~/talks

Alexey Tokar

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titleconferencedate
Bug prediction based on your code historySeleniumCamp 20182018-03-02
The talk presents building a non-static (dynamic) code analyzer that uses machine learning to predict unobvious bugs from a project’s code history. It covers…
Talk in Russian on
Bug prediction based on your code historyJavaDay Ukraine 20172017-11-04
Pipeline links Git commits to Jira tickets and Sonar metrics, extracts ~15 features (time of day, lines changed, package touched, author history) from 18,000…
Talk on
To find a needle in a haystackJavaDay Lviv 20152015-06-14
Compares concrete fuzzy‑search designs and tradeoffs using a real film dataset (700k records, ~3M titles) on a MacBook, measuring index size and latency. Tests…
Talk on
MongoDB in Production — Myth or Reality?JavaDay Kiev 20142014-11-06
Talk examines using MongoDB in production, presenting practical experience and lessons from deployments at Yandex. Covers MongoDB technology, operational…
Talk in Russian on
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