Dynatrace

JULY 11, 2023

Scalability and cloud-native support: Dynatrace is designed to scale effortlessly in dynamic Kubernetes environments. It automates tasks such as provisioning and scaling Dynatrace monitoring components, updating configurations, and ensuring the health and availability of the monitoring infrastructure.

Architecture 189

Architecture Availability Infrastructure Monitoring 189

Smashing Magazine

AUGUST 5, 2021

Frustrating Design Patterns: Disabled Buttons. Frustrating Design Patterns: Disabled Buttons. After all, as designers and developers, we want to make it more difficult for our users to make mistakes. Part Of: Design Patterns. Vitaly Friedman. 2021-08-05T13:30:00+00:00. 2021-08-05T17:04:11+00:00. Part 1: Perfect Accordion.

Design 145

Design Transportation Code Systems 145

Dynatrace

FEBRUARY 4, 2025

What developers want Developers want to own their code in a distributed, ephemeral, cloud, microservices-based environment. This ownership starts with understanding how their code behaves in all environments, resolving issues, and writing and optimizing code in a high-quality, secure, and timely manner.

Development 235

Development Analytics Code Architecture 235

DZone

SEPTEMBER 11, 2024

Regarding contemporary software architecture, distributed systems have been widely recognized for quite some time as the foundation for applications with high availability, scalability, and reliability goals. Spring Boot's default codes and annotation setup lessen the time it takes to design an application.

Systems 255

Systems Java Software Architecture Programming 255

Dynatrace

NOVEMBER 18, 2020

With the help of open-source solutions and agile APIs, teams can now deliver and maintain code more efficiently than ever. ” One major challenge that contributes to these problems is siloing — the traditional separation of development and operations teams in terms of their priorities and the resources and insights available to them.

DevOps 283

DevOps Infrastructure Open Source Software 283

Dynatrace

JUNE 4, 2024

To provide automated feedback for developers, the concept of quality gates for static code analysis in continuous integration is widely adopted throughout the industry. The developer must pause their current engineering work to address the reported issue and consider the code changes they worked on a few days or weeks prior.

Metrics 297

Metrics Engineering Code Tuning 297

DZone

OCTOBER 25, 2021

The goal of Levels of Testing is to make software testing more structured and efficient, as well as to make it easier to identify all available test cases and test scenarios at a given level. There are various steps in the SDLC paradigm, such as requirement gathering, analysis, coding, design, execution, testing, and deployment.

Software 246

Software Software Testing Efficiency 246

Dynatrace

AUGUST 24, 2020

To make this possible, the application code should be instrumented with telemetry data for deep insights, including: Metrics to find out how the behavior of a system has changed over time. And because Dynatrace can consume CloudWatch metrics, almost all your AWS usage information is available to you within Dynatrace.

Analytics 305

Analytics Infrastructure AWS Operating System 305

The Netflix TechBlog

FEBRUARY 3, 2021

There are two different approaches to GraphQL development; schema-first and code-first development. The code in your service only implements this schema. With code-first development , you don’t have a schema file. Instead, the schema gets generated at runtime based on definitions in code.

Open Source 246

Open Source Java Architecture Metrics 246

Dynatrace

OCTOBER 7, 2021

Instead of worrying about infrastructure management functions, such as capacity provisioning and hardware maintenance, teams can focus on application design, deployment, and delivery. Using a low-code visual workflow approach, organizations can orchestrate key services, automate critical processes, and create new serverless applications.

Serverless 325

Serverless AWS Lambda Storage 325

The Netflix TechBlog

DECEMBER 3, 2022

One of the main reasons this feature exists is just like with food samples, to give you “a taste” of the production quality ETL code that you could encounter inside the Netflix data ecosystem. " , country_code STRING COMMENT "Country code of the playback session." This is one way to build trust with our internal user base.

Best Practices 360

Best Practices Code Testing Data Engineering 360

Dynatrace

NOVEMBER 7, 2023

A Kubernetes-centric Internal Development Platform (IDP) enables platform engineering teams to provide self-service capabilities and features to their DevSecOps teams who need resilient, available, and secure infrastructure to build and deploy business-critical customer applications. Ensure that you get the most out of your product.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

Sutter's Mill

DECEMBER 11, 2024

Two weeks ago, Bjarne and I and lots of ISO committee members had a blast at the code::dive C++ conference held on November 25, just two days after the end of the Wrocaw ISO C++ meeting. Thanks again to Nokia for hosting the ISO meeting, and for inviting us all to speak at their conference!

