Data Science, Machine Learning, MLOps & Kubeflow Meetup - Dec 2, 2021
--- Agenda ---
* Welcome, Announcements & Housekeeping
* Talk #1: Introduction to Kubeflow - 10 mins
* Talk #2: Istio Service Mesh 101
As development moves toward cloud-native application development using containerized and distributed services, it has become important for developers to understand how these services work together. One of the key tools that help developers and organizations monitor, connect, and secure their microservices without requiring changes to application code is the open-source service mesh called Istio. In this talk, I'll give you a high-level overview of the Istio service mesh. You'll learn what service mesh is and what it offers in terms of features and functionality.
Peter Jausovec is a software and content engineer at Tetrate.io. He has more than a decade of experience in the field of software development and tech, in various roles such as QA (test), software engineering, and leading tech teams. He authored and co-authored a couple of books, the latest being Cloud-Native: Using Containers, Functions, and Data to Build Next-Generation Applications.
* Talk #3 - Orchestrating Apache Spark with Kubeflow on Kubernetes
Apache Spark and Kubernetes have been established as de facto standards for data processing and container orchestration respectively. This talk will cover how Kubeflow enables orchestrating ML workloads involving Spark and Kubernetes.
Sadik Bakiu is co-founder and ML Engineer consultant at Data Max. He is focused on bringing ML to production.
Since the early beginning of his career, more than a decade ago, he was fascinated by Data and Information management systems and has been working with them since. Sadik also writes occasionally about technology topics.