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Use Cases
11
- Watch recording
  Using Probabilistic Data Structures to Optimise ETL Processes
  - Dmitrii Vertlib
    Chestnyj znak
  In RussianComplexity -
- Watch recording
  ML Inference Neural Network Services in Yandex Advertising
  - Dmitrii Ulianin
    Yandex
  In RussianComplexity -
- Watch recording
  How to Build a RAG Pipeline Using LLamaIndex
  - Alsu Nurutdinova
    Positive Technologies
  - Alina Kocheva
    Positive Technologies
  In RussianComplexity -
- Watch recording
  From Hype to Production: Data Mesh on Airflow + dbt
  - Nikita Yurasov
    Toloka
  - Leonid Kozhinov
    Toloka
  In RussianComplexity -
- Watch recording
  How We Reduced the TTM of Dashboard Creation
  - Anar Baghirov
    Avito
  Room 2In RussianComplexity -
- Watch recording
  dbt in Action: Real-life Case Studies and Lifehacks
  - Antony Aleksandrov
    Detsky Mir
  Room 2In RussianComplexity -
- Watch recording
  Every Byte Is worth Its Weight in Gold. Experience of Building a DMP in Yandex Advertising
  - Aleksei Stytsenko
    Yandex
  Room 1In RussianComplexity -
- Watch recording
  How We Tested 5 Ways to Upload Data to Greenplum and What Was the Outcome
  - Tatiana Didova
    AERO
  Room 2In RussianComplexity -
- Watch recording
  From Manual Labour to Automatic Generation of Data Quality Checks
  - Aleksandr Madumarov
    Innovation Centre "Bezopasnyj transport" GKU CODD
  Room 3In RussianComplexity -
- Watch recording
  VKontakte Serialiser Optimisations
  - Ilia Kokorin
    VK
  - Ilia Asadullin
    VK
  Room 3In RussianComplexity -
- Watch recording
  The State of Data, RU Edition
  - Oleg Kochergin
    Positive Technologies
  Room 2In RussianComplexity -
Database Internals
11
- Watch recording
  Sharded and Distributed Are Not the Same: What You Must Know When PostgreSQL Is Not Enough
  - Evgenii Ivanov
    Yandex
  - Oleg Bondar
    Yandex
  In RussianComplexity -
- Watch recording
  Optimisation of Partition Allocation in a Sequence of Distributed Data Processing Tasks
  - Milena Bulkina
    T-Bank
  In RussianComplexity -
- Watch recording
  Writing Your Own Cluster Manager for Apache Spark
  - Aleksandr Tokarev
    Yandex
  Room 1In RussianComplexity -
- Watch recording
  How We Swapped Apache Kafka for Redpanda
  - Roman Ananev
    Avito
  Room 2In RussianComplexity -
- Watch recording
  Data Sketches — Fast, Cheap and (Almost) Accurate!
  - Sergey Zhemzhitsky
    Arenadata
  Room 3In RussianComplexity -
- Watch recording
  How We're Making Cloud-based Greenplum
  - Leonid Borchuk
    Yandex Cloud
  Room 3In RussianComplexity -
- Watch recording
  Let's Ditch Java to Massively Accelerate Spark/Presto... Or Not Yet?
