Dynatrace

NOVEMBER 29, 2022

Infrastructure as code is a way to automate infrastructure provisioning and management. In this blog, I explore how Dynatrace has made cloud automation attainable—and repeatable—at scale by embracing the principles of infrastructure as code. Infrastructure-as-code. But how does it work in practice?

Infrastructure 164

Infrastructure Code Cloud DevOps 164

Dynatrace

SEPTEMBER 7, 2022

Dynatrace and the Dynatrace Intelligent Observability Platform have added support for the newly introduced Amazon VPC Flow Logs to Amazon Kinesis Data Firehose. This support enables customers to define specific endpoint delivery of real-time streaming data to platforms such as Dynatrace. What is VPC Flow Logs? Why Dynatrace?

Traffic 204

Traffic AWS Network Cloud 204

Dynatrace

JUNE 10, 2024

Security analytics combines data collection, aggregation, and analysis to search for and identify potential threats. Using a combination of historical data and information collected in real time, security teams can detect threats earlier in the SDLC. Infrastructure type In most cases, legacy SIEM tools are on-premises.

Analytics 220

Analytics Network Hardware Open Source 220

The Netflix TechBlog

JUNE 14, 2023

By the summer of 2020, many UI engineers were ready to move to GraphQL. The GraphQL shim enabled client engineers to move quickly onto GraphQL, figure out client-side concerns like cache normalization, experiment with different GraphQL clients, and investigate client performance without being blocked by server-side migrations.

Traffic 353

Traffic Latency Cache Metrics 353

The Netflix TechBlog

JANUARY 11, 2022

Here we describe the role of Experimentation and A/B testing within the larger Data Science and Engineering organization at Netflix, including how our platform investments support running tests at scale while enabling innovation. Curious to learn more about other Data Science and Engineering functions at Netflix?

Innovation 243

Innovation Metrics Engineering Testing 243

Dynatrace

MAY 19, 2023

For cloud operations teams, network performance monitoring is central in ensuring application and infrastructure performance. Worse, a malicious attacker may gain access to the network, compromising sensitive application data. But this approach merely perpetuates data silos and cloud complexity.

Network 204

Network Monitoring Performance Traffic 204

Dynatrace

MARCH 16, 2022

Over the last year, Dynatrace extended its AI-powered log monitoring capabilities by providing support for all log data sources. We added monitoring and analytics for log streams from Kubernetes and multicloud platforms like AWS, GCP, and Azure, as well as the most widely used open-source log data frameworks. Duration: 163.41

Metrics 203

Metrics Lambda Infrastructure Monitoring 203

The Netflix TechBlog

MARCH 7, 2024

Berg , Romain Cledat , Kayla Seeley , Shashank Srikanth , Chaoying Wang , Darin Yu Netflix uses data science and machine learning across all facets of the company, powering a wide range of business applications from our internal infrastructure and content demand modeling to media understanding.

Systems 226

Systems Media Cache Open Source 226

Dynatrace

JUNE 25, 2020

With Dynatrace actively managing business-critical applications, some of our globally distributed enterprise customers require Dynatrace Managed to continue operating even when an entire data center goes down. Near-zero RPO and RTO—monitoring continues seamlessly and without data loss in failover scenarios.

Availability 237

Availability Hardware Latency Traffic 237

Dynatrace

DECEMBER 13, 2023

Organizations are doing their best to monitor what they can, often using disparate tools for logs, infrastructure, and digital experience. So many tools can result in data inconsistencies. The Dynatrace platform automatically identifies and monitors all newly spawned containers, capturing essential data and metrics at scale.

Google 214

Google Cloud Infrastructure Metrics 214

Dynatrace

MAY 31, 2023

Site reliability engineering (SRE) has recently become a critical discipline in recent years as the world has shifted in favor of web-based interactions. This shift is leading more organizations to hire site reliability engineers to guarantee the reliability and resiliency of their services. Mobile retail e-commerce spending in the U.

Best Practices 212

Best Practices DevOps Latency Metrics 212

Adrian Cockcroft

FEBRUARY 9, 2023

There are three current underlying reasons for the platform engineering meme today. We had the online personalization microservices platform that I’ve discussed a lot, there was a separate platform for data science, another one for movie encoding, and another for corporate IT. Each of those organizations had their own platform team.

