Schedule

October 17. Online
1. Starts at 13:00
  - Watch recording
    Talk type: Talk
    SmartData 2022 Opening
    Maksim Statsenko
    Company: Yandex
    Alexey Fyodorov
    Company: JUG Ru Group
    Talk in Russian
2. Starts at 13:15
  - Watch recording
    Talk type: Talk
    Change the unchangeable. Experience rolling mutations onto HDFS data with Spark
    Nikita Blagodarnyi
    Company: Center for Research in Perspective Technologies
    Talk in Russian
    DBMS and Big Data Storage
  - Watch recording
    Talk type: Talk
    Your own ETL tool—it's real
    Mikhail Ivanov
    Company: Tinkoff
    Talk in Russian
    Architecture of Data Platforms
  - Watch recording
    Talk type: Talk
    The metadata processor for data gathering and analysis
    Alexander Nozik
    Company: MIPT
    Talk in Russian
    Architecture of Data Platforms
3. Starts at 13:55
  - Watch recording
    Talk type: Interview
    Interview with Evgeny Ermakov
    Evgeny Ermakov
    Company: Toloka Ai Inc
    Maksim Statsenko
    Company: Yandex
    Alexey Fyodorov
    Company: JUG Ru Group
    Talk in Russian
4. Starts at 14:00
  - Watch recording
    Talk type: Partner’s talk
    Organizing streaming data processing for Big Data
    Evgeny Nenakhov
    Company: МТS Digital
    Talk in Russian
    Architecture of Data Platforms
5. Starts at 14:30
  - Watch recording
    Talk type: Talk
    Evolution of ETL-tools by the example of a single Big Data
    Sattar Gulmamedov
    Company: MTS Digital
    Maxim Martynov
    Company: MTS Digital
    Talk in Russian
    Architecture of Data Platforms
  - Watch recording
    Talk type: Talk
    Data Vault on Greenplum with DBT
    Mark Poroshin
    Company: Smart Prediction Technologies
    Talk in Russian
    Architecture of Data Platforms
  - Watch recording
    Talk type: Talk
    Using Pentaho DI
    Konstantin Sergeev
    Company: SMP Bank
    Talk in Russian
    Data Processing
6. Starts at 15:10
  - Watch recording
    Talk type: Interview
    SmartDataCoffee
    Igor Mosyagin
    Company: Klarna
    Evgeny Ermakov
    Company: Toloka Ai Inc
    Dina Safina
    Company: Ozon Fintech
    Ivan Kanashov
    Company: Tinkoff
    Alexander Andreychenko
    Company: Roche
    Maksim Statsenko
    Company: Yandex
    Talk in Russian
7. Starts at 15:15
  - Watch recording
    Talk type: Partner’s talk
    Digital solution for analyzing the quality of incoming scrap metal
    Dmitry Kuzin
    Company: Axenix
    Talk in Russian
8. Starts at 15:45
  - Watch recording
    Talk type: Talk
    How to build a data lineage. Overview of solutions and our team's experience
    Dmitry Zuev
    Company: Tinkoff
    Talk in Russian
    Data Governance
  - Watch recording
    Talk type: Talk
    The story of how Toloka Ai migrated to Modern Data Stack
    Evgeny Ermakov
    Company: Toloka Ai Inc
    Leonid Kozhinov
    Company: Toloka AI Inc
    Talk in Russian
    Architecture of Data Platforms
  - Watch recording
    Talk type: Talk
    Data Engineering at Microsoft
    Dmitry Anoshin
    Company: Microsoft
    Talk in Russian
    Architecture of Data Platforms
October 18. Online
1. Starts at 07:30
  - Watch recording
    Talk type: Talk
    Opening
    Maksim Statsenko
    Company: Yandex
    Nikolay Markov
    Company: Aligned Research Group
    Talk in Russian
2. Starts at 07:45
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    Talk type: Talk
    What is a Data Mesh and examples of implementation
    Aleksandr Ermakov
    Company: Arenadata
    Talk in Russian
    Architecture of Data Platforms
  - Watch recording
    Talk type: Talk
    Big data is a big responsibility. Experience in data leakage protection for analytical systems
    Alexey Artemov
    Company: Schwarz group
    Talk in Russian
    Data Governance
  - Watch recording
    Talk type: Talk
    How we let users build their ETL
    Alexey Polyansky
    Company: Tinkoff
    Talk in Russian
    Data Processing
3. Starts at 08:00
  - No record
    Talk type: Partner’s BoF-session
