The Netflix TechBlog

MARCH 10, 2023

Production Use Cases Real-Time APIs (backed by the Cassandra database) for asset metadata access don’t fit analytics use cases by data science or machine learning teams. Existing data got updated to be backward compatible without impacting the existing running production traffic.

Media 243

Media Traffic Processing Design 243

The Netflix TechBlog

DECEMBER 17, 2019

Andreas Andreakis , Ioannis Papapanagiotou Overview Change-Data-Capture (CDC) allows capturing committed changes from a database in real-time and propagating those changes to downstream consumers [1][2]. In databases like MySQL and PostgreSQL, transaction logs are the source of CDC events. Designed with High Availability in mind.

Database 206

Database Traffic Transportation Open Source 206

Dynatrace

DECEMBER 8, 2020

Dynatrace Application Security uses the runtime introspection approach in combination with the Snyk vulnerability database for automatic vulnerability detection at runtime. Dynatrace Application Security currently detects, assesses, and manages Java vulnerabilities. Identifying vulnerabilities is only the first step.

Cloud 306

Cloud Open Source Internet Internet 306

Scalegrid

AUGUST 30, 2019

Depending on how it is configured, Redis can act like a database, a cache or a message broker. It’s important to note that Redis is a NoSQL database system. 8 ranked database on DB-Engines with a score of 144.08. Let us take a closer look at the data types that exist in Redis. Redis Strings.

Cache 232

Cache Ecommerce Social Media Database 232

Scalegrid

AUGUST 22, 2019

On the first node, Patroni initializes the database, obtains the leader lock from DCS, and ensures the node is being run as the master. All of these tests were performed while the application was running and inserting data to the PostgreSQL database. Corosync traffic was blocked on the master server. Standby Server Tests.

Availability 277

Availability Servers Network Testing 277

The Netflix TechBlog

OCTOBER 19, 2020

Our tactical approach was to use Netflix-specific libraries for collecting traces from Java-based streaming services until open source tracer libraries matured. We chose Open-Zipkin because it had better integrations with our Spring Boot based Java runtime environment.

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

The Netflix TechBlog

OCTOBER 18, 2022

We started seeing signs of scale issues, like: Slowness during peak traffic moments like 12 AM UTC, leading to increased operational burden. At Netflix, the peak traffic load can be a few orders of magnitude higher than the average load. Hence, the system has to withstand bursts in traffic while still maintaining the SLO requirements.

Java 211

Java Scalability Traffic Architecture 211

The Netflix TechBlog

MAY 14, 2021

Once you finally find useful identifiers, you may begin writing SQL queries against your production database to find out what went wrong. Prodicle Distribution Our service is required to be elastic and handle bursty traffic. We wanted a scalable service that was near real-time, 2.

Traffic 166

Traffic Java Latency Google 166

Dynatrace

SEPTEMBER 7, 2019

Database tracing using Couchbase Node.js Java 6 WebSphere Application Server version 8.5 ( EOS by IBM in April 2018 ) OneAgent 1.183 will be the last version that supports WebSphere version 8.5 with Java 6. Going forward, only combinations with Java 7 or higher will be supported. Dynatrace news. General improvements.

Java 133

Java Traffic AWS Monitoring 133

The Netflix TechBlog

JULY 26, 2021

In the initial stage, data consumers set up ETL pipelines directly pulling data from databases. With this batch style approach, several issues have surfaced like data movement is tightly coupled with database tables, database schema is not an exact mapping of business data model, and data being stale given it is not real time etc.

Big Data 257

Big Data Government Processing Analytics 257

Dynatrace

MAY 9, 2019

A common use case is to let Dynatrace look for Code-Level Exceptions (Java,NET …) that are thrown, but that the service hasn’t translated into an HTTP Status Code. The incoming request to newBuilding made a couple of SQL Calls to the backend DB2 database. HTTP 4xx, 5xx. This default behavior can be customized to your own needs.

Mobile 195

Mobile Traffic Java Infrastructure 195

Dynatrace

MAY 28, 2020

If you have a distributed environment with multiple servers hosting your webservers, app servers, and database, I suggest you install the OneAgent on all these servers to get full end-to-end visibility. This will enable deep monitoring of those Java,NET, Node, processes as well as your web servers. SimpleNodeJsService.

