For some time now cloud computing has progressively been integrating itself as a key component in businesses of all sizes. Though cloud computing brings several benefits like the ability to easily scale applications up or down based on actual demand, data traveling back and forth from the source to the cloud adds latency which can make it infeasible for certain use cases like autonomous vehicles. As more enterprises embrace the benefits of AI, this has led to exploring how well their MLOps can extend to edge environments, which are not centralized by their nature, to deploy, test, and observe models on an ongoing basis.
Wallaroo will be at The AI Summit in Austin Nov 2–3 as part of IoT World Today. Our Director of Architecture Jason McCampbell will be part of the panel along with data & analytics leaders from Dell Technologies, CVS Health, and Kroger to talk edge AI use cases and answer some of the big questions around the future of edge deployment and growth.
We will also have executives on hand at booth #119 to answer any questions you might have about edge machine learning or applied AI. Reach out to us at deployML@wallaroo.ai if you would like to set up an appointment with us ahead of time.