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0;||}||||.airms-new-doc .note {||  background: var(&#8211;bg-subtle);||  border: 1px solid var(&#8211;line);||  border-left: 3px solid #212070;||  padding: 14px 18px;||  margin: 0 0 16px;||  border-radius: 0 var(&#8211;radius-md) var(&#8211;radius-md) 0;||  color: var(&#8211;ink-700);||}||||.airms-new-doc code {||  font-family: var(&#8211;font-mono);||  background: var(&#8211;bg-subtle);||  color: #b81f77;||  padding: 2px 6px;||  border-radius: 4px;||  font-size: 0.87em;||  border: 1px solid var(&#8211;line);||}||||.airms-new-doc .code-block {||  background: var(&#8211;code-bg);||  border-radius: var(&#8211;radius-md);||  margin: 14px 0 22px;||  overflow: hidden;||  box-shadow: 0 8px 24px rgba(33, 32, 112, 0.18);||}||||.airms-new-doc .code-block-header {||  display: flex;||  align-items: center;||  gap: 6px;||  padding: 8px 10px 8px 14px;||  border-bottom: 1px solid var(&#8211;code-line);||}||||.airms-new-doc .code-lang {||  font-family: var(&#8211;font-mono);||  font-size: 11px;||  color: #9b9bc0;||  text-transform: uppercase;||  letter-spacing: 1px;||}||||.airms-new-doc .code-block pre {||  margin: 0;||  padding: 16px 18px 18px;||  font-family: var(&#8211;font-mono);||  font-size: 13.5px;||  line-height: 1.7;||  color: var(&#8211;code-text);||  white-space: pre-wrap;||  word-break: break-word;||  overflow-x: auto;||}||||.airms-new-doc .code-block pre code {||  background: none;||  border: none;||  padding: 0;||  color: inherit;||}||||.airms-new-doc .code-block a {||  color: #f6a3d0;||  background-image: linear-gradient(#f6a3d0, #f6a3d0);||}||||.airms-new-doc .table-wrap {||  overflow-x: auto;||  margin: 14px 0 4px;||  border-radius: var(&#8211;radius-md);||  border: 1px solid var(&#8211;line);||}||||.airms-new-doc table {||  width: 100%;||  border-collapse: collapse;||  font-size: 14px;||}||||.airms-new-doc th {||  background: var(&#8211;indigo-050);||  color: var(&#8211;ink-900);||  font-weight: 600;||  text-align: left;||  padding: 12px 16px;||  font-size: 12px;||  text-transform: uppercase;||  letter-spacing: 0.5px;||  border-bottom: 1px solid var(&#8211;indigo-100);||}||||.airms-new-doc td {||  padding: 12px 16px;||  border-top: 1px solid var(&#8211;line-soft);||  vertical-align: top;||  color: var(&#8211;ink-700);||}||||.airms-new-doc tbody tr:hover {||  background: var(&#8211;bg-subtle);||}||||.airms-new-doc .doc-footer {||  padding: 24px 0 8px;||  text-align: center;||  color: var(&#8211;ink-500);||  font-size: 13px;||}||||@media (max-width: 520px) {||  .airms-new-doc .brand-title { font-size: 24px; }||  .airms-new-doc .doc-section summary { font-size: 21px; }||  .airms-new-doc .eyebrow,||  .airms-new-doc .intro-eyebrow { font-size: 21px; }||}||&#8221;]<\/p>\n<div class=\"airms-new-doc\">\n<header class=\"site-header\"><span class=\"brand-tag\">AIR\u00b7MS Documentation<\/span><\/p>\n<div id=\"spPageCanvasContent\">\n<div class=\"SPCanvas\" data-sp-feature-tag=\"CanvasComponent.internal.bdc14887-412d-4bdb-b385-87caee53450b\">\n<div class=\"bz_o_4ade22aa SPCanvas-canvas\">\n<div class=\"CanvasComponent\">\n<div class=\"a_c_cb6f7c2e Canvas grid Canvas--withLayout v_c_cb6f7c2e\" data-automation-id=\"Canvas\">\n<div class=\"w_c_cb6f7c2e\" data-automation-id=\"CanvasLayout\">\n<div class=\"fui-FluentProvider fui-FluentProvider8 ___13yoiqc f19n0e5 f3e3pzq f1o700av fk6fouc fkhj508 figsok6 f1g96gwp\" dir=\"ltr\">\n<div class=\"a_a_cb6f7c2e a_a_cb6f7c2e root-172 CanvasZone row CanvasZone--alignment CanvasZone--noMargin CanvasZone--read\" data-automation-id=\"CanvasZone\">\n<div class=\"CanvasZoneSectionContainer h_a_cb6f7c2e f_a_cb6f7c2e g_a_cb6f7c2e n_a_cb6f7c2e\" data-automation-id=\"CanvasZone-SectionContainer\">\n<div