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DeveloperWeek Management 2024 + AI DevSummit 2024 (+ DW...
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Thursday, May 30 • 9:30am - 9:55am
OPEN TALK (AI): Where MLOps Ends, and Edge Container Lifecycle Management Begins

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Amy Simonson, Avassa, Marketing Manager
Carl Moberg, Avassa, CTO and co-founder

MLOps helps teams design and develop their Machine Learning (ML) models and applications systematically, enabling them to future-proof their AI initiatives. AI models are typically developed and trained in a centralized development environment. However, once ready for production, they often run closer to telemetry data sources, at the edge.

A gap frequently arises at this point.

Most leading MLOps tools cover all essential functions for developing and packaging trained models and applications, but they rarely support the complete lifecycle management of the distributed container applications themselves.

In this session, we delve into the intersection of MLOps and edge container management and operations. We'll discuss where one ends, and the other begins. Moreover, we'll explore how you as an ML developer can efficiently and securely align the lifecycles of the central and distributed components of your edge AI model and application containers.

We'll outline the path toward container application and model management and operations for the future.
Speakers
avatar for Carl Moberg

Carl Moberg

CTO and co-founder, Avassa
Carl has spent many years solving for automation and orchestration. He started building customer service platforms for ISPs back when people used dial-up for their online activities. He then moved on to focus on making multi-vendor networks programmable through model-driven architectures... Read More →
avatar for Amy Simonson

Amy Simonson

Marketing Manager, Avassa
Amy is an experienced marketing professional who thrives right in the intersection between deep tech and marketing. She is currently the marketing manager of Swedish Edge Platform provider Avassa, who are set out to make the distributed on-site edge delightfully easy to manage.

Thursday May 30, 2024 9:30am - 9:55am PDT
AI DevSummit Expo Stage
  AI DevSummit: MLOps & AIOps
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