SQL Optimization with SingleStore
SQL Optimization with SingleStore
Last updated 2023-01-29
Duration: 02:38:06 | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 824 MB
Genre: eLearning | Language: English
Last updated 2023-01-29
Duration: 02:38:06 | .MP4 1280x720, 30 fps(r) | AAC, 44100 Hz, 2ch | 824 MB
Genre: eLearning | Language: English
Architecture, Performance, and Workload Optimization
What you'll learn
Create database schemas that are efficient and highly optimized in SingleStoreDB Cloud using universal storage tables, rowstores and reference tables.
Optimize queries and schemas using shard keys, sort keys, and indexes.
Use visual explain and profile to diagnose and optimize queries in SingleStoreDB Cloud.
Describe the architecture of a SingleStoreDB Cloud workspace.
Describe how SingleStore universal storage tables work, know when to use them, and create them in a SingleStoreDB Cloud Workspace.
Descibe how SingleStore rowstore and refrence tables work, know when to use them, and create them in a SingleStoreDB Cloud workspace.
Requirements
Learners should have a working knowledge of ANSI SQL.
Description
In this course, you'll learn about SingleStoreDB architecture and how to get the best performance from your SingleStoreDB Cloud workspaces and databases. The course includes lectures and demonstrations to introduce concepts, and hands-on labs and knowledge checks to reinforce learning.
Topics include:
SingleStore architecture - how SingleStore's architecture functions; the different types of storage supported in SingleStore; and schema design strategies, such as the use of sharding and shard keys, indexes, and more.
Query optimization, specifically on optimizations in distributed systems like SingleStore.
Benchmarking tools to monitor the performance of our queries and discover opportunities for improvements.
Labs are hands-on, and require access to a free SingleStoreDB Cloud trial. The first lab of the course includes instructions on how to set up an account if you don't have one, and how to launch a workspace.
By the end of this course, you will:
Understand the key concepts of SingleStoreDB architecture
Know how and when to use sharding and indexing best practices
Be familiar with the tools you can use to gather and analyze information about query performance
Review performance statistics to understand where to optimize queries
Employ methods of query optimization to improve performance
Understand the benefits of benchmarking
Prerequisites: Students who choose to enroll in this course should have:
SQL skills, which will be used in the labs
Understanding of relational databases
Who this course is for:
Database Administrators, Applications Developers, Data Engineers, Data Scientists, and Data Analysts.
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