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. This feature support required a significant update in the data table design (which includes new tables and updating existing table columns).

Media 237

Media Traffic Processing Design 237

Percona

MARCH 17, 2023

These updates are designed to keep databases running at peak performance and simplify database operations. But as companies grow and see more demand for their databases, we need to ensure that PMM also remains scalable so you don’t need to worry about its performance while tending to the rest of your environment.

Monitoring 100

Monitoring Scalability Cache Database 100

Dynatrace

NOVEMBER 2, 2022

According to one statistic, 76% of digital teams are responsible for delivering revenue , so software reliability and scalability are an increasing focus as these teams contribute to the bottom line. Software development success no longer means just meeting project deadlines. Autonomous testing.

Software 188

Software Software Artificial Intelligence DevOps 188

Dynatrace

OCTOBER 17, 2023

Grail is designed for scalability, with no technical prerequisites or additional hosting and storage costs as ingestion rates increase. DQL offers many options for analyzing logs, such as extracting metrics from historical data and charting or visualizing them.

Retail 229

Retail Storage Best Practices Architecture 229

Dynatrace

DECEMBER 21, 2023

Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. For a deeper look into these and many other recommendations, my colleagues and I wrote an eBook about performance and scalability on the topic.

Cloud 202

Cloud Energy Best Practices Cache 202

High Scalability

FEBRUARY 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today.

Software 125

Software Software Analytics Infrastructure 125

High Scalability

MARCH 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today.

Software 122

Software Software Analytics Infrastructure 122

High Scalability

MARCH 5, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today.

Software 116

Software Software Analytics Infrastructure 116

High Scalability

JANUARY 8, 2019

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Java 137

Java Metrics Software Engineering DevOps 137

Dynatrace

JANUARY 31, 2024

The exponential growth of data volume—including observability, security, software lifecycle, and business data—forces organizations to deal with cost increases while providing flexible, robust, and scalable ingest. This “data in context” feeds Davis® AI, the Dynatrace hypermodal AI , and enables schema-less and index-free analytics.

Analytics 189

Analytics Processing Transportation Storage 189

High Scalability

DECEMBER 11, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Java 125

Java Metrics Software Engineering DevOps 125

High Scalability

JUNE 19, 2018

Datadog is a cloud-scale monitoring platform that combines infrastructure metrics, distributed traces, and logs all in one place. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Advertise your job here!

Metrics 125

Metrics Software Engineering Engineering Infrastructure 125

High Scalability

DECEMBER 4, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Java 120

Java Metrics Software Engineering DevOps 120

High Scalability

JUNE 4, 2019

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. Need excellent people? Advertise your job here!

Java 116

Java Metrics Software Engineering Traffic 116

High Scalability

OCTOBER 30, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Ecommerce 120

Ecommerce Java Metrics Software Engineering 120

High Scalability

OCTOBER 2, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Ecommerce 120

Ecommerce Java Metrics Software Engineering 120

High Scalability

NOVEMBER 13, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Ecommerce 117

Ecommerce Java Metrics Software Engineering 117

High Scalability

DECEMBER 18, 2018

Senior DevOps Engineer : Your engineering work will focus on using your deep knowledge of the web stack including firewalls, web applications, caches and data stores ­ to create innovative infrastructure architectures that are resilient, scalable, and blazingly fast. It's a tool (actually, multiple tools) that your entire team will love.

Healthcare 122

Healthcare Best Practices DevOps Cache 122

High Scalability

FEBRUARY 5, 2019

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Software 122

Software Software Infrastructure Metrics 122

High Scalability

JULY 10, 2018

Datadog is a cloud-scale monitoring platform that combines infrastructure metrics, distributed traces, and logs all in one place. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Advertise your job here!

Ecommerce 107

Ecommerce Metrics Software Engineering Engineering 107

The Netflix TechBlog

MAY 21, 2019

The device ecosystem is rich with partners ranging from Silicon-on-Chip (SoC) manufacturers, Original Design Manufacturer (ODM) and Original Equipment Manufacturer (OEM) vendors. Solving the above problems could help Netflix and our Partners save time and money during the entire lifecycle of device design, build, test, and certification.

