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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<!-- BEGIN_HEAD_EMBED -->
<title>Glossary - Algorithmia Developer Center</title>
<meta name="description" content="Algorithmia terminology guide">
<meta name="keywords" content="glossary">
<!-- Twitter Cards -->
<meta name="twitter:title" content="Glossary">
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<meta name="twitter:creator" content="@algorithmia">
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<!-- END_HEAD_EMBED -->
<link href="https://algorithmiaio.github.io/atom.xml" type="application/atom+xml" rel="alternate" title="Algorithmia Developer Center Atom Feed">
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<meta name="HandheldFriendly" content="True">
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<meta name="viewport" content="width=device-width, initial-scale=0.75">
<meta http-equiv="cleartype" content="on">
<script>
window.__ENTERPRISE = false
</script>
</head>
<body>
<!-- BEGIN_BODY_EMBED -->
<div data-ng-app="algorithmia">
<header class="syn-styles-supported supports-synapse-typography syn-page-header">
<div class="utility-header syn-visible-lg">
<div class="syn-pr-32 syn-pv-8 syn-flex flex-row justify-end">
<div class="hide-if-signed-in">
<a href="/signin" class="syn-link syn-font-weight-bold syn-text-secondary syn-text-sm">
Sign in
</a>
</div>
<div>
<a href="/contact" class="syn-link syn-font-weight-bold syn-text-secondary syn-text-sm syn-ml-24">
Contact us
</a>
</div>
</div>
</div>
<div onclick="['nav-open'].forEach((a) => document.querySelector('.syn-page-header').classList.toggle(a))"></div>
<div class="syn-page-header-content syn-flex justify-space-between">
<div class="syn-flex align-center">
<a class="syn-flex" href="/">
<img class="syn-ml-8" src="/v1/config/logo" style="max-height: 40px; max-width: 100%;" />
</a>
</div>
<button class="syn-btn icon text grow syn-hidden-lg" onclick="['nav-open'].forEach((a) => document.querySelector('.syn-page-header').classList.toggle(a))">
<svg width="32" height="20" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" class="open-button"><g stroke="currentColor" stroke-width="1.5" fill="none" fill-rule="evenodd" stroke-linecap="round"><path d="M1 1h29.849M1 10h29.849M1 19h29.849"></path></g></svg>
<svg width="24" height="24" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" class="close-button"><g stroke="currentColor" stroke-width="1.5" fill="none" fill-rule="evenodd" stroke-linecap="round"><path d="M1.371 22.553L22.478 1.447M1.371 1.461l21.107 21.107"></path></g></svg>
</button>
<div class="syn-visible-lg">
<a href="/mlops" class="syn-link-no-decoration">
<button class="syn-btn text">MLOps</button>
</a>
<a
href="https://www.datarobot.com/platform/?utm_source=algorithmia&utm_medium=web&utm_campaign=AICLOUD21-ALGO"
class="syn-link-no-decoration"
rel="noopener noreferrer"
target="_blank"
>
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</a>
<a href="/developers" class="syn-link-no-decoration">
<button class="syn-btn text syn-ml-8">Docs</button>
</a>
<a
href="https://www.datarobot.com/blog/"
class="syn-link-no-decoration"
rel="noopener noreferrer"
target="_blank"
>
<button class="syn-btn text syn-ml-8">DataRobot Blog</button>
</a>
<a
href="https://www.datarobot.com/request-a-demo/algorithmia/?utm_source=algorithmia&utm_medium=web&utm_campaign=ALGDR21ALGO"
class="syn-btn syn-ml-8 syn-link-no-decoration display-inline-flex contained theme-primary custom-btn"
>
Request a DataRobot Demo
</a>
</div>
</div>
<div class="syn-page-header-nav mobile-nav-container syn-hidden-lg" >
<nav class="syn-nav syn-pt-16">
<ul class="mobile-nav syn-mb-16">
<li class="syn-list-item"><a class="syn-link syn-font-weight-bold syn-text-base syn-text-primary" href="/mlops">MLOps</a></li>
<li class="syn-list-item">
<a
href="https://www.datarobot.com/platform/?utm_source=algorithmia&utm_medium=web&utm_campaign=AICLOUD21-ALGO"
class="syn-link syn-font-weight-bold syn-text-base syn-text-primary"
rel="noopener noreferrer"
target="_blank"
>
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</a>
</li>
<li class="syn-list-item">
<a href="/developers" class="syn-link syn-font-weight-bold syn-text-base syn-text-primary">
Docs
</a>
</li>
<li class="syn-list-item">
<a
href="https://www.datarobot.com/blog/"
class="syn-link syn-font-weight-bold syn-text-base syn-text-primary"
rel="noopener noreferrer"
target="_blank"
>
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</a>
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<a href="/signin" class="syn-link syn-font-weight-bold syn-text-base syn-text-primary">
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</div>
</header>
<div id="wrapper">
<div class="jumbotron dev-hero">
<div class="container">
<div class="row">
<div class="col-md-12">
<h2>Developer Center</h2>
<h4>Resources to get you started with Algorithmia</h4>
</div>
</div>
</div>
</div>
<div class="container dev-center-content-container">
<div class="row section">
<div class="col-sm-8 col-md-8 col-sm-push-3 col-md-push-3">
<section id="search-results" style="display: none;">
</section>
<script id="search-results-template" type="text/mustache">
{{#entries}}
<hr>
<article>
<h3><a href="https://algorithmiaio.github.io{{url}}">{{title}}</a></h3>
<span class="breadcrumbs-title m-B-s">{{categories}}</span>
<p>{{excerpt}}</p>
</article>
{{/entries}}
</script>
<div id="main-content">
<article itemscope itemtype="http://schema.org/Article">
<h1 id="page-title">
Glossary<a href="https://github.com/algorithmiaio/dev-center/blob/develop/_pages/glossary.md" target="_blank" title="Suggest changes to this page" class="edit-link"><i class="fa fa-edit" aria-hidden="true"></i></a>
</h1>
<p class="updated-date">Updated
<time datetime="2021-07-12T11:20:24Z" itemprop="dateModified">July 12, 2021</time>
<div id="content" class="page-content" itemprop="articleBody">
<div>
<style>
dt {
font-weight: bold;
font-size: 20px;
}
dd {
margin-bottom: 50px;
}
.placeholder {
font-family: "Courier New", Courier, monospace;
font-weight: 300;
}
.glossary-hoverable {
text-decoration: none;
color: inherit;
border-bottom: 1px dotted;
}
/* indent example terms*/
#glossary-usage dl {
margin-left: 3ch;
}
#glossary-usage dd {
margin-left: 3ch;
}
#glossary-definitions dd {
margin-left: 3ch;
}
</style>
<div id="glossary-usage">
<p>This page provides brief definitions for many of the terms used across Algorithmia's platform and documentation.
