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Call for papers is closed

Call for papers for SmartData 2024 is closed. We will be glad to see your proposals at the next conference!

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Instant access to all your proposals. You may track their workflow and edit them in your personal account.

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We are interested in the following topics

If you have an interesting idea on a topic that is not on the list we will be happy to consider your proposal anyway!

  • MPP DBMS and Data Storage
    • Hive, Impala, Cassandra, ScyllaDB, Druid, Pinot, YTsaurus
    • GreenPlum, ClickHouse, Teradata, Exadata, BigQuery, Redshift, Exasol, Vertica
    • Trino, Presto, Dremio
    • MongoDB, DynamoDB
    • S3, ADLS, GCS, HDFS
    • YDB
  • SMP and Specialized DBMS
    • MSSQL, PostgreSQL, MySQL, Oracle
    • DuckDB, SQLite
    • Neo4j, Blazegraph
    • Time Series Databases
    • Own developments
  • Architecture of Data Platforms
    • Data Modeling
    • Examples of Building Corporate Data Warehouses
    • Operational Analytics
    • Ad-hoc Reporting
    • Hadoop
    • Open Table Formats
  • Data Processing
    • Flink
    • Kafka
    • Beam
    • Pulsar
    • Samza
    • RedPanda
    • Spark
    • Hadoop MapReduce
    • Sqoop
    • NiFi
    • Airbyte, DBT, Meltano
    • Pandas, Dataframes, Datatable
    • CDC
    • Performance Analysis and Optimization
    • Orchestration Tools (Airflow, Dagster, Prefect, Metaflow, Kubeflow Pipelines)
  • DataOps
    • Building your own Feature Stores, implementing open source (Feast, Feathr, Hopsworks), experience using vendors (Tecton, Sagemaker, DataBricks, etc.)
    • Development of own ML platforms, implementation of open source (Kubeflow, etc.), experience in using ready-made ones (Sagemaker, Vertex AI, DataBrics, etc.)
    • Experiment Tracking (Mlflow, Neptune Ai, Weight and Biases, etc.)
    • CI/CD for Data Pipelines
  • Database Internals
    • Concurrency Control
    • Algorithms for Modern Storage
    • Algorithms for Persistent Memory
    • In-memory databases
    • Storage Models and Layout
    • Query Optimization
    • Query Execution
    • Query Languages
    • Logging and Recovery
    • Indexing
    • Distributed Transactions
    • Database Replication
    • Hardware Accelerated Databases
    • Benchmarking and Performance
    • Testing and Correctness
    • Security
  • Data Management
    • Data Governance
    • Data Security
    • Data Quality
    • Data Mesh
    • Metadata and Catalog Management
    • Master Data Management
    • Data migration
  • Cloud Solutions
    • Snowflake
    • Databricks
    • AWS, GCP, Azure
    • Yandex Cloud, VK Cloud Solutions, SberCloud
  • Migration from some tools and repositories to others
    • Motivation
    • Weighing the pros and cons
    • Risk assessment
    • Execution
    • Mistakes and how you handled them
  • Other
    • Data Engineering is not for Data Engineers

Archive

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Submission process

  1. You submit your proposal

  2. + 2-3 days

    We contact you

  3. + 7 days

    You discuss your content with your PC member

  4. Convenient time for you

    You rehearse and prepare for your session

  5. June 28

    We close CFP

  6. July 14

    We let you know about our final decision

  7. Convenient time for you

    We help you get your content ready for production

  8. September 4 (Online), September 8–9 (Offline)

    You give your session at the conference

Program committee

Each proposal will be examined by at least three reviewers from the Program Committee.

Selection process

  • Relevance

    You are going to discuss things that participants of the conference find useful not only yesterday but also today and in the future. In addition, the topic of your session matches the theme of the conference, and the content you are going to present matches the stated description.

  • Depth

    Your talk reveals the subject deeply and comprehensively. There is no need to talk about yet another Hello World (unless you think it’s a new, not widely known, but very promising technology).

  • Speaking experience

    If you have experience in speaking at conferences and meetups, this will be a great advantage. If this is your first presentation, be prepared to rehearse and practice.

  • Originality

    There is novelty in your session; the content either hasn’t been published before or presents a well-known topic / problem in a different light.

  • Expertise

    You have experience and have completed projects in the field in question. The topic of your presentation is sound. You have a good understanding of what you are talking about and have been involved in the implementation of the project you are describing.

  • Practical applicability

    The content is important from a practical point of view and you not only cover the existing problems / solutions, but also share your experience.

Additional information

  • If you are submitting on behalf of another person, please fill the form using the speaker’s contact information. You can leave your contacts in the last form field (the one which asks about a co-speaker or comments).

  • If you feel like you need help to prepare your session you can count on us: we can appoint a personal curator who will review your material and organize rehearsals.

  • Usually, we contact applicants within a week after the submission. If that hasn’t happened, feel free to contact us via email at program@smartdataconf.ru. Also, don’t forget to read the speaker’s memo.