The Netflix TechBlog

FEBRUARY 3, 2021

Our colleagues wrote a Netflix Tech Blog post describing the details of this architecture. The transition to the new federated architecture meant that many of our backend teams needed to adopt GraphQL in our Java ecosystem. Backward compatibility is even more critical when working in a Federated GraphQL architecture.

Open Source 246

Open Source Java Architecture Metrics 246

Dynatrace

FEBRUARY 8, 2021

Also, these modern, cloud-native architectures produce an immense volume, velocity, and variety of data. Every service and component exposes observability data (metrics, logs, and traces) that contains crucial information to drive digital businesses. AI-powered answers and additional context for apps and infrastructure, at scale.

Cloud 259

Cloud Azure Analytics AWS 259

Dynatrace

NOVEMBER 9, 2023

However, managing Kubernetes optimally can be a daunting task due to its complex architecture. By gaining insights into how your Kubernetes workloads utilize computing and memory resources, you can make informed decisions about how to size and plan your infrastructure, leading to reduced costs.

Efficiency 274

Efficiency Monitoring Best Practices Open Source 274

Dynatrace

APRIL 21, 2022

Now, Dynatrace has gone a step further and expanded its coverage and intelligent observability into the next layer: database infrastructure. With a growing number of cloud-native applications built on containers and microservices-based architectures, the number and variety of databases become complex and difficult to manage at scale.

Database 241

Database DevOps Analytics Servers 241

Dynatrace

FEBRUARY 10, 2023

Combining data lakes and warehouses for the best of both worlds ­— blog While organizations often choose between data lakes and data warehouses, a data lakehouse offers the best of both. How a data lakehouse brings data insights to life — blog While logs create yet another silo for IT managers, they also provide a goldmine of data.

Efficiency 276

Efficiency Performance Analytics DevOps 276

Dynatrace

JULY 29, 2021

Today’s digital businesses run on heterogeneous and highly dynamic architectures with interconnected applications and microservices deployed via Kubernetes and other cloud-native platforms. Common questions include: Where do bottlenecks occur in our architecture? Dynatrace news. How can we optimize for performance and scalability?

Analytics 246

Analytics Open Source Serverless Architecture 246

Dynatrace

APRIL 11, 2023

Cloud application security remains challenging because organizations lack end-to-end visibility into cloud architecture. As organizations migrate applications to the cloud, they must balance the agility that microservices architecture brings with the complexity and lack of transparency that can also come with it. Learn more.

Cloud 186

Cloud DevOps Open Source Retail 186

The Netflix TechBlog

JANUARY 13, 2022

Troubleshooting these problems is not a trivial task and requires collecting logs and metrics from several different systems and analyzing them to identify the root cause. Pensive infrastructure comprises two separate systems to support batch and streaming workloads.

Big Data 238

Big Data Infrastructure Metrics Hardware 238

Dynatrace

NOVEMBER 9, 2021

The theme for the event focused on ‘APM to Observability’, which we’ll recap shortly within this blog. Figure 1 Investment shift from infrastructure-centric to application-centric. And for observability to be successful, it requires much more than just logs, metrics, and traces. 2021 GigaOm Radar for AIOps Solutions.

DevOps 218

DevOps Innovation Cloud Programming 218

Dynatrace

NOVEMBER 1, 2021

This blog will run through everything you need to know about the Dynatrace/PTC partnership and how Dynatrace can provide more visibility into your PTC environment. Within the pre-packaged starter set for Windchill, all background queue metrics familiar to PTC administrators are automatically included. Getting started with Dynatrace.

Innovation 204

Innovation Monitoring Infrastructure Servers 204

Dynatrace

JULY 7, 2022

AIOps and observability—or artificial intelligence as applied to IT operations tasks, such as cloud monitoring—work together to automatically identify and respond to issues with cloud-native applications and infrastructure. But applying the sense-think-act model for IT using AIOps and observability can make the difference.

Artificial Intelligence 180

Artificial Intelligence Automotive DevOps Infrastructure 180

Dynatrace

MAY 24, 2023

The core operating system has a lightweight footprint of only a few hundred MBs when uncompressed, yet it is powerful enough to support various profiles, including x64 or Arm64-based architectures. Tracking the availability, health, and resource utilization of the underlying Kubernetes infrastructure is essential for several reasons.

Azure 226

Azure Monitoring Operating System Virtualization 226

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Customers can monitor their Function URLs with new CloudWatch metrics such as UrlRequestCount, Url4xxError, Url5xxError, and UrlLatency.

