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nCast

A podcast that focuses on cloud infrastructure management, AWS cost optimization, DevOps automation, and cloud security

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Podcasts

Latest Podcast

nCast Episode 13: Multidimensional Pod Autoscaling & Machine Learning for Cloud Optimization

Dr. Haoran Qiu, a fresh PhD from the University of Illinois Urbana-Champaign, joins our host James Wilson, VP of Engineering at nOps. They’re diving into multidimensional autoscaling, an area in which Haoran’s pioneering research is making waves in the Kubernetes community.

Some workloads work better with Horizontal Pod Autoscaler (HPA), others with Vertical Pod Autoscaler (VPA). Running them together can create conflicts, but using only one limits efficiency gains. A Multidimensional Pod Autoscaler solves this dilemma by combining the benefits of both VPA and HPA to dynamically adjust both the number and size of pods.
But is MPA poised to redefine resource optimization? What problems does it solve, and what fresh complexities are involved in its implementation?
Haoran and James dig into these questions while debating traditional heuristic versus Machine Learning approaches, industry versus academia, and other hot topics on the leading edge of cloud optimization.

Listen now to discover if MPA is the holy grail Kubernetes has been waiting for as we discuss the evolution of autoscaling technologies and their impact on cost, sustainability, and developer experience.

Episodes

About The Podcast

Introducing nCast, the ultimate podcast channel for anyone interested in cloud infrastructure management, FinOps, AWS cost optimization, DevOps automation, and cloud security. Each episode of nCast features thought leaders and industry experts sharing their real-world experiences and knowledge on cloud management and optimization.With its engaging and informative style, nCast is the perfect podcast channel for, who wants to learn more about cloud infrastructure management, cost optimization, and DevOps best practices. Subscribe to nCast today and join the community of cloud enthusiast.

Our Host

James Wilson

VP of Engineering

James Wilson is an experienced engineer with a passion for using technology to drive innovation and solve complex problems. With over a decade of experience in software development and cloud computing, James has a deep understanding of how to leverage technology to help businesses optimize their operations and achieve their goals.