Dynatrace

AUGUST 21, 2023

Like the tree in the forest, the microservice falling definitely made a sound. But, as Justin Scherer, senior software engineer from Northwestern Mutual found, OpenTelemetry by itself is not a panacea. And maintaining the instrumentation configurations can get cumbersome as your software and toolsets evolve.

Open Source 205

Open Source Analytics Lambda Metrics 205

Dynatrace

APRIL 10, 2023

Kiran Bollampally, site reliability and digital analytics lead for ecommerce at Tractor Supply Co., shifted most of its ecommerce and enterprise analytics workloads to Kubernetes-managed software containers running in Microsoft Azure. Rural lifestyle retail giant Tractor Supply Co. ” Three years ago, Tractor Supply Co.

Cloud 179

Cloud Ecommerce Performance Retail 179

Dynatrace

AUGUST 17, 2023

Some years ago, I worked closely with the Spring Framework team as a product manager at Pivotal Software. But the true power of Dynatrace is in the blending of metrics, traces, and logs in a single unified analytics view, as you’ll see in a moment. Definitions of the Slack workflow are also in the Git repository.

Metrics 207

Metrics Analytics Speed Java 207

Dynatrace

JULY 11, 2023

Dynatrace full stack Red Hat OpenShift observability Dynatrace unifies platform engineering and application teams on a single platform, enhancing software quality and operational efficiency to drive innovation. Having all data in context tremendously simplifies analytics and problem detection.

Architecture 176

Architecture Availability Infrastructure Monitoring 176

Dynatrace

NOVEMBER 8, 2021

APM solutions track key software application performance metrics using monitoring software and telemetry data. G2 Research includes a clear definition of APM in its Grid Report for Application Performance Monitoring for Spring 2021. APM solutions: A primer. Insight into business KPIs.

Artificial Intelligence 238

Artificial Intelligence Monitoring Infrastructure Cloud 238

Dynatrace

FEBRUARY 14, 2022

Building on its advanced analytics capabilities for Prometheus data , Dynatrace now enables you to create extensions based on Prometheus metrics. Without any coding skills required, you can declare extensions in a human-readable YAML format and activate them in your environment via the Dynatrace Software Intelligence Hub.

Technology 225

Technology Technology Metrics Infrastructure 225

Dynatrace

MAY 17, 2023

Anyone who’s concerned with developing, delivering, and operating software knows the importance of making software and the systems it runs on observable. That is, relying on metrics, logs, and traces to understand what software is doing and where it’s running into snags.

Metrics 189

Metrics Open Source Traffic Cache 189

Dynatrace

DECEMBER 9, 2020

Our customers are increasingly transitioning to agile software development, DevOps, and progressive continuous delivery to deliver business value faster. The flip side of speeding up delivery, however, is that each software release comes with the risk of impacting your goals of availability, performance, or any business KPIs.

Metrics 156

Metrics Engineering Google Monitoring 156

The Netflix TechBlog

MARCH 2, 2021

Together with data analytics and data engineering, we comprise the larger, centralized Data Science and Engineering group. We talked to scientists from areas like Payments & Partnerships, Content & Marketing Analytics Research, Content Valuation, Customer Service, Product Innovation, and Studio Production.

Analytics 207

Analytics C++ Innovation Engineering 207

Dynatrace

DECEMBER 2, 2021

To get a better handle on this, let’s start with some definitions. Error budgets allow development teams to make informed decisions between new development vs operations and polishing existing software. Generally, SLOs are important because they: Improve software quality. It is inevitable that software can break.

Metrics 200

Metrics Best Practices DevOps Infrastructure 200

Dynatrace

JUNE 15, 2021

Software reliability and resiliency don’t just happen by simply moving your software to a modern stack, or by moving your workloads to the cloud. And the last sentence of the email was what made me want to share this story publicly, as it’s a testimonial to how modern software engineering and operations should make you feel.

AWS 198

AWS Traffic Architecture Azure 198

Percona

NOVEMBER 2, 2023

Introduction of clustered collections for optimized analytical queries. Powerful change streams and support for data definition language operations. Protection against data loss : Older MongoDB versions pose a risk of data loss due to unsupported software. Sharded time-series collections for improved scalability and performance.