class=\"a_b_cb6f7c2e s_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl8\" data-automation-id=\"CanvasSection\">\n<div id=\"8f4a17a0-23d8-4932-9879-f6d259f453d8\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div class=\"rte-webpart rte--ck5 rte--read-ck5 rte--paragraphSpacing LightMode uniformSpacingForElements rte--headingSpacing rte--list-rtl css-175\" dir=\"auto\" data-sp-feature-tag=\"Rich Text Editor\" data-sp-feature-instance-id=\"8f4a17a0-23d8-4932-9879-f6d259f453d8\">\n<div class=\"ck-content rteEmphasis root-173 css-174 fixFocusIndicator\" data-automation-id=\"textBox\">\n<div class=\"anchor-h2\">\n<h1><span style=\"color: #00aeef\"><strong>Benchmarking<\/strong><\/span><\/h1>\n<div class=\"et_pb_module et_pb_text et_pb_text_0 et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<p>We made performance comparisons for the SAP HANA system at AIR\u00b7MS comparing:<\/p>\n<ul>\n<li>Execution time<\/li>\n<li>Search time<\/li>\n<li>Data compression ratio<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<div class=\"et_pb_module et_pb_text et_pb_text_1 et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<h2><span style=\"color: #00aeef\"><strong>Execution Time Performance Benchmark<\/strong><\/span><\/h2>\n<p>Here you can find a performance comparison between AIR\u00b7MS using SAP HANA and Microsoft SQL Server.<br \/>\nThe cohort record count for both was 985,092 records.<\/p>\n<table border=\"1\" width=\"1200\">\n<tbody>\n<tr>\n<td><\/td>\n<td><strong>AIR\u00b7MS on SAP HANA<\/strong><\/td>\n<td>&nbsp;<strong>Microsoft SQL Server<\/strong><\/td>\n<\/tr>\n<tr>\n<td>Database Systems<\/td>\n<td><span class=\"TextRun SCXW255529423 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW255529423 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\\\\\&quot;List Paragraph\\\\\\\\&quot;,\\\\\\\\&quot;Subtitle\\\\\\\\&quot;]&quot;]}\">SAP HANA 2.0 SPS05 on Azure Standard M64s (64 <\/span><span class=\"NormalTextRun SCXW255529423 BCX4\" data-ccp-parastyle=\"Normal0\">vCPUs<\/span><span class=\"NormalTextRun SCXW255529423 BCX4\" data-ccp-parastyle=\"Normal0\"> with 1024 GiB memory)<\/span><\/span><span class=\"EOP SCXW255529423 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/td>\n<td><span class=\"TextRun SCXW76348102 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW76348102 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\\\\\&quot;List Paragraph\\\\\\\\&quot;,\\\\\\\\&quot;Subtitle\\\\\\\\&quot;]&quot;]}\">Microsoft SQL Server Enterprise 2019 Azure Standard L32s v2 (32 <\/span><span class=\"NormalTextRun SCXW76348102 BCX4\" data-ccp-parastyle=\"Normal0\">v<\/span><span class=\"NormalTextRun SCXW76348102 BCX4\" data-ccp-parastyle=\"Normal0\">CPUs <\/span><span class=\"NormalTextRun SCXW76348102 BCX4\" data-ccp-parastyle=\"Normal0\">with 256 GiB memory)<\/span><\/span><span class=\"EOP SCXW76348102 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/td>\n<\/tr>\n<tr>\n<td>First Run<\/td>\n<td>174 <span class=\"NormalTextRun SpellingErrorV2Themed SCXW91030613 BCX4\" data-ccp-parastyle=\"Normal0\">ms<\/span><span class=\"NormalTextRun SCXW91030613 BCX4\" data-ccp-parastyle=\"Normal0\"> 268 \u00b5s<\/span><\/td>\n<td><span class=\"TextRun SCXW263540244 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW263540244 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">5 minutes 29 seconds<\/span><\/span><span class=\"EOP SCXW263540244 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/td>\n<\/tr>\n<tr>\n<td>Second Run<\/td>\n<td><span class=\"TextRun SCXW9420325 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW9420325 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">173 <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SpellingErrorHighlight