Next-Gen уже здесь — как технологии больших данных меняют приложения (Crystal Valentine, SECR-2016) — различия между версиями

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* [http://2016.secr.ru/program/invited-speakers/crystal-valentine Страничка конференции]
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[[Категория:SECR-2016]]
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Версия 21:48, 10 ноября 2017

Докладчик
Crystal Valentine.jpg
Crystal Valentine

От Кремниевой долины до Москвы возникновение платформ для работы с большими данными увеличивает ценность данных как таковых. Понижая себестоимость сбора и анализа данных, эти платформы позволяют извлекать всё больше пользы из имеющейся информации, результатом чего является фундаментальные изменения в архитектуре вычислительных систем. Промышленные «склады» данных и высокопроизводительные кластеры заменяются основанными на общедоступном оборудовании распределёнными системами, позволяющими обрабатывать петабайты гетерогенных данных по доступной стоимости.

Изменения архитектуры повлекли за собой изменения на уровне ПО: авангард новых технологий по работе с большими данными — потоки данных в реальном времени, облачные вычисления, микро-сервисы, алгоритмы искусственного интеллекта, контейнеры и виртуализация, конвергентные системы — меняет парадигмы программирования, создавая новые, ориентированные на данные приложения, одновременно с этим увеличивая эффективность вычислений и продуктивность труда разработчиков. В этом докладе Кристал представит реальные примеры того, как нарождающиеся технологии работы с большими данными формируют основание для следующего поколения корпоративных приложений.

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