The Netflix TechBlog

MARCH 7, 2024

The Machine Learning Platform (MLP) team at Netflix provides an entire ecosystem of tools around Metaflow , an open source machine learning infrastructure framework we started, to empower data scientists and machine learning practitioners to build and manage a variety of ML systems.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

JULY 11, 2023

Dynatrace introduced the Dynatrace Operator, built on the open source project Operator Framework, in late 2018. Dynatrace full stack Red Hat OpenShift observability Dynatrace unifies platform engineering and application teams on a single platform, enhancing software quality and operational efficiency to drive innovation.

Architecture 171

Architecture Availability Infrastructure Metrics 171

Percona

JULY 7, 2023

With the average cost of unplanned downtime running from $300,000 to $500,000 per hour , businesses are increasingly using high availability (HA) technologies to maximize application uptime. Unfortunately, using certain open source database software as part of an HA architecture can present significant challenges.

Availability 88

Availability Open Source Architecture Database 88

Scalegrid

MAY 13, 2020

Greenplum Database is an open-source , hardware-agnostic MPP database for analytics, based on PostgreSQL and developed by Pivotal who was later acquired by VMware. Greenplum uses an MPP database design that can help you develop a scalable, high performance deployment. Open Source. What Exactly is Greenplum?

Big Data 321

Big Data Database Artificial Intelligence Open Source 321

Scalegrid

JULY 13, 2020

The unstoppable rise of open source databases. One database in particular is causing a huge dent in Oracle’s market share – open source PostgreSQL. See how open source PostgreSQL Community version costs compare to Oracle Standard Edition and Oracle Enterprise Edition. What’s causing this massive shift?

Open Source 244

Open Source Tuning C++ Database 244

Dynatrace

JANUARY 16, 2023

Open-source software drives a vibrant Kubernetes ecosystem. Most Kubernetes clusters in the cloud (73%) are built on top of managed distributions from the hyperscalers like AWS Elastic Kubernetes Service (EKS), Azure Kubernetes Service (AKS), or Google Kubernetes Engine (GKE). Java, Go, and Node.js

Open Source 345

Open Source Java Operating System Programming 345

Scalegrid

JANUARY 24, 2019

Redis Cluster is the native sharding implementation available within Redis, an open-source in-memory data structure project, that allows you to automatically shard across multiple Redis nodes without having to rely on external tools and utilities. Some of the advanced benefits of Redis Clusters include: High Availability.

Availability 113

Availability Open Source AWS DevOps 113

Scalegrid

MARCH 28, 2024

In this comparison of Redis vs Memcached, we strip away the complexity, focusing on each in-memory data store’s performance, scalability, and unique features. can enhance Redis by handling management tasks, backups, and scalability, facilitating global reach and easy cloud integration for global businesses.

Cache 130

Cache Storage Scalability Architecture 130

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. By automatically feeding these captured metrics into our Smartscape topology model and Davis AI, we eliminate the need for manual maintenance of hundreds of alerts thanks to our true and trusted auto-adaptive baseline engine.

Open Source 256

Open Source Metrics Analytics Tuning 256

Dynatrace

SEPTEMBER 29, 2021

This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. Running containers : Docker Engine is a container runtime that runs in almost any environment: Mac and Windows PCs, Linux and Windows servers, the cloud, and on edge devices. What is Docker?

Open Source 304

Open Source Traffic DevOps Cloud 304

Dynatrace

MARCH 24, 2023

This orchestration includes provisioning, scheduling, networking, ensuring availability, and monitoring container lifecycles. Docker Swarm First introduced in 2014 by Docker, Docker Swarm is an orchestration engine that popularized the use of containers with developers.

Infrastructure 188

Infrastructure Open Source Operating System Cloud 188

The Netflix TechBlog

MARCH 5, 2019

Netflix’s engineering culture is predicated on Freedom & Responsibility, the idea that everyone (and every team) at Netflix is entrusted with a core responsibility and they are free to operate with freedom to satisfy their mission. Security Events Platform See open source project such as StreamAlert and Siddhi to get some general ideas.