SCXW9420325 BCX4\" data-ccp-parastyle=\"Normal0\">ms<\/span><span class=\"NormalTextRun SCXW9420325 BCX4\" data-ccp-parastyle=\"Normal0\"> 384 \u00b5s<\/span><\/span><span class=\"EOP SCXW9420325 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/td>\n<td><span class=\"TextRun SCXW162468252 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW162468252 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">5 minutes <\/span><span class=\"NormalTextRun SCXW162468252 BCX4\" data-ccp-parastyle=\"Normal0\">36<\/span><span class=\"NormalTextRun SCXW162468252 BCX4\" data-ccp-parastyle=\"Normal0\"> seconds<\/span><\/span><span class=\"EOP SCXW162468252 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/td>\n<\/tr>\n<tr>\n<td>Third Run<\/td>\n<td><span class=\"TextRun SCXW141396601 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW141396601 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">172 <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SpellingErrorHighlight SCXW141396601 BCX4\" data-ccp-parastyle=\"Normal0\">ms<\/span><span class=\"NormalTextRun SCXW141396601 BCX4\" data-ccp-parastyle=\"Normal0\"> 193 \u00b5s<\/span><\/span><span class=\"EOP SCXW141396601 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/td>\n<td><span class=\"TextRun SCXW168356223 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW168356223 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">5 minutes <\/span><span class=\"NormalTextRun SCXW168356223 BCX4\" data-ccp-parastyle=\"Normal0\">36<\/span><span class=\"NormalTextRun SCXW168356223 BCX4\" data-ccp-parastyle=\"Normal0\"> seconds<\/span><\/span><span class=\"EOP SCXW168356223 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/td>\n<\/tr>\n<tr>\n<td><strong><span class=\"TextRun SCXW55279521 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW55279521 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">Average <\/span><span class=\"NormalTextRun SCXW55279521 BCX4\" data-ccp-parastyle=\"Normal0\">execution <\/span><span class=\"NormalTextRun SCXW55279521 BCX4\" data-ccp-parastyle=\"Normal0\">time<\/span><\/span><span class=\"EOP SCXW55279521 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/strong><\/td>\n<td><strong><span class=\"TextRun SCXW164570882 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW164570882 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">173 <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SpellingErrorHighlight SCXW164570882 BCX4\" data-ccp-parastyle=\"Normal0\">ms<\/span><span class=\"NormalTextRun SCXW164570882 BCX4\" data-ccp-parastyle=\"Normal0\"> 281 \u00b5s<\/span><\/span><span class=\"EOP SCXW164570882 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/strong><\/td>\n<td><strong><span class=\"TextRun SCXW210704827 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW210704827 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\\\&quot;List Paragraph\\\\&quot;,\\\\&quot;Subtitle\\\\&quot;]&quot;]}\">5 minutes 33 seconds<\/span><\/span><span class=\"EOP SCXW210704827 BCX4\" data-ccp-props=\"{}\">&nbsp;<\/span><\/strong><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>Example SQL code used to build patient cohort in AIR\u00b7MS<\/h4>\n<pre><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun CommentStart CommentHighlightPipeRest CommentHighlightRest SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\" data-ccp-parastyle-defn=\"{&quot;ObjectId&quot;:&quot;14328aa6-a761-4146-a442-26995435edcc|42&quot;,&quot;ClassId&quot;:1073872969,&quot;Properties&quot;:[469775450,&quot;Normal0&quot;,201340122,&quot;2&quot;,134234082,&quot;true&quot;,134233614,&quot;true&quot;,469778129,&quot;Normal0&quot;,335572020,&quot;1&quot;,469778325,&quot;[\\&quot;List