Dynatrace

SEPTEMBER 4, 2020

“This is a mouthful of buzzwords” is how I started my recent presentations at the Online Kubernetes Meetup as well as the DevOps Fusion 2020 Online Conference when explaining the three big challenges we are trying to solve with Keptn – our CNCF Open Source project: Automate build validation through SLI/SLO-based Quality Gates.

DevOps 246

DevOps Metrics Innovation Azure 246

Dynatrace

MARCH 6, 2024

As organizations look to expand DevOps maturity, improve operational efficiency, and increase developer velocity, they are embracing platform engineering as a key driver. The pair showed how to track factors including developer velocity, platform adoption, DevOps research and assessment metrics, security, and operational costs.

Engineering 241

Engineering Development DevOps Infrastructure 241

Dynatrace

MARCH 29, 2024

As organizations continue to modernize their technology stacks, many turn to Kubernetes , an open source container orchestration system for automating software deployment, scaling, and management. ” First, Akamas collects metrics, then recommends configuration improvements and applies these recommendations.

Engineering 226

Engineering DevOps Operating System Open Source 226

Dynatrace

OCTOBER 23, 2023

This is especially true as organizations rely more on diverse and nimble cloud-native and open source technologies. We believe at Soldo that efficiency is the key value to be very successful in the business we run,” said Luca Domenella, head of cloud operations and DevOps at Soldo. The most efficient one we found was Dynatrace.”

Design 217

Design Innovation DevOps Open Source 217

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.

Cloud 186

Cloud DevOps Open Source Retail 186

Dynatrace

JUNE 13, 2022

Open source code, for example, has generated new threat vectors for attackers to exploit. A case in point is Log4Shell, which emerged in late 2021 and exposed open source libraries to exploitation. Dynatrace introduces automatic vulnerability management for PHP open source scripting language – blog.

Open Source 221

Open Source DevOps Java Innovation 221

Dynatrace

APRIL 30, 2019

Introducing Pitometer: Metrics-based Deployment Validation in your CI/CD. The following shows how to evaluate a deployment score based on metrics from Prometheus and Dynatrace. Keptn is the open source control plane for continuous deployment and automated operations for cloud native applications on Kubernetes.

Architecture 126

Architecture Open Source Azure Metrics 126

Dynatrace

FEBRUARY 10, 2023

Data lakehouse architecture stores data insights in context — handbook Organizations need a data architecture that can cost-efficiently store data and enable IT pros to access it in real time and with proper context. DevOps metrics and digital experience data are critical to this. Learn more. Here is what they reported.

Efficiency 277

Efficiency Performance Analytics DevOps 277

Dynatrace

AUGUST 16, 2021

Automatically collect and evaluate business, service, and architectural indicator metrics to promote or roll back deployments. Successful DevOps teams have figured out that “delivering more with less” requires careful management of release risks and automation to scale. SLO validation – ?Automatically Topics in this blog series.

Software 246

Software Software Open Source Azure 246

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

Dynatrace

NOVEMBER 9, 2023

Kubernetes is a widely used open source system for container orchestration. However, managing Kubernetes optimally can be a daunting task due to its complex architecture. It’s important to choose the right metrics to track based on your objective.

Efficiency 274

Efficiency Monitoring Best Practices Open Source 274

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. Now, Dynatrace applies Davis, its AI engine, to monitor the new log sources.

Cloud 260

Cloud Azure Analytics AWS 260

Dynatrace

JULY 18, 2022

Gartner has estimated that 70% of new cloud-native application monitoring will use open source instrumentation by 2025. The reference architecture works with C++,NET, Erlang/Elixir, Go, Java, PHP, Python, Ruby, Rust, and Swift — with support for additional languages to come. The other option is semi-automatic instrumentation.

Artificial Intelligence 193

Artificial Intelligence Open Source Analytics Monitoring 193

Dynatrace

JANUARY 5, 2022

This guest blog is authored by Raphael Pionke , DevOps Engineer at T-Systems MMS. In recent years, customer projects have moved towards complex cloud architectures, including dozens of microservices and different technology stacks which are challenging to develop, maintain, and optimize for resiliency. Dynatrace news.