    Import substitution of BI solutions. Is everything very bad?
    Natalia Sumtsova
    Company: Axenix
    Anastasia Ostapenko
    Company: Axenix
    Talk in Russian
4. Starts at 08:25
  - Watch recording
    Talk type: Game
    Quiz "Our Game"
    Igor Mosyagin
    Company: Klarna
    Semyon Osipov
    Company: Gett
    Anna Chuvilina
    Company: Yandex
    Alexander Shorin
    Company: Sber
    Maksim Statsenko
    Company: Yandex
    Nikolay Markov
    Company: Aligned Research Group
    Talk in Russian
5. Starts at 08:30
  - Watch recording
    Talk type: Partner’s interview
    Data Engineering in SM Lab
    Alexander Salkov
    Company: SM Lab
    Talk in Russian
6. Starts at 09:00
  - Watch recording
    Talk type: Talk
    How does Product Design affect the development of ETL platform
    Dmitry Zuev
    Company: Tinkoff
    Diana Udartseva
    Company: Tinkoff
    Talk in Russian
    Other
  - Watch recording
    Talk type: Talk
    Columns and vector instructions
    Alexander Borgardt
    Company: duckstax.com
    Talk in Russian
    DBMS and Big Data Storage
  - Watch recording
    Talk type: Talk
    How Data Modeling improves data and report quality and reduces requirements for analyst experience
    Olga Tatarinova
    Company: AGIMA.AI
    Alexey Makhotkin
    Company: MinimalModeling.com
    Talk in Russian
    Architecture of Data Platforms
7. Starts at 09:15
  - No record
    Talk type: Partner’s BoF-session
    Development of internal DE-tools: how to make them used by more than one person
    Alexey Perminov
    Company: МТS Digital
    Daniil Potapov
    Company: МТS Digital, Big Data
    Maxim Bartenev
    Company: МТS Digital
    Talk in Russian
8. Starts at 09:40
  - Watch recording
    Talk type: Interview
    Interview with Alexander Ermakov
    Aleksandr Ermakov
    Company: Arenadata
    Maksim Statsenko
    Company: Yandex
    Nikolay Markov
    Company: Aligned Research Group
    Talk in Russian
9. Starts at 09:45
  - Watch recording
    Talk type: Partner’s talk
    Atypical use of Kafka
    Sergey Storozhenko
    Company: SM Lab
    Talk in Russian
10. Starts at 10:15
  - Watch recording
    Talk type: Talk
    DWH is in production, but now what? Making your DWH users happier
    Igor Mosyagin
    Company: Klarna
    Talk in Russian
    Data Governance
  - Watch recording
    Talk type: Master class
    The many faces of pandas
    Pavel Filonov
    Company: Independent consultant
    Talk in Russian
    Data Processing
  - Watch recording
    Talk type: Talk
    Variety of requirements to Data Warehouse. How to talk to the customer and cover all important issues
    Artem Daineko
    Company: Aviasales
    Talk in Russian
    Data Governance
11. Starts at 11:00
  - Watch recording
    Talk type: Talk
    Summing up online SmartData 2022
    Maksim Statsenko
    Company: Yandex
    Nikolay Markov
    Company: Aligned Research Group
    Maria Lavrova
    Company: JUG Ru Group
    Talk in Russian
October 29. Offline
1. Starts at 07:00
  - Watch recording
    Talk type: Conversation
    In-person Opening SmartData 2022
    Nikolay Markov
    Company: Aligned Research Group
    Alexey Fyodorov
    Company: JUG Ru Group
    Talk in Russian
2. Starts at 07:30
  - Watch recording
    Talk type: Talk
    100 billion messages in Kafka: load and forget
    Denis Efarov
    Company: Odnoklassniki
    Talk in Russian
    Data Processing
  - Watch recording
    Talk type: Talk
    Love and hate Prefect 2.0 after Apache Airflow
    Iuliia Volkova
    Company: Independent consultant
    Talk in Russian
    Data Processing
3. Starts at 08:10
  - Watch recording
    Talk type: Interview
    Interview with Andrei Kuznetsov and Mikhail Maryufich, Odnoklassniki
    Mikhail Maryufich
    Company: Odnoklassniki
    Andrey Kuznetsov
    Company: Odnoklassniki
    Alexey Fyodorov
    Company: JUG Ru Group
    Talk in Russian
4. Starts at 08:45
  - Watch recording
    Talk type: Talk
    Path to the data model for the daily update of the past 100 days
    Maksim Statsenko
