{"id":6829,"date":"2024-12-13T10:38:11","date_gmt":"2024-12-13T10:38:11","guid":{"rendered":"https:\/\/www.tantraanalyst.com\/ta\/?page_id=6829"},"modified":"2024-12-13T11:33:47","modified_gmt":"2024-12-13T11:33:47","slug":"solving-the-data-challenge-of-telecom-aiops","status":"publish","type":"page","link":"https:\/\/www.tantraanalyst.com\/ta\/solving-the-data-challenge-of-telecom-aiops\/","title":{"rendered":"Solving the data challenge of telecom AIOps"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><p>[vc_row fullwidth=&#8221;yes&#8221; css=&#8221;.vc_custom_1626239489812{margin-right: 50px !important;margin-left: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_empty_space height=&#8221;50px&#8221;][vc_single_image image=&#8221;6831&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; style=&#8221;vc_box_shadow_3d&#8221;][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_empty_space height=&#8221;50px&#8221;][vc_column_text]<\/p>\n<h2 class=\"wb-stl-heading3\"><span style=\"color: #000000;\">Solving the data challenge of telecom AIOps<\/span><\/h2>\n<h6><span style=\"color: #808080;\"><strong>\u00a0Prakash Sangam, December 13th, 2024<\/strong><\/span><\/h6>\n<div class=\"wpb_text_column wpb_content_element \">\n<div class=\"wpb_wrapper\">\n<h6><span style=\"color: #808080;\">Artificial Intelligence (AI) is poised to revolutionize cellular networks, from right-sizing the network build to enhancing radio link performance and streamlining operations. One of the most significant impacts will be in optimizing network operations. By leveraging AI-powered solutions, operators can reduce costs, improve reliability, and monetize their data assets more effectively.<\/span><\/h6>\n<h6><span style=\"color: #808080;\">However, realizing the full potential of AI hinges on access to high-quality, sanitized, and verified data. Challenges such as data scarcity, lack of standardized formats, limited end-to-end visibility, privacy, security, and data sovereignty issues impede AI\/ML model development and deployment. To address these obstacles, a comprehensive architecture is essential for collecting, analyzing, and curating data for AI\/ML models.<\/span><\/h6>\n<h6><strong><span style=\"color: #808080;\">This paper offers insights into:<\/span><\/strong><\/h6>\n<ul>\n<li>\n<h6><span style=\"color: #808080;\">Role of AI in telecom networks<\/span><\/h6>\n<\/li>\n<li>\n<h6><span style=\"color: #808080;\">Why valid data is critical for AIOps<\/span><\/h6>\n<\/li>\n<li>\n<h6><span style=\"color: #808080;\">Four steps to holistic data management<\/span><\/h6>\n<\/li>\n<\/ul>\n<script>(function() {\n\twindow.mc4wp = window.mc4wp || {\n\t\tlisteners: [],\n\t\tforms: {\n\t\t\ton: function(evt, cb) {\n\t\t\t\twindow.mc4wp.listeners.push(\n\t\t\t\t\t{\n\t\t\t\t\t\tevent   : evt,\n\t\t\t\t\t\tcallback: cb\n\t\t\t\t\t}\n\t\t\t\t);\n\t\t\t}\n\t\t}\n\t}\n})();\n<\/script><!-- Mailchimp for WordPress v4.12.2 - https:\/\/wordpress.org\/plugins\/mailchimp-for-wp\/ --><form id=\"mc4wp-form-1\" class=\"mc4wp-form mc4wp-form-6713 mc4wp-form-theme mc4wp-form-theme-blue mc4wp-ajax\" method=\"post\" data-id=\"6713\" data-name=\"Solving the data challenge of telecom AIOps\" ><div class=\"mc4wp-form-fields\"><p>\r\n    <label>First Name<\/label>\r\n    <input type=\"text\" name=\"MMERGE7\" placeholder=\"First Name\" required=\"\">\r\n<\/p>\r\n<p>\r\n    <label>Last Name<\/label>\r\n    <input type=\"text\" name=\"MMERGE1\" placeholder=\"Last Name\" required=\"\">\r\n<\/p>\r\n<p>\r\n    <label>Email address<\/label>\r\n    <input