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<span style="font-weight: 700; font-size: 24pt; margin: 0px; display: inline !important; background-color: rgb(255, 255, 255);">ICICLE Release 2023.10</span><br>
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<p style="margin-top: 0px; margin-bottom: 0px; font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
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.</p>
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It is with great pleasure that we announce<span style="margin:0px"> </span><em><strong>2023.10</strong></em><span style="margin:0px"> </span>release of ICICLE CI components.</p>
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<br>
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This release includes the following components:</p>
<h1 id="new-to-icicle-ci-catalog" style="font-family: "Times New Roman"; color: rgb(0, 0, 0);">
New to ICICLE CI Catalog</h1>
<h2 id="intelligent-cyberinfrastructure" style="font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Intelligent Cyberinfrastructure</h2>
<h3 id="ai-for-ci-for-ai" style="margin-bottom: 6px; margin-top: 0px; font-family: "Times New Roman"; color: rgb(0, 0, 0);">
AI for CI-for-AI</h3>
<ul style="font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
<li><a href="https://datacommons.tdai.osu.edu/dataset.xhtml?persistentId=doi:10.5072/FK2/CQUURW" data-auth="NotApplicable" id="OWA0295fb0d-c68c-1eab-026c-dfb872d293b9" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px"><strong>High Performance
Computing Applications Dataset v1.0</strong></a>
<ul>
<li>The<span style="margin:0px"> </span><em>High Performance Computing Applications Dataset</em><span style="margin:0px"> </span>is a collection of information about loops in high-performance computing programs. The dataset includes details about different
aspects of loops, like how many times they repeat and how they access data. It also provides advanced information about how the computer hardware behaves during the program's execution. This dataset is meant to help researchers and engineers improve their
programs by understanding and optimizing these loops better.</li></ul>
</li></ul>
<h3 id="software-architecture-and-design" style="margin-bottom: 6px; margin-top: 0px; font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Software Architecture and Design</h3>
<ul style="font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
<li><a href="https://pypi.org/project/iciflaskn/" data-auth="NotApplicable" id="OWAe411c791-367f-25f8-1401-a5c87cdf2c54" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px"><strong>iciflaskn v1.0</strong></a>
<ul>
<li>The <em>iciflaskn</em> package provides a Flask blueprint that can be registered with your Flask application to endow it with Tapis Federated Authentication Service based on OAuth2. Please visit the<span style="margin:0px"> </span><a href="https://tapis.readthedocs.io/en/latest/technical/authentication.html#oauth-clients" data-auth="NotApplicable" id="OWA4112ab18-e0f2-37ec-75b4-1486c10a1f09" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px">Tapis
documentaiton</a><span style="margin:0px"> </span>and<span style="margin:0px"> </span><a href="https://tapis-project.github.io/live-docs/?service=Authenticator#tag/Clients" data-auth="NotApplicable" id="OWA191c2fba-861f-4c9f-b39f-451a01e10117" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px">Tapis
APIs</a><span style="margin:0px"> </span>to learn how to setup an authentication client for your application.</li></ul>
</li></ul>
<h1 id="icicle-ci-components-changelog" style="font-family: "Times New Roman"; color: rgb(0, 0, 0);">
ICICLE CI Components Changelog</h1>
<h2 id="intelligent-cyberinfrastructure-1" style="font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Intelligent Cyberinfrastructure</h2>
<h3 id="ai-for-ci-for-ai-1" style="margin-bottom: 6px; margin-top: 0px; font-family: "Times New Roman"; color: rgb(0, 0, 0);">
AI for CI-for-AI</h3>
<ul style="font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
<li><a href="https://github.com/ICICLE-ai/harp" data-auth="NotApplicable" id="OWAadc33354-a944-000c-dae6-c493270d3211" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px"><strong>HPC Application Runtime Predictor (HARP) v2.0</strong></a>
<ul>
<li>New Features
<ol>
<li>HARP is now Containerized! Profile your applications by configuring them with the new HARP containers.</li><li>Available for use on both TACC and OSC systems via Tapis.</li><li>New Jupyter Notebook available on Google Colab and for download in GitHub repository.</li></ol>
</li></ul>
</li></ul>
<h3 id="software-architecture-and-design-1" style="margin-bottom: 6px; margin-top: 0px; font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Software Architecture and Design</h3>
<ul style="font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
<li>
