SmartFITLab: Intelligent Execution and Validation Platform for 5G Field Interoperability Testing

SmartFITLab: Intelligent Execution and Validation Platform for 5G Field Interoperability Testing | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article SmartFITLab: Intelligent Execution and Validation Platform for 5G Field Interoperability Testing Tongwei Tu This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6866904/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract The rapid deployment of 5G technology necessitates rigorous testing for interoperability among diverse components. However, traditional testing methods often fall short in efficiency and adaptability. To address these shortcomings, we introduce SmartFITLab, an intelligent platform that enhances the interoperability testing process for 5G systems. SmartFITLab employs sophisticated algorithms to intelligently execute test cases and integrates automated testing frameworks, fostering fluid interactions among various network elements while adhering to industry standards. With its machine learning-driven capabilities, the platform optimizes test scenarios and rapidly detects interoperability issues, significantly enhancing testing efficiency. Through extensive experiments, SmartFITLab has demonstrated a notable reduction in error rates and an improvement in testing accuracy compared to conventional methods. The results highlight SmartFITLab's role in promoting effective 5G deployments, serving as a critical tool for telecom stakeholders. Computer Architecture and Engineering Smart Regression Detection Message Sequence Modeling Interoperability Testing Full Text Additional Declarations The authors declare no competing interests. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. 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