Dynatrace

NOVEMBER 7, 2023

The development of internal platform teams has taken off in the last three years, primarily in response to the challenges inherent in scaling modern, containerized IT infrastructures. The old saying in the software development community, “You build it, you run it,” no longer works as a scalable approach in the modern cloud-native world.

Engineering 282

Engineering DevOps Best Practices Infrastructure 282

Dynatrace

JULY 8, 2020

One of the promises of container orchestration platforms is to make i t easier for the developers to accelerate the deployment of their app lication s without having to worry about scalability and infrastructure dependencies. L et’s look at some of the Day 2 operations use case s. . Resource utilization management .

Infrastructure 203

Infrastructure Monitoring Cloud Metrics 203

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Dynatrace

MARCH 18, 2024

Following FinOps practices, engineering, finance, and business teams take responsibility for their cloud usage, making data-driven spending decisions in a scalable and sustainable manner. Suboptimal architecture design. Poorly designed cloud solutions can become costly over time.

Best Practices 241

Best Practices Strategy Cloud AWS 241

Dynatrace

MARCH 14, 2023

Amazon’s new general-purpose Linux for AWS is designed to provide a secure, stable, and high-performance execution environment to develop and run cloud applications. AL2023 is supported by Dynatrace on day one and has been thoroughly tested by our installations team. How does Dynatrace help?

AWS 289

AWS Lambda Serverless Virtualization 289

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

JULY 11, 2023

Red Hat OpenShift monitoring with Dynatrace stands out due to the following key aspects: Infrastructure health monitoring and optimization: Assess the status of your infrastructure at a glance, understand resource consumption, optimize resource allocation for cost-efficiency, and track software versions running within the Kubernetes environment.

Architecture 176

Architecture Availability Infrastructure Monitoring 176

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. Infrastructure as a service (IaaS) handles compute, storage, and network resources. What is FaaS?

Development 259

Development Serverless Best Practices Lambda 259

Dynatrace

MAY 23, 2024

Such frameworks support software engineers in building highly scalable and efficient applications that process continuous data streams of massive volume. Failures can occur unpredictably across various levels, from physical infrastructure to software layers. We designed experimental scenarios inspired by chaos engineering.

Engineering 189

Engineering Tuning Latency Open Source 189

Scalegrid

MARCH 14, 2024

This approach allows companies to combine the security and control of private clouds with public clouds’ scalability and innovation potential. The architecture usually integrates several private, public, and on-premises infrastructures.

Strategy 130

Strategy Cloud Artificial Intelligence Infrastructure 130

Dynatrace

NOVEMBER 22, 2021

Like general observability , AWS observability is the capacity to measure the current state of your AWS environment based on the data it generates, including its logs, metrics, and traces. EC2 is Amazon’s Infrastructure-as-a-service (IaaS) compute platform designed to handle any workload at scale. Amazon EC2. AWS Lambda.

Best Practices 220

Best Practices AWS Monitoring Serverless 220

Dynatrace

JUNE 9, 2023

When extended to include application security practices, DevOps becomes DevSecOps and includes security-focused criteria, such as security by design and making security a critical release criterion. There’s also a potential scalability challenge with metrics in the context of microservices architectures.

DevOps 192

DevOps Analytics Storage Metrics 192

Dynatrace

SEPTEMBER 9, 2022

Based on IDC’s research, 83% of enterprises are rationalizing, or optimizing, their technology infrastructure. According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. What is application modernization?

Strategy 236

Strategy Benchmarking Serverless Infrastructure 236

Dynatrace

JUNE 27, 2023

Logs complement metrics and enable automation Cloud practitioners agree that observability, security, and automation go hand in hand. Logs complement out-of-the-box metrics and enable automated actions for responding to availability, security, and other service events.

AWS 208

AWS Cloud Lambda Analytics 208

Dynatrace

JULY 7, 2022

As the demand for services grows and containerized applications deploy across multicloud environments, organizations need a more flexible, cohesive approach for designing and developing a distributed systems architecture. Experienced developers see microservice design patterns as more platform-agnostic. Service mesh.

Architecture 209

Architecture Serverless Azure Programming 209

Dynatrace

DECEMBER 21, 2023

Options at each level offer significant potential benefits, especially when complemented by practices that influence the design and purchase decisions made by IT leaders and individual contributors. This is a rather simple move as it doesn’t directly impact your infrastructure, just your contract with your electricity provider.

Cloud 218

Cloud Energy Best Practices Cache 218

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. Immutable infrastructure. So, what is cloud-native architecture, exactly? The principles of cloud-native architecture. Default to managed services.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

Dynatrace

NOVEMBER 29, 2021

It also protects your development infrastructure at scale with enterprise-grade security. OpenShift and Kubernetes can simplify access to underlying infrastructure and help manage the application life cycle and development workflows. Scale and manage infrastructure. OpenShift, DevOps, and CI/CD.

Monitoring 147

Monitoring DevOps Infrastructure Metrics 147

Dynatrace

OCTOBER 4, 2022

These technologies are poorly suited to address the needs of modern enterprises—getting real value from data beyond isolated metrics. A data lakehouse addresses these limitations and introduces an entirely new architectural design. From the beginning, Grail was built to be fast and scalable to manage massive volumes of data.

Artificial Intelligence 275

Artificial Intelligence Analytics Storage Architecture 275

Dynatrace

OCTOBER 7, 2020

Open-source metric sources automatically map to our Smartscape model for AI analytics. We’ve just enhanced Dynatrace OneAgent with an open metric API. Here’s a quick overview of what you can achieve now that the Dynatrace Software Intelligence Platform has been extended to ingest third-party metrics. Dynatrace news.

