The Netflix TechBlog

NOVEMBER 14, 2023

In the previous installments of this series, we introduced Psyberg and delved into its core operational modes: Stateless and Stateful Data Processing. We’ll return to the sample customer lifecycle: Processing Requirement : Keep track of the end-of-hour state of accounts, e.g., Active/Upgraded/Downgraded/Canceled.

Tuning 244

Tuning Processing C++ Efficiency 244

Dynatrace

JULY 6, 2022

At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. Adding AIOps to automation processes makes the volume of data that applications and multicloud environments generate much less overwhelming.

Artificial Intelligence 182

Artificial Intelligence Tuning Strategy Big Data 182

The Netflix TechBlog

JUNE 30, 2020

In an effort to effectively and efficiently produce this content we are looking to improve and automate many areas of the production process. We combine our entertainment knowledge and our technical expertise to provide innovative technical solutions from the initial pitch of an idea to the moment our members hit play.

Engineering 238

Engineering Entertainment Logistics Innovation 238

Scalegrid

MARCH 22, 2024

Key Takeaways Multi-cloud strategies have become increasingly popular due to the need for flexibility, innovation, and the avoidance of vendor lock-in. Yet it reveals a migration trajectory favoring multi-cloud models as companies wake up to advantages such as heightened innovation potential tied with these varied service structures.

Strategy 130

Strategy Cloud Government Innovation 130

Brendan Gregg

DECEMBER 31, 2017

My last talk for 2017 was at AWS re:Invent, on "How Netflix Tunes EC2 Instances for Performance," an updated version of my [2014] talk. Our team looks after the BaseAMI, kernel tuning, OS performance tools and profilers, and self-service tools like Vector. We help where we can. Check them out. html [Introducing Nitro]: [link]

Tuning 61

Tuning AWS Best Practices Network 61

Brendan Gregg

DECEMBER 30, 2017

My last talk for 2017 was at AWS re:Invent, on "How Netflix Tunes EC2 Instances for Performance," an updated version of my [2014] talk. Our team looks after the BaseAMI, kernel tuning, OS performance tools and profilers, and self-service tools like Vector. We help where we can. Check them out. html [Introducing Nitro]: [link]

Tuning 52

Tuning AWS Best Practices Network 52

Dynatrace

JULY 16, 2021

This week my colleague Michael Winkler announced the general availability of Cloud Automation quality gates , a new capability that aims to provide answer-driven release validation as part of your delivery process. The innovative technology powering these recent and future use cases comes from Keptn , our recognized CNCF open-source project.

DevOps 243

DevOps Open Source Cloud Azure 243

Percona

DECEMBER 27, 2023

Most organizations are embracing DevSecOps, a term that covers processes and tooling enabling security to be integrated into the application development life cycle rather than treated as a separate process. This marks the end of an era of chaos, paving the way for efficiency gains, quicker innovation, and standardized practices.

Cloud 76

Cloud Open Source Strategy Best Practices 76

Dynatrace

FEBRUARY 8, 2021

Logs and events play an essential role in this mix; they include critical information which can’t be found anywhere else, like details on transactions, processes, users and environment changes. Manual troubleshooting is painful, hurts the business, and slows down innovation. So please stay tuned for updates. . New to Dynatrace?

Cloud 256

Cloud Azure Analytics AWS 256

Percona

OCTOBER 10, 2023

For one, they often favor stability over innovation. This is not a general rule, but as databases are responsible for a core layer of any IT system – data storage and processing — they require reliability. introduces is the limitation of the downgrade process. Stay tuned for more news about MongoDB offerings.

Availability 94

Availability Servers Database Open Source 94

Dynatrace

DECEMBER 2, 2021

And why have SLOs and SLIs become so important as teams automate processes to consistently meet SLAs and error budgets? As defined by Gartner , service-level objectives are an agreed-upon target within an SLA that must be achieved for each activity, function, and process to provide the best opportunity for customer success.