We also provide definitions for some terms commonly used in the practice of MLOps. Things to note when using this
glossary:</p>
<ul>
<li>
Some terms have associated <code class="placeholder">{PLACEHOLDER_STRING}</code> values. We use these
uppercase strings in our UI, and in code samples across our documentation, to denote generic values that must be
replaced with custom values in your code. Placeholders <code class="placeholder">{/beginning/with-a-slash}</code>
are <a class="glossary-hoverable" href="#api-endpoint" title="" parentid="dd-api-endpoint">endpoints</a> from
the
<a class="glossary-hoverable" href="#base-url" title="" parentid="dd-base-url">base URL</a>, i.e.,
<code>https://<a class="glossary-hoverable" href="#cluster-domain" title="" parentid="dd-cluster-domain">CLUSTER_DOMAIN</a></code>
(or <code>https://algorithmia.com</code> for non-Enterprise clusters).
</li>
<dl class="indented-example">
<dt id="example-term-with-placeholder">example term with placeholder <code class="placeholder">{PLACEHOLDER_STRING}</code>
</dt>
<dd id="dd-example-term-with-placeholder">
Definition of first term.
</dd>
<dt id="example-term-with-endpoint">example term with endpoint placeholder <code class="placeholder">{/path/to/endpoint}</code>
</dt>
<dd id="dd-example-term-with-endpoint">
Definition of second term.
</dd>
</dl>
<li>
Some definitions reference other glossary terms. Links are hoverable and clickable; on hover, they'll display
the linked definition for quick reference, e.g.:
</li>
<dl class="indented-example">
<dt id="example-term-with-link">example term with link</dt>
<dd id="dd-example-term-with-link">
This term has a hoverable link to the <a class="glossary-hoverable" href="#example-term-with-placeholder" title="" parentid="dd-example-term-with-placeholder">example term with placeholder</a> from above.
</dd>
</dl>
</ul>
</div>
<hr />
<style>
.glossary-index {
display: flex;
flex-wrap: wrap;
padding: 4px;
}
.glossary-index>div {
flex: 50%;
}
</style>
<div class="glossary-index">
<div>
<ul>
<li><a href="#account">account</a></li>
<li><a href="#account-profile">account profile</a></li>
<li><a href="#admin-account">admin account</a></li>
<li><a href="#admin-api-key">admin API key</a></li>
<li><a href="#admin-panel">admin panel</a></li>
<li><a href="#algo-cli">algo CLI</a></li>
<li><a href="#algorithm">algorithm</a></li>
<li><a href="#algorithm-build">algorithm build</a></li>
<li><a href="#algorithm-build-hash">algorithm build hash</a></li>
<li><a href="#algorithm-build-uuid">algorithm build UUID</a></li>
<li><a href="#algorithm-environment">algorithm environment</a></li>
<li><a href="#algorithm-environment-specification">algorithm environment specification</a></li>
<li><a href="#algorithm-environment-specification-uuid">algorithm environment specification UUID</a></li>
<li><a href="#algorithm-environment-uuid">algorithm environment UUID</a></li>
<li><a href="#algorithm-endpoint">algorithm endpoint</a></li>
<li><a href="#algorithm-execution-request">algorithm execution request</a></li>
<li><a href="#algorithm-profile">algorithm profile</a></li>
<li><a href="#algorithm-instance">algorithm instance</a></li>
<li><a href="#algorithm-language">algorithm language</a></li>
<li><a href="#algorithm-owner">algorithm owner</a></li>
<li><a href="#algorithm-pipelining">algorithm pipelining</a></li>
<li><a href="#algorithm-semantic-version">algorithm semantic version</a></li>
<li><a href="#algorithm-template">algorithm template</a></li>
<li><a href="#algorithm-uuid">algorithm UUID</a></li>
<li><a href="#algorithm-vanity-url">algorithm vanity URL</a></li>
<li><a href="#algorithm-version">algorithm version</a></li>
<li><a href="#algorithm-version-hash">algorithm version hash</a></li>
<li><a href="#api">API</a></li>
<li><a href="#api-docs">API docs</a></li>
<li><a href="#api-endpoint">API endpoint</a></li>
<li><a href="#api-key">API key</a></li>
<li><a href="#authenticated-resource-request">authenticated resource request</a></li>
<li><a href="#authentication">authentication</a></li>
<li><a href="#authentication-factor">authentication factor</a></li>
<li><a href="#authentication-token">authentication token</a></li>
<li><a href="#authorization">authorization</a></li>
<li><a href="#base-api-url">base API URL</a></li>
<li><a href="#base-url">base URL</a></li>
<li><a href="#blog">blog</a></li>
<li><a href="#browser-ui">browser UI</a></li>
<li><a href="#caller">caller</a></li>
<li><a href="#collection-owner">collection owner</a></li>
<li><a href="#closed-source-algorithm">closed source algorithm</a></li>
<li><a href="#cluster">cluster</a></li>
<li><a href="#cluster-admin-account">cluster admin account</a></li>
<li><a href="#cluster-domain">cluster domain</a></li>
<li><a href="#cluster-operator">cluster operator</a></li>
<li><a href="#cold-algorithm">cold algorithm</a></li>
<li><a href="#commit">commit</a></li>
<li><a href="#constellation-distributed-serving">Constellation Distributed Serving</a></li>
<li><a href="#consumer">consumer</a></li>
<li><a href="#control-plane-node">control plane node</a></li>
<li><a href="#data-connector">data connector</a></li>
<li><a href="#data-source">data source</a></li>
<li><a href="#data-uri">data URI</a></li>
<li><a href="#developer-center">Developer Center</a></li>
<li><a href="#directory">directory</a></li>
<li><a href="#event-flow">Event Flow</a></li>
<li><a href="#event-listener">event listener</a></li>
<li><a href="#event-manager">event manager</a></li>
<li><a href="#external-data-source">external data source</a></li>
<li><a href="#file">file</a></li>
<li><a href="#folder">folder</a></li>
<li><a href="#general-purpose-node">general purpose node</a></li>
<li><a href="#grafana">Grafana</a></li>
</ul>
</div>
<div>
<ul>
<li><a href="#hosted-data-collection">hosted data collection</a></li>
<li><a href="#hot-algorithm">hot algorithm</a></li>
<li><a href="#http-method">HTTP method</a></li>
<li><a href="#json-web-token">JSON Web Token (JWT)</a></li>
<li><a href="#identity">identity</a></li>
<li><a href="#kibana">Kibana</a></li>
<li><a href="#machine-learning">machine learning (ML)</a></li>
<li><a href="#machine-learning-operations">machine learning operations (MLOps)</a></li>
<li><a href="#master-node">master node</a></li>
<li><a href="#message-broker">message broker</a></li>
<li><a href="#message-broker-connection">message broker connection</a></li>
<li><a href="#ml-service-catalog">ML service catalog</a></li>
<li><a href="#model">model</a></li>
<li><a href="#model-deployment">model deployment</a></li>
