The Netflix TechBlog

FEBRUARY 9, 2021

This platform unlocks tremendous business value since product-oriented teams are now free to use the platform to experiment with different product offerings for our global audience, with little to no code changes required. This shape facilitates code reuse at the UI layer as well as the service layers. The world is constantly changing.

Engineering 142

Engineering Scalability Architecture Innovation 142

Scalegrid

JULY 13, 2020

Compare ease of use across compatibility, extensions, tuning, operating systems, languages and support providers. Oracle requires more complex ongoing administration, as all database configurations must evolve in conjunction with the data schemas and custom code. Scalability. Compare Ease of Use. PostgreSQL.

Open Source 244

Open Source Tuning C++ Database 244

DZone

SEPTEMBER 6, 2019

Application performance Review (also known as Application Performance Walkthrough or Application Performance Assessment) is the process of review of an existing application (in production) to evaluate its performance and scalability attributes. Performance and Scalability. You may also like: Seven Testing Sins and How To Avoid Them.

Processing 138

Processing Performance Scalability Best Practices 138

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 202

Java Scalability Traffic Architecture 202

The Netflix TechBlog

JANUARY 10, 2024

Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. Thus, depending on when the code change was merged, it could take anywhere between two and four weeks to reach production. The service also provides options that allow fine-tuning latency, throughput, etc.,

Processing 229

Processing Media Latency Innovation 229

Dynatrace

DECEMBER 5, 2023

Without collecting logs from the observed platform in a scalable AI-powered data lakehouse like Grail, it’s more of a challenge to identify the root cause of problems and provide details for troubleshooting or security incidents. Error logs for the process reveal a PHP syntax error with code-level information that caused the outage.

Efficiency 271

Efficiency Architecture Energy Monitoring 271

Dynatrace

OCTOBER 2, 2023

Because they’re separate, they allow for faster release cycles, greater scalability, and the flexibility to test new methodologies and technologies. Likewise, refactoring and rewriting code takes a lot of time and effort. In fact, it can be difficult to make code changes that won’t disrupt the entire system.

Architecture 237

Architecture Artificial Intelligence Cloud Open Source 237

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. Taken together, these features enable organizations to build software that is more scalable, reliable, and flexible than traditionally built software.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Dynatrace

JUNE 9, 2021

Web application security is the process of protecting web applications against various types of threats that are designed to exploit vulnerabilities in an application’s code. Modern applications, on average, comprise 70% of open-source software, the rest being custom code. And open-source software is rife with vulnerabilities.

Open Source 183

Open Source Entertainment Tuning Internet 183

Percona

OCTOBER 10, 2023

Percona provides a drop-in replacement solution for MongoDB Community Edition that is based on the same upstream code delivered by MongoDB, Inc. delivering the Upstream code do a great job and build a very solid tool. Stay tuned for more news about MongoDB offerings. Why choose Percona Server for MongoDB?

Availability 96

Availability Servers Database Open Source 96

Dynatrace

SEPTEMBER 29, 2021

This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. These tools integrate tightly with code repositories (such as GitHub) and continuous integration and continuous delivery (CI/CD) pipeline tools (such as Jenkins). What is Docker? Watch webinar now!

Open Source 307

Open Source Traffic DevOps Cloud 307

Dynatrace

AUGUST 16, 2021

Providing standardized self-service pipeline templates, best practices, and scalable automation for monitoring, testing, and SLO validation. Example #1 – Deploy application code to Kubernetes. Automating lifecycle orchestration including monitoring, remediation, and testing across the entire software development lifecycle (SDLC).

Software 246

Software Software Open Source Azure 246

High Scalability

AUGUST 24, 2021

We believe the only way to maintain and scale our standards is to focus on quality code. No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Get started for free!

Education 100

Education DevOps Infrastructure Benchmarking 100

Dynatrace

OCTOBER 7, 2020

Stay tuned for an upcoming blog series where we’ll give you a more hands-on walkthrough of how to ingest any kind of data from StatsD, Telegraf, Prometheus, scripting languages, or our integrated REST API. Scalable and easy Prometheus support for Kubernetes. Stay tuned. Dynatrace unlocks over 200 new technology integrations.

Open Source 258

Open Source Metrics Analytics Tuning 258

High Scalability

OCTOBER 27, 2021

We believe the only way to maintain and scale our standards is to focus on quality code. No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Get started for free!

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 29, 2021

We believe the only way to maintain and scale our standards is to focus on quality code. No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Get started for free!

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 15, 2021

We believe the only way to maintain and scale our standards is to focus on quality code. No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Learn to balance architecture trade-offs and design scalable enterprise-level software. Get started for free!

Education 100

Education DevOps Infrastructure Benchmarking 100

The Netflix TechBlog

NOVEMBER 3, 2023

This includes features such as autoscaling, the ability to manage pipelines declaratively via Infrastructure as Code, and a rich connector ecosystem. This makes the query service lightweight, scalable, and execution agnostic. Stay tuned for more updates! We plan on gradually expanding the supported capabilities over time.

Processing 265

Processing Engineering Infrastructure Latency 265

Dynatrace

JULY 24, 2023

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. For example, consider an e-commerce website that automatically sends personalized discount codes to customers who abandon their shopping carts. DevOps teams need automation that goes beyond passive observations.

DevOps 225

DevOps Traffic Efficiency Servers 225

Dynatrace

JUNE 2, 2020

Drive developer experience through consistency and scalability. The Dynatrace Environment API v2 delivers a consistent developer experience and scalability by providing a set of common features for all endpoints. Therefore, only the necessary data is transmitted over the wire, which also improves the scalability of the interface.

