The Netflix TechBlog

MARCH 4, 2024

In this blog post, we present our project on Auto Remediation, which integrates the currently used rule-based classifier with an ML service and aims to automatically remediate failed jobs without human intervention. the monetary costs of running the job) to avoid blindly recommending configurations with excessive resource consumption.

Tuning 210

Tuning Efficiency Big Data Engineering 210

CSS Wizardry

MARCH 28, 2022

An analogy I use with non-technical stakeholders goes a little like this: You need to get the kids to school for 08:30. elements, as long as we don’t mess things up, are quick to be discovered by the preload scanner , and as such, can be requested in parallel to preceding—even blocking—resources. and not have to wait until layout.

Virtualization 330

Virtualization Google Metrics Testing 330

The Netflix TechBlog

NOVEMBER 11, 2022

We present a systematic overview of the unexpected streaming behaviors together with a set of model-based and data-driven anomaly detection strategies to identify them. which comes in the form of a few Uniform Resource Locators (URLs) that are used by the clients to get the movie streams.

C++ 312

C++ Metrics Tuning Strategy 312

Scalegrid

JANUARY 11, 2024

Get ready for actionable insights that balance technical depth with practical advice. To make efficient use of time and resources, best practices suggest assessing cloud service providers, adopting a layered approach to cloud security, and leveraging automation for scanning and monitoring.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

MAY 17, 2022

The technicalities are simple to understand. Instead of deploying a single custom resource (a “Dynakube”) the Dynatrace Operator deploys a second, or third Dynakube to target separate Dynatrace environment API endpoints. Along with selected namespaces, Dynatrace automatically monitors Kubernetes nodes.

Availability 324

Availability Scalability Cloud Metrics 324

Dynatrace

AUGUST 25, 2023

The costs and challenges of technical debt Retaining older systems brings both direct and indirect costs. Further, legacy custom-developed apps were not built to meet the present-day user experience that HHS clients and partners expect. Both can result in lost productivity for IT teams and staff in the field.

Government 212

Government Infrastructure Programming Cloud 212

Dynatrace

JUNE 28, 2022

Although most organizations invest in innovative mobile app development, not many allocate enough resources toward delivering and measuring the high-quality user experiences customers expect. Mobile applications can present big revenue opportunities when executed with customer experience in mind.

Mobile 219

Mobile Analytics Best Practices Software Engineering 219

Dynatrace

SEPTEMBER 15, 2020

Stefano started his presentation by showing how much cost and performance optimization is possible when knowing how to properly configure your application runtimes, databases, or cloud environments: Correct configuration of JVM parameters can save up to 75% resource utilization while delivering same or better performance!

Performance 191

Performance Java Metrics Cloud 191

Dynatrace

DECEMBER 16, 2019

Many of us are already familiar with technical debt. Summarized: technical debt is measured by the catch-up rework required to compensate for poor decisions. Commonly applied to development processes, technical debt accrues overtime when we choose an inefficient path of least resistance. Dynatrace news. Intellectual debt.

Artificial Intelligence 152

Artificial Intelligence Traffic Efficiency Innovation 152

Dynatrace

JANUARY 16, 2023

The rapid adoption is driven—and challenged by—an ever-growing ecosystem of Kubernetes technologies that add advanced platform features, such as security, microservice communications, observability, scaling, resource utilization, and so on. The different infrastructure setup reflects economic and technical considerations.

Open Source 348

Open Source Java Operating System Programming 348

Dynatrace

MARCH 8, 2022

We have joined other employee resource groups (ERGs) in creating “Dynaspace,” which embodies our vision of safe spaces for all Dynatrace’s minority groups and their allies. Kayan Hales, Manager of Technical Product Specialists in Dynatrace One, presented on AWS with the help of Twinkle Joshi, Software Engineer.

Education 186

Education Games Tuning Software Engineering 186

Dynatrace

JUNE 9, 2023

From a technical perspective, however, cloud-based analytics can be challenging. Data scale and silos present challenges to DevOps maturity DevOps teams often run into problems trying to drive better data-driven decisions with observability and security data.

DevOps 191

DevOps Analytics Storage Metrics 191

Dynatrace

DECEMBER 16, 2021

It’s present in major platforms from Amazon Web Services to VMware, and services large and small. The amount of recordable data is broad, and ranges from basic user browser and web page information to detailed technical information about the system Log4j 2 is running on. Also, check back on this FAQ blog for frequent updates.