Metrics 184

Metrics Best Practices DevOps Infrastructure 184

Percona

AUGUST 17, 2023

Data analytics: With the right extensions and configurations, PostgreSQL can support analytical processing and reporting. Industry-specific uses include: E-commerce: Many e-commerce businesses use PostgreSQL to produce, process, and manage product catalogs, customer data, orders, and transactions. Free to innovate.

Open Source 76

Open Source Healthcare Social Media Database 76

The Netflix TechBlog

MARCH 14, 2023

User provides a sample image to find other similar images Prior engineering work Approach #1: on-demand batch processing Our first approach to surface these innovations was a tool to trigger these algorithms on-demand and on a per-show basis. Processing took several hours to complete. Here is a visualization of this flow.

Media 291

Media Innovation Energy Architecture 291

Adrian Cockcroft

JUNE 2, 2023

My talk was on Innovation and Tipping Points, the first half was based on some content I’ve given before on how to get out of the way of innovation by speeding up time to value or idea to implementation. You need to be able to innovate fast enough to pivot or reinvent your business model and leverage the change.

Social Media 98

Social Media Innovation Open Source Entertainment 98

The Netflix TechBlog

JANUARY 10, 2024

Future blogs will provide deeper dives into each service, sharing insights and lessons learned from this process. The Netflix video processing pipeline went live with the launch of our streaming service in 2007. The Netflix video processing pipeline went live with the launch of our streaming service in 2007.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

OCTOBER 28, 2021

The discoveries form inputs into the software development and delivery process, so new software and microservices will better stand up to unforeseeable events. Accelerates innovation. Increases resiliency and reliability. Advances collaboration. Improves customer satisfaction. Boosts business outcomes.

Engineering 218

Engineering Entertainment Cloud Infrastructure 218

Scalegrid

JANUARY 11, 2024

Key Takeaways Cloud security monitoring is a comprehensive approach involving both manual and automated processes to oversee servers, applications, platforms, and websites, using tools that are customized to fit unique cloud architectures. Get ready for actionable insights that balance technical depth with practical advice.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Adrian Cockcroft

NOVEMBER 26, 2023

SUS101: Sustainability innovation in AWS Global Infrastructure AWS is determined to make the cloud the cleanest and most energy-efficient way to run customers’ infrastructure and business. This includes providing the efficient, resilient services AWS customers expect, while minimizing their environmental footprint. AWS speaker: T.

AWS 52

AWS Energy IoT Best Practices 52

High Scalability

AUGUST 24, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Try it today!

Education 100

Education DevOps Infrastructure Benchmarking 100

O'Reilly

NOVEMBER 14, 2023

Ethan Mollick (with whom I rarely disagree) writes, “In the real world, most new ideas do not come from the ether; they are based on combinations of existing concepts, which is why innovation scholars have long pointed to the importance of recombination in generating ideas.” There’s an almost unending appetite for “industrial” music.

Social Media 88

Social Media Innovation Media Tuning 88

High Scalability

OCTOBER 27, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Try it today!

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 29, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Try it today!

Education 100

Education DevOps Infrastructure Benchmarking 100

High Scalability

SEPTEMBER 15, 2021

If you are an experienced DevOps Engineer who is constantly looking for ways to innovate and improve, we might just be the place for you! No more hassles of benchmarking and tuning algorithms or building and maintaining infrastructure for vector search. Bridgecrew is the cloud security platform for developers. Try it today!

Education 100

Education DevOps Infrastructure Benchmarking 100

Dynatrace

FEBRUARY 16, 2023

The goal is to turn more data into insights so the whole organization can make data-driven decisions and automate processes. Grail data lakehouse delivers massively parallel processing for answers at scale Modern cloud-native computing is constantly upping the ante on data volume, variety, and velocity.

Analytics 179

Analytics Innovation Metrics Database 179

SQL Performance

APRIL 15, 2020

This capability is essential when performance tuning since query events include discrete CPU and IO metrics as well as runtime parameters, which are key for troubleshooting query performance problems such as parameter sniffing. For some reason this thing will not go away! An Updated XE Session. sqlserver.existing_connection. sqlserver.login.

