The Netflix TechBlog

NOVEMBER 11, 2022

Data analysis and machine learning techniques are great candidates to help secure large-scale streaming platforms. Although model-based anomaly detection approaches are more scalable and suitable for real-time analysis, they highly rely on the availability of (often labeled) context-specific data.

C++ 312

C++ Metrics Tuning Strategy 312

Dynatrace

AUGUST 16, 2021

inventory and analysi s? Providing standardized self-service pipeline templates, best practices, and scalable automation for monitoring, testing, and SLO validation. Below is an example of the Dynatrace release inventory screen that shows: Release and version analysis by component using filters. awareness ? SLO validation – ?Automatically

Software 246

Software Software Open Source Azure 246

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.

Java 185

Java Government Database Programming 185

Dynatrace

JUNE 2, 2020

Impact analysis of problems from multiple business perspectives. 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. Please stay tuned for more details.

Metrics 188

Metrics Scalability Tuning Monitoring 188

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. This is particularly beneficial in high-traffic environments where minimizing log noise is crucial for efficient log analysis.

Database 94

Database Open Source Tuning Traffic 94

Dynatrace

APRIL 20, 2023

Modern organizations ingest petabytes of data daily, but legacy approaches to log analysis and management cannot accommodate this volume of data. Traditional log analysis evaluates logs and enables organizations to mitigate myriad risks and meet compliance regulations. Grail enables 100% precision insights into all stored data. .

Analytics 196

Analytics Infrastructure Storage Efficiency 196

Dynatrace

OCTOBER 28, 2021

Once established, chaos engineering becomes an effective way to fine tune service-level indicators and objectives, improve alerting, and build more efficient dashboards, so you know you are collecting all the data you need to accurately observe and analyze your environment. Controlling the chaos.

Engineering 235

Engineering Entertainment Cloud Infrastructure 235

Adrian Cockcroft

JUNE 21, 2022

I became the Sun UK local specialist in performance and hardware, and as Sun transitioned from a desktop workstation company to sell high end multiprocessor servers I was helping customers find and fix scalability problems. Rich became co-author of the second edition of the Sun Performance Tuning book, to describe how it worked.

Tuning 52

Tuning Benchmarking Engineering C++ 52

Dynatrace

MAY 28, 2024

Log analytics simplified: Deeper insights, no DQL required Your team will immediately notice the streamlined log analysis capabilities below the histogram. Stay tuned for even wider support of log data embedded seamlessly into the context of Dynatrace Apps, and better ways to get answers from logs without writing queries.

Analytics 160

Analytics Infrastructure Database Monitoring 160

Dynatrace

APRIL 17, 2024

Mainframe is a strong choice for hybrid cloud, but it brings observability challenges IBM Z is a mainframe computing platform chosen by many organizations with a hybrid cloud strategy because of its security, resiliency, performance, scalability, and sustainability. Next you can start using logs in your troubleshooting and analysis tasks.

Operating System 214

Operating System Energy Infrastructure Architecture 214

KeyCDN

AUGUST 15, 2019

Before you begin tuning your website or application, you must first figure out which metrics matter most to your users and establish some achievable benchmarks. Quantitative performance testing looks at metrics like response time while qualitative testing is concerned with scalability, stability, and interoperability.

Testing Tools 55

Testing Tools Best Practices Performance Testing Testing 55

Dynatrace

DECEMBER 5, 2023

Without an observability platform to collect and process signals, and provide AI-powered answers for problem detection, root cause identification, and impact analysis, the migration to ARM remains only a roadmap item for many AIOps teams. In the following example, a synthetic monitor is set up for webpage uptime monitoring.

Efficiency 274

Efficiency Architecture Energy Monitoring 274

Dynatrace

OCTOBER 22, 2019

This is why threads are often the source of scalability as well as performance issues. Thread dumps are now a thing of the past; the future belongs to 24×7 continuous thread analysis. Identify and solve performance bottlenecks faster with continuous thread analysis. Use case #1: Identify scalability issues.

Java 103

Java Scalability Hardware Architecture 103

Dynatrace

JUNE 16, 2022

Contextual analysis. An ideal RASP technology does not need training or fine-tuning to learn what bad application behavior looks like. These limitations include the following: High tuning and monitoring overhead. Not scalable in cloud-native environments. This reduces false positives in your DevSecOps process.

Tuning 231

Tuning Cloud Open Source Network 231

Brendan Gregg

APRIL 30, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 43

DevOps Network Best Practices Programming 43

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.

Open Source 310

Open Source Traffic DevOps Cloud 310

Dynatrace

JUNE 27, 2023

Centralized log management for scalable ingestion into Grail As AWS S3 proves to be the preferred way of storing cloud logs, enterprise customers face mounting challenges in putting S3 log data to use. The log forwarder sends the data to the generic log ingest API in your Dynatrace SaaS tenant for Grail analysis.

AWS 208

AWS Cloud Lambda Analytics 208

Brendan Gregg

APRIL 29, 2018

In this year's CFP we’re looking for topics covering the latest trends and best practices in cloud computing, containerization, machine learning, big data, infrastructure, scalability, DevOps, IT management, automation, reliability, monitoring, performance tuning, security, databases, programming, datacenters, and more.

