparatment of Computer Science, Bangalore, India