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CMU Database Group

ParadeDB - Postgres for Search and Analytics

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Explore ParadeDB's integration of search and analytics capabilities into PostgreSQL, enhancing database functionality for modern applications.
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1 Lesons
59 minutes
On-Demand
Free-Video
The ASF

Apache Paimon - A Unified Data Lake for Stream, Batch, and OLAP Processing

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Explore Apache Paimon's capabilities as a unified data lake system, integrating stream processing, batch operations, and OLAP functionalities for modern data architecture.
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1 Lesons
30 minutes
On-Demand
Free-Video
OSACon

Many Faces of Real-time Analytics: A Guide to System Classification and Implementation

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Explore real-time analytics systems classification, characteristics, and technology choices for implementing different analytical solutions in production environments.
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1 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Slowly Changing Dimensions Type 2 in Data Lakes - Tech Chat

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Explore Slowly Changing Dimensions Type 2 in data lakes using Delta Lake, focusing on market segmentation for a climbing eCommerce site. Learn to track historical and current data effectively.
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17 Lesons
1 hour 1 minute
On-Demand
Free-Video
CMU Database Group

Modern Analytical Database Systems - Lecture 2

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Explore modern analytical database systems, covering distributed architectures, query execution, and OLAP commoditization in this advanced CMU lecture.
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15 Lesons
53 minutes
On-Demand
Free-Video
CMU Database Group

Yellowbrick Data Warehouse System - Lecture 21

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Explore Yellowbrick's innovative data warehouse system, its architecture, and performance optimizations for analytical workloads in this advanced database systems lecture.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
CMU Database Group

Modern OLAP Database Systems - Lecture 1

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Explore modern OLAP database systems, their architectures, and optimizations for analytical workloads in this advanced lecture from Carnegie Mellon University.
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1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
The ASF

Practice of Building Real-Time Data Lake Based on Flink

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Build a real-time data lake using Flink and Iceberg to address timeliness, diversity, consistency, and accuracy challenges in modern data architectures.
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1 Lesons
32 minutes
On-Demand
Free-Video
OSACon

DuckDB: Features, Architecture, and Use Cases in Analytics

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Dive into DuckDB's powerful analytics capabilities, architecture, and key features while exploring its unique syntax, connectors, and practical use cases in modern data analysis.
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1 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

OLAP on Cassandra Data with Arrow, Flight SQL, ADBC, and DuckDB

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Explore modern OLAP techniques for Cassandra data using Arrow, Flight SQL, ADBC, and DuckDB. Learn to convert sstable snapshots to Parquet, enable real-time analytics, and leverage Flight SQL for efficient querying.
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1 Lesons
30 minutes
On-Demand
Free-Video
OSACon

Analytics and Real-time Database Workloads: Combining OLTP and OLAP Systems

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Explore strategies for optimizing concurrent OLAP and OLTP workloads, focusing on ScyllaDB's workload prioritization features to achieve harmonious performance in distributed systems.
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1 Lesons
25 minutes
On-Demand
Free-Video
Oracle

Database Consolidation With Persistent Memory

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Discover how Exadata leverages Intel PMEM and RoCE 100Gbs infrastructure to accelerate OLTP and OLAP workloads, optimizing database performance and consolidation.
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9 Lesons
17 minutes
On-Demand
Free-Video
Linux Foundation

Optimizing Speed and Scale of Real-Time Analytics Using Apache Pulsar and Apache Pinot

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Explore Apache Pulsar and Apache Pinot's synergy for high-speed, scalable real-time analytics in Cloud Native environments. Learn how these powerful tools enable efficient event streaming and ad-hoc data analysis.
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1 Lesons
33 minutes
On-Demand
Free-Video
Linux Foundation

Optimizing Speed and Scale of Real-Time Analytics Using Apache Pulsar and Apache Pinot

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Explore real-time analytics optimization using Apache Pulsar for event streaming and Apache Pinot for low-latency OLAP, enabling scalable, high-performance data processing and ad-hoc querying.
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1 Lesons
40 minutes
On-Demand
Free-Video
USENIX

Bridging the Gap between Relational OLTP and Graph-based OLAP

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Explore GART, an innovative system bridging relational OLTP and graph-based OLAP, offering real-time graph analytics with superior performance and data freshness for dynamic applications.
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1 Lesons
20 minutes
On-Demand
Free-Video
EuroPython Conference

Cubes Light Weight OLAP FW Server

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Explore lightweight OLAP framework server for efficient data analysis and reporting, focusing on Cubes implementation and benefits.
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1 Lesons
40 minutes
On-Demand
Free-Video
EuroPython Conference

Slicing and Dicing with Cubes - Light-weight OLAP Framework and Server

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Explore lightweight OLAP framework for efficient data analysis, slicing, and dicing using Cubes. Learn server implementation and advanced techniques for multidimensional data processing.
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1 Lesons
2 hours 3 minutes
On-Demand
Free-Video
EuroPython Conference

Advanced Database Programming with Python

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Explore advanced database programming with Python, covering locks, distributed transactions, and transaction isolation for robust production environments.
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15 Lesons
31 minutes
On-Demand
Free-Video
Krish Naik

Processing 100+ GB of Data in Seconds Using Polars GPU Engine

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Master high-speed data processing with Polars GPU engine, leveraging NVIDIA GPUs to handle massive datasets up to 10x faster while using familiar Polars syntax and commands.
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1 Lesons
19 minutes
On-Demand
Free-Video
DSDSD - Dutch Seminar on Data Systems Design

