Dynatrace

MARCH 6, 2024

IBM i is designed to integrate seamlessly with legacy and modern applications, allowing businesses to run critical workloads and applications. IBM i, formerly known as iSeries, is an operating system developed by IBM for its line of IBM i Power Systems servers. Nothing is installed on your IBM i systems. It’s all monitored remotely !

Monitoring 233

Monitoring Infrastructure Metrics Operating System 233

DZone

APRIL 14, 2023

This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today. Are you looking to get away from proprietary instrumentation? Are you interested in open-source observability, but lack the knowledge to just dive right in?

Open Source 268

Open Source Metrics Monitoring Design 268

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. This is done by detecting availability and performance problems in real time across an entire technology stack while presenting teams with answers — not alert storms.

AWS 280

AWS Lambda Serverless Virtualization 280

Dynatrace

SEPTEMBER 13, 2023

Listen, learn, improve, and repeat The latest update to the Citrix monitoring extension is now available. This update improves the ability to observe Citrix users and delivery agents within a Citrix environment using the Citrix SDK, which is designed specifically for Citrix admins.

Monitoring 219

Monitoring Healthcare Infrastructure Virtualization 219

DZone

MARCH 14, 2023

This workshop is for you, designed to expand your knowledge and understanding of open-source observability tooling that is available to you today. Are you looking to get away from proprietary instrumentation? Are you interested in open-source observability, but lack the knowledge to just dive right in?

Open Source 255

Open Source Metrics Monitoring Design 255

Dynatrace

FEBRUARY 27, 2024

These are all metrics Dynatrace collects directly out of the box. All of this data can be bubbled up to a unified dashboard.” Users can then connect this dashboard data with underlying technical data, such as service-level agreement metrics. “This lets you jump right into triage.

Best Practices 233

Best Practices AWS Metrics Innovation 233

Dynatrace

JANUARY 31, 2024

Bringing together metrics, logs, traces, problem analytics, and root-cause information in dashboards and notebooks, Dynatrace offers an end-to-end unified operational view of cloud applications. Beyond SLAs, the emergence of machine learning technical debt poses an additional challenge for model observability.

Cache 203

Cache Azure Infrastructure Latency 203

Rigor

JULY 11, 2019

Additionally, teams are measuring and tracking key business metrics – conversion rates, cart abandonment rates, customer lifetime value, revenue by traffic source, and so on. Why Are User-centric Metrics Essential for Ecommerce? Which Metrics Matter for Ecommerce? Not all ecommerce designs are created equal.

Ecommerce 87

Ecommerce Metrics Website Mobile 87

Dynatrace

MARCH 16, 2023

Enterprises now have access to myriad metrics they can track and measure, but an abundance of choice doesn’t equal actionable insight. Indeed, 54% of SREs say they handle too many metrics, making it increasingly difficult to find the most relevant ones for a particular service, according to the Dynatrace State of SRE Report.

DevOps 213

DevOps Latency Metrics Traffic 213

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 254

Open Source Metrics Analytics Tuning 254

Dynatrace

SEPTEMBER 8, 2023

In part 2, we’ll show you how to retrieve business data from a database, analyze that data using dashboards and ad hoc queries, and then use a Davis analyzer to predict metric behavior and detect behavioral anomalies. Dynatrace users typically use extensions to pull technical monitoring data, such as device metrics, into Dynatrace.

Database 268

Database Artificial Intelligence Metrics Monitoring 268

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 225

Azure Monitoring Operating System Virtualization 225

Dynatrace

APRIL 28, 2023

Optimize cost and availability while staying compliant Observability data like logs and metrics provide automated answers, root cause detection, and security issues. This means compromising between keeping data available as long as possible for analysis while juggling the costs and overhead of storage, archiving, and retrieval.

Analytics 212

Analytics Storage Infrastructure Metrics 212

The Netflix TechBlog

OCTOBER 7, 2021

However, Netflix is available for streaming on thousands of types of devices and it is powered by hundreds of micro-services which are deployed independently, making it extremely challenging to comprehensively test internally. At Netflix, we have significant investments in ensuring new versions of our applications are well tested.

Metrics 197

Metrics Mobile Strategy Testing 197

Dynatrace

APRIL 5, 2024

Let’s assume we created a service-availability SLO, monitoring the request failure count against the overall request counts. Data Explorer “test your Metric Expression” for info result coming from the above metric. What characterizes a weak SLO?

Efficiency 223

Efficiency Traffic Tuning Metrics 223

The Netflix TechBlog

NOVEMBER 11, 2022

Although model-based anomaly detection approaches are more scalable and suitable for real-time analysis, they highly rely on the availability of (often labeled) context-specific data. Manifest is requested by the client and gets delivered to the player before the license request, and it itemizes the available streams.

Metrics 312

Metrics C++ Tuning Strategy 312

The Netflix TechBlog

MARCH 10, 2023

This feature support required a significant update in the data table design (which includes new tables and updating existing table columns). Data Sharding strategy in elasticsearch is updated to provide low search latency (as described in blog post) Design of new Cassandra reverse indices to support different sets of queries.

Traffic 237

Traffic Media Processing Design 237

Dynatrace

SEPTEMBER 13, 2023

This is a set of best practices and guidelines that help you design and operate reliable, secure, efficient, cost-effective, and sustainable systems in the cloud. If you use AWS cloud services to build and run your applications, you may be familiar with the AWS Well-Architected framework.

AWS 245

AWS Efficiency Azure Google 245

Dynatrace

NOVEMBER 15, 2022

Over the last few years, observability vendors have sought to address some of these analytics challenges, opportunistically introducing real-time reporting for a limited set of business metrics. Since they rely on capabilities designed for IT monitoring, they inherit a series of architectural design constraints that limit their usefulness.