<li><a href="#model-explainability">model explainability</a></li>
<li><a href="#model-governance">model governance</a></li>
<li><a href="#model-interpretability">model interpretability</a></li>
<li><a href="#model-monitoring">model monitoring</a></li>
<li><a href="#model-observability">model observability</a></li>
<li><a href="#model-validation">model validation</a></li>
<li><a href="#mothership-cluster">mothership cluster</a></li>
<li><a href="#node">node</a></li>
<li><a href="#open-source-algorithm">open-source algorithm</a></li>
<li><a href="#orchestration-algorithm">orchestration algorithm</a></li>
<li><a href="#org-organization">org/organization</a></li>
<li><a href="#org-admin-account">org admin account</a></li>
<li><a href="#org-profile">org profile</a></li>
<li><a href="#parent-algorithm">parent algorithm</a></li>
<li><a href="#password">password</a></li>
<li><a href="#platform-version">platform version</a></li>
<li><a href="#private-algorithm">private algorithm</a></li>
<li><a href="#producer">producer</a></li>
<li><a href="#public-algorithm">public algorithm</a></li>
<li><a href="#publisher">publisher</a></li>
<li><a href="#record">record</a></li>
<li><a href="#replica">replica</a></li>
<li><a href="#reservation">reservation</a></li>
<li><a href="#resource">resource</a></li>
<li><a href="#resource-request">resource request</a></li>
<li><a href="#resource-uri">resource URI</a></li>
<li><a href="#satellite-cluster">satellite cluster</a></li>
<li><a href="#satellite-launch-instance">satellite launch instance</a></li>
<li><a href="#satellite-version">satellite version</a></li>
<li><a href="#scm-configuration">SCM configuration</a></li>
<li><a href="#scm-connection">SCM connection</a></li>
<li><a href="#scm-provider">SCM provider</a></li>
<li><a href="#secret">secret</a></li>
<li><a href="#secret-store">Secret Store</a></li>
<li><a href="#serialized-model">serialized model</a></li>
<li><a href="#service-account">service account</a></li>
<li><a href="#slot">slot</a></li>
<li><a href="#source-code-management">source code management (SCM)</a></li>
<li><a href="#standard-api-key">standard API key</a></li>
<li><a href="#subscriber">subscriber</a></li>
<li><a href="#test-console">test console</a></li>
<li><a href="#top-level-algorithm">top-level algorithm</a></li>
<li><a href="#topic">topic</a></li>
<li><a href="#trained-model">trained model</a></li>
<li><a href="#user">user</a></li>
<li><a href="#user-account">user account</a></li>
<li><a href="#unilog">UNILOG</a></li>
<li><a href="#warm-algorithm">warm algorithm</a></li>
<li><a href="#web-ide">Web IDE</a></li>
<li><a href="#worker-node">worker node</a></li>
</ul>
</div>
</div>
<hr />
<div id="glossary-definitions">
<dl>
<dt id="account">account <code class="placeholder">{ACCOUNT_NAME}</code></dt>
<dd id="dd-account">
<a class="glossary-hoverable" href="#identity" title="" parentid="dd-identity">Identity</a> on the Algorithmia
platform that may own and/or be used to access a <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resource</a> (e.g., an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>).
</dd>
<dt id="account-profile">account profile <code class="placeholder">{/users/ACCOUNT_NAME}</code></dt>
<dd id="dd-account-profile">
Profile page for an <a class="glossary-hoverable" href="#account" title="" parentid="dd-account">account</a>.
</dd>
<dt id="admin-account">admin account</dt>
<dd id="dd-admin-account">
See <a class="glossary-hoverable" href="#cluster-admin-account" title="" parentid="dd-cluster-admin-account">cluster admin account</a> or <a class="glossary-hoverable" href="#org-admin-account" title="" parentid="dd-org-admin-account">org admin account</a>.
</dd>
<dt id="admin-api-key">admin API key <code class="placeholder">{ADMIN_API_KEY}</code></dt>
<dd id="dd-admin-api-key">
<a class="glossary-hoverable" href="#api-key" title="" parentid="dd-api-key">API key</a> associated with a
specific <a class="glossary-hoverable" href="#cluster-admin-account" title="" parentid="dd-cluster-admin-account">cluster admin account</a>. An admin API key can be used to make specific
administrative <a class="glossary-hoverable" href="#authenticated-resource-request" title="" parentid="dd-authenticated-resource-request">authenticated resource requests</a> through the <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">API</a>. Examples of admin-only requests
include creating and deleting <a class="glossary-hoverable" href="#user-account" title="" parentid="dd-user-account">user accounts</a> and <a class="glossary-hoverable" href="#org-organization" title="" parentid="dd-org-organization">organizations</a>.
</dd>
<dt id="admin-panel">admin panel <code class="placeholder">{/admin}</code></dt>
<dd id="dd-admin-panel">
Navigation bar displaying administrative functionality available to a <a class="glossary-hoverable" href="#cluster-admin-account" title="" parentid="dd-cluster-admin-account">cluster
admin</a>.
</dd>
<dt id="algo-cli">algo CLI</dt>
<dd id="dd-algo-cli">
Algorithmia’s command-line interface tool, called with <code>algo [COMMAND [OPTIONS]]</code>.
</dd>
<dt id="algorithm">algorithm <code class="placeholder">{ALGO_NAME}</code></dt>
<dd id="dd-algorithm">
Microservice on Algorithmia that accepts an input, returns an output, and may have side effects. An algorithm
can only accept a JSON blob, plain text, or binary data as input, and if it returns an output, can only return
these same formats. Algorithms can be <a class="glossary-hoverable" href="#algorithm-pipelining" title="" parentid="dd-algorithm-pipelining">pipelined</a> together with other algorithms. The primary use case for
algorithms on Algorithmia’s platform is to provide functionality for loading and calling <a class="glossary-hoverable" href="#machine-learning" title="" parentid="dd-machine-learning">ML</a> <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">models</a> for inference, but the scope
of tasks that algorithms can perform isn't constrained to this. For example, algorithms can perform conventional
deterministic algorithmic routines (e.g., binary search), can read and write data, can be used to query or send
data to an <a class="glossary-hoverable" href="#external-data-source" title="" parentid="dd-external-data-source">external data source</a> such as a database, can perform utility tasks such
as downloading images and pre-processing structured or unstructured data, and can be configured to orchestrate
all of the above.