Open Source 259

Open Source Metrics Analytics Tuning 259

Scalegrid

MARCH 22, 2024

This process thoroughly assesses factors like cost-effectiveness, security measures, control levels, scalability options, customization possibilities, performance standards, and availability expectations. Setting up clear rules for managing your cloud infrastructure is key to keeping things from getting out of hand.

Strategy 130

Strategy Cloud Government Innovation 130

Dynatrace

NOVEMBER 20, 2023

Cloud migration to AWS and other cloud environments enables IT teams to enlist public cloud infrastructure so they can innovate without getting entrenched in managing IT infrastructure as the organization scales. A modern observability platform enables teams to gain the benefits of cloud infrastructure while retaining visibility.

AWS 217

AWS Artificial Intelligence Analytics Cloud 217

The Netflix TechBlog

FEBRUARY 13, 2023

Our goal in building a media-focused ML infrastructure is to reduce the time from ideation to productization for our media ML practitioners. Amber is a suite of multiple infrastructure components that offers triggering capabilities to initiate the computation of algorithms with recursive dependency resolution.

Media 290

Media Storage Infrastructure Systems 290

The Netflix TechBlog

OCTOBER 7, 2021

Second, backend services or infrastructure can be scaled intelligently as adoption ramps up. Application version adoption over time for a staged rollout This chart represents a counter metric, which exhibits version adoption over the duration of a staged rollout.

Metrics 197

Metrics Mobile Testing Strategy 197

The Netflix TechBlog

NOVEMBER 2, 2021

In particular, the VMAF metric lies at the core of improving the Netflix member’s streaming video quality. As VMAF evolves and is integrated with more encoding and streaming workflows within Netflix, we need scalable ways of fostering video quality innovations. All three requested quality metrics will be calculated for each chunk.

Media 171

Media Innovation Metrics Latency 171

Dynatrace

JULY 24, 2023

In the world of DevOps and SRE, DevOps automation answers the undeniable need for efficiency and scalability. Answer-driven DevOps automation goes beyond creating tickets and extends to executing workflows designed to extract ownership information and then route the ticket to the responsible teams. But it doesn’t stop there.

DevOps 228

DevOps Traffic Efficiency Servers 228

Dynatrace

JANUARY 13, 2022

Real user monitoring collects data on a variety of metrics. For example, data collected on load actions can include navigation start, request start, and speed index metrics. Real user monitoring works by injecting code into an application to capture metrics while the application is in use. How real user monitoring works.

Monitoring 188

Monitoring Latency Mobile Best Practices 188

Dynatrace

NOVEMBER 23, 2020

Nevertheless, there are related components and processes, for example, virtualization infrastructure and storage systems (see image below), that can lead to problems in your Kubernetes infrastructure. When designing and running modern, scalable, and distributed applications, Kubernetes seems to be the solution for all your needs.

Virtualization 163

Virtualization Infrastructure Monitoring Cloud 163

Dynatrace

NOVEMBER 2, 2022

According to one statistic, 76% of digital teams are responsible for delivering revenue , so software reliability and scalability are an increasing focus as these teams contribute to the bottom line. Software development success no longer means just meeting project deadlines.

Software 205

Software Software Artificial Intelligence DevOps 205

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 249

Architecture Best Practices Engineering Open Source 249

Dynatrace

JANUARY 18, 2023

Site reliability engineering (SRE) is a software operations methodology that enables organizations to create highly reliable and scalable applications. SRE applies software engineering principles to operations and infrastructure processes. 9 key DevOps metrics for success – blog. DevOps observability is one such capability.

DevOps 207

DevOps Best Practices Innovation Strategy 207

Percona

FEBRUARY 24, 2023

Identifying which resources you can trim to reduce your monthly bill can be difficult, but looking at the right metrics will help you understand the application’s actual requirements. Configuration of the CPU metrics can be changed in the dashboard. Over-provisioned instances may lead to unnecessary infrastructure costs.

Cloud 119

Cloud Serverless AWS Storage 119

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. Adopting cloud-native technologies and open source software makes applications more feature rich and scalable, but it also increases IT complexity.

Open Source 229

Open Source DevOps Java Innovation 229

Dynatrace

OCTOBER 2, 2023

Because they’re separate, they allow for faster release cycles, greater scalability, and the flexibility to test new methodologies and technologies. Use domain-driven design when creating new microservices by separating microservices via their underlying business functions.

Architecture 241

Architecture Artificial Intelligence Cloud Open Source 241

Dynatrace

OCTOBER 17, 2023

Grail is designed for scalability, with no technical prerequisites or additional hosting and storage costs as ingestion rates increase. DQL offers many options for analyzing logs, such as extracting metrics from historical data and charting or visualizing them.

Retail 245

Retail Storage Best Practices Architecture 245

High Scalability

FEBRUARY 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Upcoming topics include infrastructure and application monitoring, AI/ML platforms, and more. Upcoming topics include infrastructure and application monitoring, AI/ML platforms, and more. Apply here.

Software 125

Software Software Analytics Infrastructure 125

High Scalability

MARCH 19, 2019

Join Etleap , an Amazon Redshift ETL tool to learn the latest trends in designing a modern analytics infrastructure. Upcoming topics include infrastructure and application monitoring, AI/ML platforms, and more. Upcoming topics include infrastructure and application monitoring, AI/ML platforms, and more. Apply here.

Software 122

Software Software Analytics Infrastructure 122