Presentation: Enabling ML with Apache Beam and Event Mesh
Abstract
We'll talk about how you can enable cloud-based ML, fueled by events fired from across your enterprise (IoT, mobile devices, legacy apps, private cloud, public cloud), in real-time. We’ll introduce the concept of an event mesh (think service mesh for asynchronous, event-based interactions). And we’ll share two demos leveraging Apache Beam and Solace PubSub+ to show you how an event broker that supports multiple open standard protocols and APIs can make your life easier – assuming you’re a developer that needs apps to communicate over different protocols.
Similar Talks
Machine Learning on Mobile and Edge Devices With TensorFlow Lite
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/daniel_situnayake.jpg?itok=veLbIaYQ)
Developer Advocate for TensorFlow Lite @Google and Co-Author of TinyML
Daniel Situnayake
Self-Driving Cars as Edge Computing Devices
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/matt_ranney_0.jpg?itok=IOJOg0gt)
Sr. Staff Engineer @UberATG
Matt Ranney
CI/CD for Machine Learning
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/sasha.jpg?itok=acTR-dWr)
Program Manager on the Azure DevOps Engineering Team @Microsoft
Sasha Rosenbaum
ML's Hidden Tasks: A Checklist for Developers When Building ML Systems
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/pic_0.jpg?itok=D3SIVfbH)
Senior Machine Learning Engineer @teamretrorabbit
Jade Abbott
From POC to Production in Minimal Time - Avoiding Pain in ML Projects
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/dr_janet_bastiman_2018_bw.jpeg?itok=1u944cAy)
Chief Science Officer @StoryStreamAI
Janet Bastiman
ML in the Browser: Interactive Experiences with Tensorflow.js
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/hs.jpg?itok=nz0evj8M)
Research Engineer in Machine Learning @cloudera
Victor Dibia
Machine Learning 101
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/grishma_jena_copy.jpg?itok=uPwj-eg0)
Data Scientist @IBM
Grishma Jena
ML/AI Panel
![Qcon](https://archive.qconsf.com/sites/qcon_sf/files/styles/similar_talks/public/headshot2.jpg?itok=_WvFa0Bm)
Staff Developer Relations Engineer @Google Cloud Platform