Testing 163

Testing AWS Lambda Network 163

High Scalability

FEBRUARY 5, 2019

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Software 119

Software Software Infrastructure Metrics 119

High Scalability

SEPTEMBER 18, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Ecommerce 117

Ecommerce Java Metrics Engineering 117

High Scalability

AUGUST 7, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Ecommerce 107

Ecommerce Metrics Software Engineering Engineering 107

High Scalability

SEPTEMBER 4, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Ecommerce 107

Ecommerce DevOps Java Metrics 107

The Netflix TechBlog

OCTOBER 19, 2020

Now let’s look at how we designed the tracing infrastructure that powers Edgar. An additional implication of a lenient sampling policy is the need for scalable stream processing and storage infrastructure fleets to handle increased data volume. Mantis is our go-to platform for processing operational data at Netflix.

Infrastructure 233

Infrastructure Transportation Storage Open Source 233

High Scalability

AUGUST 21, 2018

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Ecommerce 105

Ecommerce DevOps Java Metrics 105

High Scalability

JANUARY 19, 2019

For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. We found that High Scalability readers are about 80% more likely to be in the top bracket of engineering skill. The Solution to Your Operational Diagnostics Woes.

Software 105

Software Software Infrastructure Metrics 105

Percona

AUGUST 17, 2023

It’s used for data management (shocker), application development, and data analytics. In another survey, using multiple metrics for overall popularity, PostgreSQL ranks as the fourth most popular database management system ( DB-Engines, March 2023 ). PostgreSQL is open source relational database management software.

Open Source 80

Open Source Healthcare Social Media Database 80

Edge Perspectives

JANUARY 21, 2019

Institutional transformation For those of you familiar with our work on the Big Shift , we’ve developed a perspective that all our institutions are going to need to go through a fundamental transformation from a scalable efficiency model to a scalable learning model. Diving deeper into learning So, what does scalable learning imply?

Innovation 104

Innovation Scalability Efficiency Mobile 104

Dynatrace

OCTOBER 1, 2021

In IT and cloud computing, observability is the ability to measure a system’s current state based on the data it generates, such as logs, metrics, and traces. The architects and developers who create the software must design it to be observed. Why is it important, and what can it actually help organizations achieve?

Metrics 363

Metrics Open Source Monitoring Infrastructure 363

Dynatrace

OCTOBER 6, 2023

Grail: Enterprise-ready data lakehouse Grail, the Dynatrace causational data lakehouse, was explicitly designed for observability and security data, with artificial intelligence integrated into its foundation. There is a default bucket for each table. Here is the list of tables and corresponding default buckets in Grail.

Artificial Intelligence 255

Artificial Intelligence Analytics Metrics Storage 255

Dynatrace

NOVEMBER 20, 2023

How this data-driven technique gives foresight to IT teams – blog By analyzing patterns and trends, predictive analytics enables teams to take proactive actions to prevent problems or capitalize on opportunities. The short answer: The three pillars of observability—logs, metrics, and traces—concentrated in a data lakehouse.

AWS 203

AWS Artificial Intelligence Analytics Cloud 203

Dynatrace

OCTOBER 4, 2022

These technologies are poorly suited to address the needs of modern enterprises—getting real value from data beyond isolated metrics. Grail needs to support security data as well as business analytics data and use cases. A data lakehouse addresses these limitations and introduces an entirely new architectural design.

Artificial Intelligence 261

Artificial Intelligence Analytics Storage Architecture 261

High Scalability

APRIL 16, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today.

Analytics 26

Analytics Java Metrics Software Engineering 26

High Scalability

APRIL 10, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Learn what has changed in the analytics landscape and how to avoid the major pitfalls which can hinder your organization from growth. Register for the webinar today.

Analytics 26

Analytics Java Metrics Software Engineering 26

Dynatrace

JUNE 27, 2023

Logs complement metrics and enable automation Cloud practitioners agree that observability, security, and automation go hand in hand. Logs complement out-of-the-box metrics and enable automated actions for responding to availability, security, and other service events.

AWS 191

AWS Cloud Lambda Analytics 191