Metrics 186

Metrics Scalability Tuning Monitoring 186

Percona

DECEMBER 13, 2023

MySQL 8 introduces Error Log Filtering as a mechanism to fine-tune the error log, allowing administrators to focus on the most critical issues. The value of log_error_suppression_list can either be an empty string, indicating no suppression, or a list of one or more comma-separated values representing the error codes to be suppressed.

Database 91

Database Open Source Tuning Traffic 91

Dynatrace

OCTOBER 8, 2020

This means, you don’t need to change even a single line of code in the serverless functions themselves. 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. So please stay tuned!

Lambda 300

Lambda AWS Programming Serverless 300

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. Dynatrace drives and embraces open standards.

AWS 180

AWS Metrics Analytics Government 180

Percona

JUNE 2, 2023

Then you might need to delve into MySQL tuning and replicas. With a little tuning, though, MySQL could hold its own. It wasn’t just free, as in beer; it demonstrated the benefits of having access to source code. Lots of people got their start tinkering with source code, modifying WordPress, or writing plugins for it.

Open Source 92

Open Source Traffic Tuning Database 92

Dynatrace

FEBRUARY 9, 2021

All technologies and extensions provide or permit additional contexts, like user sessions and experience, interdependencies between components, or code-level information in addition to the three pillars of observability (traces, metrics, and logs). Our goal is to make this process simple, scalable, and enjoyable.

Software 146

Software Software Technology Technology 146

Scalegrid

MARCH 22, 2024

This process thoroughly assesses factors like cost-effectiveness, security measures, control levels, scalability options, customization possibilities, performance standards, and availability expectations. Choosing the Right Cloud Services Choosing the right cloud services is crucial in developing an efficient multi cloud strategy.

Strategy 130

Strategy Cloud Government Innovation 130

The Netflix TechBlog

NOVEMBER 9, 2020

Netflix is known for its loosely coupled and highly scalable microservice architecture. This solves many of the consistency and development velocity challenges with minimal tradeoffs on dimensions like scalability and operability. Independent services allow for evolving at different paces and scaling independently.

Architecture 359

Architecture Engineering Scalability Open Source 359

Dynatrace

FEBRUARY 10, 2021

Critical success factors – velocity, resilience, and scalability. Automated, closed-loop remediation of releases that fail in production, combining AI-powered root-cause analysis to pinpoint issues with the code, and orchestration by Keptn, to automatically execute remediation runbooks without manual intervention.

Cloud 171

Cloud DevOps Speed Azure 171

Percona

OCTOBER 18, 2023

Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration. You can tailor the database to meet your precise requirements by modifying the source code, adding extensions, or customizing configurations. Start by identifying the reasons driving the migration.

Open Source 89

Open Source Database Hardware Strategy 89

Dynatrace

DECEMBER 8, 2020

Teams are embracing new technologies and continuously deploying code. But what if you could see what’s running in production in real-time, continuously analyzing all services for vulnerabilities, and prioritizing those based on what code is called? They also can’t provide deep insights unless you have source code access.

Cloud 294

Cloud Open Source Internet Internet 294

Scalegrid

DECEMBER 19, 2019

Easy Setup & Use – PgBouncer is one of the easiest PostgreSQL connection poolers to setup out of the box, and it also requires no client-side code changes. Stay tuned for our fourth post in this four-part series where we compare PgBouncer vs. Pgpool-II. And that is it! You can be up and running very quickly with PgBouncer.

Cache 246

Cache Architecture Database Servers 246

The Netflix TechBlog

MARCH 1, 2021

The third generation, called Reloaded , has been online for about seven years and has proven to be stable and massively scalable. Dealing with production issues became an expensive chore that placed a tax on all developers because infrastructure code was all mixed up with application code. Delivery?—?A

Serverless 228

Serverless Media Latency Social Media 228

Dynatrace

NOVEMBER 17, 2020

Technical complexity has shifted from the actual code to the interdependencies between services. In 2006, Dynatrace released the first production-ready solution for distributed tracing with code-level insights. FaaS like AWS Lambda and Azure Functions are seamlessly integrated with no code changes. Deep-code execution details.

Analytics 159

Analytics Technology Technology Cloud 159

Dynatrace

NOVEMBER 4, 2019

Kubernetes was architected to allow for additional technologies and services to assist in speed, scalability and reducing the overall complexity which can arise from a Microservices environment. As an example, Kubernetes does not deploy source code, nor does it have the capacity to connect application-level services.

Monitoring 219

Monitoring Cloud Metrics Code 219

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. Use case #1: Identify scalability issues. Dynatrace news.

Java 103

Java Scalability Hardware Architecture 103

Dynatrace

OCTOBER 27, 2020

Credentials may, for example, be unintentionally exposed in log files, shared documents, and internal (or even external) source code repositories. An automated detection or prevention mechanism is the only reliable and scalable way of ensuring the highest possible security. So please stay tuned for upcoming announcements!

Tuning 150

Tuning Scalability Availability Code 150

The Netflix TechBlog

SEPTEMBER 18, 2020

coding, math, stats), and do what’s required to answer the highest priority business questions. They’re still analysts at heart but, similar to data engineers, they have a deep understanding of data warehouse capabilities and are pros at data processing optimization and performance tuning.

Analytics 240

Analytics Engineering Data Engineering Tuning 240