Paragraph\\&quot;,\\&quot;Subtitle\\&quot;]&quot;]}\">select<\/span> <span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">count(<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">*) from (<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">select<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">&nbsp;&nbsp;&nbsp; CDMPHI.CONDITION_OCCURRENCE.PERSON_ID,<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">&nbsp;&nbsp;&nbsp; <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.PERSON.GENDER<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_SOURCE_VALUE as gender,<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">&nbsp;&nbsp;&nbsp; <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.PERSON.RACE<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_SOURCE_VALUE as race,<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">&nbsp;&nbsp;&nbsp; <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.CONCEPT.CONCEPT<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_NAME as diagnosis,<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">&nbsp;&nbsp;&nbsp; <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.CONCEPT.CONCEPT<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_CODE as icd10,<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">&nbsp;&nbsp;&nbsp; CDMPHI.CONDITION_OCCURRENCE.CONDITION_START_DATE as <\/span><span class=\"NormalTextRun SpellingErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">dx_date<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">from CDMPHI.CONDITION_OCCURRENCE<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">join CDMPHI.CONCEPT_RELATIONSHIP on CDMPHI.CONCEPT_RELATIONSHIP.CONCEPT_ID_2 = CDMPHI.CONDITION_OCCURRENCE.CONDITION_CONCEPT_ID<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">join CDMPHI.CONCEPT on <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.CONCEPT.CONCEPT<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_ID = CDMPHI.CONCEPT_RELATIONSHIP.CONCEPT_ID_1<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">join CDMPHI.PERSON on <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.PERSON.PERSON<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_ID = CDMPHI.CONDITION_OCCURRENCE.PERSON_ID<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">where CDMPHI.CONCEPT_RELATIONSHIP.RELATIONSHIP_ID = \u2018Maps to\u2019<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">and <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.CONCEPT.VOCABULARY<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_ID like \u2018%ICD10%\u2019<\/span><\/span><span class=\"LineBreakBlob BlobObject DragDrop SCXW261164825 BCX4\"><span class=\"SCXW261164825 BCX4\">&nbsp;<\/span><br class=\"SCXW261164825 BCX4\"><\/span><span class=\"TextRun SCXW261164825 BCX4\" lang=\"EN-US\" xml:lang=\"EN-US\" data-contrast=\"none\"><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">and <\/span><span class=\"NormalTextRun ContextualSpellingAndGrammarErrorV2Themed SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">CDMPHI.CONCEPT.CONCEPT<\/span><span class=\"NormalTextRun SCXW261164825 BCX4\" data-ccp-parastyle=\"Normal0\">_CODE like \u2018C34%\u2019) as count<\/span><\/span><span class=\"EOP SCXW261164825 BCX4\" data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559740&quot;:360}\">&nbsp;<\/span><\/pre>\n<\/div>\n<\/div>\n<div class=\"et_pb_module et_pb_text et_pb_text_2 et_pb_text_align_left et_pb_bg_layout_light\">\n<div class=\"et_pb_text_inner\">\n<h2><span style=\"color: #00aeef\"><strong>In-memory Search Benchmark<\/strong><\/span><\/h2>\n<p>The following examples show execution time benchmarks for our SAP HANA system.