Engineering 137

Engineering Serverless Lambda AWS 137

Dynatrace

MAY 28, 2020

In this blog, I will be going through a step-by-step guide on how to automate SRE-driven performance engineering. Once Dynatrace sees the incoming traffic it will also show up in Dynatrace, under Transaction & Services. Tagging allows you to better organize your monitoring data. Dynatrace news. SimpleNodeJsService.

Engineering 185

Engineering Performance Metrics Best Practices 185

The Netflix TechBlog

NOVEMBER 29, 2023

A vital aspect of such development is subjective testing with HDR encodes in order to generate training data. 1) depicts the migration of traffic from fixed bitrates to DO encodes. 1: Migration of traffic from fixed-ladder encodes to DO encodes. We started backfilling HDR-DO encodes for existing titles from Q2 2022.

Open Source 252

Open Source Software Engineering Internet Internet 252

Dynatrace

MARCH 22, 2021

While today’s IT world continues the shift toward treating everything as a service, many organizations need to keep their environments under strict control while managing their infrastructure themselves on-premises. One of the main mantras we follow at Dynatrace is to “provide answers, not just data.” Events and alerts.

Metrics 240

Metrics Network Infrastructure Traffic 240

Alex Russell

JUNE 22, 2022

As penance for this error, and for being short with Miguel , I must deconstruct the ways Apple has undermined browser engine diversity. Contrary to claims of Apple partisans, iOS engine restrictions are not preventing a "takeover" by Chromium — at least that's not the primary effect. And that's a choice. "WebKit

Engineering 110

Engineering Traffic Government Google 110

Dynatrace

SEPTEMBER 29, 2021

Think of containers as the packaging for microservices that separate the content from its environment – the underlying operating system and infrastructure. This opens the door to auto-scalable applications, which effortlessly matches the demands of rapidly growing and varying user traffic. What is Docker? What is Kubernetes?

Open Source 290

Open Source Traffic DevOps Cloud 290

The Netflix TechBlog

DECEMBER 17, 2019

Andreas Andreakis , Ioannis Papapanagiotou Overview Change-Data-Capture (CDC) allows capturing committed changes from a database in real-time and propagating those changes to downstream consumers [1][2]. No locks on tables are ever acquired, which prevent impacting write traffic on the source database. Writing events to any output.

Database 212

Database Traffic Transportation Open Source 212

The Netflix TechBlog

DECEMBER 17, 2019

Andreas Andreakis , Ioannis Papapanagiotou Overview Change-Data-Capture (CDC) allows capturing committed changes from a database in real-time and propagating those changes to downstream consumers [1][2]. No locks on tables are ever acquired, which prevent impacting write traffic on the source database. Writing events to any output.

Database 197

Database Traffic Transportation Open Source 197

Dynatrace

NOVEMBER 24, 2021

The success of an organization often depends on the quality of the on-premises or physical IT infrastructure, among other things. Constantly monitoring infrastructure health state and making ongoing optimizations are essential for Ops teams, SREs (site-reliability engineers), and IT admins. Virtual servers. Interfaces.

Network 199

Network Infrastructure Virtualization Metrics 199

Dynatrace

JULY 24, 2023

Though the industry champions observability as a vital component, it’s become clear that teams need more than data on dashboards to overcome persistent DevOps challenges. We will also explore the evolution of DevOps automation and the significance of data-driven answers in unlocking streamlined, automated DevOps and SRE processes.

DevOps 209

DevOps Traffic Efficiency Servers 209

Dynatrace

JULY 25, 2022

VPC Flow Logs is a feature that gives you the capability to capture more robust IP traffic data that traverses your VPCs. Flow log data can be published to Amazon CloudWatch Logs or Amazon S3 after which you can retrieve and view its data in the Dynatrace Intelligent Observability Platform. What is VPC Flow Logs.

AWS 207

AWS Transportation Network Traffic 207

Dynatrace

MAY 8, 2023

DevOps monitoring is an observability practice that creates a real-time view of the status of applications, services, and infrastructure in pre-production and production environments. The process involves monitoring various components of the software delivery pipeline, including applications, infrastructure, networks, and databases.

DevOps 209

DevOps Efficiency Monitoring Infrastructure 209

Dynatrace

SEPTEMBER 30, 2021

Cloud migration is the process of transferring some or all your data, software, and operations to a cloud-based computing environment that offers unlimited scale and high availability. Generally speaking, cloud migration involves moving from on-premises infrastructure to cloud-based services. Decrease security risks.