Azure 96

Azure Database Tuning Network 96

Adrian Cockcroft

JUNE 21, 2022

I really enjoyed the variety of working with several different customers every day, on different problems, and being part of an extremely innovative and fast growing company. Rich became co-author of the second edition of the Sun Performance Tuning book, to describe how it worked. Rich Pettit is one of the best programmers I ever met.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Percona

APRIL 12, 2023

Early years: Fueled by innovation and community-mindedness Initially, the lines weren’t so blurred, and certainly, they weren’t muddied. ” In those early years, the company reflected not only an innovative spirit but also a spirit of community-mindedness. looking out for MongoDB Inc.

Open Source 79

Open Source Programming Database Servers 79

Abhishek Tiwari

JANUARY 9, 2019

When it comes to agile estimation, quite often agile teams spend a big chunk of their time in heavyweight processes like detailed story point estimation to improve the predictability or accuracy of their estimates. Most importantly, optimising for velocity requires a culture of innovation, excellence, and empowerment.

Tuning 40

Tuning Software Engineering Innovation Engineering 40

The Agile Manager

JUNE 30, 2015

There are process and cultural considerations, too: an "optimized" business might squeeze more performance out of operations through software, but is less likely to be capable of capitalizing on external data that allows it to "re-invent" its industry through software. Today, production has few sustainable advantages: it is over-built (e.g.,

Software 40

Software Software Innovation Hardware 40

Tasktop

JANUARY 30, 2020

Set by the workers who know best about the current state of the value stream, as well as the talent and processes needed to support it, Flow Distribution helps development teams to have an important conversation with the business (Product/Line of Business owners) about how trade-offs impact the business. Flow Distribution in Action.

Healthcare 52

Healthcare Metrics Tuning Software 52

Dynatrace

JULY 20, 2022

While development teams focus on innovation and quick release cycles, operations teams and Site Reliability Engineers (SREs) focus on stability. Of course, your customers expect both fast innovation and reliability. Dynatrace news. Dynatrace Cloud Automation lets you track your most critical Service Level Objectives ( SLO ).

DevOps 223

DevOps Cloud Innovation Tuning 223

Dynatrace

OCTOBER 26, 2020

In this blog, I want to give you two examples of internal innovation projects at Dynatrace which leverage this new API, to truly show you the power – and the fun-ness of this new metric ingest ??. So stay tuned. The idea was inspired by an innovation day project of our lab in Klagenfurt. Goal: sending metrics to Dynatrace.

Innovation 150

Innovation Metrics Hardware Games 150

Smashing Magazine

JANUARY 7, 2022

Or let’s say that you’ve been getting numerous complaints regarding your onboarding/setup process for your product. When the work is ready to begin they go through an epic batching process to determine the more realistic scope of the work and what’s a feasible solution within the timeframe defined by the rough estimates. Pesky nails!

Design 94

Design Logistics Strategy Benchmarking 94

SQL Server According to Bob

FEBRUARY 15, 2018

Friday Sessions: SQL Intelligence excels your tuning and security expertise – Veljko Vasic, Ron Matchoro and Frans Lytzen. Adaptive query processing in SQL databases – Bob Ward and Conor Cunningham. If anything just come to see me explain the architecture which is an amazing innovative piece of software.

Engineering 40

Engineering Azure Best Practices Servers 40

Dynatrace

DECEMBER 5, 2023

No observability, no gains All these factors have made ARM an attractive computing architecture for innovative companies. Error logs for the process reveal a PHP syntax error with code-level information that caused the outage. See the complete list of log sources on each host page, even if the sources are tied to another process group.

Efficiency 259

Efficiency Architecture Energy Monitoring 259

Dynatrace

JANUARY 26, 2021

DevSecOps is a cross-team collaboration framework that integrates security into DevOps processes from the start rather than waiting to address security in a separate silo. DevOps has gained ground in recent years as a way to combine key operational principles with development cycles, recognizing that these two processes must coexist.

DevOps 261

DevOps Best Practices Open Source Tuning 261

Dynatrace

JUNE 9, 2021

Then I will describe various types of security products that can be used for web application security including some innovations that Dynatrace has recently introduced. 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.

Open Source 178

Open Source Entertainment Tuning Internet 178