The Netflix TechBlog

JUNE 7, 2021

Challenges The cloud network infrastructure that Netflix utilizes today consists of AWS services such as VPC, DirectConnect, VPC Peering, Transit Gateways, NAT Gateways, etc and Netflix owned devices. These metrics are visualized using Lumen , a self-service dashboarding infrastructure.

Network 325

Network Transportation AWS Cloud 325

Dynatrace

NOVEMBER 6, 2023

The move to SaaS and data residency in local markets Dynatrace operates its AI-powered unified platform for observability, security, and business analytics as a SaaS solution across the globe. Dynatrace is already supported in 17 local regions on three hyperscalers (AWS, Azure, and GCP). Obligations to end users while moving to SaaS.

AWS 231

AWS Azure Tuning Analytics 231

Dynatrace

JULY 6, 2022

With ever-evolving infrastructure, services, and business objectives, IT teams can’t keep up with routine tasks that require human intervention. Expect to spend time fine-tuning automation scripts as you find the right balance between automated and manual processing. How organizations benefit from automating IT practices.

Artificial Intelligence 182

Artificial Intelligence Tuning Strategy Big Data 182

Dynatrace

JULY 10, 2023

Here is what a few of these customers say about Dynatrace: “ Dynatrace has been a game changer in our ability to respond to incidents, identify areas for performance tuning, and gain meaningful data from user behavior analysis.” Director of infrastructure, software sector “ Strong technology and stronger people.

Monitoring 213

Monitoring Retail Performance Government 213

Dynatrace

FEBRUARY 8, 2021

Putting logs into context with metrics, traces, and the broader application topology enables and improves how companies manage their cloud architectures, platforms and infrastructure, optimizing applications and remediate incidents in a highly efficient way. AI-powered answers and additional context for apps and infrastructure, at scale.

Cloud 256

Cloud Azure Analytics AWS 256

Dynatrace

MAY 17, 2022

To solve this problem , Dynatrace offers a fully automated approach to infrastructure and application observability including Kubernetes control plane, deployments, pods, nodes, and a wide array of cloud-native technologies. None of this complexity is exposed to application and infrastructure teams.

Availability 309

Availability Scalability Cloud Metrics 309

Dynatrace

JANUARY 4, 2024

Service meshes are a dedicated infrastructure layer added on top of an application that abstracts service-to-service communication using a proxy, often deployed as a sidecar, which runs alongside each service. Put simply, Dynatrace extends OpenTelemetry observability, and OpenTelemetry extends Dynatrace observability.

Metrics 162

Metrics Open Source Tuning Infrastructure 162

Dynatrace

APRIL 25, 2023

These functions are executed by a serverless platform or provider (such as AWS Lambda, Azure Functions or Google Cloud Functions) that manages the underlying infrastructure, scaling and billing. Enable faster development and deployment cycles by abstracting away the infrastructure complexity.

Serverless 200

Serverless Lambda Azure AWS 200

Dynatrace

FEBRUARY 9, 2022

More recently, teams have begun to apply DevOps best practices to infrastructure automation, giving developers a more active role with GitOps as an operational framework. Key components of GitOps are declarative infrastructure as code, orchestration, and observability.

Code 209

Code Software Software DevOps 209

Dynatrace

FEBRUARY 14, 2022

Building on its advanced analytics capabilities for Prometheus data , Dynatrace now enables you to create extensions based on Prometheus metrics. Reduce alert noise and accelerate your mean time to repair (MTTR) for infrastructure incidents. Dynatrace news. Many technologies expose their metrics in the Prometheus data format.

Technology 210

Technology Technology Metrics Infrastructure 210

Dynatrace

NOVEMBER 10, 2022

This architectural method encompasses software containers, service meshes, microservices , immutable infrastructure, and declarative APIs to create an environment that is inherently scalable, extendable, and easy to manage through automation. Immutable infrastructure. Therefore, organizations should use them as little as possible.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

The Netflix TechBlog

JANUARY 13, 2022

Pensive infrastructure comprises two separate systems to support batch and streaming workloads. This blog will explore these two systems and how they perform auto-diagnosis and remediation across our Big Data Platform and Real-time infrastructure. They have been great partners for us as we work on improving the Pensive infrastructure.

