The Netflix TechBlog

MARCH 4, 2025

Standardization To standardize communication between our observability service and the personalization stacks observability endpoints, weve developed a stable proto request/response format. In Part 1 , we identified the challenges of managing vast content launches and the need for scalable solutions to ensure each titles success.

Traffic 180

Traffic Strategy Entertainment Innovation 180

Dynatrace

JANUARY 16, 2023

Java, Go, and Node.js Through effortless provisioning, a larger number of small hosts provide a cost-effective and scalable platform. The immense growth of Kubernetes presents new security challenges in runtime and increased complexity in hardening CI/CD pipelines in development. Java, Go, and Node.js

Open Source 358

Open Source Java Operating System Programming 358

Dynatrace

JULY 25, 2024

“Our development teams relied heavily on logs to understand what was going on with our systems,” he said. This created problems with both visibility and scalability. “For example, if most teams run Java, it might not make sense trying to support an outlier. Cost efficiency.

Strategy 264

Strategy Engineering Open Source Java 264

Dynatrace

FEBRUARY 10, 2021

Organizations are shifting towards cloud-native stacks where existing application security approaches can’t keep up with the speed and variability of modern development processes. Dynatrace entered the Application Security market with automatic and continuous protection for Java workloads. Vulnerabilities in Node.js

Java 264

Java Open Source Engineering Database 264

Scalegrid

JULY 13, 2020

In this article, we compare Oracle vs. PostgreSQL, outlining the differences in these SQL database costs, features, and ease of use for both developers and database administrators (DBA’s) alike. PostgreSQL is an open source object-relational database system with over 30 years of active development. Scalability. Compare Costs.

Open Source 244

Open Source Tuning C++ Database 244

Dynatrace

DECEMBER 8, 2020

As a result, e xisting application security approaches can’t keep up with this speed and vari ability of modern development processes. . Current security tools were purpose-built for waterfall-based development, and so they bottleneck DevOps. Does it impact production or development? How does it impact my environment?

Cloud 306

Cloud Open Source Internet Internet 306

Dynatrace

JUNE 13, 2022

They can develop software applications rapidly and gain access to extensible cloud resources without having to sink costs into IT plumbing or managing this infrastructure themselves. This approach, however, requires more extensive collaboration between developers, security teams and IT operations teams. Dynatrace news.

Open Source 246

Open Source DevOps Java Innovation 246

InfoQ

FEBRUARY 11, 2024

The library helped the engineering teams by increasing developer velocity, and the scalability and stability of services using it. Over 90% of Java applications have migrated to PSC with minimal changes. By Rafal Gancarz

Open Source 105

Open Source Java Scalability Engineering 105

Dynatrace

OCTOBER 8, 2020

These serverless functions allow developers to focus on their business logic. Although the adoption of serverless functions brings many benefits, including scalability, quick deployments, and updates, it also introduces visibility and monitoring challenges to CloudOps and DevOps. Improved mapping and topology detection.

Lambda 345

Lambda AWS Programming Serverless 345

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. Storage: don’t break the bank!

Infrastructure 238

Infrastructure Transportation Storage Open Source 238

Scalegrid

OCTOBER 18, 2024

Enabling keyboard shortcuts and possessing visual appeal and transparency to minimize strain on wrists and eyesight to prevent Carpal Tunnel Syndrome and visual impairment from developing in users. To conclude, GUIs are a vital addition to ease the lives of database users and developers. Easy to use and highly customizable.

Open Source 147

Open Source Database Cloud Operating System 147

Simform

MARCH 11, 2021

vs. Java and are also excited to read about how Netflix migrated from Java to Node.js, read this article. It will introduce you to why Java is still relevant in the times of modern and scalable Node.js. outperforms Java? If you want to compare two powerful backend technologies: Node.js

Java 95

Java Scalability Technology Technology 95

Dynatrace

DECEMBER 5, 2022

Despite good Kubernetes knowledge and best intentions, bad things can, and probably will happen, especially in dynamic software development. Both backend and report service are implemented in Java, but Robert found no Java runtime-related issues, either. Assigning memory resources to pods and containers is a science and an art.

