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DevConf.US 2022 is the 5th annual, free, Red Hat sponsored technology conference for community project and professional contributors to Free and Open Source technologies coming to Boston this August!!

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MCS B33 [clear filter]
Wednesday, August 17
 

10:00 EDT

Build AIOps tools on Operate First
Want to learn how to accelerate your development of AI applications on the hybrid cloud? In this workshop, we introduce you to Operate First, an open cloud platform that provides cloud services and applications that support data scientists. We will walk you through the process of building a simple AIOps tool from scratch on the Operate First cloud and learn how to move your AI workloads to the cloud by implementing an end-to-end ML tool.

We start by learning how to collect data from an open CI/CD data source, use Jupyterlab and its extensions to manage dependencies, and run jupyter notebooks. We will learn how to perform automated, repeatable experiments using Elyra and Kubeflow Pipelines, create and deploy machine learning modes on OpenShift using Seldon and visualize results on a Superset dashboard.

By the end of this workshop, you will have an idea of how to build a simple AIOps tool on the cloud that can support your CI/CD processes. You will learn how to get started with, build data science tools, or onboard your existing projects on the Operate First cloud.

Speakers
avatar for Oindrilla Chatterjee

Oindrilla Chatterjee

Senior Data Scientist, Red Hat
Oindrilla is a Senior Data Scientist at Red Hat, in the Office of the CTO working on emerging trends and research in ML and AI. She spent the past year developing open source AI applications for CI data.
avatar for Aakanksha Duggal

Aakanksha Duggal

Senior Data Scientist, Red Hat
Aakanksha Duggal is a Software Engineer at Red Hat working in the AI Centre of Excellence and Office of the CTO. She is a part of the AIOps team and works in developing open source software that uses AI and machine learning applications to solve engineering problems.


Wednesday August 17, 2022 10:00 - 12:00 EDT
MCS B33

13:00 EDT

Developer Experience in Linux System Role
The Linux System Roles are a collection of Ansible roles and modules which are used to manage and configure common Linux operating system components. As the developers, we are going to share our developing experience in the meetup, specifically, the topics will cover the Network Role and the Firewalld Role.

Network Role enables users to configure the network on the target machine and various networking profiles can be configured via customized Ansible modules. On our journey, we are going to explore the contributing experience in Network Role. For instance, what providers are supported by Network Role and what environment needs to be satisfied so that we can use Network Role ? What’s more, we are also going to dive into details about Network Role upstream CI systems and explain how it ensures testing integrity. As users, we are more curious about how we can customize the playbooks efficiently to configure networks and which virtual machine or virtual image we should choose to test the feasibility of our idea. Last but not least, we are also planning to cover some additional features in Network Role and the implementation behind the scene, e.g. integration tests coverage, basic unit for argument parsing, helper files for assertion/test setup/logging.

Firewalld Role as an Ansible Role can provide a consistent configuration to manage ports and services with Firewalld. This meetup will also feature a demo on how the Firewalld Role works and will cover all the different features within the role.

In summary, our developer experience will make the audiences understand how to contribute to the different Linux System Roles modules in general, and how the features are implemented, as well as how the test integrity is guaranteed. Attendees should be familiar with basic knowledge of Linux System Roles.


Wednesday August 17, 2022 13:00 - 14:00 EDT
MCS B33
 
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