{"id":58,"date":"2015-12-14T18:04:38","date_gmt":"2015-12-14T18:04:38","guid":{"rendered":"http:\/\/www.techandtrain.in\/blog\/?p=58"},"modified":"2025-10-22T14:56:52","modified_gmt":"2025-10-22T09:26:52","slug":"one-version-of-truth","status":"publish","type":"post","link":"https:\/\/www.techandtrain.com\/blog\/2015\/12\/one-version-of-truth\/","title":{"rendered":"One version of truth"},"content":{"rendered":"<p>With so many systems, sub systems across the world in web, dark web and internal networks we have various versions of truth in each system. Truth in these systems may or may not be exactly the same version or even be fully\/partially right in all\/few\/one system. We have search across systems but we don&#8217;t have a refined framework to find the right version of truth relative to time. With the proliferation of multiple systems, more and more systems going online, more sensors and mobile devices what we need is truth finder search.<\/p>\n<p>It should be able to search across systems, create various states of truth across time and finally give via differential the truth w.r.t. given time.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>With so many systems, sub systems across the world in web, dark web and internal networks we have various versions of truth in each system. Truth in these systems may or may not be exactly the same version or even be fully\/partially right in all\/few\/one system. We have search across systems but we don&#8217;t have &hellip; <a href=\"https:\/\/www.techandtrain.com\/blog\/2015\/12\/one-version-of-truth\/\" class=\"more-link\">Continue reading <span class=\"screen-reader-text\">One version of truth<\/span> <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":224,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":true,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_post_was_ever_published":false},"categories":[25],"tags":[],"class_list":["post-58","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-information-processing"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2015\/12\/Truth.jpg?fit=1920%2C1056&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p7do02-W","jetpack-related-posts":[{"id":5,"url":"https:\/\/www.techandtrain.com\/blog\/2015\/07\/social-media-solutions\/","url_meta":{"origin":58,"position":0},"title":"Social Media Solutions","author":"Neil Harwani","date":"July 24, 2015","format":false,"excerpt":"Social media is an evolving beast. From few sites and systems few years back to plethora of different sites and systems across the internet accessed from laptop\/desktop\/mobile - this domain is exploding currently. LinkedIn, Twitter, Facebook, Yahoo, Google+, Yelp and so on. List is endless. Everybody is talking of social\u2026","rel":"","context":"In &quot;Social Media&quot;","block_context":{"text":"Social Media","link":"https:\/\/www.techandtrain.com\/blog\/category\/social-media\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2015\/07\/Social-Media.jpg?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2015\/07\/Social-Media.jpg?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2015\/07\/Social-Media.jpg?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2015\/07\/Social-Media.jpg?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2015\/07\/Social-Media.jpg?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":979,"url":"https:\/\/www.techandtrain.com\/blog\/2022\/10\/learnings-from-m-tech-software-systems-semester-1-mid-terms-bits-pilani\/","url_meta":{"origin":58,"position":1},"title":"Learnings from M.Tech. Software Systems &#8211; Semester 1 &#8211; Mid Terms @ BITS Pilani","author":"Neil Harwani","date":"October 23, 2022","format":false,"excerpt":"Learnings from M.Tech. Software Systems - Semester 1 - Mid Terms @ BITS Pilani. Listing down important concepts from Semester 1 for benefit of students elsewhere. Data Structures & Algorithms Design: Time complexity and its generalization for algorithmsStandardization for various types of algorithms to build pseudo code and find time\u2026","rel":"","context":"In &quot;BITS Pilani&quot;","block_context":{"text":"BITS Pilani","link":"https:\/\/www.techandtrain.com\/blog\/category\/bits-pilani\/"},"img":{"alt_text":"Credits: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2022\/10\/IdeasAndLearnings.png?fit=1200%2C924&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2022\/10\/IdeasAndLearnings.png?fit=1200%2C924&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2022\/10\/IdeasAndLearnings.png?fit=1200%2C924&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2022\/10\/IdeasAndLearnings.png?fit=1200%2C924&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2022\/10\/IdeasAndLearnings.png?fit=1200%2C924&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1570,"url":"https:\/\/www.techandtrain.com\/blog\/2026\/05\/how-to-analyze-programming-languages-frameworks-for-top-enterprise-use-cases-part-1\/","url_meta":{"origin":58,"position":2},"title":"How