<\/p>\n<\/div>\n<\/div>\n<h2 id=\"air.ms-in-memory-full-text-search-performance-examples\"><strong><span style=\"color: #00aeef\">AIR.MS in-memory full-text search performance examples<\/span><\/strong><\/h2>\n<\/div>\n<pre>Number of indexed notes: 86,893,767<\/pre>\n<div class=\"anchor-h3\">\n<h3 id=\"example-1-show-count-for-notes-containing-an-exact-search-string-acute-kidney-disease-,-broken-down-by-gender\"><span class=\"fontSizeMediumPlus\" style=\"color: #00aeef\"><br \/><span class=\"fontColorThemeSecondary\"><strong>Example 1:<\/strong>&nbsp;Show&nbsp;<strong>count&nbsp;<\/strong>for notes containing an&nbsp;<strong>EXACT&nbsp;<\/strong>search string &#8216;<strong>acute kidney disease<\/strong>&#8216;, broken down by&nbsp;<strong>gender<\/strong><\/span><\/span><\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-content\/uploads\/sites\/342\/2026\/09\/2344342433-example-1-ezgif.com-optimize.gif\"><\/p>\n<\/div>\n<div class=\"anchor-h2\">\n<h2 id=\"anchor\"><\/h2>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"a_b_cb6f7c2e q_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl4\" data-automation-id=\"CanvasSection\">\n<div>\n<div id=\"d59cd5b5-b9bf-4a0a-a137-7f5581f2cde8\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div id=\"vpc_WebPart.SpacerWebPart.internal.d59cd5b5-b9bf-4a0a-a137-7f5581f2cde8\" data-viewport-id=\"WebPart.SpacerWebPart.internal.d59cd5b5-b9bf-4a0a-a137-7f5581f2cde8\">\n<div data-sp-feature-tag=\"SpacerWebPart web part (Spacer)\" data-sp-feature-instance-id=\"d59cd5b5-b9bf-4a0a-a137-7f5581f2cde8\" data-sp-web-part-id=\"8654b779-4886-46d4-8ffb-b5ed960ee986\">\n<div class=\"fui-FluentProvider fui-FluentProvider13 ___1c1870d f1ym3bx4 f1u2r49w f6sp5hn f1mo0ibp fjoy568 ff5ikls f1qumt79 f1bxpd7w\" dir=\"ltr\" data-is-visible=\"true\">\n<div class=\"a_a_4e17a75a m_a_4e17a75a b_a_4e17a75a spacer-179\" role=\"presentation\" aria-hidden=\"true\" aria-label=\"Use up arrow key to decrease height and down arrow key to increase height of Spacer web part at 4 pixels per step.\" data-automation-id=\"SpacerMainContent\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"397f969d-5426-480b-a438-f6b6aac08b1f\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div class=\"rte-webpart rte--ck5 rte--read-ck5 rte--paragraphSpacing LightMode uniformSpacingForElements rte--headingSpacing rte--list-rtl css-175\" dir=\"auto\" data-sp-feature-tag=\"Rich Text Editor\" data-sp-feature-instance-id=\"397f969d-5426-480b-a438-f6b6aac08b1f\">\n<div class=\"ck-content rteEmphasis root-173 css-174 fixFocusIndicator\" data-automation-id=\"textBox\"><span class=\"fontColorThemeSecondary\"><strong>0.31&nbsp;second runtime!<\/strong><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"fui-FluentProvider fui-FluentProvider9 ___13yoiqc f19n0e5 f3e3pzq f1o700av fk6fouc fkhj508 figsok6 f1g96gwp\" dir=\"ltr\">\n<div class=\"a_a_cb6f7c2e a_a_cb6f7c2e root-172 CanvasZone row CanvasZone--alignment CanvasZone--noMargin CanvasZone--read\" data-automation-id=\"CanvasZone\">\n<div class=\"CanvasZoneSectionContainer h_a_cb6f7c2e f_a_cb6f7c2e g_a_cb6f7c2e n_a_cb6f7c2e\" data-automation-id=\"CanvasZone-SectionContainer\">\n<div class=\"a_b_cb6f7c2e t_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl12\" data-automation-id=\"CanvasSection\">\n<div>\n<div id=\"d13c1af9-354b-40c6-85d4-1e773746c004\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div id=\"vpc_WebPart.DividerWebPart.internal.d13c1af9-354b-40c6-85d4-1e773746c004\" data-viewport-id=\"WebPart.DividerWebPart.internal.d13c1af9-354b-40c6-85d4-1e773746c004\">\n<div data-sp-feature-tag=\"DividerWebPart web part (Divider)\" data-sp-feature-instance-id=\"d13c1af9-354b-40c6-85d4-1e773746c004\" data-sp-web-part-id=\"2161a1c6-db61-4731-b97c-3cdb303f7cbb\">\n<div