DevOps 40

DevOps Network Best Practices Programming 40

Official Blog - World Web Technology

FEBRUARY 23, 2023

Stay tuned! SEO competitor analysis Can you imagine an SEO strategy without a competitor analysis? Competitor analysis can help you in many ways. Make it a dynamic one that has a full scope of scalability. In this post, we will discuss some of the top SEO trends for 2023 that you cannot miss.

Google 52

Google Traffic Social Media Website 52

Dynatrace

JUNE 9, 2021

Software Composition Analysis (SCA) analyzes applications to detect open-source software (OSS) and third-party components known to have security vulnerabilities or licensing restrictions. Developers include an IAST agent inside each application, and the agent conducts runtime analysis of the application code, memory, and data flow.

Open Source 186

Open Source Entertainment Tuning Internet 186

Dynatrace

MAY 17, 2023

The other sections on that page (such as Disk analysis) provide further information and charts on topics such as available disk space, latency, dropped network packets, refused connections, and more. Among the usual details, like the top N errors and pages, we’ll find here the two main areas for performance analysis and user behavior.

Metrics 179

Metrics Monitoring Database Network 179

All Things Distributed

MARCH 19, 2018

At AWS, we continue to strive to enable builders to build cutting-edge technologies faster in a secure, reliable, and scalable fashion. While building Amazon SageMaker and applying it for large-scale machine learning problems, we realized that scalability is one of the key aspects that we need to focus on. Factorization Machines.

Scalability 159

Scalability Hardware AWS Tuning 159

Dynatrace

JULY 24, 2023

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. It enables them to adapt to user feedback swiftly, fine-tune feature releases, and deliver exceptional user experiences, all while maintaining control and minimizing disruption.

DevOps 228

DevOps Traffic Efficiency Servers 228

Dynatrace

FEBRUARY 10, 2021

Critical success factors – velocity, resilience, and scalability. Lots of data intended to help and aid, but instead results in too much noise and unnecessary alerts due to the lack of intelligent root-cause analysis and transparency.

Cloud 174

Cloud DevOps Speed Azure 174

The Netflix TechBlog

JANUARY 10, 2024

Reloaded was well-architected, providing good stability, scalability, and a reasonable level of flexibility. In addition to the scalability and the stability that the developers already enjoyed in Reloaded, Cosmos aimed to significantly increase system flexibility and feature development velocity. depending on the use case.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

DECEMBER 15, 2020

It has undergone security analysis and testing in accordance with AWS requirements. As we know how much work intelligent data analysis requires, we embrace the idea of OpenTelemetry to standardize how data is collected and sent to Dynatrace. Stay tuned for more news about the availability of trace ingest in the coming months.

AWS 183

AWS Metrics Analytics Government 183

Dynatrace

FEBRUARY 9, 2021

You don’t even have to know which technologies are running to get information beyond observability plus automatic anomaly detection and root cause analysis. Our goal is to make this process simple, scalable, and enjoyable. Easily tie data to the application topology for deep analysis and to fuel the Davis AI engine.

Software 147

Software Software Technology Technology 147

Dynatrace

OCTOBER 8, 2020

By leveraging the AWS Lambda Extensions API , Dynatrace brings the unique value of its Davis AI-engine for fully automatic root cause analysis to AWS Lambda. So please stay tuned! Now Dynatrace is pleased to announce another industry first: automatic, end-to-end observability for AWS Lambda functions in Node.js and Python via traces.

Lambda 304

Lambda AWS Programming Serverless 304

Percona

OCTOBER 18, 2023

Flexibility and scalability Open source databases provide much greater flexibility regarding customization and configuration. Are you looking to enhance performance, improve scalability, cut expenses, or gain access to specific features you don’t currently have? Start by identifying the reasons driving the migration.

Open Source 93

Open Source Database Hardware Strategy 93

Rigor

SEPTEMBER 11, 2019

Find his research and analysis on the HTTP Archive Discussion forums. He has a keen interest in web technologies, performance tuning, security, and the practical use of technology. Barry is a professional software developer who has nearly two decades of industry experience developing and supporting software and infrastructure.

Performance 89

Performance Education Google Website 89

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.,

Tuning 201

Tuning Design Testing Engineering 201

The Netflix TechBlog

SEPTEMBER 18, 2020

Even within Netflix, we have many groups that do some form of data analysis, including business strategy and consumer insights. 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

Dynatrace

NOVEMBER 17, 2020

Dynatrace has continuously extended and improved PurePath to the point where it now provides industry-leading transaction capturing and code-level analysis for the broadest set of technologies, with some additional and unique capabilities: Frontend to backend. Automatic topology analysis. Near-zero overhead.

Analytics 161

Analytics Technology Technology Cloud 161

Dynatrace

JANUARY 19, 2021

The new Dynatrace AWS Lambda extension further improves enterprise-grade scalability with low memory overhead, effortless manageability, continuous automation, and granular access-permission controls that support the structures of cloud-native applications teams within large organizations. for further analysis. stay tuned?for

Lambda 218

Lambda Serverless AWS Mobile 218

DZone

JANUARY 14, 2020

Find out more about client-side performance! Client-Side Performance Testing Importance and Introduction. If you're worried about the performance of your web application, you need to test and analyze not only with what happens on the server but also with what happens in the browser.

Performance Testing 130

Performance Testing Performance Testing Open Source 130

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. This separation allows us to tune system configuration and scaling policies independently for different event priorities and traffic patterns.

Systems 334

Systems Traffic Architecture Mobile 334

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.

Media 171

Media Innovation Metrics Latency 171