to analyze programming languages &amp; frameworks for top enterprise use cases? &#8211; Part 1","author":"Neil Harwani","date":"May 17, 2026","format":false,"excerpt":"While analyzing various frameworks & programming languages for top 15 enterprise use cases, I could think of below notes augmented by AI. This will be very helpful to analyze and select the right language for your work. Top 15 Software \/ System Use Cases High-frequency trading (HFT) systems Real-time fraud\u2026","rel":"","context":"In &quot;Enterprise Software&quot;","block_context":{"text":"Enterprise Software","link":"https:\/\/www.techandtrain.com\/blog\/category\/enterprise-software\/"},"img":{"alt_text":"Image credit: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Horse.png?fit=853%2C568&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Horse.png?fit=853%2C568&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Horse.png?fit=853%2C568&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Horse.png?fit=853%2C568&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":358,"url":"https:\/\/www.techandtrain.com\/blog\/2018\/09\/history-future-of-information-technology\/","url_meta":{"origin":58,"position":3},"title":"History &#038; Future of Information Technology","author":"Neil Harwani","date":"September 22, 2018","format":false,"excerpt":"Late 1970s - Ethernet Late 1980s & Early 1990s - Internet Late 1990s - Y2K was the trend and revolution of easy operating systems like Windows with word processing and spreadsheets happened. Also, LINUX. ERP, CRM, BPM, HRM and similar software pick up in market. Early 2000s - Internet boom,\u2026","rel":"","context":"In &quot;Internet&quot;","block_context":{"text":"Internet","link":"https:\/\/www.techandtrain.com\/blog\/category\/internet\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2018\/09\/Dream.jpg?fit=1200%2C720&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1561,"url":"https:\/\/www.techandtrain.com\/blog\/2026\/05\/%f0%9f%9a%95-from-traffic-prediction-to-decision-intelligence-a-graph-ml-story\/","url_meta":{"origin":58,"position":4},"title":"\ud83d\ude95 From Traffic Prediction to Decision Intelligence \u2014 A Graph ML Story","author":"Neil Harwani","date":"May 1, 2026","format":false,"excerpt":"Below are insights from my open book assignment \/ exam at IIT GNX converted into a blog-based story with help on AI\/GenAI. This was the most exciting open book assignment \/ exam given by me till now. Open to comments, suggestions, ideas, debates, improvements, corrections, reviews, etc. Feel free to\u2026","rel":"","context":"In &quot;AIML&quot;","block_context":{"text":"AIML","link":"https:\/\/www.techandtrain.com\/blog\/category\/aiml\/"},"img":{"alt_text":"Image credit: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Graphs.jpg?fit=853%2C682&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Graphs.jpg?fit=853%2C682&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Graphs.jpg?fit=853%2C682&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2026\/05\/Graphs.jpg?fit=853%2C682&ssl=1&resize=700%2C400 2x"},"classes":[]},{"id":1271,"url":"https:\/\/www.techandtrain.com\/blog\/2024\/07\/pointers-to-work-with-product-support-at-liferay-part-1\/","url_meta":{"origin":58,"position":5},"title":"Pointers to work with product support at Liferay &#8211; Part 1","author":"Neil Harwani","date":"July 5, 2024","format":false,"excerpt":"Below pointers may help when working with Liferay support to cut response times: 1. How is the vanilla product behaving for your problem area? 2. What are the relevant database tables, source code and configurations saying? Discuss about this early on the ticket 3. Attach any video of the problem\u2026","rel":"","context":"In &quot;Liferay&quot;","block_context":{"text":"Liferay","link":"https:\/\/www.techandtrain.com\/blog\/category\/liferay\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/07\/Support.png?fit=1200%2C677&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/07\/Support.png?fit=1200%2C677&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/07\/Support.png?fit=1200%2C677&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/07\/Support.png?fit=1200%2C677&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/07\/Support.png?fit=1200%2C677&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/58","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/comments?post=58"}],"version-history":[{"count":1,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/58\/revisions"}],"predecessor-version":[{"id":59,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/58\/revisions\/59"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/media\/224"}],"wp:attachment":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/media?parent=58"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/categories?post=58"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/tags?post=58"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}