Testing 217

Testing Open Source Metrics Infrastructure 217

Dynatrace

JANUARY 12, 2021

IT, DevOps, and SRE teams are racing to keep up with the ever-expanding complexity of modern enterprise cloud ecosystems and the business demands they are designed to support. Observability is the new standard of visibility and monitoring for cloud-native architectures. Dynatrace news. Leaders in tech are calling for radical change.

Monitoring 191

Monitoring Artificial Intelligence DevOps Serverless 191

Dynatrace

APRIL 21, 2022

As organizations adopt microservices architecture with cloud-native technologies such as Microsoft Azure , many quickly notice an increase in operational complexity. Most monitoring tools for migrations, development, and operations focus on collecting and aggregating the three pillars of observability— metrics, traces, and logs.

Azure 188

Azure Monitoring Virtualization Metrics 188

Dynatrace

DECEMBER 22, 2021

Observability is made up of three key pillars: metrics, logs, and traces. Metrics are measures of critical system values, such as CPU utilization or average write latency to persistent storage. They are particularly important in distributed systems, such as microservices architectures.

Artificial Intelligence 178

Artificial Intelligence Metrics Architecture DevOps 178

Dynatrace

OCTOBER 6, 2022

OpenTelemetry is an exciting open source observability standard that provides a common collection of tools, APIs, and SDKs to help collect observability signals. OpenTelemetry demo application architecture diagram. is the custom metrics ingest endpoint that is used by the collector to export metrics. OpenTelemetry?community

Open Source 172

Open Source Metrics Tuning Technology 172

Dynatrace

APRIL 16, 2021

In my role as Developer and DevOps Advocate, I have the luxury of interacting with many different people on a daily basis. Whether these are open-source developers I meet through my work on the CNCF project Keptn or Dynatrace partners and customers who I try to help get the most out of their investment in our Software Intelligence platform.

Monitoring 152

Monitoring Open Source Best Practices DevOps 152

Dynatrace

MAY 21, 2021

A service mesh is a dedicated infrastructure layer built into an application that controls service-to-service communication in a microservices architecture. A service mesh enables DevOps teams to manage their networking and security policies through code. What is a service mesh?

Traffic 242

Traffic DevOps Infrastructure Network 242

Dynatrace

JANUARY 4, 2024

Great news: OpenTelemetry endpoint detection, analyzing OpenTelemetry services, and visualizing Istio service mesh metrics just got easier. As a CNCF open source incubating project, OpenTelemetry provides a standardized set of APIs, libraries, agents, instrumentation, and specifications for logging, metrics, and tracing.

Metrics 167

Metrics Open Source Tuning Infrastructure 167

Dynatrace

MAY 27, 2021

In my previous article about continuous integration and continuous delivery (CI/CD) , I defined CI/CD and explained how these practices work together to help DevOps teams deliver quality software faster. Here are a few common metrics teams should track for every CD pipeline to help you evaluate its efficacy. Dynatrace news.

Best Practices 130

Best Practices DevOps Open Source Cloud 130

Dynatrace

FEBRUARY 12, 2024

Each use case provides its own unique value and impact, and whoever sees value in the use cases can adopt it—whether they are a platform engineer, DevOps engineer, performance engineer, or a site reliability engineer (SRE). When releasing into production, Gardner said it’s important to think beyond performance metrics.

Engineering 182

Engineering Development Infrastructure Cloud 182

Dynatrace

FEBRUARY 16, 2023

The short answer: The three pillars of observability—logs, metrics, and traces—converging on a data lakehouse. You’re getting all the architectural benefits of Grail—the petabytes, the cardinality—with this implementation,” including the three pillars of observability: logs, metrics, and traces in context.

Analytics 186

Analytics Innovation Metrics Database 186

Dynatrace

NOVEMBER 29, 2021

Microservices architecture combines loosely-coupled functions to create high-performing applications. Access a wide ecosystem of partners with open-source and cloud-native technologies. OpenShift, DevOps, and CI/CD. Enhances DevOps productivity. How OpenShift enhances Kubernetes. Speeds up development.

