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<h1>OTC Talks #1</h1>
<section id="talks-details">
<h2>Table of Contents</h2>
<ul id="talks-list">
<li>
<a href="#talk-1"
>Supercharge your deployments with WASM, by Rishit
Dagli</a
>
</li>
</ul>
<h2 id="details">Details</h2>
<ul>
<li><b>Date</b>: 24th December, 2022</li>
<li><b>Timing</b>: 10:30 PM IST</li>
<li>
<b>Where</b>: Online, held before
<a
href="https://catchup.ourtech.community/summary/111"
target="_blank"
rel="noreferrer"
>OTC CatchUp #111</a
>
</li>
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href="https://ourtech.community/coc"
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<main id="main-content">
<section id="talk-1" class="talk-section">
<h2 class="talk-title">
Supercharge your deployments with WASM
</h2>
<p>
Speaker:
<a
href="https://twitter.com/rishit_dagli"
target="_blank"
rel="noreferrer"
>Rishit Dagli</a
>
</p>
<h3 id="abstract-1">Abstract</h3>
<p>
Machine Learning inference (though what we talk about can be
applied to other computationally intensive tasks) is often a
computationally intensive task and could greatly benefit
from the speed of WebAssembly. What if I told you, that you
could improve the performance of your application deployed
on Linux containers.
</p>
<p>Enter Wasm and Kubernetes.</p>
<p>
This talk starts off by introducing the audience to
WebAssembly (Wasm) and how they could make use of the speed
and security among others of Wasm for their deployments.
Another problem we face is that the standard WebAssembly
provides very limited access to the native OS and hardware,
such as multi-core CPUs, GPU, or TPUS which is not ideal for
the kind of systems we target. The talk also shows how one
could use the WebAssembly System Interface (WASI) to get
security, portability, and native speed for Machine Learning
models. The talk then slides into the recent (still preview)
support that Azure has launched for WASI node pools to run
such a system while also using Krustlet to run Wasm on
Kubernetes. To top it off this talk ends with a demo of
doing so on Azure.
</p>
<h3 id="relevant-links-1">Relevant Links</h3>
<ul>
<li>
<a
href="https://docs.google.com/presentation/d/17djYwi-e-qp7QHaNfS5TEPTcXgoGu5HUnASae2gO41U/edit#slide=id.g1b2c9799b21_0_0"
target="_blank"
rel="noreferrer"
>Slide Deck</a
>
</li>
<li>
<a
href="https://youtu.be/ZiFLje7ir5g"
target="_blank"
rel="noreferrer"
>Video Demo</a
>
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