Best Practices 87

Best Practices Hardware Tuning Scalability 87

Dynatrace

OCTOBER 4, 2021

An application programming interface (API) is a set of definitions and protocols for building and integrating application software that enables your product to communicate with other products and services. As a result, API monitoring has become a must for DevOps teams. So what is API monitoring? Choosing an API monitoring tool.

Monitoring 186

Monitoring Latency Metrics Availability 186

Dynatrace

OCTOBER 28, 2020

This will allow you to move to the Dynatrace Software Intelligence Platform with ease and get automatic, intelligent observability at scale. The Dynatrace Software Intelligence Platform provides you with so much more monitoring functionality. And even Digital business analytics.

Monitoring 150

Monitoring Systems Infrastructure Cloud 150

Testsigma

MARCH 12, 2021

While it is definitely true that both of these processes automate the process, “what” and “how” of their automation is entirely different. Surprisingly, this definition fits perfectly with RPA by making slight adjustments. Validate software application functionality and performance. What is Test Automation?

Artificial Intelligence 97

Artificial Intelligence Testing Energy Analytics 97

The Netflix TechBlog

JANUARY 25, 2023

Annotations Sometimes people describe annotations as tags but that is a limited definition. All data should be also available for offline analytics in Hive/Iceberg. Analytics Annotations can be searched in bulk across multiple annotation types to build data facts for a title or across multiple titles.

Scalability 283

Scalability Latency Media Architecture 283

Dynatrace

DECEMBER 20, 2019

For those AppMon customers who are still investigating the tremendous value that the Dynatrace software intelligence platform provides, consider the following excerpts from customers like you after making the switch from AppMon to Dynatrace: “As a large traditional bank, we have a real convoluted IT infrastructure.

Infrastructure 135

Infrastructure Cloud Government Monitoring 135

Dotcom-Montior

NOVEMBER 24, 2021

By definition, a distributed system is any system that comprises of multiple components on variety of machines that work together to appear as a single, organized system. Although the definition may seem straightforward, in the real-world, a distributed system is one of the most complex environments to understand, manage, and monitor.

Systems 74

Systems Monitoring Hardware Network 74

Dynatrace

JUNE 1, 2021

Application performance monitoring (APM) is the practice of tracking key software application performance metrics using monitoring software and telemetry data. Faster and higher-quality software releases. AI assistance enables teams to automate operations, release software faster, and deliver better business outcomes.

Monitoring 148

Monitoring Mobile Social Media Artificial Intelligence 148

The Netflix TechBlog

JANUARY 11, 2022

To learn about Analytics and Viz Engineering, have a look at Analytics at Netflix: Who We Are and What We Do by Molly Jackman & Meghana Reddy and How Our Paths Brought Us to Data and Netflix by Julie Beckley & Chris Pham. without having to become software engineers themselves.

Innovation 243

Innovation Metrics Engineering Testing 243

Dynatrace

JUNE 25, 2021

The overall fallacy in this assumption becomes obvious when you look at the definitions of the terms. This means that you can monitor the outputs of a software system, but the fidelity of the data is determined by the system’s observability. Monitoring” comes from the verb “to monitor” and describes the act of looking at systems.

Open Source 205

Open Source Monitoring Google Systems 205

Dynatrace

NOVEMBER 3, 2021

Monitoring , by textbook definition, is the process of collecting, analyzing, and using information to track a program’s progress toward reaching its objectives and to guide management decisions. Then we’ll look at how you can best utilize both to improve business outcomes. Monitoring vs. observability.

Monitoring 229

Monitoring Metrics DevOps Scalability 229

All Things Distributed

DECEMBER 1, 2016

I was joined by 32,000 James Bonds at the conference today from all around the world, and we introduced new services focused on accelerating this transformation across development, testing and operations, data and analytics, and computation itself. Transformation in Development, Testing, & Operations.

AWS 162

AWS Development Lambda Open Source 162

Smashing Magazine

OCTOBER 11, 2022

In his recent Smashing Conference talk, green software expert Asim Hussain mentioned that the biggest shift he is seeing is as a result of regulation — or the threat of regulation. Low-effort/high-impact actions are easy wins, and definitely worth prioritizing. Switch your analytics. Regulation.