</dd>
<dt id="algorithm-build">algorithm build <code class="placeholder">{ALGO_BUILD}</code></dt>
<dd id="dd-algorithm-build">
Specific compiled version of an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>, described by an <a class="glossary-hoverable" href="#algorithm-build-hash" title="" parentid="dd-algorithm-build-hash">algorithm
build hash</a>.
</dd>
<dt id="algorithm-build-hash">algorithm build hash <code class="placeholder">{ALGO_VERSION_HASH}</code></dt>
<dd id="dd-algorithm-build-hash">
Unique value describing an <a class="glossary-hoverable" href="#algorithm-version" title="" parentid="dd-algorithm-version">algorithm version</a> created from a specific Git commit when an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> builds (compiles)
successfully. Synonymous with <a class="glossary-hoverable" href="#algorithm-version-hash" title="" parentid="dd-algorithm-version-hash">algorithm version hash</a>.
</dd>
<dt id="algorithm-build-uuid">algorithm build UUID <code class="placeholder">{BUILD_ID}</code></dt>
<dd id="dd-algorithm-build-uuid">
Globally unique identifier for a specific <a class="glossary-hoverable" href="#algorithm-build" title="" parentid="dd-algorithm-build">algorithm build</a>, in the format <code>1234-1234-1234-1234</code>.
</dd>
<dt id="algorithm-environment">algorithm environment</dt>
<dd id="dd-algorithm-environment">
Predefined, optimized runtime configuration for an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>. Environments usually contain specific <a class="glossary-hoverable" href="#machine-learning" title="" parentid="dd-machine-learning">ML</a> framework
dependencies optimized for Algorithmia’s architecture, and serve as a base upon which additional external
library dependencies can be added if necessary.
</dd>
<dt id="algorithm-environment-specification">algorithm environment specification</dt>
<dd id="dd-algorithm-environment-specification">
Template specifying runtime dependencies that are included in a specific <a class="glossary-hoverable" href="#algorithm-environment" title="" parentid="dd-algorithm-environment">algorithm environment</a>.
</dd>
<dt id="algorithm-environment-specification-uuid">algorithm environment specification UUID <code class="placeholder">{ENV_SPEC_ID}</code></dt>
<dd id="dd-algorithm-environment-specification-uuid">
Globally unique identifier for a specific <a class="glossary-hoverable" href="#algorithm-environment-specification" title="" parentid="dd-algorithm-environment-specification">algorithm environment specification</a>, in the format
<code>1a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d</code>.
</dd>
<dt id="algorithm-environment-uuid">algorithm environment UUID <code class="placeholder">{ENV_ID}</code></dt>
<dd id="dd-algorithm-environment-uuid">
Globally unique identifier for a specific build of an <a class="glossary-hoverable" href="#algorithm-environment-specification" title="" parentid="dd-algorithm-environment-specification">algorithm environment specification</a>, in the format
<code>1a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d</code>.
</dd>
<dt id="algorithm-endpoint">algorithm endpoint <code class="placeholder">{ALGO_ENDPOINT}</code></dt>
<dd id="dd-algorithm-endpoint">
Unique (within an Algorithmia cluster) name identifying a specific <a class="glossary-hoverable" href="#algorithm-version" title="" parentid="dd-algorithm-version">algorithm version</a>, defined as
<code class="placeholder">ALGO_OWNER/ALGO_NAME[/ALGO_VERSION]</code>, where <code class="placeholder">ALGO_VERSION</code> defaults to the latest published version if excluded.
</dd>
<dt id="algorithm-execution-request">algorithm execution request</dt>
<dd id="dd-algorithm-execution-request">
Request made to execute an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> with an optional input.
</dd>
<dt id="algorithm-profile">algorithm profile <code class="placeholder">{/algorithms/ALGO_OWNER/ALGO_NAME}</code>
</dt>
<dd id="dd-algorithm-profile">
Profile page for an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>.
</dd>
<dt id="algorithm-instance">algorithm instance <code class="placeholder">{CALLER_NAME/ALGO_NAME/ALGO_VERSION}</code>
</dt>
<dd id="dd-algorithm-instance">
Individual <a class="glossary-hoverable" href="#replica" title="" parentid="dd-replica">replica</a> of an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> running on
a <a class="glossary-hoverable" href="#worker-node" title="" parentid="dd-worker-node">worker node</a>.
</dd>
<dt id="algorithm-language">algorithm language <code class="placeholder">{ALGO_LANG}</code></dt>
<dd id="dd-algorithm-language">
Programming language in which an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> is written.
</dd>
<dt id="algorithm-owner">algorithm owner <code class="placeholder">{ALGO_OWNER}</code></dt>
<dd id="dd-algorithm-owner">
<a class="glossary-hoverable" href="#account" title="" parentid="dd-account">Account</a> or <a class="glossary-hoverable" href="#org-organization" title="" parentid="dd-org-organization">org</a> that owns
an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>.
</dd>
<dt id="algorithm-pipelining">algorithm pipelining</dt>
<dd id="dd-algorithm-pipelining">
When one <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> calls
another algorithm within an Algorithmia <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a>.
</dd>
<dt id="algorithm-semantic-version">algorithm semantic version <code class="placeholder">{X.Y.Z}</code></dt>
<dd id="dd-algorithm-semantic-version">
Specific published version of an <a class="glossary-hoverable" href="#algorithm-build" title="" parentid="dd-algorithm-build">algorithm build</a>, where <code>X</code>, <code>Y</code>, and <code>Z</code>
represent major version, minor version, and revision, respectively.
</dd>
<dt id="algorithm-template">algorithm template</dt>
<dd id="dd-algorithm-template">
Source code file or collection of files with boilerplate code that serves as a unified starting point for new
<a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithms</a>
that are created.
</dd>
<dt id="algorithm-uuid">algorithm UUID <code class="placeholder">{ALGO_ID}</code></dt>
<dd id="dd-algorithm-uuid">
Globally unique identifier for a specific <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>, in the format
<code>1a2b3c4d-5e6f-7a8b-9c0d-1e2f3a4b5c6d</code>.
