{"id":26010,"date":"2019-07-08T03:10:16","date_gmt":"2019-07-07T22:10:16","guid":{"rendered":"http:\/\/3.85.220.248\/?p=26010"},"modified":"2024-05-01T07:29:25","modified_gmt":"2024-05-01T02:29:25","slug":"the-kmw-solr-audit","status":"publish","type":"post","link":"https:\/\/kmwllc.com\/index.php\/2019\/07\/08\/the-kmw-solr-audit\/","title":{"rendered":"The KMW Solr Audit"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"26010\" class=\"elementor elementor-26010\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-67287b0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"67287b0\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-7fa6d39\" data-id=\"7fa6d39\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e57913f flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-text-editor\" data-id=\"e57913f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\r\n\t\t\t\t\t\t<p>KMW Technology is a leading provider of Solr consulting and Search Professional Services.\u00a0 For over a decade, KMW Technology has worked with some of the largest names in financial services, life sciences, higher education and IT to resolve their complex search problems and unlock new opportunities.\u00a0 The KMW team brings a wide range of search experience and a deep knowledge of Solr internals to ensure successful projects that bring value to customers.<\/p>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-baa4424 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"baa4424\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-004a10b\" data-id=\"004a10b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b23f4e1 flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-text-editor\" data-id=\"b23f4e1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\r\n\t\t\t\t\t\t<p>KMW is now offering a new Search consulting service: The KMW Solr Audit &#8211; a quick time to value audit that covers all aspects of a Search Platform in order to realize the maximum value from your Solr deployment.\u00a0 The KMW Solr Audit focuses on quickly resolving pain points, simplifying operations and unlocking new opportunities leveraging our accumulated experience, industry best practices and the latest offerings from the open source community.\u00a0 The KMW Solr Audit is a program for organizations currently running Solr in production but don\u2019t believe they are getting everything they can out of their search platform.<\/p>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-31826f0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"31826f0\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1118b52\" data-id=\"1118b52\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-989dfb7 flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-text-editor\" data-id=\"989dfb7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\r\n\t\t\t\t\t\t<p>Customer issues addressed by a KMW Solr Audit include:<\/p><ul id=\"mce_3\" class=\"editor-rich-text__tinymce mce-content-body\" role=\"textbox\" contenteditable=\"true\" aria-label=\"Write list\u2026\" aria-autocomplete=\"list\" aria-expanded=\"false\" aria-multiline=\"true\" data-is-placeholder-visible=\"false\"><li>Cluster instability<\/li><li>Query throughput and latency issues<\/li><li>Relevancy issues \/ poor recall or precision<\/li><li>Ingestion \/ index latency concerns<\/li><li>Planning for a Solr upgrade or major platform update<\/li><li>Problematic Hardware\/cluster sizing and\/or scaling issues<\/li><li>Defunct operational practices<\/li><\/ul>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-27a47d5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"27a47d5\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e4663eb\" data-id=\"e4663eb\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1e4c39b flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-heading\" data-id=\"1e4c39b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">The Solr Audit Offering<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-bd53ecd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"bd53ecd\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-d791314\" data-id=\"d791314\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4af6264 flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-text-editor\" data-id=\"4af6264\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\r\n\t\t\t\t\t\t<p>The KMW Solr Audit is a deep dive into an existing Solr platform by Search experts.\u00a0 A team of KMW consultants will review Solr configurations, schemas, query logs, plugins, cluster sizing, web application features and full application architecture.\u00a0 Customer SME\u2019s will be interviewed to identify and prioritize pain points and areas for improvement. The KMW Solr Audit is tailored to each customer\u2019s specific needs to ensure maximum value for the engagement.<\/p>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-8c8e151 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8c8e151\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0d1e479\" data-id=\"0d1e479\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-88a1294 flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-text-editor\" data-id=\"88a1294\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\r\n\t\t\t\t\t\t<p>Areas of Focus<\/p><p>Architecture<\/p><ul><li>Solr Configuration<\/li><li>Schema Configuration<\/li><li>Custom plugin review<\/li><li>Indexing and data transformations<\/li><li>Content enrichment and entity extraction<\/li><li>Query syntax review<\/li><li>Scaling and data volume review<\/li><li>DevOps<\/li><li>Disaster recovery planning<\/li><li>Fault Tolerance \/ High Availability<\/li><li>Security (SSL \/ Authentication \/ Authorization)<\/li><\/ul><p>User Experience<\/p><ul><li>Search UI review<\/li><li>Query parameter reviews<\/li><li>Spell Checking and Autocomplete<\/li><li>Faceting and Analytics<\/li><li>Teasers (static and dynamic)<\/li><li>User behavior tracking<\/li><li>Relevancy tuning<\/li><li>User\/customer specific synonym dictionaries and