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

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.

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Open Source Metrics Analytics Tuning 258

Percona

MARCH 23, 2023

This blog is in reference to our previous ones for ‘Innodb Performance Optimizations Basics’ 2007 and 2013. Although there have been many blogs about adjusting MySQL variables for better performance since then, I think this topic deserves a blog update since the last update was a decade ago, and MySQL 5.7

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Performance Hardware Tuning Storage 123

Dynatrace

DECEMBER 18, 2023

For busy site reliability engineers, ensuring system reliability, scalability, and overall health is an imperative that’s getting harder to achieve in ever-expanding, cloud-native, container-based environments. Please stay tuned! To get a more granular look into telemetry data, many analysts rely on custom metrics using Prometheus.

Metrics 183

Metrics Engineering Energy Tuning 183

Dynatrace

AUGUST 16, 2021

These problems are the drivers behind Dynatrace’s solution offering called Cloud Automation and this two-part blog series shows how to tackle these problems using GitHub Actions. Topics in this blog series. The post Part 1: How Dynatrace and GitHub help you deliver better software faster appeared first on Dynatrace blog.

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Software Software Open Source Azure 246

Percona

JUNE 2, 2023

WordPress, the ubiquitous publishing platform that launched millions of blogs and websites, turned 20 on May 27th. WordPress arrived on the scene as blogging was becoming a mainstream trend and helped launch, literally, millions of blogs. And if your blog got Slashdotted or just a high level of traffic in general?

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Open Source Traffic Tuning Database 92

Dynatrace

JUNE 9, 2021

In this blog, I’ll first cover the basics, explaining what web application security is and why it’s important. Positive filters are highly effective at blocking attacks but require constant tuning. Teams need to verify and potentially adjust this tuning every time the application changes. appeared first on Dynatrace blog.

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Open Source Entertainment Tuning Internet 183

The Netflix TechBlog

NOVEMBER 3, 2023

In our last blog post, we introduced “Data Mesh” — A Data Movement and Processing Platform. This makes the query service lightweight, scalable, and execution agnostic. Stay tuned for more updates! On the Data Platform team, we build the infrastructure used across the company to process data at scale.

Processing 265

Processing Engineering Infrastructure Latency 265

Percona

MARCH 23, 2023

In this blog post, we will explore some of the reasons why PostgreSQL is a top choice for enterprise-level databases. Conclusion PostgreSQL is a top choice for production-ready databases due to its scalability, reliability, flexibility, security, and community support.

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Database Open Source Traffic Small Business 113

Scalegrid

DECEMBER 19, 2019

In this blog post, we’ll explain how PgBouncer works, the pros and cons of using it, and how to setup the connection pooler. For more detailed instructions, or to build from source, you can follow the instructions from their blog. Stay tuned for our fourth post in this four-part series where we compare PgBouncer vs. Pgpool-II.

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Cache Architecture Database Servers 246

The Netflix TechBlog

FEBRUARY 18, 2022

To this end, we developed a Rapid Event Notification System (RENO) to support use cases that require server initiated communication with devices in a scalable and extensible manner. In this blog post, we will give an overview of the Rapid Event Notification System at Netflix and share some of the learnings we gained along the way.

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Systems Traffic Architecture Mobile 334

Dynatrace

OCTOBER 8, 2020

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! Why you need end-to-end observability for your AWS Lambda functions. Improved mapping and topology detection.

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Lambda AWS Programming Serverless 300

Percona

JUNE 20, 2023

In this blog, we will discuss a few such features that will put resource restrictions on users. RESOURCE_GROUP Overview and use them to fine-tune the load at MySQL 8: Load Fine Tuning With Resource Groups. These extra options could prevent a user from using all the resources and degrading the performance of MySQL.

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Tuning Database Open Source Scalability 103

Tech News Gather

JUNE 16, 2023

Welcome to the Consistent Blog, your go-to resource for valuable insights and expert guidance on building a highly profitable UberEats clone. Stay tuned to learn how to lay the foundation for a successful clone app that converts readers into leads. Stay tuned for valuable insights on designing a captivating UberEats clone.

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Social Media Tuning Strategy Media 52

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. Seeing is believing.

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AWS Metrics Analytics Government 180

Percona

MARCH 6, 2023

We will walk through how to figure that out in this blog. The first one has the formula I’ll mention in this blog, and the second has more details regarding Redo Logs. So you won’t have downtime if you need to tune this. But how do you know what the right Redo Log size is? MB per minute ( 3.74 GB per hour). . GB per hour).

Tuning 87

Tuning Open Source Database Engineering 87

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.

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Metrics Scalability Tuning Monitoring 186

Dynatrace

SEPTEMBER 29, 2021

This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. For a deeper look into how to gain end-to-end observability into Kubernetes environments, tune into the on-demand webinar Harness the Power of Kubernetes Observability. What is Docker? Kubernetes.

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Open Source Traffic DevOps Cloud 307

The Netflix TechBlog

AUGUST 17, 2023

Watching every moment of content to find the best frames and select them manually takes a lot of time, and this approach is often not scalable. Each algorithm needed a process of evaluation and tuning to get great results in AVA Discovery View. For many teams and titles, Stills are essential to Netflix’s promotional asset strategy.

