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<div class="WordSection1">
<h1><span style="font-family:"Segoe UI",sans-serif">ICICLE Release 2023-04</span><o:p></o:p></h1>
<p><span style="font-family:"Segoe UI",sans-serif">The ICICLE team aims to build the next generation Cyberinfrastructure (CI) to render Artificial Intelligence (AI) more accessible to everyone and to drive its democratization further in solving larger societal
problems.</span><o:p></o:p></p>
<p><span style="font-family:"Segoe UI",sans-serif">It is with great pleasure that we announce the first release of ICICLE CI components version
<strong><i><span style="font-family:"Segoe UI",sans-serif">2023-04</span></i></strong>.</span><o:p></o:p></p>
<p><span style="font-family:"Segoe UI",sans-serif">This release includes the following components:</span><o:p></o:p></p>
<h2 id="intelligent-cyberinfrastructure"><span style="font-family:"Segoe UI",sans-serif">Intelligent Cyberinfrastructure</span><o:p></o:p></h2>
<h3 id="ai-for-ci-for-ai"><span style="font-family:"Segoe UI",sans-serif">AI for CI-for-AI</span><o:p></o:p></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo1">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">HPC Application Runtime Predictor (HARP) v1.0</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level2 lfo1">
<span style="font-family:"Segoe UI",sans-serif">The HARP framework is used to generate a history of executions with the help of human-in-loop (pre-defined configurations) and train suitable regression models to estimate the approximate execution time for a
targeted application.</span><o:p></o:p></li></ul>
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level1 lfo1">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">Intelligent Sparse Library (iSipLib) v1.0</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l2 level2 lfo1">
<span style="font-family:"Segoe UI",sans-serif">iSipLib is an accelerated sparse kernel library with a PyTorch interface. It aims to provide efficient sparse operations for Graph Neural Network implementations.</span><o:p></o:p></li></ul>
</ul>
<h3 id="software-architecture-and-design"><span style="font-family:"Segoe UI",sans-serif">Software Architecture and Design</span><o:p></o:p></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level1 lfo2">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">Base ICICLE Tapis Software v1.3.0</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level2 lfo2">
<span style="font-family:"Segoe UI",sans-serif">Tapis is a hosted, web-based API framework for securely managing computational workloads across infrastructure and institutions so that experts can focus on their research instead of the technology.</span><o:p></o:p></li></ul>
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level1 lfo2">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">Event Engine v0.2.0</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level2 lfo2">
<span style="font-family:"Segoe UI",sans-serif">The Event Engine is a framework for edge simulators and for writing event-based applications in
<em><span style="font-family:"Segoe UI",sans-serif">Rust</span></em>. The Event Engine utilizes a
<em><span style="font-family:"Segoe UI",sans-serif">plugin</span></em> architecture so that they can be written in multiple languages.</span><o:p></o:p></li></ul>
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level1 lfo2">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">Hello ICICLE Authentication Clients v0.0.1</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level2 lfo2">
<span style="font-family:"Segoe UI",sans-serif">Hello ICICLE Authentication consists of two command line interface (CLI) tools to authenticate with the Tapis Pods service. The first tool, ICICONSOLE, is specifically tailored to working with Neo4j databases
hosted through the Tapis Pods. The second tool, TapisCL-ICICLE, allows the user to manage, operate, and interactively explore Tapis services.</span><o:p></o:p></li></ul>
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level1 lfo2">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">Tapis Pods Service v1.3.0</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level2 lfo2">
<span style="font-family:"Segoe UI",sans-serif">The Tapis Pods Service provides a web service and distributed platform providing Pods-as-a-Service platform via Kubernetes. The primary use of this service is to provide quick to deploy long-lived services based
on Docker images that are exposed via HTTP or TCP endpoints.</span><o:p></o:p></li></ul>
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level1 lfo2">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">CI Components Catalog v0.1.0</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l3 level2 lfo2">