Lambda 166

Lambda AWS Serverless Infrastructure 166

Uber Engineering

AUGUST 7, 2018

To facilitate the growth of Uber’s global operations, we need to be able to quickly store and access billions of metrics on our back-end systems at any given time.

Open Source 104

Open Source Metrics Infrastructure Scalability 104

Dynatrace

JULY 12, 2022

AIOps and observability for infrastructure management. This kind of IT automation “ingests data from every layer in the stack — from the infrastructure layer to the application layer and even user experience data,” says Bipin Singh, director of product marketing at Dynatrace. Previously, Park ‘N Fly had to manually troubleshoot.

Innovation 219

Innovation Infrastructure DevOps Azure 219

Dynatrace

NOVEMBER 22, 2021

Serverless architecture enables organizations to deliver applications more efficiently without the overhead of on-premises infrastructure, which has revolutionized software development. These tools simply can’t provide the observability needed to keep pace with the growing complexity and dynamism of hybrid and multicloud architecture.

AWS 228

AWS Lambda Artificial Intelligence Serverless 228

ACM Sigarch

AUGUST 3, 2023

(Editor’s Note: This post was submitted as a rebuttal to Andrew Chien’s July 24 SIGARCH Blog Post ) The recent post “ Why Embodied Carbon is a poor Architecture Design metric, and Operational Carbon remains an important Problem ” by Prof. Chien’s blog post points to a paper by Bashir et al. Unlike Prof.

Energy 98

Energy Architecture Hardware Metrics 98

Dynatrace

NOVEMBER 10, 2020

As a leader in cloud infrastructure and platform services , the Google Cloud Platform is fast becoming an integral part of many enterprises’ cloud strategies. Complete observability with Dynatrace provides you with all the metrics from all your Cloud Functions and services across your GCP projects and displays them on dashboard charts.

Google 220

Google Cloud Serverless Innovation 220

Dynatrace

APRIL 6, 2022

Serverless functions help developers innovate faster, scale easier and reduce operational overhead, removing the burden of managing underlying infrastructure when updating and deploying code. Customers can monitor their Function URLs with new CloudWatch metrics such as UrlRequestCount, Url4xxError, Url5xxError, and UrlLatency.

Lambda 130

Lambda AWS Serverless Infrastructure 130

Dynatrace

DECEMBER 2, 2021

As organizations adopt microservices-based architecture , service-level objectives (SLOs) have become a vital way for teams to set specific, measurable targets that ensure users are receiving agreed-upon service levels. SLIs provide the actual metrics and measurements that indicate whether you are meeting your SLO. Dynatrace news.

Metrics 191

Metrics Best Practices DevOps Infrastructure 191

Dynatrace

FEBRUARY 10, 2022

Organizations are accelerating movement to the cloud, resulting in complex combinations of hybrid, multicloud [architecture],” said Rick McConnell, Dynatrace chief executive officer at the annual Perform conference in Las Vegas this week. We gather logs, metrics and traces. That ushers in IT complexity. For our complete? Learn more!

Artificial Intelligence 185

Artificial Intelligence Performance Innovation Speed 185

Dynatrace

JUNE 13, 2022

They can develop software applications rapidly and gain access to extensible cloud resources without having to sink costs into IT plumbing or managing this infrastructure themselves. Cloud operations and observability boost resilience for American Family – blog. The Log4j vulnerability explained (and what to do about it) – blog.

Open Source 221

Open Source DevOps Java Innovation 221

Dynatrace

OCTOBER 17, 2023

The rise of cloud-native microservice architectures further exacerbates this change. Pricing the actual usage is integral to the financial accountability with the cloud architecture variable spend model. DQL offers many options for analyzing logs, such as extracting metrics from historical data and charting or visualizing them.

Retail 237

Retail Storage Best Practices Architecture 237

Dynatrace

SEPTEMBER 13, 2023

Because Google offers its own Google Cloud Architecture Framework and Microsoft its Azure Well-Architected Framework , organizations that use a combination of these platforms triple the challenge of integrating their performance frameworks into a cohesive strategy. which shows your operational efficiency in your software delivery pipeline.

AWS 246

AWS Efficiency Azure Cloud 246

Dynatrace

JANUARY 28, 2021

For today’s highly dynamic and exceedingly complex production environments, performance problems that are evident at the service level (for example, slow response times or failed requests) are often the result of underlying (cloud) infrastructure issues. Unlock extended end-to-end traceability for OpenTelemetry-instrumented Go applications.