Code 92

Code C++ Availability Energy 92

Percona

JUNE 22, 2023

To make data count and to ensure cloud computing is unabated, companies and organizations must have highly available databases. This guide provides an overview of what high availability means, the components involved, how to measure high availability, and how to achieve it. How does high availability work?

Availability 112

Availability Database Open Source Hardware 112

Dynatrace

FEBRUARY 24, 2021

SRE is the transformation of traditional operations practices by using software engineering and DevOps principles to improve the availability, performance, and scalability of releases by building resiliency into apps and infrastructure. Designating and managing Service Level Objectives (SLOs) as availability targets for a service.

DevOps 268

DevOps Software Engineering Speed Google 268

The Netflix TechBlog

DECEMBER 3, 2019

A key observation was that most of our data scientists had nothing against writing Python code. Data scientists want to retain their freedom to use arbitrary, idiomatic Python code to express their business logic?—?like The steps can be arbitrary Python code. It leverages elasticity of the cloud by design?—?both

Open Source 235

Open Source AWS Infrastructure Energy 235

Dynatrace

NOVEMBER 6, 2023

Dynatrace recently announced the availability of its latest core innovations for customers running the Dynatrace® platform on Microsoft Azure, including Grail. Learn more about the latest product enhancements on Microsoft Azure as well as availability timing in the latest Dynatrace press release.

Azure 245

Azure Analytics Artificial Intelligence Innovation 245

Dynatrace

MAY 24, 2023

Microsoft initially designed the OS for internal use to develop and manage Azure services. Today, it’s a generally available container host for AKS and AKS-HCI. Microsoft designed the kernel and other aspects of the OS with an emphasis on security due to its focused role in executing container workloads.

Azure 246

Azure Monitoring Operating System Virtualization 246

The Netflix TechBlog

OCTOBER 23, 2019

Feature Overview Reproducibility Polynote promotes notebook reproducibility by design. Visibility The Polynote UI provides at-a-glance insights into the state of the kernel by showing kernel status, highlighting currently-running cell code, and showing currently executing tasks. Some problems are unique to the notebook experience.

Open Source 234

Open Source Code Website Availability 234

Dynatrace

JUNE 15, 2021

The subject line said: “Success Story: Major Issue in single AWS Frankfurt Availability Zone!” The problem started at 1:24PM PDT, with the services starting to become available again about 3 hours later. Fact #4: Multi-node, multi-availability zone deployment architecture. Ready to learn more? Rack-aware Cassandra deployments.

AWS 246

AWS Traffic Architecture Azure 246

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. 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. Want to learn more?

Cloud 264

Cloud Energy Best Practices Cache 264

DZone

OCTOBER 28, 2024

We have seen multiple examples and use cases of building a low code API using Kumologica and running it on AWS lambda and on Azure function. Photo by Chris Linnett Architecture Based on the design defined in the diagram (Figure 1), we will be building Kumologica applications as a Docker container. ECR holds all the Docker images.

AWS 247

AWS Lambda Azure Architecture 247

Dynatrace

AUGUST 2, 2021

Metric calculations help you design custom dashboards that meet the requirements of specific teams. Applying an API-first approach, Dynatrace recently made these transformations and expressions available through the Metrics API v2 , extending your reach into distant corners of your IT ecosystem. Examples of metric calculations.

Metrics 246

Metrics Analytics Google Code 246

Dynatrace

JULY 7, 2022

One large team generally maintains the source code in a centralized repository that’s visible to all engineers, who commit their code in a single build. These teams typically use standardized tools and follow a sequential process to build, review, test, deliver, and deploy code. Common problems with monolithic architecture.

Architecture 246

Architecture Serverless Azure Programming 246

Scalegrid

MAY 2, 2019

When deploying in production, it’s highly recommended to setup in a MongoDB replica set configuration so your data is geographically distributed for high availability. Here’s the relevant part of test code we will use to test our MongoDB failover behavior: import logging import traceback. import pymongo. Defaults to False.