  - Pavel Solodovnikov
    CedrusData
  Room 3In RussianComplexity -
- Watch recording
  Schema Registry: Ultimate Guide
  - Timofei Brunko
    Yandex Cloud
  Room 2In RussianComplexity -
- Watch recording
  Apache Arrow: Faster, Lower, Harder
  - Evgenii Glotov
    Autotech
  Room 1In RussianComplexity -
- Watch recording
  One More Way to Make Backup in Ignite
  - Nikolai Izhikov
    Apache Software Foundation
  Room 2In RussianComplexity -
- Watch recording
  Storage for the Lake
  - Aleksandr Kazanskii
    T-Bank
  Room 3In RussianComplexity -
Data Management
8
- Watch recording
  Assessing Data Pipeline Quality & Sanity with Data Angiograms
  - Sri Vishnu Chanderraju
    CueZen
  Complexity -
- Watch recording
  How We Reduced the TTM of Dashboard Creation
  - Anar Baghirov
    Avito
  Room 2In RussianComplexity -
- Watch recording
  Data Quality Tools: How, What for, Why. T-Bank's Experience
  - Dmitrii Rudnev
    T-Bank
  Room 1In RussianComplexity -
- Watch recording
  Data Mesh: Expectations vs Reality
  - Petr Gurinov
    Lemana PRO (Leroy Merlin)
  Room 1In RussianComplexity -
- Watch recording
  Data Lineage: How to Set It Up in a Technology Zoo and Why It Is Needed
  - Bulat Usmanov
    Kuper (ex-SberMarket)
  Room 2In RussianComplexity -
- Watch recording
  How to Quickly Launch the Data Catalogue Process in a Company Using DataHub as an Example
  - Natalia Zhuravleva
    Ozon
  Room 1In RussianComplexity -
- Watch recording
  From Manual Labour to Automatic Generation of Data Quality Checks
  - Aleksandr Madumarov
    Innovation Centre "Bezopasnyj transport" GKU CODD
  Room 3In RussianComplexity -
- Watch recording
  How Do You Put Two Exabytes of Data in Order?
  - Maksim Gudzikevich
    Yandex
  - Kirill Osintsev
    Yandex
  Room 1In RussianComplexity -
Data Tools
8
- Watch recording
  Airbyte. 2 Years in Production
  - Aleksandra Popova
    SberHealth
  In RussianComplexity -
- Watch recording
  Problems with Processing Excel Files in Apache NiFi and How to Solve Them
  - Igor Shemarov
    Axenix
  In RussianComplexity -
- Watch recording
  From Hype to Production: Data Mesh on Airflow + dbt
  - Nikita Yurasov
    Toloka
  - Leonid Kozhinov
    Toloka
  In RussianComplexity -
- Watch recording
  How Apache Iceberg Works Using Trino as an Example
  - Vladimir Ozerov
    CedrusData
  Room 1In RussianComplexity -
- Watch recording
  Snowplow: The Lost Guide
  - Oleg Kochergin
    Positive Technologies
  Room 3In RussianComplexity -
- Watch recording
  NiFi. Writing Code for a Codeless System
  - Bronislav Zhitnikov
    Positive Technologies
  Room 3In RussianComplexity -
- Watch recording
  Event Processing in Snowplow: From Collection to Analytics
  - Vladimir Sedelnikov
    Detsky Mir
  - Mariia Buchenkova
    Detsky Mir
  Room 3In RussianComplexity -
- Watch recording
  Autogeneration of Synthetic Data Using ML Algorithms
  - Danila Samoshkin
    Neoflex
  - Anastasiia Kotkova
    Neoflex
  Room 2In RussianComplexity -
Architecture of Data Platforms
4
- Watch recording
  How a Rabbit Ate a Green Plum and Didn't Die: A Tale of Migration to Iceberg
  - Valentin Panovskiy
    BestDoctor
  Room 3In RussianComplexity -
- Watch recording
  Data Vault 2.0. When to Implement, Analysis of the Main Problems of Methodology Application When Building DWH on Greenplum
  - Denis Lukianov
    Ecom.tech
  Room 3In RussianComplexity -
