Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Columnar Storage

Showing: 28 courses
Microsoft

Scaling Postgres for Time Series Data with Citus

0 rewiews
Scaling Postgres for time series data using Citus: partitioning, distribution, and automation techniques to handle high-volume, ever-growing data efficiently across a cluster.
Add to list
8 Lesons
28 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Build a High Performance Remote Storage for Prometheus with Unlimited Time Series

0 rewiews
高性能Prometheus远程存储方案:支持无限时间序列,将目标标签编码到一列,应用标签展平为独立列,实现高性能查询,解决高基数问题
Add to list
1 Lesons
39 minutes
On-Demand
Free-Video
Databricks

The Parquet Format and Performance Optimization Opportunities

0 rewiews
Explore Parquet format intricacies, columnar storage basics, and optimization techniques for Spark workloads. Learn about encoding, compression, predicate pushdown, and Delta Lake to enhance analytical performance.
Add to list
16 Lesons
41 minutes
On-Demand
Free-Video
CMU Database Group

Meta Velox - Advanced Database Systems - Lecture 23

0 rewiews
Explore Meta's Velox query execution engine, its architecture, and its role in modern data processing systems. Learn about its features and performance optimizations.
Add to list
1 Lesons
56 minutes
On-Demand
Free-Video
CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 20

0 rewiews
Explore Databricks Photon and Spark SQL's advanced features for efficient data processing and analysis in modern database systems.
Add to list
1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
CMU Database Group

Modern Analytical Database Systems - Lecture 2

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

Yellowbrick Data Warehouse System - Lecture 21

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

Snowflake Data Warehouse Internals - Lecture 19

0 rewiews
Explore Snowflake's data warehouse architecture, design principles, and internal workings. Gain insights into its innovative approach to cloud-based data management and analytics.
Add to list
1 Lesons
1 hour 21 minutes
On-Demand
Free-Video
CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 18

0 rewiews
Explore Databricks Photon and Spark SQL architectures, optimizations, and performance improvements in modern data processing systems.
Add to list
1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
CMU Database Group

Modern OLAP Database Systems - Lecture 1

0 rewiews
Explore modern OLAP database systems, their architectures, and optimizations for analytical workloads in this advanced lecture from Carnegie Mellon University.
Add to list
1 Lesons
1 hour 9 minutes
On-Demand
Free-Video
Linux Foundation

Zedstore - Compressed Columnar Storage for Postgres

0 rewiews
Explore Zedstore, a compressed columnar storage solution enhancing Postgres performance and efficiency. Learn its architecture, benefits, and implementation from VMware experts.
Add to list
1 Lesons
54 minutes
On-Demand
Free-Video
Devoxx

Columnar Storage: Redefining Data Management for the Modern Era

0 rewiews
Discover how columnar storage optimizes data warehousing through Apache Arrow, Parquet, and Pandas, improving query performance and reducing costs while enhancing analytics workflows.
Add to list
1 Lesons
26 minutes
On-Demand
Free-Video
Strange Loop Conference

Powering Interactive Data Applications at Scale

0 rewiews
Explore Druid's architecture for powering interactive analytic applications with millisecond query latencies, comparing it to traditional databases and key/value stores for OLAP use cases.
Add to list
22 Lesons
45 minutes
On-Demand
Free-Video
PASS Data Community Summit

Inside the VertiPaq Engine

0 rewiews
Explore VertiPaq engine internals, database architecture, and optimization techniques for improved performance and compression in SQL Server Analysis Services Tabular, Power BI, and Power Pivot.
Add to list
26 Lesons
1 hour 10 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

TiFlash - Make TiKV 10x Faster and HTAP-able

0 rewiews
Explore TiFlash: a columnar engine for TiKV that enables real-time analytics and HTAP scenarios, offering consistent replicas and significant performance improvements for analytical workloads.
Add to list
10 Lesons
18 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

TiFlash - Make TiKV 10x Faster and HTAP-able

0 rewiews
Explore TiFlash, a novel component for TiKV that enables HTAP capabilities, offering 10x faster analytical processing and strong workload isolation through a Raft-based architecture and columnar storage.
Add to list
6 Lesons
18 minutes
On-Demand
Free-Video
DSDSD - Dutch Seminar on Data Systems Design

Shredding Deeply Nested JSON for Efficient Analytics in DuckDB

0 rewiews
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.
Add to list
1 Lesons
21 minutes
On-Demand
Free-Video
DSDSD - Dutch Seminar on Data Systems Design

C3: Compressing Correlated Columns - A Framework for Multi-Column Data Compression

0 rewiews
Discover how C3 framework revolutionizes data compression by exploiting correlations between columns, achieving 20% better compression ratios through innovative multi-column compression schemes.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
Conf42

Leveraging Apache Flight Python Client and InfluxDB for Time Series Data Management

0 rewiews
Explore Apache Flight Python Client and InfluxDB integration for efficient time series data management. Learn about columnar storage, benchmarks, and real-world applications in data architecture.
Add to list
21 Lesons
24 minutes
On-Demand
Free-Video
Data Council

Ten Years of Building Open Source Standards: From Parquet to Arrow to OpenLineage

0 rewiews
Explore the journey of building open-source data standards, from Apache Parquet to Arrow to OpenLineage. Gain insights into successful project ideation, growth, and ecosystem impact in data management.
Add to list
1 Lesons
35 minutes
On-Demand
Free-Video
CMU Database Group

Amazon Redshift Data Warehouse System - Lecture 22

0 rewiews
Explore Amazon Redshift's architecture, design principles, and performance optimizations for large-scale data warehousing in this advanced database systems lecture.
Add to list
1 Lesons
1 hour 4 minutes
On-Demand
Free-Video
CMU Database Group

BigQuery: Google's Cloud Data Warehouse - Lecture 24

0 rewiews
Explore Google BigQuery's architecture, query processing, and optimization techniques with insights from a leading database systems expert.
Add to list
1 Lesons
1 hour 11 minutes
On-Demand
Free-Video
CMU Database Group

Distributed Analytical Database Systems - Lecture 23

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

Amazon Redshift Internals - Lecture 24

0 rewiews
Explore Amazon Redshift's architecture, design principles, and performance optimizations with insights from a guest lecturer and former CMU PhD graduate.
Add to list
1 Lesons
1 hour
On-Demand
Free-Video
CMU Database Group

Distributed Data Warehouse OLAP Databases - Lecture 23

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

Data Formats and Encoding for Advanced Database Systems - Part 1

0 rewiews
Explore advanced database concepts, focusing on data formats and encoding techniques for efficient storage and retrieval in modern systems.
Add to list
1 Lesons
1 hour 23 minutes
On-Demand
Free-Video
CMU Database Group

Vectorized Query Execution Using SIMD - Lecture 6

0 rewiews
Explore vectorized query execution using SIMD in advanced database systems, focusing on performance optimization techniques and modern hardware utilization.
Add to list
1 Lesons
1 hour 19 minutes
On-Demand
Free-Video
CMU Database Group

Building InfluxDB 3.0 with the FDAP Stack - Apache Flight, DataFusion, Arrow and Parquet

0 rewiews
Dive into the architecture and implementation of InfluxDB 3.0, exploring how Apache Flight, DataFusion, Arrow, and Parquet combine to create a modern time-series database system.
Add to list
1 Lesons
1 hour 10 minutes
On-Demand
Free-Video