Cloud 158

Cloud Traffic Best Practices Strategy 158

Dynatrace

JUNE 1, 2023

Fitness app : The fitness app should offer a response time of less than 500 milliseconds for exercise tracking and data recording. Traffic The traffic SLO example measures the amount of traffic or workload an application receives, either in terms of requests per second or data transfer rate.

Traffic 173

Traffic Latency Website Virtualization 173

Dynatrace

JUNE 1, 2023

Fitness app : The fitness app should offer a response time of less than 500 milliseconds for exercise tracking and data recording. Traffic This SLO measures the amount of traffic or workload an application receives, either in terms of requests per second or data transfer rate. The Apdex score of 0.85

Latency 168

Latency Website Traffic Virtualization 168

Dynatrace

JANUARY 28, 2021

OpenTelemetry for Go provides developers with an observability framework for cloud-native software, allowing them to instrument, generate, collect, and export telemetry data for relevant services. Such additional telemetry data includes user-behavior analytics, code-level visibility, and metadata (including open-source data).

Traffic 159

Traffic Open Source Servers Cloud 159

The Netflix TechBlog

MAY 26, 2020

Cloud Network Insight is a suite of solutions that provides both operational and analytical insight into the Cloud Network Infrastructure to address the identified problems. VPC Flow Logs VPC Flow Logs is an AWS feature that captures information about the IP traffic going to and from network interfaces in a VPC. 43416 5001 52.213.180.42

Network 150

Network Tuning AWS Big Data 150

Dynatrace

APRIL 2, 2020

As networks grew and became a critical part of business data circulation, the point of no return was reached: faster connections and more data exchange determined business competitiveness. the data flows). A network packet-level visualization of an application data exchange.

Network 165

Network Traffic Monitoring Java 165

The Netflix TechBlog

JANUARY 10, 2024

Reloaded was created as a single monolithic system, where developers from various media teams in ET and our platform partner team Content Infrastructure and Solutions (CIS)¹ worked on the same codebase, building a single system that handled all media assets. Over the years, the system expanded to support various new use cases.

Processing 229

Processing Media Latency Innovation 229

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. AWS: A service for everything. Amazon EC2. AWS Lambda.

Best Practices 200

Best Practices AWS Monitoring Serverless 200

VoltDB

FEBRUARY 29, 2024

Imagine the digital world as a bustling highway, where data packets are vehicles racing to their destinations. In this fast-paced ecosystem, two vital elements determine the efficiency of this traffic: latency and throughput. Imagine the highway as your internet connection, and the vehicles on it are the data packets.

Latency 52

Latency Games Traffic Network 52

The Netflix TechBlog

APRIL 29, 2019

An easy, though imprecise, way of thinking about Netflix infrastructure is that everything that happens before you press Play on your remote control (e.g., Various software systems are needed to design, build, and operate this CDN infrastructure, and a significant number of them are written in Python. are you logged in?

Open Source 279

Open Source Network Infrastructure Big Data 279

Dynatrace

AUGUST 3, 2022

In today’s complex, data-driven world, many security vulnerabilities and attacks can jeopardize an organization’s data. To ensure the safety of their customers, employees, and business data, organizations must have a strategy to protect against zero-day vulnerabilities. Application logs are a good data source for this method.

Java 179

Java Traffic Benchmarking Strategy 179

The Netflix TechBlog

SEPTEMBER 13, 2021

Supporting developers through those checklists for edge cases, and then validating that each team’s choices resulted in an architecture with all the desired security properties, was similarly not scalable for our security engineers. Netflix engineers talk a lot about the concept of a “ Paved Road ”.

Internet 220

Internet Internet Cloud Traffic 220

Dynatrace

DECEMBER 27, 2022

SLOs can be a great way for DevOps and infrastructure teams to use data and performance expectations to make decisions, such as whether to release and where engineers should focus their time. This telemetry data serves as the basis for establishing meaningful SLOs. SLOs aid decision making. SLOs promote automation.

Software 252

Software Software Benchmarking Latency 252

Percona

JUNE 22, 2023

To make data count and to ensure cloud computing is unabated, companies and organizations must have highly available databases. Fault tolerance aims for zero downtime and data loss. As such, fault tolerance is more expensive to implement because it requires dedicated infrastructure that completely mirrors the primary system.

Availability 104

Availability Database Open Source Hardware 104