    Company: Yandex
    Tatyana Kolmakova
    Company: Yandex
    Talk in Russian
    Architecture of Data Platforms
  - Watch recording
    Talk type: Talk
    Ingest layer of the data platform: mix but do not shake
    Oleg Kochergin
    Company: SberHealth
    Talk in Russian
    Data Processing
5. Starts at 09:25
  - Watch recording
    Talk type: Interview
    Interview with Vasiliy Kutsenko, Pochtatech
    Vasily Kutsenko
    Company: Pochta.Tech
    Nikolay Markov
    Company: Aligned Research Group
    Talk in Russian
6. Starts at 10:00
  - Watch recording
    Talk type: Talk
    How SQL queries are executed in Presto/Trino
    Vladimir Ozerov
    Company: Querify Labs
    Talk in Russian
    DBMS and Big Data Storage
  - Watch recording
    Talk type: Talk
    Distributed high-loaded feature store OK
    Andrey Kuznetsov
    Company: Оdnoklassniki
    Talk in Russian
    Architecture of Data Platforms
7. Starts at 10:40
  - Watch recording
    Talk type: Interview
    Interview with Maxim Statsenko and Tatiana Kolmakova, Yandex
    Maksim Statsenko
    Company: Yandex
    Tatyana Kolmakova
    Company: Yandex
    Nikolay Markov
    Company: Aligned Research Group
    Talk in Russian
8. Starts at 11:45
  - Watch recording
    Talk type: Talk
    Automated Spark application tuning
    Valeriia Dymbitskaia
    Company: oneFactor
    Talk in Russian
    Data Processing
  - Watch recording
    Talk type: Talk
    NiFi scripts as an element of Less Code ETL
    Bronislav Zhitnikov
    Company: Tinkoff
    Talk in Russian
    Data Processing
9. Starts at 12:25
  - Watch recording
    Talk type: Interview
    Interview with Denis Efarov and Sergey Mikhalev, Odnoklassniki
    Denis Efarov
    Company: Odnoklassniki
    Sergey Mikhalev
    Company: Odnoklassniki
    Alexey Fyodorov
    Company: JUG Ru Group
    Talk in Russian
10. Starts at 13:00
  - Watch recording
    Talk type: Talk
    Reliable and scalable data pipelines at OK
    Mikhail Maryufich
    Company: Odnoklassniki
    Talk in Russian
    Architecture of Data Platforms
  - Watch recording
    Talk type: Talk
    Using the GrowthBook platform to manage ML experiments
    Valentin Panovskiy
    Company: more.tv
    Talk in Russian
    MLOps / DevOps
11. Starts at 13:40
  - Watch recording
    Talk type: Interview
    Interview with Bronislav Zhitnikov, Tinkoff
    Bronislav Zhitnikov
    Company: Tinkoff
    Maksim Statsenko
    Company: Yandex
    Talk in Russian
12. Starts at 14:15
  - Watch recording
    Talk type: Talk
    What is DevOps in the world of data warehousing?
    Vasily Kutsenko
    Company: Pochta.Tech
    Talk in Russian
    MLOps / DevOps
  - Watch recording
    Talk type: Talk
    How to load everything in the data catalog and not to die
    Ivan Kanashov
    Company: Tinkoff
    Talk in Russian
    Data Governance
13. Starts at 14:55
  - Watch recording
    Talk type: Interview
    Interview with Valentin Panovsky, more.tv
    Valentin Panovskiy
    Company: more.tv
    Maksim Statsenko
    Company: Yandex
    Talk in Russian
14. Starts at 15:30
  - Watch recording
    Talk type: Talk
    Recovering a distributed database after a crash
    Anton Vinogradov
    Company: Apache Software Foundation
    Talk in Russian
    DBMS and Big Data Storage
15. Starts at 16:15
  - Watch recording
    Talk type: Conversation
    SmartData 2022 Conference Closing
    Maksim Statsenko
    Company: Yandex
    Alexey Fyodorov
    Company: JUG Ru Group
    Talk in Russian

Schedule

October 17. Online

Starts at 13:00

Starts at 13:15

Starts at 13:55

Starts at 14:00

Starts at 14:30

Starts at 15:10

Starts at 15:15

Starts at 15:45

October 18. Online

Starts at 07:30

Starts at 07:45

Starts at 08:00

Starts at 08:25

Starts at 08:30

Starts at 09:00

Starts at 09:15

Starts at 09:40

Starts at 09:45

Starts at 10:15

Starts at 11:00

October 29. Offline

Starts at 07:00

Starts at 07:30

Starts at 08:10

Starts at 08:45

Starts at 09:25

Starts at 10:00

Starts at 10:40

Starts at 11:45

Starts at 12:25