Java 246

Java Traffic Education Testing 246

The Netflix TechBlog

OCTOBER 18, 2022

As Big data and ML became more prevalent and impactful, the scalability, reliability, and usability of the orchestrating ecosystem have increasingly become more important for our data scientists and the company. Motivation Scalability and usability are essential to enable large-scale workflows and support a wide range of use cases.

Java 211

Java Scalability Traffic Architecture 211

DZone

MARCH 7, 2023

PySpark is the Python API for Apache Spark , which allows Python developers to write Spark applications using Python instead of Scala or Java. In addition, pySpark applications can be tuned to optimize performance and achieve better execution time, scalability, and resource utilization.

Big Data 173

Big Data Code Tuning Open Source 173

Dynatrace

MARCH 17, 2021

Modern software development environments require a new approach to application security (AppSec) to build and deliver software both quickly and securely. IAST only works with languages that have a virtual runtime environment, such as Java, C#, Python, and Node.js. In past years, most security testing took place post-development.

Open Source 242

Open Source Cloud Games Java 242

Dynatrace

OCTOBER 21, 2020

Our Cluster Performance Engineering Team in collaboration with our Autonomous Cloud Enablement (ACE) and development teams quickly identified the root cause and fixed the problem in no time! And the code-level root cause information is what makes troubleshooting easy for developers. Conclusion: Dynatrace for Developers.

Code 246

Code Cloud Engineering Java 246

Dynatrace

AUGUST 5, 2022

A message queue is a form of middleware used in software development to enable communications between services, programs, and dissimilar components, such as operating systems and communication protocols. Applications built with microservices are broken into discrete modules so development teams can work on them in parallel.

Monitoring 246

Monitoring Programming Serverless Speed 246

Dynatrace

AUGUST 5, 2022

A message queue is a form of middleware used in software development to enable communications between services, programs, and dissimilar components, such as operating systems and communication protocols. Applications built with microservices are broken into discrete modules so development teams can work on them in parallel.

Monitoring 246

Monitoring Programming Serverless Speed 246

The Netflix TechBlog

DECEMBER 11, 2020

Our team spent a lot of time addressing dissenting points and making adjustments to the architecture based on feedback from developers. Through our prototype development and proactive partnership with some key critical voices, we were able to instill confidence and close crucial gaps.

Architecture 255

Architecture Best Practices Engineering Open Source 255

Dynatrace

JANUARY 18, 2023

DevOps and SRE: Methodologies that are transforming software development with the help of DevOps observability. DevOps is a software delivery methodology that comprises flexible practices and processes to create and deliver applications and services, ultimately closing the gap between software development and IT operations.

DevOps 246

DevOps Best Practices Innovation Strategy 246

All Things Distributed

FEBRUARY 22, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Today AWS launched an exciting new service for developers: the Amazon Simple Workflow Service. Amazon SWF is an orchestration service for building scalable distributed applications. Developers implement workers to perform tasks. Comments ().

Cloud 118

Cloud AWS Java Scalability 118

Dynatrace

OCTOBER 11, 2021

In a time when modern microservices are easier to deploy, GCF, like its counterparts AWS Lambda and Microsoft Azure Functions , gives development teams an agility boost for delivering value to their customers quickly with low overhead costs. GCF operates under the following three tenets: Simplify the developer experience.

Google 246

Google Cloud Serverless Azure 246

Dynatrace

APRIL 2, 2020

Introducing network probes: the new scalability challenges were solved with products like NV and AV. Technology developments come in waves. In parallel, network technology developments ensured that centralized mass-sniffing was no longer feasible because of the costs. ” The AppMon wave. ” The AppMon wave.

Network 221

Network Traffic Monitoring Java 221

The Netflix TechBlog

MARCH 7, 2019

To unlock these innovations we are making a strategic choice that our focus should be geared towards developing the surrounding infrastructure so that scientists’ work can be easily absorbed into the wider Netflix Experimentation Platform. Rewriting poses reproducibility challenges since the python/R stack would need to match the Java stack.