<span style="font-family:"Segoe UI",sans-serif">Hosted using our Tapis Pods Service, the CI Components Catalog showcases the most up-to-date released ICICLE CI components available to the public.</span><o:p></o:p></li></ul>
</ul>
<h2 id="use-inspired-science"><span style="font-family:"Segoe UI",sans-serif">Use Inspired Science</span><o:p></o:p></h2>
<h3 id="animal-ecology"><span style="font-family:"Segoe UI",sans-serif">Animal Ecology</span><o:p></o:p></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo3">
<strong><span style="font-family:"Segoe UI",sans-serif">Camera-Traps Edge Simulator v0.3.0</span></strong><span style="font-family:"Segoe UI",sans-serif">
</span><o:p></o:p></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level2 lfo3">
<span style="font-family:"Segoe UI",sans-serif">Both a simulator and an edge device application for classifying images with the first deployment specializing in wildlife images. The Camera-Traps Edge Simulator utilizes the Event Engine to implement its
<em><span style="font-family:"Segoe UI",sans-serif">plugin</span></em> architecture and
<em><span style="font-family:"Segoe UI",sans-serif">event-driven</span></em> communication.</span><o:p></o:p></li></ul>
</ul>
<h3 id="digital-agriculture"><span style="font-family:"Segoe UI",sans-serif">Digital Agriculture</span><o:p></o:p></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo4">
<strong><span style="font-family:"Segoe UI",sans-serif">SoftwarePilot v1.2.5</span></strong><span style="font-family:"Segoe UI",sans-serif">
</span><o:p></o:p></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level2 lfo4">
<span style="font-family:"Segoe UI",sans-serif">SoftwarePilot is an open-source middleware and API that supports aerial applications. It allows users to connect consumer Parrot Anafi drones and access the drone's flight controller, camera, and navigation system
via Python scripts. SoftwarePilot can also communicate with applications via a REST API and built-in Docker integration.</span><o:p></o:p></li></ul>
</ul>
<h3 id="smart-foodsheds"><span style="font-family:"Segoe UI",sans-serif">Smart Foodsheds</span><o:p></o:p></h3>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l4 level1 lfo5">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">People-Places-Organizations-Datasets (PPOD) Schema v0.9.1</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l4 level2 lfo5">
<span style="font-family:"Segoe UI",sans-serif">A LinkML schema for a version of the PPOD (Persons-Projects-Organizations-Datasets) data pattern that describes resources being cataloged by the UC Davis Food Systems Lab. These resources are pertinent to California
foodsheds and conservation activities and include lists of organizations, people, programs, projects, tools, datasets, guidelines, and mandates.</span><o:p></o:p></li></ul>
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l4 level1 lfo5">
<strong><span style="font-family:"Segoe UI",sans-serif;mso-ligatures:none">Smart Foodsheds Visual Analytics (VA) Dashboard v0.1</span></strong><span style="mso-ligatures:none"><o:p></o:p></span></li><ul type="circle">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l4 level2 lfo5">
<span style="font-family:"Segoe UI",sans-serif">Hosted using our Tapis Pods Service, the Smart Foodsheds VA Dashboard is a visual analytics system built for smart foodsheds that offers a dynamic and engaging way to explore graph data. The dashboard currently
has access to PPOD and Cold Chain datasets.</span><o:p></o:p></li></ul>
</ul>
<p><span style="font-family:"Segoe UI",sans-serif">The ICICLE team is committed to delivering the best software and CI components. We welcome your feedback and suggestions for future releases.</span><o:p></o:p></p>
<p><span style="font-family:"Segoe UI",sans-serif">Please subscribe to <a href="https://lists.osu.edu/mailman/listinfo/icicle-discuss">
icicle-discuss</a> and post to discuss all installation/build problems, performance issues, features and other miscellaneous questions related to the different software and CI components of the ICICLE project. You are welcome to post patches and enhancements
to the released components.</span><o:p></o:p></p>
<p><span style="font-family:"Segoe UI",sans-serif">Subscribe to our mailing list <a href="https://lists.osu.edu/mailman/listinfo/icicle-announce">
icicle-announce</a> to stay up to date on the latest ICICLE news and releases.</span><o:p></o:p></p>
<p><span style="font-family:"Segoe UI",sans-serif">Thanks,</span><o:p></o:p></p>
<p><span style="font-family:"Segoe UI",sans-serif">The ICICLE Team</span><o:p></o:p></p>
<p><em><span style="font-family:"Segoe UI",sans-serif">*This release is brought to you by the National Science Foundation (NSF) funded AI institute for Intelligent Cyberinfrastructure with Computational Learning in the Environment (ICICLE) (OAC 2112606)</span></em><o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
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