class=\"fui-FluentProvider fui-FluentProvider15 ___1c1870d f1ym3bx4 f1u2r49w f6sp5hn f1mo0ibp fjoy568 ff5ikls f1qumt79 f1bxpd7w\" dir=\"ltr\" data-is-visible=\"true\">\n<div class=\"a_a_533d0e1a\" role=\"presentation\" aria-hidden=\"true\" data-automation-id=\"dividerPlaceholder\">\n<hr class=\"c_a_533d0e1a e_a_533d0e1a b_a_533d0e1a css-182\" role=\"presentation\" aria-hidden=\"true\" data-automation-id=\"dividerLine\">\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"fui-FluentProvider fui-FluentProvider10 ___13yoiqc f19n0e5 f3e3pzq f1o700av fk6fouc fkhj508 figsok6 f1g96gwp\" dir=\"ltr\">\n<div class=\"a_a_cb6f7c2e a_a_cb6f7c2e root-172 CanvasZone row CanvasZone--alignment CanvasZone--noMargin CanvasZone--read\" data-automation-id=\"CanvasZone\">\n<div class=\"CanvasZoneSectionContainer h_a_cb6f7c2e f_a_cb6f7c2e g_a_cb6f7c2e n_a_cb6f7c2e\" data-automation-id=\"CanvasZone-SectionContainer\">\n<div class=\"a_b_cb6f7c2e s_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl8\" data-automation-id=\"CanvasSection\">\n<div id=\"931c92ad-e457-4ea4-ba71-507cc5962576\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div class=\"rte-webpart rte--ck5 rte--read-ck5 rte--paragraphSpacing LightMode uniformSpacingForElements rte--headingSpacing rte--list-rtl css-175\" dir=\"auto\" data-sp-feature-tag=\"Rich Text Editor\" data-sp-feature-instance-id=\"931c92ad-e457-4ea4-ba71-507cc5962576\">\n<div class=\"ck-content rteEmphasis root-173 css-174 fixFocusIndicator\" data-automation-id=\"textBox\">\n<div class=\"anchor-h3\">\n<h3 id=\"example-2-show-count-for-notes-containing-fuzzy-search-string-acute-kidney-disease-,-broken-down-by-gender\"><span class=\"fontSizeMediumPlus\" style=\"color: #00aeef\"><br \/><span class=\"fontColorThemeSecondary\"><strong>Example&nbsp;2:<\/strong>&nbsp;Show&nbsp;<strong>count&nbsp;<\/strong>for&nbsp;notes&nbsp;containing&nbsp;<strong>FUZZY&nbsp;<\/strong>search&nbsp;string&nbsp;&#8216;<strong>acute&nbsp;kidney&nbsp;disease<\/strong>&#8216;, broken&nbsp;down&nbsp;by&nbsp;<strong>gender<\/strong><\/span><\/span><\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-content\/uploads\/sites\/342\/2026\/09\/2818629564-example-2-ezgif.com-optimize.gif\"><\/p>\n<\/div>\n<div class=\"anchor-h3\">\n<h3 id=\"anchor-1\"><\/h3>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"a_b_cb6f7c2e q_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl4\" data-automation-id=\"CanvasSection\">\n<div>\n<div id=\"dc4e8740-3ac8-44ab-9205-7717ca3c918c\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div id=\"vpc_WebPart.SpacerWebPart.internal.dc4e8740-3ac8-44ab-9205-7717ca3c918c\" data-viewport-id=\"WebPart.SpacerWebPart.internal.dc4e8740-3ac8-44ab-9205-7717ca3c918c\">\n<div data-sp-feature-tag=\"SpacerWebPart web part (Spacer)\" data-sp-feature-instance-id=\"dc4e8740-3ac8-44ab-9205-7717ca3c918c\" data-sp-web-part-id=\"8654b779-4886-46d4-8ffb-b5ed960ee986\">\n<div class=\"fui-FluentProvider fui-FluentProvider14 ___1c1870d f1ym3bx4 f1u2r49w f6sp5hn f1mo0ibp fjoy568 ff5ikls f1qumt79 f1bxpd7w\" dir=\"ltr\" data-is-visible=\"true\">\n<div class=\"a_a_4e17a75a m_a_4e17a75a b_a_4e17a75a spacer-179\" role=\"presentation\" aria-hidden=\"true\" aria-label=\"Use up arrow key to decrease height and down arrow key to increase height of Spacer web part at 4 pixels per step.\" data-automation-id=\"SpacerMainContent\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"9e962855-e865-4693-a4f7-d6a469b86721\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div class=\"rte-webpart rte--ck5 rte--read-ck5 rte--paragraphSpacing LightMode uniformSpacingForElements rte--headingSpacing rte--list-rtl css-175\" dir=\"auto\" data-sp-feature-tag=\"Rich Text Editor\" data-sp-feature-instance-id=\"9e962855-e865-4693-a4f7-d6a469b86721\">\n<div class=\"ck-content rteEmphasis root-173 css-174 fixFocusIndicator\" data-automation-id=\"textBox\"><span class=\"fontColorThemeSecondary\"><strong>0.39&nbsp;second runtime!