Big Data 238

Big Data Infrastructure Metrics Hardware 238

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. Stay tuned for an upcoming blog series where we’ll give you a more hands-on walkthrough of how to ingest any kind of data from StatsD, Telegraf, Prometheus, scripting languages, or our integrated REST API. Stay tuned. Seeing is believing.

Open Source 250

Open Source Metrics Analytics Tuning 250

Dynatrace

APRIL 26, 2022

Gartner estimates that by 2025, 70% of digital business initiatives will require infrastructure and operations (I&O) leaders to include digital experience metrics in their business reporting. With DEM solutions, organizations can operate over on-premise network infrastructure or private or public cloud SaaS or IaaS offerings.

Monitoring 196

Monitoring Social Media IoT Metrics 196

Dynatrace

NOVEMBER 24, 2020

Do we have the ability (process, frameworks, tooling) to quickly deploy new services and underlying IT infrastructure and if we do, do we know that we are not disrupting our end users? Stay tuned. Do we have the right monitoring to understand the health and validation of architecture decisions and delivering on business expectations?

AWS 142

AWS Artificial Intelligence Best Practices Lambda 142

Scalegrid

JANUARY 11, 2024

This article strips away the complexities, walking you through best practices, top tools, and strategies you’ll need for a well-defended cloud infrastructure. Cloud security monitoring is key—identifying threats in real-time and mitigating risks before they escalate.

Best Practices 130

Best Practices Cloud Monitoring Strategy 130

Dynatrace

AUGUST 17, 2023

Also, if limits are set too low, some critical components in your infrastructure might go unmonitored, potentially negatively impacting your business. What’s next Dynatrace will continue to monitor and fine-tune the cost-event detection algorithms used by cost monitors to ensure that notifications are accurate.

Monitoring 205

Monitoring Tuning Infrastructure Availability 205

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. 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.

Open Source 294

Open Source Traffic DevOps Cloud 294

Dynatrace

JULY 24, 2023

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. Change impact analysis is an indispensable process for effectively managing changes within an organization’s infrastructure and applications.

DevOps 213

DevOps Traffic Efficiency Servers 213

Dynatrace

DECEMBER 5, 2023

Legacy data center infrastructure and software support have kept all the benefits of ARM at, well… arm’s length. This growth was spurred by mobile ecosystems with Android and iOS operating systems, where ARM has a unique advantage in energy efficiency while offering high performance.

Efficiency 259

Efficiency Architecture Energy Monitoring 259

Dynatrace

AUGUST 28, 2020

Azure Data Lake Analytics. As with any integration service, there are many moving parts, which increases the probability of failed runs caused by infrastructure problems, data not arriving on time, or code issues in your pipelines. We’ll release additional monitoring support for new services soon, so stay tuned for further updates.

Azure 151

Azure Cloud Tuning Monitoring 151

Dynatrace

JUNE 6, 2019

While monitoring basic container metrics helps you to track and understand infrastructure utilization, it doesn’t give you insights into the actual performance of the applications or their real-time dependencies to other applications and services. So stay tuned. Automatic monitoring of applications running in Kubernetes pods.

Monitoring 165

Monitoring Tuning Metrics Analytics 165

Dynatrace

MAY 15, 2020

This is especially true when we consider the explosive growth of cloud and container environments, where containers are orchestrated and infrastructure is software defined, meaning even the simplest of environments move at speeds beyond manual control, and beyond the speed of legacy Security practices. And this poses a significant risk.

Government 218

Government DevOps Infrastructure Network 218

Percona

AUGUST 17, 2023

It’s used for data management (shocker), application development, and data analytics. Data analytics: With the right extensions and configurations, PostgreSQL can support analytical processing and reporting. Percona makes PostgreSQL work out of the box for enterprise infrastructure, empowering you to innovate freely.