Monitoring 148

Monitoring DevOps Infrastructure Metrics 148

Dynatrace

DECEMBER 24, 2020

IT, DevOps, and SRE teams seeking to know the health of their apps and services have always faced obstacles that can drain productivity, stifle collaboration, ratchet up the time to resolution, and limit the effectiveness of their collaboration with other parts of the business. Dynatrace news.

DevOps 245

DevOps Infrastructure Cloud Monitoring 245

Dynatrace

APRIL 5, 2021

While AWS and Azure promote the same capabilities — and perhaps a similar ultimate vision — their architectures are not equivalent. The platform automatically manages all the computing resources required in those processes, freeing up DevOps teams to focus on developing and delivering features and functions. How Azure Functions works.

Azure 137

Azure Serverless IoT Lambda 137

Dynatrace

JULY 9, 2020

Gone are the days for Christian manually looking at dashboards and metrics after a new build got deployed into a testing or acceptance environment: Integrating Keptn into your existing DevOps tools such as GitLab is just a matter of an API call.

Cloud 188

Cloud DevOps Azure Architecture 188

Dynatrace

MARCH 3, 2020

This involves new software delivery models, adapting to complex software architectures, and embracing automation for analysis and testing. Install the Dynatrace OneAgent to gather metrics and feed the Dynatrace AI-powered problem causation engine that automatically shows impacted users, system, and root cause during testing.

Performance 242

Performance Education Innovation Software Architecture 242

Dynatrace

JULY 6, 2022

Organizations that have achieved SRE maturity have a better handle on the state of their infrastructure, the ability to tie reliability metrics more tightly to business objectives, and the means to ensure a consistent and responsive customer experience. Dynatrace’s 2022 State of SRE Report surveyed 450 SREs across the globe.

Best Practices 187

Best Practices Open Source Tuning Infrastructure 187

Dynatrace

APRIL 5, 2021

It also enables DevOps teams to connect to any number of AWS services or run their own functions. Real-time stream processing to perform live activity tracking, data cleansing, metrics generation, and more. Organizations are realizing the cost savings and management benefits of serverless automation.

Lambda 180

Lambda AWS Serverless Hardware 180

Dynatrace

MAY 31, 2021

In particular, achieving observability across all containers controlled by Kubernetes can be laborious for even the most experienced DevOps teams. DevOps and continuous delivery: A revolution in processes, and the way people and software delivery teams work. But what is Kubernetes exactly? Where does it come from? What is Kubernetes?

Virtualization 133

Virtualization DevOps Infrastructure Cloud 133

Dynatrace

MARCH 16, 2021

Despite all the benefits of modern cloud architectures, 63% of CIOs surveyed said the complexity of these environments has surpassed human ability to manage. The traditional machine learning approach relies on statistics to compile metrics and events and produce a set of correlated alerts.

Artificial Intelligence 193

Artificial Intelligence Open Source Cloud Analytics 193

Percona

JUNE 22, 2023

When planning your database HA architecture, the size of your company is a great place to start to assess your needs. This base architecture keeps the database available for your applications in case the primary node goes down, whether that involves automatic failover in case of a disaster or planned switchover during a maintenance window.

Availability 111

Availability Database Open Source Hardware 111

Dynatrace

NOVEMBER 19, 2020

One highlight from the conference was the introduction of the open-source project called Keptn which Dynatrace is leading. The Environment API helps you further automate your toolchain workflows such as your deployment pipeline, CI toolchain, or a simple monthly architecture-topology report. Try it yourself.

Software 143

Software Software DevOps Open Source 143

Dynatrace

DECEMBER 10, 2020

Change starts by thoroughly evaluating whether the current architecture, tools, and processes for configuration, infrastructure, code delivery pipelines, testing, and monitoring enable improved customer experience faster and with high quality or not. Rethinking the process means digital transformation.

Strategy 178

Strategy Performance Logistics Monitoring 178

Dynatrace

JUNE 1, 2021

Application performance monitoring (APM) is the practice of tracking key software application performance metrics using monitoring software and telemetry data. Application architecture to gain insights into how application architecture changes impact performance and user experience. Dynatrace news. Performance monitoring.

Monitoring 149

Monitoring Mobile Social Media Artificial Intelligence 149