<\/strong><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"fui-FluentProvider fui-FluentProvider11 ___13yoiqc f19n0e5 f3e3pzq f1o700av fk6fouc fkhj508 figsok6 f1g96gwp\" dir=\"ltr\">\n<div class=\"a_a_cb6f7c2e a_a_cb6f7c2e root-172 CanvasZone row CanvasZone--alignment CanvasZone--noMargin CanvasZone--read\" data-automation-id=\"CanvasZone\">\n<div class=\"CanvasZoneSectionContainer h_a_cb6f7c2e f_a_cb6f7c2e g_a_cb6f7c2e n_a_cb6f7c2e\" data-automation-id=\"CanvasZone-SectionContainer\">\n<div class=\"a_b_cb6f7c2e t_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl12\" data-automation-id=\"CanvasSection\">\n<div>\n<div id=\"86ae66c4-1019-44f5-8201-5ab90ae9be07\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div id=\"vpc_WebPart.DividerWebPart.internal.86ae66c4-1019-44f5-8201-5ab90ae9be07\" data-viewport-id=\"WebPart.DividerWebPart.internal.86ae66c4-1019-44f5-8201-5ab90ae9be07\">\n<div data-sp-feature-tag=\"DividerWebPart web part (Divider)\" data-sp-feature-instance-id=\"86ae66c4-1019-44f5-8201-5ab90ae9be07\" data-sp-web-part-id=\"2161a1c6-db61-4731-b97c-3cdb303f7cbb\">\n<div class=\"fui-FluentProvider fui-FluentProvider18 ___1c1870d f1ym3bx4 f1u2r49w f6sp5hn f1mo0ibp fjoy568 ff5ikls f1qumt79 f1bxpd7w\" dir=\"ltr\" data-is-visible=\"true\">\n<div class=\"a_a_533d0e1a\" role=\"presentation\" aria-hidden=\"true\" data-automation-id=\"dividerPlaceholder\">\n<hr class=\"c_a_533d0e1a e_a_533d0e1a b_a_533d0e1a css-182\" role=\"presentation\" aria-hidden=\"true\" data-automation-id=\"dividerLine\">\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"fui-FluentProvider fui-FluentProvider12 ___13yoiqc f19n0e5 f3e3pzq f1o700av fk6fouc fkhj508 figsok6 f1g96gwp\" dir=\"ltr\">\n<div class=\"a_a_cb6f7c2e a_a_cb6f7c2e root-172 CanvasZone row CanvasZone--alignment CanvasZone--noMargin CanvasZone--read\" data-automation-id=\"CanvasZone\">\n<div class=\"CanvasZoneSectionContainer h_a_cb6f7c2e f_a_cb6f7c2e g_a_cb6f7c2e n_a_cb6f7c2e\" data-automation-id=\"CanvasZone-SectionContainer\">\n<div class=\"a_b_cb6f7c2e s_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl8\" data-automation-id=\"CanvasSection\">\n<div id=\"0fd97024-2cd8-42a6-91bf-a6d4a70ed0db\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div class=\"rte-webpart rte--ck5 rte--read-ck5 rte--paragraphSpacing LightMode uniformSpacingForElements rte--headingSpacing rte--list-rtl css-175\" dir=\"auto\" data-sp-feature-tag=\"Rich Text Editor\" data-sp-feature-instance-id=\"0fd97024-2cd8-42a6-91bf-a6d4a70ed0db\">\n<div class=\"ck-content rteEmphasis root-173 css-174 fixFocusIndicator\" data-automation-id=\"textBox\">\n<div class=\"anchor-h3\">\n<h3 id=\"example-3-show-results-for-fuzzy-search-containing-term-ulcerative-colitis-,-and-group-by-note-type\"><span class=\"fontSizeMediumPlus\" style=\"color: #00aeef\"><br \/><span class=\"fontColorThemeSecondary\"><strong>Example 3:<\/strong>&nbsp;Show&nbsp;<strong>results&nbsp;<\/strong>for&nbsp;<strong>FUZZY&nbsp;<\/strong>search&nbsp;containing&nbsp;term&nbsp;&#8216;<strong>ulcerative&nbsp;colitis<\/strong>&#8216;, and&nbsp;group&nbsp;by&nbsp;<strong>Note Type<\/strong><\/span><\/span><\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-content\/uploads\/sites\/342\/2026\/09\/2765645631-example-3-ezgif.com-optimize.gif\"><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"a_b_cb6f7c2e q_b_cb6f7c2e CanvasSection CanvasSection-col CanvasSection-sm12 CanvasSection--read CanvasSection-xl4\" data-automation-id=\"CanvasSection\">\n<div>\n<div