Testing 55

Testing Network Database Servers 55

Dynatrace

MARCH 18, 2024

Flexible pricing models that offer discounts based on commitment or availability can greatly reduce cloud waste. This includes spot instances such as unused cloud capacity that’s available at a discounted price. Suboptimal architecture design. Poorly designed cloud solutions can become costly over time.

Best Practices 278

Best Practices Strategy Cloud AWS 278

The Netflix TechBlog

NOVEMBER 12, 2024

By: Rajiv Shringi , Oleksii Tkachuk , Kartik Sathyanarayanan Introduction In our previous blog post, we introduced Netflix’s TimeSeries Abstraction , a distributed service designed to store and query large volumes of temporal event data with low millisecond latencies. Today, we’re excited to present the Distributed Counter Abstraction.

Latency 247

Latency Cache Infrastructure Strategy 247

Dynatrace

NOVEMBER 3, 2023

Platform engineers design and implement these platforms, as well as ensure their security, scalability, and reliability. These components are specific, predefined resources, such as libraries and templates, that are made available to all developers using the platform. The result is a cloud-native approach to software delivery.

Engineering 264

Engineering DevOps Software Engineering Scalability 264

The Netflix TechBlog

NOVEMBER 9, 2022

At Netflix, we periodically reevaluate our workloads to optimize utilization of available capacity. Drilling down into “hot” methods and further into the assembly code showed us blocks of code with some instructions exceeding 100 CPI, which is extremely slow. The problem It started off as a routine migration.

Hardware 363

Hardware Cache Performance Latency 363

Dynatrace

AUGUST 11, 2022

Function as a service is a cloud computing model that runs code in small modular pieces, or microservices. In a FaaS model, developers can write code functions on demand, without being hindered by dependencies on existing applications. Increased availability. What is FaaS? How does function as a service work?

Development 279

Development Serverless Best Practices Lambda 279

Dynatrace

MARCH 22, 2023

Insecure design This broad category refers to fundamental design flaws in the application caused by a failure to implement necessary security controls during the design stage. Use a safe development life cycle with secure design patterns and components. Apply threat modeling and plausibility checks.

Open Source 246

Open Source Artificial Intelligence Internet Internet 246

Dynatrace

NOVEMBER 4, 2024

Business events: Delivering the best data It’s been two years since we introduced business events , a special class of events designed to support even the most demanding business use cases. Most of the use cases in these two broad categories benefit from the flexibility that comes from multiple available sources of business data.

Analytics 241

Analytics Airlines Metrics Monitoring 241

Dynatrace

SEPTEMBER 22, 2022

Automating tasks throughout the SDLC helps software development and operations teams collaborate while continuously improving how they design, build, test, deploy, release, and monitor software applications. Change failure rate is the percentage of DevOps code changes that lead to failure in production.

DevOps 246

DevOps Speed Innovation Monitoring 246

Dynatrace

SEPTEMBER 28, 2021

Let’s dive into how these metrics and DevOps KPIs can help your team perform better and deliver better code. Lead time for changes measures the amount of time it takes for committed code to get into production. To gain visibility into this metric, you need to track all defects found in your released code and software.

DevOps 246

DevOps Metrics Traffic Efficiency 246

Dynatrace

APRIL 3, 2020

This mode of deployment and operation is designed to fall back to elevated privileges when older versions of the Linux kernel are detected, so you don’t have to worry about the potential failure of such a deployment. It leverages Linux kernel system capabilities.

Operating System 255

Operating System Monitoring Systems Code 255

Dynatrace

JUNE 20, 2023

AutomationEngine provides a low-code/no-code approach to model workflows for targeted notification and collaboration, closed-loop remediation, quality/security gating, and more. HTTP(S) call HTTP(S) calls are available as a workflow action and allow you to insert any arbitrary API call. Build a custom task running JS code.

DevOps 246

DevOps Monitoring AWS Code 246

Dynatrace

OCTOBER 17, 2024

These enhancements are designed to empower IT operations and SRE teams with more comprehensive visibility and increased efficiency at any time. Infrastructure & Operations with additionally selected filters and active selector dropdown, providing available options sourced from the hosts’ resources.

Infrastructure 246

Infrastructure Network DevOps Metrics 246