Strategy 124

Strategy Development Energy Website 124

O'Reilly Software

OCTOBER 23, 2018

Likewise, the term "architect" didn't enter popular usage to describe a role in the software field until the late 1990s. This is my tailored view of it; others will have different definitions. It's a given that we must design a system, including a local software architecture, that actually runs, that is "solid."

Strategy 100

Strategy Architecture Technology Technology 100

ScaleOut Software

SEPTEMBER 20, 2018

This model organizes key information about each data source (for example, an IoT device, e-commerce shopper, or medical patient) in a software component that tracks the data source’s evolving state and encapsulates algorithms, such as predictive analytics, for interpreting that state and generating real-time feedback.

Programming 63

Programming IoT Java Analytics 63

O'Reilly

MAY 19, 2020

Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). Technical leads and architects (about 11%) are next, followed by software and systems architects (9+%). Almost one-quarter (23%) of respondents work in the software industry ( Figure 3 ). Respondent Demographics.

Cloud 141

Cloud Serverless AWS Architecture 141

Tasktop

APRIL 8, 2021

The need to measure outcomes and business value for software development, and the shift from Project to Product , require the deployment of a scalable and turnkey VSM solution. CIO: “I wish I could give a definitive answer. Bottlenecks from internal processes and a dated software architecture severely affected morale.

Innovation 52

Innovation DevOps Analytics Scalability 52

Testsigma

JULY 13, 2021

A few years back, “ codeless testing ” was interchangeably used with the “ record-and-replay ” functionality of the automation software. Codeless testing is a type of software testing that requires no code writings from the testers. With methods allowing faster software development, testing might get a bit unsynchronised with it.

Testing 52

Testing Artificial Intelligence Programming Code 52

ScaleOut Software

SEPTEMBER 20, 2018

This model organizes key information about each data source (for example, an IoT device, e-commerce shopper, or medical patient) in a software component that tracks the data source’s evolving state and encapsulates algorithms, such as predictive analytics, for interpreting that state and generating real-time feedback.

Programming 40

Programming IoT Java Analytics 40

All Things Distributed

DECEMBER 20, 2017

These examples underline that the purpose of software today is not solely to support business processes, but that software solutions have broadly become an essential element in multiple business areas. This is done through software and IT services that are delivered through software APIs. More than mere support.

Artificial Intelligence 79

Artificial Intelligence Social Media Logistics AWS 79

Smashing Magazine

SEPTEMBER 24, 2021

is amazing, but there are definitely some challenges. Vercel also offers an Analytics feature , which measures the core Web Vitals of your production deployment. Vercel Analytics actually collects the measures from the devices of your visitors, so these scores are really what your visitors are experiencing. Challenges.

Website 114

Website Code Servers Analytics 114

SQL Performance

APRIL 17, 2020

When we ask SQL Server to change some aspect of a column's definition, it needs to check that the existing data is compatible with the new definition. Rewrite some or all of the stored data to match the new definition. A much better, and more explicit table definition would be: CREATE TABLE dbo. INDEX [ IX dbo.

Servers 63

Servers Database Testing Efficiency 63

O'Reilly

NOVEMBER 28, 2023

AI users are definitely facing these problems: 7% report that data quality has hindered further adoption, and 4% cite the difficulty of training a model on their data. Several respondents also mentioned working with video: analyzing video data streams, video analytics, and generating or editing videos.

Open Source 106

Open Source Artificial Intelligence Google Infrastructure 106

Testsigma

MAY 7, 2020

IBM Big Data and Analytics Hub website cited a case study, where a US insurance company was estimating 15% of their testing efforts to be just test data collection for the backend system and the frontend system. In case of improper use of such critical and high-risk data, legal action by the customers is definite. What is test data?

Testing 60

Testing Storage Database Processing 60

O'Reilly Software

OCTOBER 25, 2018

No item is left out, leaving an incomplete definition. But they share an attribute that precious few lists in the world have: they are enums by definition. Consider the following list of departments or job roles in a dev shop: Software Developers. There is no card in the deck that is part Spades and part Diamonds. Architects.

Strategy 96

Strategy Database Technology Technology 96

O'Reilly Software

APRIL 4, 2018

Here are five considerations every software architect and developer needs to take into account when setting the architectural foundations for a fast data platform. They have a clear input and output definition, and often a schema as well. Determine requirements first. Leverage the convergence of fast data and microservices.

Architecture 80

Architecture Scalability Google Operating System 80