Open Source 78

Open Source Healthcare Social Media Database 78

Dynatrace

DECEMBER 2, 2021

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. Help with decision making. Promote automation. How SLOs work. These trends also help you adjust business objectives and SLAs. SLO best practices.

Metrics 184

Metrics Best Practices DevOps Infrastructure 184

Dynatrace

JANUARY 19, 2021

Actionable analytics across the?entire Serverless architectures help developers innovate more efficiently and effectively by removing the burden of managing underlying infrastructure. Actionable analytics across the?entire From here you can use Dynatrace analytics capabilities to understand the response time?and

Lambda 202

Lambda Serverless AWS Mobile 202

Dynatrace

JULY 22, 2019

They gather information infrastructure data such as CPU, memory and log files. It doesn’t apply to infrastructure metrics such as CPU or memory. Unless you use our log analytics solution, Dynatrace doesn’t even look at log files to decide whether something is failing. There is still plenty of capacity left so who cares?

Best Practices 162

Best Practices Artificial Intelligence Monitoring Tuning 162

Dynatrace

APRIL 21, 2022

To stay tuned, keep an eye on our release notes. Corrected issue in which, when agent injection was suppressed, in some cases processes were incorrectly reported as expected to be monitored and as being monitored when calling `/api/v1/entity/infrastructure/processes` API. (APM-360446). New features and enhancements. APM-360446).

Azure 209

Azure Metrics AWS Monitoring 209

Dynatrace

MAY 17, 2023

The next level of observability: OneAgent In the first two parts of our series, we used OpenTelemetry to manually instrument our application and send the telemetry data straight to the Dynatrace analytics back end. Let’s take a look at what kind of additional telemetry data we will have at our fingertips with OneAgent.

Metrics 166

Metrics Monitoring Database Network 166

Dynatrace

DECEMBER 8, 2020

It enables teams to collaborate more effectively using a single source of truth that offers different perspectives for the various teams, including real-time vulnerability impact data and forensic analytics down to code level for developers and security specialists. Stay tuned – this is only the start.

Cloud 284

Cloud Open Source Internet Internet 284

Dynatrace

DECEMBER 9, 2020

We are moving from static to very dynamic infrastructure and applications. We’re happy to announce that Dynatrace now provides guidance and templates for setting up Service-Level Objectives (SLOs) with the right metrics, gives you all the facts, and combines this with the powerful analytics of problem root-cause detection.

Metrics 148

Metrics Engineering Google Monitoring 148

Dynatrace

JUNE 13, 2019

The Dynatrace platform automatically integrates OpenTelemetry data, thereby providing the highest possible scalability, enterprise manageability, seamless processing of data, and, most importantly the best analytics through Davis (our AI-driven analytics engine), and automation support available. What Dynatrace will contribute.

IoT 45

IoT C++ Analytics Java 45

O'Reilly Software

APRIL 4, 2018

The data shape will dictate capacity planning, tuning of the backbone, and scalability analysis for individual components. Mesos achieves that unification by aggregating the infrastructure resources, and then offering resources slices, like x CPUs, y MB RAM, and z GB disk, to applications. At least once? At most once? Exactly once?

Architecture 80

Architecture Scalability Google Operating System 80

Abhishek Tiwari

JULY 12, 2018

It can be used to power new analytics, insight, and product features. It can be used to power new analytics, insight, and product features. If tuned for performance, there is a good change reliability is compromised - and vice versa. Building data pipelines can offer strategic advantages to the business.

Latency 63

Latency Analytics Scalability Engineering 63

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. It is easier to tune a large Spark job for a consistent volume of data. So how do we ingest all these s3 files? We named this library Sqooby.

Network 150

Network Tuning AWS Big Data 150

Rigor

SEPTEMBER 3, 2019

RUM or analytics data (funnel analysis) can help you determine the user flows that drive the majority of your business and that will be most critical on high-load days. Traffic patterns outside of normal [RUM or Analytics]. Drop in cart completions, increase in abandonment or other key conversion events [RUM or Analytics].

Website 74

Website Cache Ecommerce Traffic 74

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