Internet 263

Internet Internet Games Java 263

Dynatrace

AUGUST 24, 2022

Without automatic problem prioritization, you might easily misallocate your resources to low-priority issues. An error budget can be understood as a metric value that equates to an acceptable rate of technical errors that can occur in a system before the errors affect end user experience.

Metrics 214

Metrics Systems Cloud Engineering 214

Dynatrace

MAY 4, 2022

Technical issues, such as API incompatibilities, lack of fully automated CI/CD pipelines , and managing multiple clouds are also slowing teams down. These frustrations include services purchased outside of IT protocols, lack of resources and skills, and silos created by organizational barriers.

Cloud 190

Cloud DevOps Strategy Monitoring 190

Dynatrace

OCTOBER 4, 2022

But on their own, logs present just another data silo as IT professionals attempt to troubleshoot and remediate problems. Further, these resources support countless Kubernetes clusters and Java-based architectures. Beyond the technical benefits, a data lakehouse brings benefits to the whole business. Eliminates team silos.

Analytics 229

Analytics Storage Infrastructure Metrics 229

Dynatrace

MAY 31, 2021

Although Kubernetes simplifies application development while increasing resource utilization, it is a complex system that presents its own challenges. What challenges does it present, and how can you overcome them? Vertical pod autoscaling, an add-on, adjusts the resource requests and limits pod CPU or memory usage as needed.

Virtualization 133

Virtualization DevOps Infrastructure Cloud 133

Dynatrace

DECEMBER 24, 2020

Even IT, DevOps, and SRE professionals who think observability is technically achievable may still assume that only applications that run on a single cloud platform is within its scope, resulting in only a partial view of their environment. Myth 4 – An observability solution can’t handle multi-cloud complexity.

DevOps 252

DevOps Infrastructure Cloud Monitoring 252

The Netflix TechBlog

OCTOBER 27, 2021

Technically, Metaflow provides a Python API that allows the user to inspect all details e.g., in a notebook, but writing code in a notebook to answer basic questions like this felt overkill and unnecessarily tedious. The DAG view presents all the steps of a flow and how they are related. Each step may have developer comments.

Open Source 222

Open Source Monitoring Scalability Code 222

Dynatrace

AUGUST 10, 2021

is Dynatrace’s regional roadshow that gives APAC’s leading CIOs, CDOs, Cloud Architects, IT Operations, DevOps, SRE, and AIOps professionals access to live keynotes and breakout learning sessions with local technical experts to accelerate their digital transformation. As you can see, I was a big fan of this session.

DevOps 246

DevOps Innovation Big Data Cloud 246

Dynatrace

AUGUST 30, 2019

The team also lowered the total cost of operations by reducing resource consumption, leading to a lower cost for both on-premise and cloud workloads: 66% reduction in memory utilization. Missing Cache Settings – Make sure you cache resources that don’t change often on the browser or use a CDN.

Cache 203

Cache Database Architecture Government 203

All Things Distributed

MAY 27, 2015

It became such a hit among developers that we decided to reopen the loft last year August after its initial run of 4 weeks, making sure everyone would have continued access to this important resource. Building on the success of the San Francisco loft the team will now also open a pop-up loft in New York City on June 24 at 350 West Broadway.

AWS 98

AWS Education Big Data Games 98

O'Reilly

APRIL 23, 2024

What is the limited resource that they control and monopolize? Fast forward to the present, and Amazon has clearly given up on the goal of finding the best result for its users. Then the cycle begins again with a new class of competitors, who are forced to explore new, disruptive technologies that reset the entire market.

Social Media 101

Social Media Google Internet Internet 101

Percona

OCTOBER 18, 2023

Community support One of the most significant advantages of open source databases is the expansive global community of users, developers, DBAs, and enthusiasts who collaborate to provide a seemingly never-ending array of how-tos, resources, guidance, and solutions to help you make your database more performant and secure.

Open Source 94

Open Source Database Hardware Strategy 94

Percona

MAY 15, 2023

In short, any data that is written must be consistent with the data present. To do so, I built a simple POC that illustrates how you can use Percona Operator for MySQL (POM) and ProxySQL to build a sharded environment with a good level of automation for some standard operations like backup/restore software upgrade and resource scaling.