type=\"email\" name=\"EMAIL\" placeholder=\"Email\"\r\n    required=\"\">\r\n<\/p>\r\n<p>\r\n    <label>Job Title<\/label>\r\n    <input type=\"text\" name=\"MMERGE6\" placeholder=\"Job Title\" required=\"\">\r\n<\/p>\r\n<p>\r\n    <label>Organization<\/label>\r\n    <input type=\"text\" name=\"MMERGE5\" placeholder=\"Organization\"\r\n    required=\"\">\r\n  <\/p>\r\n<p>\r\n    <label>Phone Number<\/label>\r\n    <input type=\"text\" name=\"MMERGE14\" placeholder=\"Phone Number\">\r\n<\/p>\r\n<p>\r\n    <label>City<\/label>\r\n    <input type=\"text\" name=\"MMERGE2\" placeholder=\"City\" required=\"\">\r\n<\/p>\r\n<p>\r\n    <label>Country<\/label>\r\n    <input type=\"text\" name=\"MMERGE4\" placeholder=\"Country\">\r\n<\/p>\r\n<p>\r\n    <label>Postal Code<\/label>\r\n    <input type=\"text\" name=\"MMERGE15\" placeholder=\"Postal Code\" required=\"\">\r\n<\/p>\r\n<p>\r\n  <label>\r\n\t<input type=\"checkbox\" name=\"mc4wp-subscribe\" value=\"1\" checked\/>\r\n\tI agree to receive communications from Arden Media Company, LLC and Tantra Analyst LLC, and that my contact information is shared with sponsors and agree to receive follow-up communications from the sponsors.\r\n<\/label>\r\n  <\/p>\r\n<p>\r\n\t<input type=\"submit\" value=\"Download\" \/>\r\n<\/p>\r\n<\/div><label style=\"display: none !important;\">Leave this field empty if you're human: <input type=\"text\" name=\"_mc4wp_honeypot\" value=\"\" tabindex=\"-1\" autocomplete=\"off\" \/><\/label><input type=\"hidden\" name=\"_mc4wp_timestamp\" value=\"1777333251\" \/><input type=\"hidden\" name=\"_mc4wp_form_id\" value=\"6713\" \/><input type=\"hidden\" name=\"_mc4wp_form_element_id\" value=\"mc4wp-form-1\" \/><div class=\"mc4wp-response\"><\/div><\/form><!-- \/ Mailchimp for WordPress Plugin -->\n<\/div>\n<\/div>\n<p>[\/vc_column_text][vc_empty_space height=&#8221;50px&#8221;][\/vc_column][\/vc_row]<\/p>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>[vc_row fullwidth=&#8221;yes&#8221; css=&#8221;.vc_custom_1626239489812{margin-right: 50px !important;margin-left: 50px !important;}&#8221;][vc_column width=&#8221;1\/3&#8243;][vc_empty_space height=&#8221;50px&#8221;][vc_single_image image=&#8221;6831&#8243; img_size=&#8221;full&#8221; alignment=&#8221;center&#8221; style=&#8221;vc_box_shadow_3d&#8221;][\/vc_column][vc_column width=&#8221;2\/3&#8243;][vc_empty_space height=&#8221;50px&#8221;][vc_column_text] Solving the data challenge of telecom AIOps \u00a0Prakash Sangam, December 13th, 2024 Artificial Intelligence (AI) is poised to revolutionize cellular networks, from right-sizing the network build to enhancing radio link performance and streamlining operations. One of the most significant impacts [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/template-fullwidth.php","meta":{"footnotes":""},"class_list":["post-6829","page","type-page","status-publish","hentry"],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.tantraanalyst.com\/ta\/wp-json\/wp\/v2\/pages\/6829","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.tantraanalyst.com\/ta\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.tantraanalyst.com\/ta\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.tantraanalyst.com\/ta\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.tantraanalyst.com\/ta\/wp-json\/wp\/v2\/comments?post=6829"}],"version-history":[{"count":0,"href":"https:\/\/www.tantraanalyst.com\/ta\/wp-json\/wp\/v2\/pages\/6829\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.tantraanalyst.com\/ta\/wp-json\/wp\/v2\/media?parent=6829"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}