Infrastructure 182

Infrastructure Cloud Scalability AWS 182

Dynatrace

MAY 1, 2023

Identify data use cases and develop a scalable delivery model with documentation. This open source framework stores and processes large sets of structured and unstructured data. Organizations use this open source, distributed analytics engine for big data workloads. Automate analytics tools and processes.

Analytics 190

Analytics Artificial Intelligence Big Data Open Source 190

Dynatrace

JULY 29, 2021

The complexity of such deployments has accelerated with the adoption of emerging, open-source technologies that generate telemetry data, which is exploding in terms of volume, speed, and cardinality. How can we optimize for performance and scalability? Extend your topology mapping to include open-source observability data.

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

AUGUST 16, 2021

Providing standardized self-service pipeline templates, best practices, and scalable automation for monitoring, testing, and SLO validation. Microsoft’s GitHub is the largest open-source software community in the world with millions of open-source projects. GitHub and GitHub Actions. Try it yourself.

Software 246

Software Software Open Source Azure 246

Dynatrace

FEBRUARY 10, 2021

Dynatrace is redefining Application Security, applying the automation, AI, scalability, and enterprise-grade robustness of its platform to change the way security gets done. The latest enhancement enables our customers to automatically detect and assess open-source and third-party vulnerabilities in Node.js Is it used?

Java 245

Java Open Source Engineering Database 245

Percona

JULY 17, 2023

1 among non-relational/document-based systems ( DB-Engines, July 2023 ). DBAs and developers appreciate its combination of flexibility, scalability, and performance. MongoDB replica sets enable data redundancy and automatic failover, setting the stage (there’s that term again) for high availability. It ranks No.

Open Source 80

Open Source Database Scalability Software 80

Percona

SEPTEMBER 14, 2023

MySQL is an outstanding open source transactional database used by most web-based applications and is very good at handling OLTP workloads. I am going to use the MaterializedMySQL engine for this purpose. Schema conversion from MySQL to ClickHouse will be taken care of by the engine. We can do the filter as well.)

Engineering 92

Engineering Database Servers Analytics 92

Dynatrace

OCTOBER 4, 2022

Further, it builds a rich analytics layer powered by Dynatrace causational artificial intelligence, Davis® AI, and creates a query engine that offers insights at unmatched speed. From the beginning, Grail was built to be fast and scalable to manage massive volumes of data. Ingest and process with Grail.

Artificial Intelligence 270

Artificial Intelligence Analytics Storage Architecture 270

Dynatrace

MAY 13, 2022

Apache Cassandra is an open-source, distributed, NoSQL database. Because of its scalability and distributed architecture, thousands of companies trust it to run their cloud and hybrid-based workloads at high availability without compromising performance.

Azure 238

Azure Latency Metrics Infrastructure 238

Percona

DECEMBER 27, 2023

The field of Platform Engineering has witnessed significant advancements, as evidenced by the publication of the CNCF platform whitepaper and the introduction of a dedicated Platform Engineering day at the upcoming KubeCon event. They also remove toil and allow engineers to focus on application development vs platform engineering work.

Cloud 83

Cloud Open Source Strategy Best Practices 83

Dynatrace

OCTOBER 11, 2021

In recent years, function-as-a-service (FaaS) platforms such as Google Cloud Functions (GCF) have gained popularity as an easy way to run code in a highly available, fault-tolerant serverless environment. Additionally, while you might use something like Google App Engine to build frontends, you can pair those interfaces with GCF backends.

Google 224

Google Cloud Serverless Azure 224

Dynatrace

MARCH 16, 2021

We’re excited to announce our verified HashiCorp Terraform integration is now available for Dynatrace customers. HashiCorp’s Terraform is an open-source infrastructure as a code software tool that provides a consistent CLI workflow to manage hundreds of cloud services. Dynatrace news. across their complete Dynatrace instance.”.

Code 242

Code Monitoring Best Practices Infrastructure 242

Dynatrace

DECEMBER 8, 2020

Open source has also become a fundamental building block of the entire cloud-native stack. While leveraging cloud-native platforms, open-source and third-party libraries accelerate time to value significantly, it also creates new challenges for application security.