Shredding Deeply Nested JSON for Efficient Analytics in DuckDB

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Discover how DuckDB efficiently processes nested JSON data through vectorized analytics, enabling direct reading of JSON files as tables with automatic schema detection for powerful data analysis.
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1 Lesons
21 minutes
On-Demand
Free-Video
Scalable Parallel Computing Lab, SPCL @ ETH Zurich

The Graph Database Interface: Scaling Online Transactional and Analytical Graph Workloads

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Explore cutting-edge graph database technology scaling to 100,000+ cores. Learn about GDI, a new interface for high-performance, scalable graph processing in distributed memory systems.
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12 Lesons
25 minutes
On-Demand
Free-Video
USENIX

Data Caching for Enterprise-Grade Petabyte-Scale OLAP

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Explores Alluxio local cache for petabyte-scale OLAP, optimizing data transfer efficiency in decoupled compute-storage models. Shares insights from Uber and Meta deployments.
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1 Lesons
20 minutes
On-Demand
Free-Video
Databricks

Revolutionizing Data Analysis - The Shift to Databricks and AtScale

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Discover how Corning transformed data analysis using Databricks and AtScale, enhancing scalability, OLAP capabilities, and Excel integration for improved insights and decision-making.
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1 Lesons
27 minutes
On-Demand
Free-Video
Data Council

Data Warehouses are Gilded Cages - What Comes Next

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Explore DuckDB's potential to revolutionize data analytics, shifting from centralized warehouses to powerful local processing. Learn how this approach can enhance efficiency and user control in data management.
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1 Lesons
40 minutes
On-Demand
Free-Video
Data Council

Cubing and Metrics in SQL - Extending Apache Calcite for Advanced Analytics

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Explore Apache Calcite's SQL extensions for metrics, measures, and analytic expressions. Learn to define data models, use them in queries, and perform cross-dimensional calculations for advanced analytics.
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1 Lesons
36 minutes
On-Demand
Free-Video
CMU Database Group

Query Execution and ClickHouse Database Systems - Part 2

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Dive into advanced query execution concepts and ClickHouse database architecture, covering optimization techniques, processing strategies, and real-world database system implementations.
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1 Lesons
1 hour 3 minutes
On-Demand
Free-Video
CMU Database Group

Distributed Analytical Database Systems - Lecture 23

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Explore distributed analytical database systems, focusing on OLAP architectures, query execution, and optimization techniques for large-scale data processing and analysis.
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1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
CMU Database Group

Embedded Database Logic - Lecture 24

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Explore embedded database logic concepts, including stored procedures, user-defined functions, and triggers. Learn implementation techniques and their impact on DBMS architecture.
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1 Lesons
1 hour 26 minutes
On-Demand
Free-Video
CMU Database Group

DuckDB Internals - Advanced Database Systems - Lecture 22

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Explore DuckDB's architecture, design principles, and internal workings with guest lecturer Mark Raasveldt. Gain insights into advanced database systems and their implementation.
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1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
CMU Database Group

Distributed Data Warehouse OLAP Databases - Lecture 23

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Explore distributed data warehouse OLAP databases, covering architecture, query processing, and optimization techniques for large-scale analytical systems.
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1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
CMU Database Group

DuckDB Embedded Database System - Lecture 20

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Explore DuckDB's embedded database system architecture, features, and performance optimizations for analytical workloads in this advanced database systems lecture.
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1 Lesons
1 hour 2 minutes
On-Demand
Free-Video
The ASF

Better Evaluation for Text2SQL Using Apache Calcite

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Discover how Apache Calcite enhances Text2SQL evaluation methods, improving query accuracy and performance in data analysis workflows.
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1 Lesons
30 minutes
On-Demand
Free-Video
The ASF

Apache Doris - Separation of Storage and Compute Architecture

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Discover how Apache Doris implements separation of storage and compute architecture, exploring key design principles and technical implementations for enhanced OLAP database performance.
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1 Lesons
43 minutes
On-Demand
Free-Video
The ASF

Optimizing Apache HoraeDB for High-Cardinality Metrics at AntGroup

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Discover optimization techniques for handling high-cardinality metrics in Apache HoraeDB, featuring real-world implementation strategies from AntGroup's engineering experience.
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1 Lesons
36 minutes
On-Demand
Free-Video
The ASF

Apache Gluten - Boosting Apache Spark Performance with Native Engines

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Discover how Apache Gluten enhances Spark performance through native engine integration, optimizing data processing and analysis capabilities for improved efficiency.
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1 Lesons
34 minutes
On-Demand
Free-Video
The ASF

Meituan's Journey with Apache Spark and Gluten

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Discover how Meituan optimizes data processing with Apache Spark and Gluten, exploring performance improvements and real-world implementation strategies for large-scale data analysis.
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1 Lesons
26 minutes
On-Demand
Free-Video
The ASF

Multi-level High Availability of Apache Druid on Kubernetes Architecture

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Dive into high-availability strategies for deploying Apache Druid on Kubernetes, exploring multi-level architectures and best practices for robust OLAP systems.
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1 Lesons
31 minutes
On-Demand
Free-Video
The ASF

SQL Support in Elasticsearch via Apache Calcite

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Explore how Apache Calcite enables SQL support in Elasticsearch, covering implementation details and practical applications for enhanced data querying capabilities.
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1 Lesons
26 minutes
On-Demand
Free-Video
The ASF

The Application and Technical Principles of Asynchronous Materialized Views

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Dive into the technical foundations and practical implementations of asynchronous materialized views for enhanced database performance and OLAP operations.
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1 Lesons
41 minutes
On-Demand
Free-Video