{"id":154429,"date":"2008-10-01T00:00:00","date_gmt":"2008-10-01T00:00:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/msr-research-item\/automated-software-testing-using-program-analysis\/"},"modified":"2018-10-16T20:14:02","modified_gmt":"2018-10-17T03:14:02","slug":"automated-software-testing-using-program-analysis","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/automated-software-testing-using-program-analysis\/","title":{"rendered":"Automated Software Testing Using Program Analysis"},"content":{"rendered":"<div class=\"asset-content\">\n<p>During the last ten years, code inspection for standard programming errors has largely been automated with static code analysis. During the next ten years, we believe we will see similar progress in automating testing, and specifically test generation, thanks to advances in program analysis, efficient constraint solvers and powerful computers. We present an overview of several related projects currently under way at Microsoft.<\/p>\n<\/div>\n<p><!-- .asset-content --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>During the last ten years, code inspection for standard programming errors has largely been automated with static code analysis. During the next ten years, we believe we will see similar progress in automating testing, and specifically test generation, thanks to advances in program analysis, efficient constraint solvers and powerful computers. We present an overview of [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"msr-content-type":[3],"msr-research-highlight":[],"research-area":[13560],"msr-publication-type":[193715],"msr-product-type":[],"msr-focus-area":[],"msr-platform":[],"msr-download-source":[],"msr-locale":[268875],"msr-post-option":[],"msr-field-of-study":[],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-154429","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-programming-languages-software-engineering","msr-locale-en_us"],"msr_publishername":"IEEE Computer Society","msr_edition":"IEEE Software, Special Issue on Software Development Tools","msr_affiliation":"","msr_published_date":"2008-10-01","msr_host":"","msr_duration":"","msr_version":"","msr_speaker":"","msr_other_contributors":"","msr_booktitle":"","msr_pages_string":"","msr_chapter":"","msr_isbn":"","msr_journal":"IEEE Software, Special Issue on Software Development Tools","msr_volume":"","msr_number":"","msr_editors":"","msr_series":"","msr_issue":"","msr_organization":"","msr_how_published":"","msr_notes":"","msr_highlight_text":"","msr_release_tracker_id":"","msr_original_fields_of_study":"","msr_download_urls":"","msr_external_url":"","msr_secondary_video_url":"","msr_longbiography":"","msr_microsoftintellectualproperty":1,"msr_main_download":"208046","msr_publicationurl":"http:\/\/dx.doi.org\/10.1109\/MS.2008.109","msr_doi":"","msr_publication_uploader":[{"type":"file","title":"ieeesw2008.pdf","viewUrl":"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/ieeesw2008.pdf","id":208046,"label_id":0},{"type":"url","title":"http:\/\/dx.doi.org\/10.1109\/MS.2008.109","viewUrl":false,"id":false,"label_id":0}],"msr_related_uploader":"","msr_attachments":[{"id":0,"url":"http:\/\/dx.doi.org\/10.1109\/MS.2008.109"},{"id":208046,"url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2016\/02\/ieeesw2008.pdf"}],"msr-author-ordering":[{"type":"user_nicename","value":"pg","user_id":33249,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=pg"},{"type":"user_nicename","value":"jhalleux","user_id":32253,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=jhalleux"},{"type":"user_nicename","value":"adityan","user_id":30829,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=adityan"},{"type":"user_nicename","value":"sriram","user_id":33711,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=sriram"},{"type":"user_nicename","value":"schulte","user_id":33552,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=schulte"},{"type":"user_nicename","value":"nikolait","user_id":33102,"rest_url":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/microsoft-research\/v1\/researchers?person=nikolait"},{"type":"text","value":"Michael Y. Levin","user_id":0,"rest_url":false}],"msr_impact_theme":[],"msr_research_lab":[199562],"msr_event":[],"msr_group":[],"msr_project":[170993,169913,169746],"publication":[],"video":[],"download":[],"msr_publication_type":"article","related_content":{"projects":[{"ID":170993,"post_title":"Tools for Software Engineers","post_name":"tools-for-software-engineers","post_type":"msr-project","post_date":"2012-06-29 06:20:39","post_modified":"2021-11-12 09:09:39","post_status":"publish","permalink":"https:\/\/www.microsoft.com\/en-us\/research\/project\/tools-for-software-engineers\/","post_excerpt":"The mission of Microsoft's One Engineering System (formerly known as Tools for Software Engineers) team is to enable the world's best product engineering teams with world-class tools and systems that help them ship products their customers love. 1ES provides tools and services to cover the full spectrum of the engineering life-cycle, from the developer desktop to product deployment. 1ES focuses on engineering solutions that mitigate the unique scale challenges that Microsoft teams face, both in&hellip;","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/170993"}]}},{"ID":169913,"post_title":"The Yogi Project","post_name":"the-yogi-project","post_type":"msr-project","post_date":"2007-08-01 19:01:06","post_modified":"2019-11-18 15:28:14","post_status":"publish","permalink":"https:\/\/www.microsoft.com\/en-us\/research\/project\/the-yogi-project\/","post_excerpt":"Yogi is a research project within the Rigorous Software Engineering group at Microsoft Research India on software property checking. Our goal is to build a scalable software property checker by systematically combining static analysis with testing.","_links":{"self":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-project\/169913"}]}},{"ID":169746,"post_title":"Pex and Moles - Isolation and White Box Unit Testing for .NET","post_name":"pex-and-moles-isolation-and-white-box-unit-testing-for-net","post_type":"msr-project","post_date":"2007-02-21 17:06:41","post_modified":"2017-06-02 11:21:12","post_status":"publish","permalink":"https:\/\/www.microsoft.com\/en-us\/research\/project\/pex-and-moles-isolation-and-white-box-unit-testing-for-net\/","post_excerpt":"Pex automatically generates test suites with high code coverage using automated white box analysis. Pex is a Visual Studio add-in for testing .NET Framework applications. Moles supports unit testing by providing isolation by way of detours and stubs. The Moles framework is provided with Pex, or can be installed by itself as a Microsoft Visual Studio add-in. NEW: IntelliTest in Visual Studio 2015 is the evolution of Pex. 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