management<\/li><li>Multi-language search and localization<\/li><\/ul><p>Infrastructure &amp; Ops<\/p><ul><li>Query volume and sizing<\/li><li>Update\/Commit volume and sizing<\/li><li>Monitoring<\/li><li>Query log analytics<\/li><li>Index snapshot\/backup<\/li><li>CI\/CD\/DevOps<\/li><li>Cluster Sizing and Scaling<\/li><\/ul><p>Product \/ IT Roadmap Review<\/p><ul><li>Review of roadmap features \/ goals<\/li><li>Map existing Solr features to roadmap<\/li><li>Recommendations \/ implementation strategies<\/li><li>Sizing of features \u2013 Levels of Effort<\/li><li>Assistance with planning and prioritization\u00a0<\/li><\/ul>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-82a8505 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"82a8505\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e2bcedd\" data-id=\"e2bcedd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-76bd882 flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-text-editor\" data-id=\"76bd882\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"elementor-text-editor elementor-clearfix\">\r\n\t\t\t\t\t\t<p>The key deliverable from the KMW Solr Audit is a consulting report which details all the recommendations, why they are good for the organization and any associated config samples, links or commentary.\u00a0 The recommendations are also scored for complexity of implementation and impact to the business to help with prioritization and planning.\u00a0\u00a0<\/p><p>Solr Audits have lead to impactful findings and recommendations for our customers.\u00a0 Actual KMW customer results have included:<\/p><ul><li>Large reduction in production hardware due to memory and configuration tuning<\/li><li>Significant decrease in the amount of content stored within a PROD search index resulting in less disk space needed<\/li><li>Decrease in average query latency due to enhanced use of autowarming and filter other caches<\/li><li>Increased stability of PROD Solr cluster due to implementing a unified commit strategy<\/li><li>Major improvements to relevancy and precision by replacing wildcards and fuzzy search operators with ngram filters<\/li><li>Identification of most engaged user segments and geo-location from query logs<\/li><li>Resolution of top 10 queries that previously return zero search results<\/li><\/ul><p>If you think a Solr Audit would be a good fit for your organization contact us\u00a0to learn more.<\/p>\t\t\t\t\t\t\t<\/div>\r\n\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-041aae6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"041aae6\" data-element_type=\"section\">\r\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-thegem\"><div class=\"elementor-row\">\r\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-eb51e3e\" data-id=\"eb51e3e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3b5275b flex-horizontal-align-default flex-horizontal-align-tablet-default flex-horizontal-align-mobile-default flex-vertical-align-default flex-vertical-align-tablet-default flex-vertical-align-mobile-default elementor-widget elementor-widget-global elementor-global-28083 elementor-widget-post-navigation\" data-id=\"3b5275b\" data-element_type=\"widget\" data-widget_type=\"post-navigation.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-post-navigation\" role=\"navigation\" aria-label=\"Post Navigation\">\n\t\t\t<div class=\"elementor-post-navigation__prev elementor-post-navigation__link\">\n\t\t\t\t<a href=\"https:\/\/kmwllc.com\/index.php\/2018\/09\/05\/from-search-to-ai-architecture\/\" rel=\"prev\"><span class=\"elementor-post-navigation__link__prev\"><span class=\"post-navigation__prev--label\">Previous Post<\/span><span class=\"post-navigation__prev--title\">From Search to AI Architecture<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"elementor-post-navigation__next elementor-post-navigation__link\">\n\t\t\t\t<a href=\"https:\/\/kmwllc.com\/index.php\/2019\/11\/21\/robotics-search-ai\/\" rel=\"next\"><span class=\"elementor-post-navigation__link__next\"><span class=\"post-navigation__next--label\">Next Post<\/span><span class=\"post-navigation__next--title\">Robotics, Search &#038; AI<\/span><\/span><\/a>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div><\/div>\r\n\t\t<\/section>\r\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Customer issues addressed by a KMW Solr Audit Include:<br \/>\n-Cluster instability<br \/>\n-Query throughput and latency issues<br \/>\n-Relevancy issues \/ poor recall or precision<br \/>\n-Ingestion \/ index latency concerns<br \/>\n-Planning for a Solr upgrade or major platform update<br \/>\n-Problematic Hardware\/cluster sizing and\/or scaling issues<br \/>\n-Defunct operational practices<\/p>\n","protected":false},"author":2,"featured_media":29732,"comment_status":"closed","ping_status":"open","sticky":false,"template":"elementor_theme","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[36,37],"tags":[],"class_list":{"0":"post-26010","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-search","8":"category-solr"},"aioseo_notices":[],"post_meta_fields":{"_wp_page_template":["elementor_theme"],"_edit_lock":["1714530567:7"],"_edit_last":["2"],"_customize_sidebars":["yes"],"thegem_page_data":["a:188:{s:10:\"title_show\";s:7:\"default\";s:11:\"title_style\";s:1:\"2\";s:14:\"title_template\";s:5:\"27835\";s:23:\"title_use_page_settings\";s:1:\"0\";s:12:\"title_xlarge\";s:1:\"0\";s:18:\"title_rich_content\";i:0;s:13:\"title_content\";s:0:\"\";s:21:\"title_background_type\";s:5:\"color\";s:22:\"title_background_image\";s:0:\"\";s:29:\"title_background_image_repeat\";s:1:\"0\";s:27:\"title_background_position_x\";s:6:\"center\";s:27:\"title_background_position_y\";s:3:\"top\";s:21:\"title_background_size\";s:5:\"cover\";s:28:\"title_background_image_color\";s:0:\"\";s:30:\"title_background_image_overlay\";s:0:\"\";s:30:\"title_background_gradient_type\";s:6:\"linear\";s:31:\"title_background_gradient_angle\";s:2:\"90\";s:34:\"title_background_gradient_position\";s:13:\"center 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