</dd>
<dt id="algorithm-vanity-url">algorithm vanity URL</dt>
<dd id="dd-algorithm-vanity-url">
Minimal URL for specific <a class="glossary-hoverable" href="#algorithm-endpoint" title="" parentid="dd-algorithm-endpoint">algorithm endpoint</a> in a <a class="glossary-hoverable" href="#satellite-cluster" title="" parentid="dd-satellite-cluster">satellite</a> deployment.
</dd>
<dt id="algorithm-version">algorithm version <code class="placeholder">{ALGO_VERSION}</code></dt>
<dd id="dd-algorithm-version">
Generic name to refer to a specific <a class="glossary-hoverable" href="#algorithm-build" title="" parentid="dd-algorithm-build">algorithm build</a>, which could be denoted by an <a class="glossary-hoverable" href="#algorithm-semantic-version" title="" parentid="dd-algorithm-semantic-version">algorithm semantic
version</a> or an <a class="glossary-hoverable" href="#algorithm-version-hash" title="" parentid="dd-algorithm-version-hash">algorithm version hash</a>.
</dd>
<dt id="algorithm-version-hash">algorithm version hash <code class="placeholder">{ALGO_VERSION_HASH}</code></dt>
<dd id="dd-algorithm-version-hash">
Unique value describing an <a class="glossary-hoverable" href="#algorithm-version" title="" parentid="dd-algorithm-version">algorithm version</a> created from a specific Git commit when an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>
builds (compiles) successfully. Synonymous with <a class="glossary-hoverable" href="#algorithm-build-hash" title="" parentid="dd-algorithm-build-hash">algorithm build hash</a>.
</dd>
<dt id="api">API <code class="placeholder">{/v1/openapispec}</code></dt>
<dd id="dd-api">
Generic term for individual Algorithmia REST API service. <a class="glossary-hoverable" href="#api-endpoint" title="" parentid="dd-api-endpoint">API endpoints</a> are grouped based on the functionality they provide for
interacting with <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resources</a>. Algorithmia has the
following APIs:<br /><br />
<ul>
<li><code>algorithms</code> : <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> operations</li>
<li><code>users</code> : <a class="glossary-hoverable" href="#account" title="" parentid="dd-account">account</a> operations</li>
<li><code>organizations</code> : <a class="glossary-hoverable" href="#org-organization" title="" parentid="dd-org-organization">organization</a> operations</li>
<li><code>scm</code> : <a class="glossary-hoverable" href="#source-code-management" title="" parentid="dd-source-code-management">source code management</a> operations</li>
<li><code>secrets</code> : <a class="glossary-hoverable" href="#secret-store" title="" parentid="dd-secret-store">Secret Store</a> operations</li>
<li><code>connectors</code> : <a class="glossary-hoverable" href="#data-connector" title="" parentid="dd-data-connector">data connector</a> operations</li>
<li><code>data</code> : <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">data API</a>
operations</li>
<li><code>eventlisteners</code> : <a class="glossary-hoverable" href="#event-flow" title="" parentid="dd-event-flow">Event Flow</a>-based operations</li>
<li><code>eventmanagers</code> : <a class="glossary-hoverable" href="#message-broker" title="" parentid="dd-message-broker">message broker</a> operations</li>
<li><code>builds</code> : <a class="glossary-hoverable" href="#algorithm-build" title="" parentid="dd-algorithm-build">algorithm build</a> operations</li>
<li><code>auth</code> : <a class="glossary-hoverable" href="#authentication-factor" title="" parentid="dd-authentication-factor">authentication factor</a> and <a class="glossary-hoverable" href="#authentication-token" title="" parentid="dd-authentication-token">authentication token</a>
management
</li>
<li><code>usage</code> : <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> usage information</li>
<li><code>invites</code> : <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> invite code management</li>
<li><code>admin</code> : <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> administration operations</li>
<li><code>style</code> : <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> front-end style configuration</li>
<li><code>frontend</code> : <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> front-end configuration</li>
</ul>
</dd>
<dt id="api-docs">API Docs <code class="placeholder">{/api}</code></dt>
<dd id="dd-api-docs">
Documentation for Algorithmia’s <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">API</a>,
listing all available <a class="glossary-hoverable" href="#api-endpoint" title="" parentid="dd-api-endpoint">API
endpoints</a>.
</dd>
<dt id="api-endpoint">API endpoint <code class="placeholder">{/path/to/endpoint}</code></dt>
<dd id="dd-api-endpoint">
<a class="glossary-hoverable" href="#resource-uri" title="" parentid="dd-resource-uri">Resource URI</a> not
including the <a class="glossary-hoverable" href="#base-url" title="" parentid="dd-base-url">
base URL</a>, e.g., <code class="placeholder">/v1/algorithms/ALGO_OWNER/ALGO_NAME/ALGO_VERSION</code>.
</dd>
<dt id="api-key">API key</dt>
<dd id="dd-api-key">
Generic term for a secret <a class="glossary-hoverable" href="#authentication-token" title="" parentid="dd-authentication-token">authentication token</a> associated with a specific <a class="glossary-hoverable" href="#identity" title="" parentid="dd-identity">identity</a>. As a
security best practice, we recommend storing this value in the environment variable
<code>ALGORITHMIA_API_KEY</code>.
</dd>
<dt id="authenticated-resource-request">authenticated resource request</dt>
<dd id="dd-authenticated-resource-request">
Request for a <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resource</a> that
includes one or more <a class="glossary-hoverable" href="#authentication-factor" title="" parentid="dd-authentication-factor">authentication factors</a>.
</dd>
<dt id="authentication">authentication</dt>
<dd id="dd-authentication">
The act of signing on to the Algorithmia platform in order to gain access to an <a class="glossary-hoverable" href="#authentication-token" title="" parentid="dd-authentication-token">authentication
token</a> that can then be used to send <a class="glossary-hoverable" href="#authenticated-resource-request" title="" parentid="dd-authenticated-resource-request">authenticated resource requests</a>.
</dd>
<dt id="authentication-factor">authentication factor</dt>
<dd id="dd-authentication-factor">
Property used to authenticate into an <a class="glossary-hoverable" href="#account" title="" parentid="dd-account">account</a> to access <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resources</a>. Algorithmia uses passwords for authentication into our browser UI.
</dd>
<dt id="authentication-token">authentication token <code class="placeholder">{AUTH_TOKEN}</code></dt>
<dd id="dd-authentication-token">
Special type of <a class="glossary-hoverable" href="#authentication-factor" title="" parentid="dd-authentication-factor">authentication
factor</a> that’s granted as a digital “receipt” upon successful <a class="glossary-hoverable" href="#authentication" title="" parentid="dd-authentication">authentication</a>. A token may have a validity
time limit and may represent a limited set of actions that can be taken on specific <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resources</a>.