Design 175

Design Engineering Innovation Java 175

Dynatrace

OCTOBER 22, 2019

This is why threads are often the source of scalability as well as performance issues. Thread dumps allow Java developers to understand which threads execute which code and whether or not certain threads are waiting or locked. You can now use Dynatrace to continuously analyze the state of your threads and see how they develop.

Java 145

Java Scalability Hardware Code 145

Dynatrace

NOVEMBER 19, 2019

Provisioning of cloud infrastructure, especially within large environments, requires a standardized approach to scalability, compliance, and troubleshooting. Expanding it to handle Windows or even Environment ActiveGate installation won’t pose much of a challenge for developers. Dynatrace news.

AWS 34

AWS Java Cloud Scalability 34

The Netflix TechBlog

MAY 14, 2021

In late 2019, our team started integrating it with the rest of the ecosystem by writing a thin Java Domain graph service (DGS) to wrap the asynchronous watermarking functionality that was then in Ruby on Rails. We wanted a scalable service that was near real-time, 2. Conductor and one of the new offerings Cosmos.

Traffic 166

Traffic Java Latency Google 166

The Polyglot Developer

JULY 23, 2023

Pair this with an elastically scalable database like MongoDB Atlas, and you’ve got an amazing thing in the works. In this tutorial, we’re going to explore how to create a serverless function with AWS Lambda and MongoDB, but we’re going to focus on using Java, one of the available AWS Lambda runtimes.

Lambda 52

Lambda Serverless Java AWS 52

The Netflix TechBlog

FEBRUARY 13, 2023

In order to satisfy this requirement, ML practitioners had to develop bespoke triggering and orchestration components per pipeline. We have developed a large-scale GPU training cluster based on Ray , which supports multi-GPU / multi-node distributed training.

Media 297

Media Storage Infrastructure Systems 297

All Things Distributed

MAY 8, 2012

Werner Vogels weblog on building scalable and robust distributed systems. Expanding the Cloud for Windows Developers. Managing databases has been a stumbling block for many of our customers, shifting their time away from developing innovative applications to the â??muckâ?? All Things Distributed. Comments ().

Cloud 94

Cloud Development AWS Servers 94

InfoQ

NOVEMBER 29, 2021

Cryostat, a container-native JVM application developed by Red Hat, provides an API for monitoring and profiling Java containers using Java Flight Recorder (JFR). Cryostat brings JFR to container age allowing analysis and profiling of multiple JVMs directly from a central hub. By Andrea Messetti.

Java 128

Java Monitoring Development Scalability 128

High Scalability

AUGUST 4, 2020

Trusted by 10,000+ developers. Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. There are a new breed of tools hitting the market that enable developers to take the lead on AppSec. Cool Products and Services.

Education 115

Education AWS Scalability Java 115

Percona

MARCH 23, 2023

PostgreSQL is backed by a large community of developers contributing to its development, support, and documentation. Flexibility PostgreSQL offers a high degree of flexibility, allowing developers to customize it to their specific needs. This makes it an ideal choice for businesses that handle sensitive data.

Database 139

Database Open Source Traffic Small Business 139

Dynatrace

JULY 9, 2020

Our recently launched Dynatrace API v2 was focused on providing a consistent developer experience, which enables our customers and partners to implement new use cases and use the API to manage Dynatrace at scale. Quality Gates for their Java or.NET Based applications! More tutorials on how to install Keptn can be found on [link].

Cloud 261

Cloud DevOps Azure Architecture 261

High Scalability

JUNE 11, 2020

Developers care about shipping secure applications. Application security products and processes, however, have not kept up with advances in software development. There are a new breed of tools hitting the market that enable developers to take the lead on AppSec. Need excellent people? Advertise your job here! Generous free tier.

Education 105

Education AWS Scalability Java 105

High Scalability

JANUARY 8, 2019

Client libraries are available for Node, Ruby, Python, PHP, Go, Java and.NET. Stream is currently also hiring Devops and Python/Go developers in Amsterdam. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. With your help we'd like to ad a few zeros to that number.

Java 137

Java Metrics Software Engineering DevOps 137