Analytics 228

Analytics Mobile Games Metrics 228

The Netflix TechBlog

MARCH 7, 2024

Since its inception , Metaflow has been designed to provide a human-friendly API for building data and ML (and today AI) applications and deploying them in our production infrastructure frictionlessly. While human-friendly APIs are delightful, it is really the integrations to our production systems that give Metaflow its superpowers.

Systems 226

Systems Media Cache Open Source 226

Smashing Magazine

NOVEMBER 5, 2021

The Value Of Concept Testing As Part Of Product Design. The Value Of Concept Testing As Part Of Product Design. UX design teams are passionate about our approach to solving problems and providing users with experiences that lead to their desired outcomes. UX teams should consider it a mandatory step in designing a product.

Design 96

Design Testing Education Processing 96

Dynatrace

DECEMBER 2, 2021

These can include business metrics, such as conversion rates, uptime, and availability; service metrics, such as application performance; or technical metrics, such as dependencies to third-party services, underlying CPU, and the cost of running a service. availability of a website over a year, your error budget is.05%.

Metrics 189

Metrics Best Practices DevOps Infrastructure 189

The Netflix TechBlog

FEBRUARY 3, 2021

This framework was initially intended to be internal only, focusing on integration with the Netflix ecosystem for tracing, logging, metrics, etc. At Netflix we strongly prefer schema-first development because: The schema design is front and center of the developer experience. It provides an easy way for tooling to consume the schema.

Open Source 246

Open Source Java Architecture Metrics 246

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 210

Engineering DevOps Software Engineering Scalability 210

Speed Curve

DECEMBER 10, 2017

Network metrics have been around for decades, but rendering metrics are newer. These are a few of the rendering metrics that currently exist. A brief history of performance metrics. Metrics quantify behavior. Metrics quantify behavior. Gaps in today's performance metrics. Speed Index. Start Render.

Metrics 69

Metrics Website Speed Monitoring 69

Dynatrace

JUNE 7, 2023

A typical design pattern is the use of a semantic search over a domain-specific knowledge base, like internal documentation, to provide the required context in the prompt. Businesses in all sectors are introducing novel approaches to innovate with generative AI in their domains. Our example dashboard below visualizes OpenAI token consumption.

Monitoring 163

Monitoring Latency Metrics Azure 163

Speed Curve

JANUARY 22, 2019

Over the winter holiday we added a bunch of new metrics to LUX: First Contentful Paint. First Contentful Paint and Start Render (which was already available in LUX) are provided by browsers as part of the Paint Timing spec. You can see all these Long Task and CPU metrics in the LUX Performance dashboard. First CPU Idle.

Metrics 45

Metrics Network Availability Design 45

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. Cloud providers offer coarse carbon footprint tools that are designed for compliance reporting, not optimization. Want to learn more?

Cloud 207

Cloud Energy Best Practices Cache 207

Dynatrace

APRIL 10, 2023

We also couldn’t compromise on performance and availability.” Such testing is critical to identifying customer shopping patterns that inform decisions about application design and user experience. “We monitor all services that produce metrics in the top three clouds,” he said.

Cloud 170

Cloud Ecommerce Performance Retail 170

Dynatrace

APRIL 26, 2022

Fast, consistent application delivery creates a positive user experience that can ultimately drive customer loyalty and improve business metrics like conversion rate and user retention. Expanding on the traditional observability pillars of metrics, logs, and traces, DEM collects user experience data to complete the end-to-end picture.

Monitoring 202

Monitoring Social Media IoT Metrics 202

Dynatrace

NOVEMBER 8, 2021

APM solutions track key software application performance metrics using monitoring software and telemetry data. Organizations use APM to ensure system availability, optimize service performance and response times, and improve user experiences. Create a baseline of performance metrics and alert administrators when performance varies.

Artificial Intelligence 231

Artificial Intelligence Monitoring Infrastructure Cloud 231

Dynatrace

FEBRUARY 2, 2022

service availability with <50ms latency for an application with no revenue impact. For example, constant SLO violations of service availability for the check deposit application would create customer dissatisfaction leading to potential revenue impact. To avoid this, start the SLO discussion early in the design process.

DevOps 194

DevOps Metrics Best Practices Latency 194

Dynatrace

JULY 10, 2023

Additionally, we’ve been able to unify dev teams and business teams to set and monitor metrics around user interaction with our sites.” VP operations, banking sector Complimentary copies of the 2023 Gartner Magic Quadrant for APM and Observability are available on the Dynatrace website. Download now!

Monitoring 219

Monitoring Retail Performance Government 219

Dynatrace

NOVEMBER 3, 2020

A few months ago we wrote about how you can scale your API operations with our version 2 APIs , by showing off the Dynatrace Metrics API v2 and the Monitored entities API v2. All filters and problem meta-information that are available in our own problem list are now seamlessly available through the public Problems REST API v2.

Metrics 245

Metrics Monitoring Efficiency Availability 245

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. Additionally, large differences in a metric by themselves do not make a metric poor.

Energy 98

Energy Architecture Hardware Metrics 98

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. Application availability measures the time an application is available and fully functional for end users.

DevOps 186

DevOps Innovation Speed Monitoring 186

Dynatrace

JUNE 6, 2023

Thair elaborated on the concept of “designing for operations” with a car analogy. That’s not good design for Ops,” he said. How do [developers] make the things that are most likely to break, easily accessible?” “The three pillars of observability at the time were metrics, logs, and traces,” Wilson said.

DevOps 161

DevOps Innovation Engineering Best Practices 161