The Netflix TechBlog

DECEMBER 21, 2020

We built AutoOptimize to efficiently and transparently optimize the data and metadata storage layout while maximizing their cost and performance benefits. This article will list some of the use cases of AutoOptimize, discuss the design principles that help enhance efficiency, and present the high-level architecture.

Storage 203

Storage Latency Efficiency Data Engineering 203

The Netflix TechBlog

JUNE 13, 2023

Migrating Critical Traffic At Scale with No Downtime — Part 2 Shyam Gala , Javier Fernandez-Ivern , Anup Rokkam Pratap , Devang Shah Picture yourself enthralled by the latest episode of your beloved Netflix series, delighting in an uninterrupted, high-definition streaming experience.

Traffic 279

Traffic Metrics Systems Strategy 279

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Percona

AUGUST 27, 2018

Database administrators with appropriate privileges can associate virtual CPUs with resource groups and assign threads to these groups. Dangerous , because if you set this to a thread when using connection pooling OR ProxySQL and multiplexing, you may end up assigning a limitation to queries that instead, you wanted to run efficiently.

Tuning 44

Tuning Virtualization Testing Servers 44

Percona

JANUARY 19, 2023

Some startups adopted MySQL in its early days such as Facebook, Uber, Pinterest, and many more, which are now big and successful companies that prove that MySQL can run on large databases and on heavily used sites. In this blog post, we will review key topics to consider for managing large datasets more efficiently in MySQL.

Open Source 87

Open Source Storage Database Big Data 87

Percona

JULY 6, 2023

Performance is one of the essential aspects of a database management system. In PostgreSQL, there are different ways it can leverage the indexes to produce the most efficient plan. Next is the table definition. One way to verify a column’s number of distinct values is by querying the pg_stats view in our database.

Best Practices 89

Best Practices Tuning Database Testing 89

Scalegrid

JANUARY 8, 2019

Another configuration we can use to increase the efficiency of parallel execution on the slaves is to tune binlog_group_commit_sync_delay on the master. Stay tuned!! MySQL High Availability Framework Explained - Part II Click To Tweet.

Availability 113

Availability Tuning Speed Network 113

HammerDB

FEBRUARY 25, 2021

HammerDB is a load testing and benchmarking application for relational databases. All the databases that HammerDB tests implement a form of MVCC (multi-version concurrency control). On high-performance multi-core systems all the supported databases can return performance in the many millions of transactions per minute.

Programming 67

Programming Benchmarking Virtualization C++ 67

KeyCDN

OCTOBER 31, 2018

PHPStorm PHPStorm streamlines application development by offering integration with relational databases and other PHP tools. It might have more features than you need, but it’s especially helpful if you use MySQL for database management. Below is a run down of a few useful PHP tools for developers.

Development 57

Development Open Source Java AWS 57

O'Reilly Software

APRIL 4, 2018

Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. The data shape will dictate capacity planning, tuning of the backbone, and scalability analysis for individual components.

Architecture 80

Architecture Scalability Google Operating System 80

SQL Performance

DECEMBER 9, 2020

You can create supporting tables in the user database if needed. Given that batch processing is all about improving CPU efficiency, especially when dealing with large numbers of rows, it’s worthwhile to try this option. Here’s the dummy table definition: CREATE TABLE dbo. You can add hints as needed. Batch processing.

C++ 114

C++ Servers Testing Processing 114

SQL Performance

DECEMBER 9, 2020

You can create supporting tables in the user database if needed. Given that batch processing is all about improving CPU efficiency, especially when dealing with large numbers of rows, it’s worthwhile to try this option. Here’s the dummy table definition: CREATE TABLE dbo. You can add hints as needed. Batch processing.

C++ 61

C++ Servers Testing Processing 61

SQL Performance

SEPTEMBER 2, 2021

A lot of things change over the course of a few major versions of our favorite database platform. If you wish to use CLR, you should definitely borrow code from fellow MVP Adam Machanic before thinking about writing your own (I've blogged before about re-inventing the wheel , and it also applies to free code snippets like this).

C++ 59

C++ Servers Testing Database 59

High Scalability

NOVEMBER 25, 2019

Chokepoint : Even sharded Berkeley DB was choking under the stress and there was a database crash with recovery taking hours, it had to be replaced. Version7 (Future): Move all compute to the public cloud, carve out more services for impact isolation, dynamic resource pooling to manage pets and cattle efficiently. Cloud Platform.

Architecture 52

Architecture Cache Azure Storage 52

SQL Server According to Bob

JANUARY 11, 2020

Microsoft SQL Server I/O Basics Author: ​​ Bob Dorr, Microsoft SQL Server Escalation Published: ​​ December, 2004 SUMMARY: ​​ Learn the I/O requirements for Microsoft SQL Server database file operations. This will help you increase system performance and avoid I/O environment errors.

Servers 40

Servers Cache Media Hardware 40

O'Reilly

NOVEMBER 28, 2023

If we asked whether their companies were using databases or web servers, no doubt 100% of the respondents would have said “yes.” And there are tools for archiving and indexing prompts for reuse, vector databases for retrieving documents that an AI can use to answer a question, and much more. We’ll say more about this later.)

Open Source 108

Open Source Artificial Intelligence Google Infrastructure 108

Smashing Magazine

OCTOBER 22, 2021

number (as well as more efficient integer and float types). database and outputs the game PIN as a response. database and displayed on the “Create” page. Supabase makes it very easy to create a PostgreSQL database and access it either via one of its client libraries or via REST. and Express. Large preview ). Supabase.io

Games 95

Games Servers Database Virtualization 95

O'Reilly

OCTOBER 11, 2022

However, one thing should be obvious: to fill a prescription, you need to access many different kinds of data, in many different databases. That kind of loop might be somewhat more efficient, because software would look up information and fill in forms automatically. But the gain in efficiency would be relatively small.

Games 116

Games Healthcare Processing Retail 116