Traffic 125

Traffic Scalability Database Servers 125

Scalegrid

DECEMBER 28, 2023

into manageable portions to avoid potential discrepancies related to the enormous amounts of data present. Take note that using the skip method may become tedious when handling large collections of data sets given its resource-demanding characteristics during operation.

Best Practices 130

Best Practices Efficiency Strategy Speed 130

All Things Distributed

SEPTEMBER 26, 2014

The AWS Loft is all about helping you scale and grow your business by offering free AWS technical resources. Or you can plugin, hang out, get some work done, and stick around for evening presentations by innovative startups and community experts. AWS Technical Bootcamps. Take a look at the AWS Loft homepage.

AWS 113

AWS Games Education Innovation 113

Dynatrace

JUNE 17, 2019

Most of the teams we talked with told us that they spend too much time and resources on building pipelines, custom integrations between tools and managing their own data stores. Technically, uniforms are already available with keptn 0.2.x The first problem keptn solves is enterprise-wide automated continuous delivery!

Cloud 201

Cloud Open Source Traffic Architecture 201

Jos

JUNE 2, 2018

Steve Souders was one of the first in reverse-engineering how browsers requested and waited for resources. What resources are blocking? presented in Google IO 2018 ( source ) These tools make it easier to determine where we need to put emphasis to improve our sites. Arrange a presentation and show them. And this is fine.

Performance 237

Performance Speed Google Media 237

Testsigma

MAY 14, 2021

The best part is that we do not own it, can easily lease it from a service provider, can easily scale up and scale down according to requirements and only have to pay for the amount of time we use the cloud resources. Data is present on the local server and hence cannot be accessed from everywhere. Cloud-based testing disadvantages.

Cloud 67

Cloud Testing Testing Tools Internet 67

Smashing Magazine

OCTOBER 15, 2021

Even once COVID-driven economic conditions cease to exist in the (hopefully) near future, outsourcing will remain a better option for many companies, both in terms of financial resources and worldwide talent engagement. At present, customer satisfaction is certainly a priority. These skills may seem purely technical.

Design 113

Design Website Efficiency Games 113

Strategic Tech

JANUARY 19, 2020

Time and resources are limited. How we spend our time and apply our resources when developing software systems is possibly the most fundamental and difficult challenge. A natural tendency for software engineers is to gravitate towards the most technically interesting challenges.

Open Source 87

Open Source Games Innovation Strategy 87

Percona

MAY 2, 2023

Useful resources Finally, you can reach us through social networks, our forum, or access our material using the links presented below: Blog Solution Briefs White Papers Ebooks Technical Presentations archive Videos/Recorded Webinars Forum Knowledge Base (Percona Subscriber exclusive content)

Social Media 122

Social Media Database Servers Cache 122

Smashing Magazine

DECEMBER 6, 2021

When a link is presented as “here” or “this,” it’s harder to aim it with a cursor or finger. A link that guides to some downloadable resource needs a slightly different treatment. If you’re going to draw people’s attention to the main action, think of presenting it as a button: “Subscribe to the newsletter”. Large preview ).

Website 141

Website Design Internet Internet 141

Tasktop

APRIL 8, 2020

I’ve been blown away by the pool of creative ideas and resources they’re pulling together to help each other out during the pandemic. Technical Account Manager, Ryan MacGillis, put together an easy activity for his son, Landon, adding that, “This was a simple and fun activity for our two-year-old son.

Entertainment 52

Entertainment Games Software Engineering Virtualization 52

Testsigma

FEBRUARY 12, 2021

In this mode, QA and testing costs are lower and in-house resources are not required. Presently we know it is far from easy to forecast the future – all of us have discovered this in 2020 through major ups and downs. Present Artificial Intelligence investments in North America alone are estimated to hit USD 6-7 billion.

Artificial Intelligence 92

Artificial Intelligence Software Software IoT 92

Percona

MARCH 30, 2023

A company will enter a relationship with that vendor because the vendor’s solution addresses present business objectives. And there are strong, passionate online open source communities that can be a useful resource if challenges arise.

Open Source 77

Open Source Database Storage Scalability 77