- Watch recording
  A Recipe for a Streaming Data Processing Platform on Apache Flink
  - Danil Sabirov
    Yandex.Taxi Technologies
  Room 2In RussianComplexity -
- Watch recording
  CDC from Source to Storage: How Bank Sinara Built CDC Using Arenadata Products
  - Ivan Klimenko
    Arenadata
  Room 2In Russian
Streaming
3
- Watch recording
  Debezium Engine: A Practical Usage Guide
  - Anastasiya Sashina
    T-Bank
  In RussianComplexity -
- Watch recording
  How We Swapped Apache Kafka for Redpanda
  - Roman Ananev
    Avito
  Room 2In RussianComplexity -
- Watch recording
  How We Build a Distributed Tracing System in Which You Can Lose Data
  - Igor Baliuk
    Avito
  Room 1In RussianComplexity -
DataOps
3
- Watch recording
  CI/CD in a Large On-premise Datalake Project
  - Nikita Blagodarnyi
    Chestnyj znak
  - Aleksandra Chekmareva (Kitchenko)
    Chestnyj znak
  Room 2In RussianComplexity -
- Watch recording
  CI/CD for a Large Data Warehouse
  - Arsenii Biriukov
    T-Bank
  Room 1In RussianComplexity -
- Watch recording
  Pipeline Orchestrator for a Small Team of Engineers and Analysts: How We Use Dagster
  - Dmitrii Krylov
    Bestplace
  - Aleksei Zavalskii
    Bestplace
  Room 1In RussianComplexity -
Cosmos
1
- Watch recording
  This Is Real Space: The Space Industry Today
  - Iana Kharlan
    Bureau 1440
  Room 1In RussianComplexity -
Off Topic
9
- Watch recording
  SmartData 2024 Opening Session
  - Mikhail Lukin
    Sudo
  - Andrey Dmitriev
    JUG Ru Group
  In Russian
- Watch recording
  Interview with Dmitrii Ustyugov
  - Dmitrii Ustiugov
    NTU Singapore
  - Mikhail Lukin
    Sudo
  In Russian
- Watch recording
  Airbyte or NiFi: Two Approaches, Two Tools, One Goal?
  - Anton Bukreev
    Cryptology
  - Nikolay Akimov
    TaskData
  - Vasily Safronov
    Independent expert
  - Bronislav Zhitnikov
    Positive Technologies
  In Russian
- Watch recording
  Alternative Options for Information Perception in the Future of Programming
  - Pavel Filonov
    Independent consultant
  - Nikita Sobolev
    wemake.services
  - Nikolay Markov
    Altenar
  In Russian
- Watch recording
  Summarising the Results of the Online Part of SmartData 2024
  - Mikhail Lukin
    Sudo
  - Andrey Dmitriev
    JUG Ru Group
  In Russian
- Watch recording
  Opening of the Offline Part of SmartData 2024
  - Vladimir Ozerov
    CedrusData
  - Oleg Kochergin
    Positive Technologies
  Room 1In Russian
- No record
  Round Table: Data Mesh
  - Sergei Mukhanov
    Raiffeisen Bank
  - Natalia Khapaeva
    LamodaTech, MTS
  - Dmitrii Rudnev
    T-Bank
  - Petr Gurinov
    Lemana PRO (Leroy Merlin)
  - Dmitry Ibragimov
    Lemana PRO (Leroy Merlin)
  - Dmitry Zuev
    Positive Technologies
  Room 2In RussianOffline activity, not broadcast or recordedActivity is not recorded
- No record
  Lightning Talks
  - Anton Vinogradov
    Apache Software Foundation
  - Alexander Maksimovich
    Gazprombank
  - Sergei Emelianov
    VK / VK Tech
  - Elizaveta Viksne
    VK / RuStore
  - Denis Volkov
    Yandex Cloud
  - Alina Baimasheva
    Domclick
  - Evgenii Dashchenko
    Domclick
  - Ivan Dashchinskii
    SberTech
  - Maksim Statsenko
    Yandex
  Room 1In RussianOffline activity, not broadcast or recordedActivity is not recorded
- Watch recording
  SmartData 2024 Closing Session
  - Vladimir Ozerov
    CedrusData
  - Oleg Kochergin
    Positive Technologies
  Room 1In Russian