id=\"b8ad5e8e-1fa0-4d63-8bc0-89aaac0cbfcf\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div id=\"vpc_WebPart.SpacerWebPart.internal.b8ad5e8e-1fa0-4d63-8bc0-89aaac0cbfcf\" data-viewport-id=\"WebPart.SpacerWebPart.internal.b8ad5e8e-1fa0-4d63-8bc0-89aaac0cbfcf\">\n<div data-sp-feature-tag=\"SpacerWebPart web part (Spacer)\" data-sp-feature-instance-id=\"b8ad5e8e-1fa0-4d63-8bc0-89aaac0cbfcf\" data-sp-web-part-id=\"8654b779-4886-46d4-8ffb-b5ed960ee986\">\n<div class=\"fui-FluentProvider fui-FluentProvider19 ___1c1870d f1ym3bx4 f1u2r49w f6sp5hn f1mo0ibp fjoy568 ff5ikls f1qumt79 f1bxpd7w\" dir=\"ltr\" data-is-visible=\"true\">\n<div class=\"a_a_4e17a75a m_a_4e17a75a b_a_4e17a75a spacer-179\" role=\"presentation\" aria-hidden=\"true\" aria-label=\"Use up arrow key to decrease height and down arrow key to increase height of Spacer web part at 4 pixels per step.\" data-automation-id=\"SpacerMainContent\"><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div id=\"9c445f2f-3f62-4855-87df-13f284f10f78\" class=\"ControlZone ControlZone--clean a_e_cb6f7c2e\" data-automation-id=\"CanvasControl\">\n<div class=\"ControlZone--control\">\n<div class=\"rte-webpart rte--ck5 rte--read-ck5 rte--paragraphSpacing LightMode uniformSpacingForElements rte--headingSpacing rte--list-rtl css-175\" dir=\"auto\" data-sp-feature-tag=\"Rich Text Editor\" data-sp-feature-instance-id=\"9c445f2f-3f62-4855-87df-13f284f10f78\">\n<div class=\"ck-content rteEmphasis root-173 css-174 fixFocusIndicator\" data-automation-id=\"textBox\"><span class=\"fontColorThemeSecondary\"><strong>0.09&nbsp;second runtime!<\/strong><\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"ak_e_4ade22aa\">\n<div id=\"CommentsWrapper\" class=\"y_c_4ade22aa\">\n<div id=\"vpc_Page.CommentsWrapper.internal.2610b4b4-550c-4548-b431-aa3ab709c184\" data-viewport-id=\"Page.CommentsWrapper.internal.2610b4b4-550c-4548-b431-aa3ab709c184\">\n<div class=\"au_h_4ade22aa\" data-sp-feature-tag=\"Comments\" data-sp-feature-instance-id=\"_Comments\">\n<div class=\"abh_ch_4ade22aa\">\n<aside class=\"jv_bi_4ade22aa\" role=\"complementary\" aria-label=\"Social Bar\" data-automation-id=\"sp-socialbar\" data-sp-feature-tag=\"Social bar\" data-sp-feature-instance-id=\"_Social bar\">\n<div class=\"uy_bi_4ade22aa\"><\/div>\n<div class=\"uy_bi_4ade22aa\"><\/div>\n<div><\/div>\n<div class=\"uy_bi_4ade22aa\"><\/div>\n<\/aside>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p><div class=\"et_pb_row et_pb_row_0 et_pb_row_empty\">\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div> Scientific Computing and Data AIR\u2022MS (AI Ready Mount Sinai) AIR\u00b7MS Benchmarking AIR\u00b7MS Documentation Benchmarking We made performance comparisons for the SAP HANA system at AIR\u00b7MS comparing: Execution time Search time Data compression ratio Execution Time Performance Benchmark Here you can find a performance comparison between AIR\u00b7MS using SAP HANA and Microsoft SQL Server. The [&hellip;]<\/p>\n","protected":false},"author":699,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"class_list":["post-15098","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/pages\/15098","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/users\/699"}],"replies":[{"embeddable":true,"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/comments?post=15098"}],"version-history":[{"count":21,"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/pages\/15098\/revisions"}],"predecessor-version":[{"id":15612,"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/pages\/15098\/revisions\/15612"}],"wp:attachment":[{"href":"https:\/\/labs.icahn.mssm.edu\/minervalab\/wp-json\/wp\/v2\/media?parent=15098"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}