<p style="margin-top: 0px; margin-bottom: 0px;"><a href="https://pypi.org/project/TapisCL-ICICLE/" data-auth="NotApplicable" id="OWAe094c73f-0965-4cee-2c4b-04407d06bac5" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px"><strong>TapisCL-ICICLE
v1.0.11</strong></a></p>
<ul>
<li>Changes:
<ol>
<li>Added better positional support</li><li>Fixed command parsing and validation server side</li><li>Improved login UX with suggestions for auth type and tenant uri</li><li>Improved help menus</li><li>Added jobs commands</li><li>Fixed data formatters to be more flexible</li><li>Much improved UX for deeply nested forms for operations like system creation.</li><li>Add support for loading existing data when updating services</li><li>Fixed a minor issue with the 'exit' command</li><li>Improved support for jobs</li><li>Bug fixes for postgres pods</li><li>Fixed issues involving credential retrieval for pods</li><li>Made snapshot commands their own thing</li><li>Added authenticator clients command group</li></ol>
</li></ul>
</li><li>
<p style="margin-top: 0px; margin-bottom: 0px;"><a href="https://pypi.org/project/ICICONSOLE/#description" data-auth="NotApplicable" id="OWA12b4e582-308c-961d-3d00-71698d09c4f5" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px"><strong>ICICONSOLE
v0.8.0</strong></a></p>
<ul>
<li>Changes:
<ol>
<li>Added support for Knowledge Graph queries that return edges</li><li>Added automation for creation and deletion within Knowledge Graphs, past read-only operations.</li><li>Integrated Tapis federated authentication</li><li>Integration with GPT-3.5 via OpenAI API for natural language queries</li></ol>
</li></ul>
</li></ul>
<h2 id="use-inspired-science" style="font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Use Inspired Science</h2>
<h3 id="animal-ecology" style="margin-bottom: 6px; margin-top: 0px; font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Animal Ecology</h3>
<ul style="font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
<li><a href="https://github.com/tapis-project/camera-traps" data-auth="NotApplicable" id="OWAfb3ef072-346d-8598-2bc0-951fcd24523e" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px"><strong>Camera-Traps Edge Simulator v0.3.2</strong></a>
<ul>
<li>Changes:
<ol>
<li>Runtime configuration updates, principally involving changes to the <em>releases</em> directory structure.</li><li>Improved release procedure documentation in top-level README file.</li></ol>
</li></ul>
</li></ul>
<h3 id="visual-analytics" style="margin-bottom: 6px; margin-top: 0px; font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Visual Analytics</h3>
<ul style="font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
<li><a href="https://vaapifrontend.pods.icicle.tapis.io/#/" data-auth="NotApplicable" id="OWA68411678-37fd-ef89-ad6e-d674c2dfad13" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px"><strong>Smart Foodsheds Visual Analytics (VA) Dashboard v0.3</strong></a>
<ul>
<li>New Features:
<ol>
<li>OAuth2 Authentication added via Tapis Federated Authentication: Log in with your TACC or globus (University, National Lab, Google, etc) accounts.</li></ol>
</li></ul>
<ul>
<li>Changes
<ol>
<li>Improved save/load functionalities; Saved data is now tied to your authenticated account.</li></ol>
</li></ul>
</li></ul>
<p style="margin-top: 0px; margin-bottom: 0px; font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
The ICICLE team is committed to delivering the best software and CI components. We welcome your feedback and suggestions for future releases. A list of all ICICLE components can be found on our website under<span style="margin:0px"> </span><a href="https://icicle.ai/cyberinfrastructure/software" data-auth="NotApplicable" id="OWAb4c249a4-170f-d634-1661-38873dde4510" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px">CI
& Software</a></p>
<p style="margin-top: 0px; margin-bottom: 0px; font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
Please subscribe to<span style="margin:0px"> </span><a href="https://lists.osu.edu/mailman/listinfo/icicle-discuss" data-auth="NotApplicable" id="OWA558c0809-b152-5497-7bfc-f04654e3028f" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px">icicle-discuss</a><span style="margin:0px"> </span>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.</p>
<p style="margin-top: 0px; margin-bottom: 0px; font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
Subscribe to our mailing list<span style="margin:0px"> </span><a href="https://lists.osu.edu/mailman/listinfo/icicle-announce" data-auth="NotApplicable" id="OWA06627de2-f314-4f0d-e394-f2ab00305373" class="OWAAutoLink" data-loopstyle="linkonly" style="margin:0px">icicle-announce</a><span style="margin:0px"> </span>to
stay up to date on the latest ICICLE news and releases.</p>
<h1 id="acknowledgements" style="font-family: "Times New Roman"; color: rgb(0, 0, 0);">
Acknowledgements</h1>
<p style="margin-top: 0px; margin-bottom: 0px; font-family: "Times New Roman"; font-size: medium; color: rgb(0, 0, 0);">
<em>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)</em></p>
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