</dd>
<dt id="authorization">authorization</dt>
<dd id="dd-authorization">
The act of granting an <a class="glossary-hoverable" href="#identity" title="" parentid="dd-identity">identity</a> access to specific <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resources</a>.
</dd>
<dt id="base-api-url">base API URL <code class="placeholder">{BASE_API_URL | https://api.CLUSTER_DOMAIN}</code>
</dt>
<dd id="dd-base-api-url">
<a class="glossary-hoverable" href="#resource-uri" title="" parentid="dd-resource-uri">Resource URI</a> for
Algorithmia’s <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">API</a>, not including a
specific <a class="glossary-hoverable" href="#api-endpoint" title="" parentid="dd-api-endpoint">endpoint</a>,
e.g., <code>https://api.algorithmia.com</code>.
</dd>
<dt id="base-url">base URL <code class="placeholder">{BASE_URL | https://CLUSTER_DOMAIN}</code></dt>
<dd id="dd-base-url">
<a class="glossary-hoverable" href="#resource-uri" title="" parentid="dd-resource-uri">Resource URI</a> not
including a
specific <a class="glossary-hoverable" href="#api-endpoint" title="" parentid="dd-api-endpoint">endpoint</a>,
e.g., <code>https://algorithmia.com</code>.
</dd>
<dt id="blog">blog <code class="placeholder">{/blog}</code></dt>
<dd id="dd-blog">
Algorithmia site where we share practical, relevant information about <a class="glossary-hoverable" href="#machine-learning" title="" parentid="dd-machine-learning">ML</a>/<a class="glossary-hoverable" href="#machine-learning-operations" title="" parentid="dd-machine-learning-operations">MLOps</a> and the
industry, describe new product features, and announce new partnerships. Algorithmia's blog is located at <a href="https://algorithmia.com/blog" target="_blank" rel="noopener noreferrer">algorithmia.com/blog</a>.
</dd>
<dt id="browser-ui">browser UI</dt>
<dd id="dd-browser-ui">
Algorithmia’s browser-based user interface.
</dd>
<dt id="caller">caller <code class="placeholder">{CALLER_NAME}</code></dt>
<dd id="dd-caller">
<a class="glossary-hoverable" href="#account" title="" parentid="dd-account">Account</a> associated with the <a class="glossary-hoverable" href="#authentication-token" title="" parentid="dd-authentication-token">authentication token</a> used to call an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a>.
</dd>
<dt id="collection-owner">collection owner <code class="placeholder">{COLLECTION_OWNER}</code></dt>
<dd id="dd-collection-owner">
<a class="glossary-hoverable" href="#account" title="" parentid="dd-account">Account</a> or <a class="glossary-hoverable" href="#org-organization" title="" parentid="dd-org-organization">org</a> that owns
a <a class="glossary-hoverable" href="#hosted-data-collection" title="" parentid="dd-hosted-data-collection">hosted data collection</a>.
</dd>
<dt id="closed-source-algorithm">closed-source algorithm</dt>
<dd id="dd-closed-source-algorithm">
<a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">Algorithm</a> published with
source code only visible via <a class="glossary-hoverable" href="#authenticated-resource-request" title="" parentid="dd-authenticated-resource-request">authenticated resource requests</a> from the <a class="glossary-hoverable" href="#account" title="" parentid="dd-account">account</a> or <a class="glossary-hoverable" href="#org-organization" title="" parentid="dd-org-organization">org</a> that
owns the algorithm.
</dd>
<dt id="cluster">cluster</dt>
<dd id="dd-cluster">
Individual instance of Algorithmia’s platform.
</dd>
<dt id="cluster-admin-account">cluster admin account <code class="placeholder">{CLUSTER_ADMIN_NAME}</code></dt>
<dd id="dd-cluster-admin-account">
<a class="glossary-hoverable" href="#account" title="" parentid="dd-account">Account</a> that has administrative
privileges on the <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a>.
Cluster admin and <a class="glossary-hoverable" href="#org-admin-account" title="" parentid="dd-org-admin-account">org admin</a> roles aren’t related.
</dd>
<dt id="cluster-domain">cluster domain <code class="placeholder">{CLUSTER_DOMAIN}</code></dt>
<dd id="dd-cluster-domain">
Specific domain associated with an Algorithmia <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a>, e.g., <code>algorithmia.com</code>. For usage, see <a class="glossary-hoverable" href="#base-url" title="" parentid="dd-base-url">base URL</a>.
</dd>
<dt id="cluster-operator">cluster operator</dt>
<dd id="dd-cluster-operator">
DevOps customer persona that works with Algorithmia I&O to deploy, upgrade, and maintain Algorithmia’s
infrastructure in their Enterprise environment.
</dd>
<dt id="cold-algorithm">cold algorithm</dt>
<dd id="dd-cold-algorithm">
<a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">Algorithm</a> for which no
<a class="glossary-hoverable" href="#algorithm-instance" title="" parentid="dd-algorithm-instance">instances</a>
are currently ready to process <a class="glossary-hoverable" href="#algorithm-execution-request" title="" parentid="dd-algorithm-execution-request">algorithm execution requests</a>.
</dd>
<dt id="commit">commit <code class="placeholder">{COMMIT_HASH}</code></dt>
<dd id="dd-commit">
In <a class="glossary-hoverable" href="#source-code-management" title="" parentid="dd-source-code-management">source code management</a>, a set of changes saved (“committed”) to a
source code repository’s history. Algorithmia uses Git for source code management; in Git, commits contain
metadata about the relationship between a specific commit and other commits in the history of the
repository.
</dd>
<dt id="constellation-distributed-serving">Constellation Distributed Serving <span style="color: purple;">BETA</span>
</dt>
<dd id="dd-constellation-distributed-serving">
Flexible Algorithmia deployment option in which a <a class="glossary-hoverable" href="#mothership-cluster" title="" parentid="dd-mothership-cluster">mothership</a> (any Enterprise <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> with the option enabled) is distinct and separate
from the <a class="glossary-hoverable" href="#satellite-cluster" title="" parentid="dd-satellite-cluster">satellite</a>(s) (a set of containers including <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithms</a> (one satellite to
many algorithms), RabbitMQ, <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">API</a> server,
and a configuration file) for production runtime, thereby decoupling algorithm development from runtime
execution. Constellation enables customers with high security, high availability, or high performance workloads
to easily deploy and serve <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">models</a>
where they need to and in the environment that works best for them. <em><strong>NOTE</strong>: Constellation
requires a separate license and fee. To learn more about Constellation and to get set up using this feature
with your Algorithmia installation, please contact your customer success manager.</em>
</dd>
<dt id="consumer">consumer</dt>
<dd id="dd-consumer">
Not used. See <a class="glossary-hoverable" href="#subscriber" title="" parentid="dd-subscriber">subscriber</a>.