Media 169

Media Scalability Architecture Strategy 169

The Netflix TechBlog

DECEMBER 8, 2021

We knew that given our scale, we needed to rely heavily on automations and that we needed to build our solutions using battle tested scalable infrastructure. Snare Finding Lifecycle Overview Snare was built from the ground up to be scalable to manage Netflix’s massive scale. Make sure to check out some of our other recent blog posts!

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AWS Cloud Infrastructure Scalability 196

Dynatrace

FEBRUARY 9, 2021

Our goal is to make this process simple, scalable, and enjoyable. Our enterprise-grade platform takes care of scalability and manageability including load balancing, routing, and central management. So please stay tuned for updates. .

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Software Software Technology Technology 146

The Netflix TechBlog

NOVEMBER 24, 2023

However, this approach has a major drawback: it is not scalable because we either have to label images manually or create new asset variants differing only in the feature under investigation. We have used grid search for tuning the XGBoosting classifier & regressor hyperparameters. For the estimation of the nuisance functions (i.e.,

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Tuning Design Testing Engineering 201

Dynatrace

FEBRUARY 10, 2021

Critical success factors – velocity, resilience, and scalability. Stay tuned for another blog post demonstrating how Dynatrace Cloud Automation addresses velocity, resilience, and scalability from a practitioner’s point of view.

Cloud 171

Cloud DevOps Speed Azure 171

HammerDB

APRIL 19, 2023

In this blog, we aim to call out some key considerations when trying to assess MySQL performance for your application. Since we are posting this blog on the HammerDB blog site, we will not describe the HammerDB workload in this blog. MySQL has thousands of other settings and is beyond the scope of this blog.

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Performance Benchmarking Cache Storage 54

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

The Netflix TechBlog

MARCH 14, 2023

In addition, we were able to perform a handful of A/B tests to validate or negate our hypotheses for tuning the search experience. You can find more about what the team has built and how it is getting used in these blog posts. We will continue to share our work in this space, so stay tuned.

Media 291

Media Innovation Energy Architecture 291

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. In this blog post, we will explore one of the two error filtering methods, specifically focusing on priority-based error log filtering.

Database 91

Database Open Source Tuning Traffic 91

The Netflix TechBlog

NOVEMBER 20, 2023

In this blog post, we talk about the landscape and the challenges in workflows at Netflix. As our business scales globally, the demand for data is growing and the needs for scalable low latency incremental processing begin to emerge. Note that the backfill support is skipped in this blog.

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Processing Big Data Efficiency Engineering 210

Dynatrace

JULY 24, 2023

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. In this blog, we will dive into the transformative power of answer-driven automation. DevOps teams need automation that goes beyond passive observations.

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DevOps Traffic Efficiency Servers 225

The Netflix TechBlog

OCTOBER 19, 2020

In our previous blog post we introduced Edgar, our troubleshooting tool for streaming sessions. An additional implication of a lenient sampling policy is the need for scalable stream processing and storage infrastructure fleets to handle increased data volume. —?which is difficult when troubleshooting distributed systems.

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Infrastructure Transportation Storage Open Source 233

The Netflix TechBlog

MARCH 25, 2019

In the rest of this blog, we will a) touch on the complexity of Netflix cloud landscape, b) discuss lineage design goals, ingestion architecture and the corresponding data model, c) share the challenges we faced and the learnings we picked up along the way, and d) close it out with “what’s next” on this journey.

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Dynatrace

OCTOBER 27, 2020

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! The post Further enhance security by easily automating your API token protection appeared first on Dynatrace blog.

Tuning 150

Tuning Scalability Availability Code 150

Percona

OCTOBER 12, 2023

In this blog post, we’ll review how to run Linux profilers such as perf and produce flame graphs on Kubernetes environments. Manual flame graphs collection Although the tool is excellent and automatically provides flame graphs, we don’t have much control over tuning the selected profiler.

Code 107

Code Tuning C++ Benchmarking 107

The Netflix TechBlog

NOVEMBER 2, 2021

As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. The Reloaded system is a well-matured and scalable system, but its monolithic architecture can slow down rapid innovation. We call this system Cosmos.

Media 171

Media Innovation Metrics Latency 171

Dynatrace

DECEMBER 22, 2019

You can use these services in combinations that are tailored to help your business move faster, lower IT costs, and support scalability. Stay tuned for updates in Q1 2020. The post Get up to 300 new metrics out of the box with AWS supporting services (GA) appeared first on Dynatrace blog. Additional Dynatrace Help resources.

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AWS Metrics IoT Storage 137

Dynatrace

DECEMBER 22, 2019

You can use these services in combinations that are tailored to help your business move faster, lower IT costs, and support scalability. Stay tuned for updates in Q1 2020. The post Get up to 300 new metrics out of the box with AWS supporting services (GA) appeared first on Dynatrace blog. Additional Dynatrace Help resources.

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AWS Metrics IoT Storage 133

Dynatrace

JULY 21, 2020

The Dynatrace Software Intelligence Platform supports you on your way to the enterprise cloud with deep insights into containerized, scalable microservices on cutting-edge technologies like Red Hat OpenShift or Kubernetes. Stay tuned! Transform your mainframe applications into state-of-the-art business services with Dynatrace.

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Java Government Database Programming 182