~/talks

Andrey Aksenov

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titleconferencedate
On the history and future of searchSaint HighLoad++ 20222022-09-22
A 30-minute overview of the 60-year history and future of search engines, surveying the major theories and techniques that have been tried. Covers which search…
Talk in Russian on
The Future Backend Conf 2019 (РИТ++)2019-05-27
A fast retrospective that measures past leaps and makes concrete forecasts: CPU clocks go from 66 MHz Pentium to gigahertz-class, disk sizes from 500 MB in a…
Talk on
Learning to Rank, a LittleHighLoad++ Siberia 20182018-06-25
Shows how to build a custom ranking formula for search results, train a simple machine‑learning model to produce ranking scores, and evaluate whether the…
Talk in Russian on
What we know about hashesBackend Conf 20182018-05-28
Explains how hash tables (associative arrays) are used in industry, what their internal behavior and performance characteristics are, and sets realistic…
Talk in Russian on
Why It Won't Be Found!HighLoad++ 20172017-11-07
Talk examines practical ways to improve search quality, focusing on evaluating and measuring search relevance beyond simplistic thumb-rule checks. It covers…
Talk in Russian on
I Want to Compress EverythingHighLoad++ 20172017-11-07
Overview of data compression techniques and how choosing the right compression scheme can both save disk/memory and sometimes speed up code. Covers compression…
Talk in Russian on
The Magic of CompressionHighload fwdays'172017-10-14
Covers data compression techniques and their practical use for high-load systems, discussing algorithms and tools for reducing storage and bandwidth. Explains…
Talk in Russian on
Curriculum for a Highload GuruHighLoad++ 20152015-11-02
A practical checklist of keywords and topics for training to work on high-load systems, covering fundamental data structures and algorithms plus the many…
Talk in Russian on
How MySQL Replication WorksHighLoad++ 20142014-10-31
Explains replication types (synchronous, asynchronous, semi-synchronous; master-master vs master-slave) and how MySQL implements them across versions. Covers…
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Choosing a Search Engine with Your HeadHighLoad++ 20142014-10-31
Practical guide to building search: how to implement a simple custom search in one hour, one evening, or one week and when that effort is justified. Compares…
Talk in Russian on
Sphinx 2013HighLoad++ 20132013-10-28
Sphinx 2.1/2.2 adds concrete, usable features: built‑in adaptive HA and replica load shifting, full JSON document storage with real‑time insert/replace and a…
Talk on
How Search WorksHighLoad++ 20122012-10-22
Explains how search engines are built, covering the architecture and components of search systems used in high-load environments. Describes technologies and…
Talk in Russian on
The Creeping Server, the Lurking DiodeHighLoad++ 20122012-10-22
A talk titled “The Crouching Server, Hidden Diode” discusses debugging and protecting high-load server systems by diagnosing subtle hardware-level faults (like…
Talk in Russian on
Andrey Aksyonov at RIT++ 2012РИТ++ 20122012-04-02
Describes the creation and evolution of the open-source Sphinx search engine for embedding in websites and apps, including its integration with morphological…
Talk in Russian on
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