</dd>
<dt id="control-plane-node">control plane node</dt>
<dd id="dd-control-plane-node">
<a class="glossary-hoverable" href="#node" title="" parentid="dd-node">Node</a> in Algorithmia’s Kubernetes
environment that manages <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a>
health and provisioning of <a class="glossary-hoverable" href="#general-purpose-node" title="" parentid="dd-general-purpose-node">general purpose nodes</a> and
<a class="glossary-hoverable" href="#worker-node" title="" parentid="dd-worker-node">worker nodes</a>. Put
another way, this node runs Kubernetes—the orchestration of the containers. Note that this was previously named
<a class="glossary-hoverable" href="#master-node" title="" parentid="dd-master-node">master node</a>.
</dd>
<dt id="data-connector">data connector <code class="placeholder">{CONNECTOR_ID}</code></dt>
<dd id="dd-data-connector">
Specific cloud storage provider to which <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithms</a> can connect natively through a built-in configuration on Algorithmia’s
platform.
</dd>
<dt id="data-source">data source</dt>
<dd id="dd-data-source">
Generic term for <a class="glossary-hoverable" href="#hosted-data-collection" title="" parentid="dd-hosted-data-collection">hosted data collection</a>, <a class="glossary-hoverable" href="#data-connector" title="" parentid="dd-data-connector">data connector</a>, or <a class="glossary-hoverable" href="#external-data-source" title="" parentid="dd-external-data-source">external
data source</a>.
</dd>
<dt id="data-uri">data URI <code class="placeholder">{CONNECTOR_ID://COLLECTION_OWNER/COLLECTION_NAME[/FILE_NAME]}</code></dt>
<dd id="dd-data-uri">
Identifier that describes the location of a <a class="glossary-hoverable" href="#hosted-data-collection" title="" parentid="dd-hosted-data-collection">hosted data collection</a> or native <a class="glossary-hoverable" href="#data-connector" title="" parentid="dd-data-connector">data connector</a> to
the <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">API</a>. The location may be a <a class="glossary-hoverable" href="#file" title="" parentid="dd-file">file</a> “bucket”
(i.e., a <a class="glossary-hoverable" href="#folder" title="" parentid="dd-folder">folder</a> or
<a class="glossary-hoverable" href="#directory" title="" parentid="dd-directory">directory</a>) or a file
itself.
</dd>
<dt id="developer-center">Developer Center <code class="placeholder">{/developers}</code></dt>
<dd id="dd-developer-center">
Quick-reference Algorithmia technical documentation.
</dd>
<dt id="directory">directory <code class="placeholder">{DIR_NAME}</code></dt>
<dd id="dd-directory">
Generic term for “bucket” that can hold <a class="glossary-hoverable" href="#file" title="" parentid="dd-file">files</a>. Used synonymously with <a class="glossary-hoverable" href="#folder" title="" parentid="dd-folder">folder</a>.
</dd>
<dt id="event-flow">Event Flow</dt>
<dd id="dd-event-flow">
<a class="glossary-hoverable" href="#publisher" title="" parentid="dd-publisher">Publisher</a> or <a class="glossary-hoverable" href="#subscriber" title="" parentid="dd-subscriber">subscriber</a>
<a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> configured to
read <a class="glossary-hoverable" href="#record" title="" parentid="dd-record">records</a> from or write
records to a <a class="glossary-hoverable" href="#message-broker" title="" parentid="dd-message-broker">message
broker</a>.
</dd>
<dt id="event-listener">event listener</dt>
<dd id="dd-event-listener">
Not used. See <a class="glossary-hoverable" href="#event-flow" title="" parentid="dd-event-flow">Event Flow</a>.
</dd>
<dt id="event-manager">event manager</dt>
<dd id="dd-event-manager">
Not used. See <a class="glossary-hoverable" href="#message-broker" title="" parentid="dd-message-broker">message
broker</a>.
</dd>
<dt id="external-data-source">external data source</dt>
<dd id="dd-external-data-source">
<a class="glossary-hoverable" href="#data-source" title="" parentid="dd-data-source">Data source</a> to which <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithms</a> can connect using
external standard SDKs and APIs but to which
Algorithmia doesn’t provide a built-in <a class="glossary-hoverable" href="#data-connector" title="" parentid="dd-data-connector">data connector</a> accessible through the <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">API</a>.
</dd>
<dt id="file">file <code class="placeholder">{FILE_NAME}</code></dt>
<dd id="dd-file">
Generic term for file of any type (text, JSON, binary, etc.) in local, <a class="glossary-hoverable" href="#hosted-data-collection" title="" parentid="dd-hosted-data-collection">hosted</a>, cloud, or other
storage.
</dd>
<dt id="folder">folder <code class="placeholder">{FOLDER_NAME}</code></dt>
<dd id="dd-folder">
Generic term for “bucket” that can hold <a class="glossary-hoverable" href="#file" title="" parentid="dd-file">files</a>. Used synonymously with <a class="glossary-hoverable" href="#directory" title="" parentid="dd-directory">directory</a>.
</dd>
<dt id="general-purpose-node">general purpose node</dt>
<dd id="dd-general-purpose-node">
<a class="glossary-hoverable" href="#node" title="" parentid="dd-node">Node</a> in Algorithmia’s Kubernetes
environment that manages and schedules Algorithmia services (with the exception
of <a class="glossary-hoverable" href="#worker-node" title="" parentid="dd-worker-node"> algorithm worker
nodes</a>) providing services such as logging, storage, <a class="glossary-hoverable" href="#source-code-management" title="" parentid="dd-source-code-management">source code
management</a>, billing, etc.
</dd>
<dt id="grafana">Grafana</dt>
<dd id="dd-grafana">
Numeric metrics visualization dashboard provisioned with each Algorithmia Enterprise installation.
</dd>
<dt id="hosted-data-collection">hosted data collection <code class="placeholder">{COLLECTION_NAME}</code></dt>
<dd id="dd-hosted-data-collection">
Object storage hosted on the Algorithmia platform. Data collections are not “file storage” in that they can’t
store
nested data or data with a “<code>/</code>” character in the path.