Traffic 166

Traffic Open Source Servers Cloud 166

Dynatrace

AUGUST 28, 2020

With the acceleration of complexity, scale, and dynamic systems architectures, under-resourced IT teams are under increasing pressure to understand when there is abnormal behavior, identify the precise reason why this occurred, quickly remediate the issue, and prevent this behavior in the future. appeared first on Dynatrace blog.

IoT 161

IoT Infrastructure Monitoring Innovation 161

The Netflix TechBlog

SEPTEMBER 8, 2020

Image taken from a previously published blog post As you can see, our code was just a part (#2 in the diagram) of this monolithic service. We tried a few iterations of what this new service should look like, and eventually settled on a modern architecture that aimed to give more control of the API experience to the client teams.

Latency 233

Latency Cache Java Traffic 233

The Netflix TechBlog

AUGUST 30, 2021

The Partner Infrastructure team at Netflix provides solutions to support these two significant efforts by enabling device management at scale. Together, they form the Device Management Platform, which is the infrastructural foundation for Netflix Test Studio (NTS). In this blog post, we will focus on the latter feature set.

Latency 213

Latency Traffic Transportation Hardware 213

Dynatrace

SEPTEMBER 2, 2020

The scope and scale of these environments are beyond human capacity to manage, with millions to billions of microservices coming and going each second in container-based architectures across multiple clouds. To manage the complexity of these environments, teams need AI-assistance.

Education 179

Education Strategy Innovation Website 179

Dynatrace

MAY 4, 2022

As part of its Distributed Cloud research series , the Enterprise Strategy Group (ESG) surveyed 387 North American IT professionals responsible for managing application infrastructure. Many more currently have plans to develop cloud-native applications based on microservices architectures.

Cloud 182

Cloud DevOps Strategy Monitoring 182

Tasktop

MARCH 16, 2021

Which got me thinking, what if we could send our own DIY kit for our Flow Metrics tool— Tasktop Viz —to our Fortune 500 customers across major industries such as automotive, manufacturing, healthcare and finance? . Typically, you will require a: Product Manager: Manages the build and maintenance of the value stream metrics product.

Metrics 52

Metrics Healthcare Automotive Innovation 52

Dynatrace

OCTOBER 14, 2020

Dynatrace enables our customers to monitor and optimize their cloud infrastructure and applications through the Dynatrace Software Intelligence Platform. Thanks to the simplicity of our microservice architecture, we were able to quickly identify that our MongoDB connection handling was the root cause of the memory leak. Dynatrace news.

Cloud 228

Cloud Development Open Source Monitoring 228

Dynatrace

APRIL 5, 2021

Organizations can offload much of the burden of managing app infrastructure and transition many functions to the cloud by going serverless with the help of Lambda. Real-time stream processing to perform live activity tracking, data cleansing, metrics generation, and more.

Lambda 180

Lambda AWS Serverless Hardware 180

Dynatrace

APRIL 16, 2019

Monitoring IBM Power Systems isn’t a simple task, due to its specific architecture, there aren’t many tools available on the market. Host performance is tracked across multiple Dynatrace analysis views, beginning with high-level health metrics on your dashboard and extending down to dedicated overview pages for each of your hosts.

Availability 103

Availability Monitoring Metrics Operating System 103

Dynatrace

JANUARY 13, 2021

This recognition follows Dynatrace’s top placement across recent G2 Grid® Reports, including AIOps Platforms , Cloud Infrastructure Monitoring , Container Monitoring , Digital Experience Monitoring , Session Replay and Application Performance Monitoring. Dynatrace is dynamite”. Dynatrace has more than exceeded our expectations.

Artificial Intelligence 138

Artificial Intelligence DevOps Analytics Innovation 138

Tasktop

MARCH 16, 2021

Which got me thinking, what if we could send our own DIY kit for our Flow Metrics tool— Tasktop Viz —to our Fortune 500 customers across major industries such as automotive, manufacturing, healthcare and finance? . Typically, you will require a: Product Manager: Manages the build and maintenance of the value stream metrics product.

Metrics 40

Metrics Healthcare Automotive Innovation 40

Adrian Cockcroft

FEBRUARY 13, 2023

Sustainability at AWS re:Invent 2022 -All the talks and videos I could find… Las Vegas MSG Sphere under construction next door to the Venetian Sands Expo Center — Photo by Adrian This blog post is long overdue — I spent too long trying to find time to watch all the videos, and finally gave up and listed a few below that I haven’t seen.

AWS 64

AWS Energy Architecture Programming 64