TAC Meeting Recording and TAC Group Calendar Reminder

1. LF Deep Learning FoundationTechnical Advisory Council Meeting March 14, 2019

2. Recording of Calls This is a reminder that TAC calls are recorded and available for viewing on the TAC Wiki. (New wiki effective March 6, 2019)

3. New TAC Group Calendar • We will begin utilizing a TAC Group Calendar managed via the tac-general@lists.deeplearningfoundation.org subgroup (mail list) via Groups.io • A TAC Group Calendar wiki page has been created to provide details on the meeting management as well as the options for adding/subscribing to the meetings • Please review the following and ensure that you add/subscribe to the TAC Group Calendar no later than March 22 to stay up to date with TAC meetings: • Review the TAC Group Calendar overview • Review the Subscription Options and add/subscribe to the TAC Group Calendar based on your preferred method • You can view the individual TAC meeting invite here • Important Note: On March 22, 2019, the current private TAC meeting invite from jserafin@linuxfoundation.org will be deleted and all attendees must self-subscribe to the TAC Group Calendar by then. There will be no changes to the Zoom link utilized.

4. Antitrust Policy Notice • Linux Foundation meetings involve participation by industry competitors, and it is the intention of the Linux Foundation to conduct all of its activities in accordance with applicable antitrust and competition laws. It is therefore extremely important that attendees adhere to meeting agendas, and be aware of, and not participate in, any activities that are prohibited under applicable US state, federal or foreign antitrust and competition laws. • Examples of types of actions that are prohibited at Linux Foundation meetings and in connection with Linux Foundation activities are described in the Linux Foundation Antitrust Policy available at http://www.linuxfoundation.org/antitrust-policy. If you have questions about these matters, please contact your company counsel, or if you are a member of the Linux Foundation, feel free to contact Andrew Updegrove of the firm of Gesmer Undergone LLP, which provides legal counsel to the Linux Foundation.

5. Agenda • Roll Call • Approval of Minutes • Invited Presentation: Jesse Suen • Q&A • Next Meeting Information

6. TAC Member Directory *TAC Chairperson

7. Approval of Minutes • Draft minutes from the February 14 meeting of the TAC were previously distributed to the TAC members. • Proposed Resolution: • That the minutes of the February 14 meeting of the Technical Advisory Council of the LF Deep Learning Foundation are hereby approved.

8. Invited Presentation Jesse Suen, Principe Software Engineer at Intuit Jesse Suen is a Principal Engineer at Intuit developing microservices-based, distributed applications for Kubernetes and key contributor to Argo project. He was an early engineer at Applatix (acquired by Intuit), building a platform to help users run containerized workloads in the public cloud. Prior to that, he was part of the engineering team at Tintri and Data Domain working on virtualized infrastructure, storage, tooling and automation. Jesse received his B.A. in Computer Science & Cognitive Science from UC Berkeley. Machine Learning Workflows and Continuous Deployment using Argo Running Machine Learning in production at scale is complex. Today many enterprises are building their machine learning platform on Kubernetes. Argoproj is a collection of developer tools for Kubernetes which can be used for DevOps for ML. In this session we will first walk through Argo workflows, an open source container native workflow engine that can be used to run complex, highly parallel ML and data processing pipelines and DAGs on Kubernetes. Then we will talk about Argo CD, a declarative GitOps based Continuous Delivery tool that can be used to deploy different ML components.

9. Argo Project Argoproj is a collection of tools for getting work done with Kubernetes • Argo Workflows Container-native Workflow Engine • Argo CD Declarative GitOps Continuous Delivery • Argo Events Event-based Dependency Manager • Argo CI Simple CI based on GitHUb and Argo Workflows Web site https://argoproj.github.io/ Github https://github.com/argoproj/argo Twitter https://twitter.com/argoproj

10. Jesse Suen’s Presentation: Machine Learning Workflows and Continuous Deployment using Argo

11. Next Meeting: March 28, 2019 Coach Project - Presentation & Proposal to join LF DL Invited speaker: Yinyin Liu, Principle Engineer, Head of Data Science, Intel AI Project category: Reinforcement Learning Coach on github: https://github.com/NervanaSystems/coach Coach documentation: https://nervanasystems.github.io/coach/

12. TAC Meeting Logistics • To subscribe to the TAC Group Calendar, visit the wiki: https://wiki.deeplearningfoundation.org/x/XQB2 • Join from PC, Mac, Linux, iOS or Android: https://zoom.us/j/430697670 • Or iPhone one-tap: • US: +16465588656,,430697670# or +16699006833,,430697670# • Or Telephone: • Dial(for higher quality, dial a number based on your current location): • US: +1 646 558 8656 or +1 669 900 6833 or +1 855 880 1246 (Toll Free) or +1 877 369 0926 (Toll Free) • Meeting ID: 430 697 670 • International numbers available: https://zoom.us/u/achYtcw7uN

13. Questions / Discussion

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