Engineering 270

Engineering Performance Metrics Best Practices 270

High Scalability

APRIL 16, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Analytics 26

Analytics Java Metrics Software Engineering 26

High Scalability

APRIL 10, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Analytics 26

Analytics Java Metrics Software Engineering 26

Scalegrid

APRIL 5, 2024

Grasping the concept of Redis sharding is essential for expanding your Redis database. This method involves splitting data over various nodes to improve the database’s efficiency. It enhances scalability and manages traffic surges, though it requires specific client support and limits multi-key operations to a single hash slot.

Scalability 130

Scalability Java Efficiency Database 130

High Scalability

MAY 14, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Analytics 24

Analytics Java Metrics Software Engineering 24

Adrian Cockcroft

FEBRUARY 9, 2023

The next layer is defined by the languages you want to use, Java, Python, Go, , Javascript, Rust etc, and the ecosystem of library functions you bought from a vendor or downloaded. The layers of platforms start at the bottom with hardware choices such as which CPU architectures and vendors you want to use.

Engineering 136

Engineering Serverless Lambda AWS 136

High Scalability

JUNE 4, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Java 116

Java Metrics Software Engineering Engineering 116

Highly Scalable

MAY 1, 2012

Frequencies of 100 most frequent elements can be estimated with 4% precision using Count-Min Sketch structure that uses about 48KB (12k integer counters, based on the experimental result), assuming that data is skewed in accordance with Zipfian distribution that models well natural texts, many types of web events and network traffic.

Analytics 191

Analytics Traffic Big Data Efficiency 191

High Scalability

JUNE 27, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Metrics 23

Metrics Servers Java Engineering 23

Brendan Gregg

SEPTEMBER 25, 2021

A Cassandra database cluster had switched to Ubuntu and noticed write latency increased by over 30%. top(1) showed that only the Cassandra database was consuming CPU. There's no Java stack—there should be a tower of green Java methods—instead there's only a single green frame or two.

Speed 103

Speed Java AWS Virtualization 103

High Scalability

NOVEMBER 12, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Education 22

Education Java Software Engineering Engineering 22

High Scalability

JULY 19, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Education 22

Education Metrics Servers Engineering 22

High Scalability

OCTOBER 15, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Education 22

Education Java Engineering Software Engineering 22

High Scalability

OCTOBER 29, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Education 22

Education Java Software Engineering Engineering 22

High Scalability

JULY 10, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Metrics 21

Metrics Servers Java Engineering 21

High Scalability

AUGUST 20, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Education 22

Education Metrics Servers Engineering 22

High Scalability

AUGUST 6, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Education 22

Education Metrics Servers Engineering 22

All Things Distributed

MAY 8, 2012

s announcement of Amazon RDS for Microsoft SQL Server and.NET support for AWS Elastic Beanstalk marks another important step in our commitment to increase the flexibility for AWS customers to use the choice of operating system, programming language, development tools and database software that meet their application requirements.

Cloud 94

Cloud Development AWS Servers 94

High Scalability

SEPTEMBER 3, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Education 21

Education Metrics Servers Engineering 21

High Scalability

JANUARY 7, 2020

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Education 21

Education Java Software Engineering Engineering 21

High Scalability

DECEMBER 12, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET.

Education 21

Education Java Software Engineering Engineering 21

All Things Distributed

MARCH 11, 2013

These developers typically use EC2 instances combined with one of our database services to create web services used for data retrievals or to create dynamic mobile interfaces. Elastic Beanstalk now supports Java, PHP, Python, Ruby, Node.js, and.NET. re building Java applications, you can use the AWS Toolkit for Eclipse.

AWS 82

AWS Mobile Games Java 82

The Netflix TechBlog

JULY 30, 2019

The Netflix Media Database (NMDB) is one such example. We need to enhance the grpc modules to leverage the bidirectional channel to push tasks to workers as and when they are scheduled, thus reducing network traffic, load on the server and redundant client calls.

Lambda 191

Lambda Media Open Source Metrics 191

High Scalability

OCTOBER 1, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Education 21

Education Engineering Metrics Servers 21

High Scalability

SEPTEMBER 17, 2019

FlexBalancer makes it easy to manage traffic between multiple CDN providers, API’s, Databases or any custom endpoint helping you achieve better performance, ensure the availability of services and reduce vendor costs. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data.

Education 21

Education Metrics Servers Engineering 21

O'Reilly

AUGUST 8, 2023

At its peak, ChatGPT was in very exclusive company: it’s not quite on the level of Python, Kubernetes, and Java, but it’s in the mix with AWS and React, and significantly ahead of Docker. Then it dropped almost as quickly: it dropped back to #8 in June, and fell further to #19 in July.

Artificial Intelligence 98

Artificial Intelligence Programming Open Source Games 98