</dd>
<dt id="hot-algorithm">hot algorithm</dt>
<dd id="dd-hot-algorithm">
<a class="glossary-hoverable" href="#algorithm-instance" title="" parentid="dd-algorithm-instance">Algorithm
instance</a> actively handling an <a class="glossary-hoverable" href="#algorithm-execution-request" title="" parentid="dd-algorithm-execution-request">algorithm execution request</a>.
</dd>
<dt id="http-method">HTTP method</dt>
<dd id="dd-http-method">
Verb used to indicate an interaction with a <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resource</a> through the REST <a class="glossary-hoverable" href="#api" title="" parentid="dd-api">API</a>. Algorithmia primarily uses <code>GET</code>, <code>PUT</code>, <code>POST</code>,
<code>DELETE</code>, <code>HEAD</code>, and <code>PATCH</code> methods.
</dd>
<dt id="json-web-token">JSON Web Token (JWT) <code class="placeholder">{JSON_WEB_TOKEN}</code></dt>
<dd id="dd-json-web-token">
Open, industry-standard RFC 7519 method for representing proof of secure communication between two parties. On
Algorithmia a JWT can be used as an <a class="glossary-hoverable" href="#authentication-token" title="" parentid="dd-authentication-token">authentication token</a> to grant an <a class="glossary-hoverable" href="#identity" title="" parentid="dd-identity">identity</a> access to perform
<a class="glossary-hoverable" href="#authenticated-resource-request" title="" parentid="dd-authenticated-resource-request">authenticated resource requests</a>. If configured, permission
tags can be extracted from a JWT and used to facilitate external management of <a class="glossary-hoverable" href="#org-organization" title="" parentid="dd-org-organization">organization</a> membership and <a class="glossary-hoverable" href="#user" title="" parentid="dd-user">user</a> security roles.
</dd>
<dt id="identity">identity</dt>
<dd id="dd-identity">
Digital representation of a real-world entity that attempts to access a <a class="glossary-hoverable" href="#resource" title="" parentid="dd-resource">resource</a>. This could be a human <a class="glossary-hoverable" href="#user" title="" parentid="dd-user">user</a>, a
<a class="glossary-hoverable" href="#service-account" title="" parentid="dd-service-account">service
account</a>, or a server, for example.
</dd>
<dt id="kibana">Kibana</dt>
<dd id="dd-kibana">
Log query and visualization tool provisioned with each Algorithmia Enterprise installation.
</dd>
<dt id="machine-learning">machine learning (ML)</dt>
<dd id="dd-machine-learning">
Application of artificial intelligence in which a computer system uses algorithms and statistical models to
analyze and draw inferences from patterns in data, learning and adapting in order to make decisions without
following explicit instructions from humans.
</dd>
<dt id="machine-learning-operations">machine learning operations (MLOps)
<dd id="dd-machine-learning-operations">
The discipline of delivering <a class="glossary-hoverable" href="#machine-learning" title="" parentid="dd-machine-learning">ML</a> <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">models</a> through repeatable and efficient workflows.
</dd>
<dt id="master-node">master node</dt>
<dd id="dd-master-node">
Deprecated. See <a class="glossary-hoverable" href="#control-plane-node" title="" parentid="dd-control-plane-node">control plane node</a>.
</dd>
<dt id="message-broker">message broker</dt>
<dd id="dd-message-broker">
Event-processing tool that stores <a class="glossary-hoverable" href="#record" title="" parentid="dd-record">records</a> from <a class="glossary-hoverable" href="#publisher" title="" parentid="dd-publisher">publishers</a> in a log or queue and makes them available to be read
by <a class="glossary-hoverable" href="#subscriber" title="" parentid="dd-subscriber">subscribers</a>.
</dd>
<dt id="message-broker-connection">message broker connection</dt>
<dd id="dd-message-broker-connection">
Connection between Algorithmia and a <a class="glossary-hoverable" href="#message-broker" title="" parentid="dd-message-broker">message broker</a>, configured at either the <a class="glossary-hoverable" href="#cluster" title="" parentid="dd-cluster">cluster</a> or <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> level, depending on the message broker type.
</dd>
<dt id="ml-service-catalog">ML service catalog <code class="placeholder">{/algorithms}</code></dt>
<dd id="dd-ml-service-catalog">
Library of versioned <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithms</a> ready to be served for inference.
</dd>
<dt id="model">model <code class="placeholder">{MODEL_FILE}</code></dt>
<dd id="dd-model">
<a class="glossary-hoverable" href="#machine-learning" title="" parentid="dd-machine-learning">ML</a> model
<a class="glossary-hoverable" href="#file" title="" parentid="dd-file">file</a> that’s ready to be loaded into
an <a class="glossary-hoverable" href="#algorithm" title="" parentid="dd-algorithm">algorithm</a> and used for
inference. Synonymous with <a class="glossary-hoverable" href="#serialized-model" title="" parentid="dd-serialized-model">serialized
model</a> and <a class="glossary-hoverable" href="#trained-model" title="" parentid="dd-trained-model">trained
model</a>. Also used to refer to an <a class="glossary-hoverable" href="#machine-learning" title="" parentid="dd-machine-learning">ML</a> model in a general sense.
</dd>
<dt id="model-deployment">model deployment</dt>
<dd id="dd-model-deployment">
Process of preparing trained <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">models</a>
and deploying them so that they can be consumed programmatically by applications and/or other models.
</dd>
<dt id="model-explainability">model explainability</dt>
<dd id="dd-model-explainability">
Ability to explain how a <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">model</a> was
built and the reasons for its outputs. In some contexts this is used
interchangeably with <a class="glossary-hoverable" href="#model-interpretability" title="" parentid="dd-model-interpretability">model interpretability</a>.
</dd>
<dt id="model-governance">model governance</dt>
<dd id="dd-model-governance">
Process for how a company controls access to <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">models</a>, implements policy surrounding models, and tracks activity of models.
</dd>
<dt id="model-interpretability">model interpretability</dt>
<dd id="dd-model-interpretability">
Ability to understand the cause of a <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">model</a> decision. This can also refer to the ability for a human to understand and
predict a model’s output, or the ability to observe cause and effect by changing model parameters. In some
contexts this is used interchangeably with <a class="glossary-hoverable" href="#model-explainability" title="" parentid="dd-model-explainability">model explainability</a>.
</dd>
<dt id="model-monitoring">model monitoring</dt>
<dd id="dd-model-monitoring">
Ability to assess a <a class="glossary-hoverable" href="#model" title="" parentid="dd-model">model's</a>
performance, accuracy, drift, and errors.