SmartData 2021 Opening
Pasha Finkelstein
JetBrains
Igor Mosyagin
Klarna
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Materials
Click on the title to read the talk description. All talks with their short descriptions are here.
Day 1. October 11
Scheduled times are for the zone
Greenplum and Anchor modeling: How dreams shutter against reality
Nikolay Grebenshchikov
Yandex Go
Evgeny Ermakov
Yandex Go
DWH as a product
Evgeny Nikolaev
Avito
Apache Airflow 2.3 and beyond: What comes next?
Ash Berlin-Taylor
Astronomer.io
Conversation on TV
Big Data Tools: Demo
RU
Oleg Chirukhin
JetBrains
Data catalog and data lake based on MongoDB: Building tech stack from scratch
Ivan Begtin
Infoculture
Hadoop 3: Erasure coding catastrophe
Denis Efarov
Odnoklassniki
Delta Lake data layout optimization
Sabir Akhadov
Databricks Inc
Conversation on TV
How cloud changes databases architecture and why we care about it
RU
Alexey Goncharuk
Querify Labs
"Functional" Spark
Dmitry Zuev
Ozon
Trino (Presto) DB: Zero copy lakehouse
Artem Aliev
Huawei
Lessons learned from using machine learning to optimize database configurations
Andy Pavlo
Carnegie Mellon University
Day 2. October 12
Scheduled times are for the zone
Opening
Pasha Finkelstein
JetBrains
Sergey Boytsov
JetBrains
Data processing and verification for computer vision in MTS sales offices throughout Russia
How to employ Apache Calcite for building a SQL layer for any system
Roman Kondakov
Querify Labs
An experience report on strategies for working with Cloud Storage
Tejas Chopra
Netflix
Conversation on TV
Projector: What It Is and How It Works
RU
Oleg Chirukhin
JetBrains
Optimizing test data coverage in functional testing
Ton Badal
Synthesized
Design steps of building analytical data platform in the clouds
Nikolay Golov
ManyChat
Airflow 2.х SaaS
Building cross-IDs for web analytics
Artur Hachuyan
Tazeros
How to design a high-performance distributed SQL engine
Vladimir Ozerov
Querify Labs
Alexey Goncharuk
Querify Labs
From one big ETL job to experimenting with data pipelines
Artem Yudovin
Profitero
How to bring advanced analytics to hybrid data storage with Vertica
Day 3. October 13
Scheduled times are for the zone
Opening
Kseniya Tomak
Dodo Engineering
Maksim Statsenko
Yandex
Apache Spark as an in-memory-only data processing engine?
Insert into ClickHouse and not die
Artem Shutak
Odnoklassniki
Workshop. Building an efficient data model for high-performance applications with Apache Cassandra (part 1)
Aleksandr Volochnev
Datastax
Interview with Pasha Finkelstein
RU
Pasha Finkelstein
JetBrains
Oleg Chirukhin
JetBrains
Conversation on TV
MLOps at Ozon
RU
Dmitry Gronsky
Ozon
Spark Yoga — saving time & money with lean data pipelines
Vishnu Chanderraju
eyeota.com
A tale about how we build DWH: From MySQL replicas to Exasol + ClickHouse
Ekaterina Kolpakova
Citymobil
Workshop. Building an efficient data model for high-performance applications with Apache Cassandra (part 2)
Aleksandr Volochnev
Datastax
Conversation on TV
Workshop: adding SQL to your app in 30 minutes
RU
Vladimir Ozerov
Querify Labs
NiFi on a large scale: Architecture, monitoring, best practices
Dmitry Ibragimov
Leroy Merlin
How data delivery works in Yandex and why we're no longer afraid to transfer JSONs
Andrey Terekhov
Yandex
Dremio SQL Lakehouse: Fast data for all
Viktor Kessler
Dremio
Day 4. October 14
Scheduled times are for the zone
Opening
Kseniya Tomak
Dodo Engineering
Sergey Boytsov
JetBrains
ML model lifecycle at Cherry Labs
Kirill Rybachuk
Cherry Labs
D-people workplace — Sber's experience
How an analytical database stopped me smoking: A practical story with Exasol
Valerie Wiedemann
EXASOL
Christian Langmayr
Exasol
Discussion: Quasi-Mutable Data Storages
RU
Pasha Finkelstein
JetBrains
Oleg Chirukhin
JetBrains
Conversation on TV
Workshop. Making engineers' lives easier with Big Data Tools
Pasha Finkelstein
JetBrains
Create a git-like experience for Data Lake analytics
Itai Admi
Treeverse
Two types of data engineers
Dmitry Anoshin
Microsoft
Conversation on TV
Self-service BI: Data model building practices
Nikolay Valiotti
Valiotti Analytics
How we build Feature Store
Round table: What if not Hadoop
SmartData 2021 Closing
Kseniya Tomak
Dodo Engineering
Sergey Boytsov
JetBrains
