Обзор подходов к улучшению качества результатов статического анализа программ

Обзор подходов к улучшению качества результатов статического анализа программ

Автор: Герасимов А.Ю.

Журнал: Труды Института системного программирования РАН @trudy-isp-ran

Статья в выпуске: 3 т.29, 2017 года.

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В настоящий момент индустрия создания программ для всевозможного рода вычислительных устройств находится в состоянии бурного развития. Постоянно увеличивающаяся мощность вычислительных систем предоставляет всё новые возможности для создания высокопроизводительных, в том числе - параллельных, программ и программных комплексов. В связи с этим постоянно возрастает сложность программного обеспечения, управляющего вычислительными системами. Из-за высокой сложности программных систем процесс обеспечения качества разрабатываемого программного обеспечения требует новых подходов к процессу проверки корректности программ как на соответствие требованиям пользователей, так и на наличие критических дефектов и уязвимостей безопасности. Одним из методов контроля качества программного обеспечения является применение инструментальных средств программиста, предназначенных для анализа программ. Отрасль создания инструментальных средств статического и динамического анализа программ активно развивается с начала 2000-х годов. Разрабатывается большое количество академических и промышленных сред и инструментов анализа программ. В связи с фундаментальными ограничениями и инженерными компромиссами в угоду производительности и масштабируемости инструменты статического анализа не всегда могут обеспечить отсутствие ошибок первого рода в результатах своей работы. При этом анализ предупреждений инструмента может отнимать значительное время высококвалифицированного эксперта в области разработки и обеспечения качества программного обеспечения. В связи с этим возникает задача улучшения качества результатов работы статических анализаторов программ. Данная статья посвящена обзору методов анализа программ и подходов к улучшению качества работы статических анализаторов. Особое внимание в статье уделяется методам совмещения подходов статического и динамического анализа программ.

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Статический анализ программ, динамический анализ программ, комбинированный анализ программ

Короткий адрес: https://sciup.org/14916443

IDR: 14916443   |   DOI: 10.15514/ISPRAS-2017-29(3)-6

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