Cloud 292

Cloud Open Source Internet Internet 292

Percona

JUNE 4, 2023

MariaDB is a popular SQL open source relational database management system that originated as a fork of MySQL after MySQL was acquired by Sun Microsystems in 2008 and later Oracle in 2010. It continues to be developed and maintained by the open source community and remains free to use under the GNU General Public License.

Open Source 52

Open Source Servers Storage Scalability 52

Percona

FEBRUARY 15, 2023

Bloom filters are an essential component of an LSM-based database engine like MyRocks. LSM storage engines like MyRocks are very different from the more common B-Tree-based storage engines like InnoDB. Bloom filter is an important feature improving performance of LSM storage engines.

Storage 131

Storage Tuning Cache Engineering 131

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! To sustain this data growth at Netflix, it has deployed open-source software Ceph using AWS services to achieve the required SLOs of some of the post-production workflows.

AWS 100

AWS Entertainment Open Source Benchmarking 100

Dynatrace

DECEMBER 15, 2020

The Dynatrace platform automatically integrates OpenTelemetry data, thereby providing the highest possible scalability, enterprise manageability, seamless processing of data, and, most importantly the best analytics through Davis (our AI-driven analytics engine), and automation support available. What is OpenTelemetry?

AWS 178

AWS Metrics Analytics Government 178

Percona

AUGUST 17, 2023

PostgreSQL is open source relational database management software. In another survey, using multiple metrics for overall popularity, PostgreSQL ranks as the fourth most popular database management system ( DB-Engines, March 2023 ). It has evolved steadily, however, during 25 years as an open source project.

Open Source 83

Open Source Healthcare Social Media Database 83

High Scalability

APRIL 3, 2019

PostgreSQL is an open source object-relational database system that has soared in popularity over the past 30 years from its active, loyal, and growing community. For the 2nd year in a row, PostgreSQL has kept the title of #1 fastest growing database in the world according to the DBMS of the Year report by the experts at DB-Engines.

Database 177

Database Cloud Open Source Systems 177

Percona

OCTOBER 13, 2023

MySQL writes a.sdi file to accommodate the serialized dictionary information for storage engines that lack support for this functionality. Storage engine compatibility Different MySQL storage engines handle.sdi files in various ways. Storage engine compatibility Different MySQL storage engines handle.sdi files in various ways.

Storage 98

Storage Database Engineering Open Source 98

Percona

JANUARY 4, 2024

Creating and managing general tablespaces You can create general tablespaces using the CREATE TABLESPACE statement, specifying data file locations and engine options. row TABLESPACE_NAME: my_general_tablespace FILE_NAME: /general_tablespace.ibd ENGINE: InnoDB STATUS: NORMAL DATA_FREE: 0 2. sec) root@mysql8:/etc/mysql/mysql.conf.d#

Storage 92

Storage Engineering Database Hardware 92

HammerDB

JUNE 27, 2022

These factors meant that often when looking for database performance information, the results for a particular combination of software and hardware were not available. Given the increasing importance of open source and the widespread use of HammerDB, the TPC adopted HammerDB in 2019 and now hosts the project on GitHub.

Benchmarking 62

Benchmarking Open Source C++ Cache 62

DZone

JANUARY 14, 2020

Some commercial performance-monitoring solutions already take this into account, allowing performance engineers to see how long it takes for elements to render, and then to execute, on your users' browsers.

Performance Testing 130

Performance Testing Performance Testing Open Source 130

Percona

APRIL 4, 2023

When talking about the benefits and use cases of ProxySQL with clients, one feature I generally reference is the query rewrite engine. gerald` WHERE (`id` = '2' AND `val` = '') The bug was reported , and engineering began working on a fix, but the table was still growing and needed to be purged (in a non-locking manner) quickly.

Open Source 111

Open Source Servers Engineering Scalability 111

Percona

APRIL 20, 2023

With that disclaimer out of the way, let’s examine some of the tools that are available to simplify the upgrade process. Percona is always here to help as well, so if you’d like to discuss our Support or Professional Service options, please feel free to contact us ! Try Percona Distribution for MySQL today!

Open Source 94

Open Source Best Practices Servers Database 94