Dynatrace

APRIL 22, 2024

By contrast, the quantitative questions include: What proportion of time do software engineering and development teams spend writing automation scripts? Organizations at this maturity level should strive to improve operational excellence by adopting AI analysis into their automation-driven practices.

DevOps 191

DevOps Artificial Intelligence Government Innovation 191

Dynatrace

JUNE 28, 2022

After investigating, the software engineering team discovered that it wasn’t leveraging application performance monitoring (APM) tooling data to its full potential. First, the organization assembled a group of motivated SMEs, including members of the product team as well as iOS and Android engineers.

Mobile 217

Mobile Analytics Best Practices Software Engineering 217

The Netflix TechBlog

AUGUST 11, 2020

In order to gain broad software integration of causal effects models, a significant investment in software engineering, especially in computation, is needed. The integration of causal inference into engineering systems can lead to large amounts of new innovation. We have released a whitepaper to begin the discussion.

Software Engineering 233

Software Engineering Scalability Engineering Strategy 233

Dynatrace

AUGUST 21, 2023

But, as Justin Scherer, senior software engineer from Northwestern Mutual found, OpenTelemetry by itself is not a panacea. The collector processes the data and exports it to a predetermined monitoring, tracing, or logging back end, such as Dynatrace, for analysis. What is OpenTelemetry?

Open Source 202

Open Source Analytics Lambda Metrics 202

The Morning Paper

SEPTEMBER 24, 2020

Static analysis of Java enterprise applications: frameworks and caches, the elephants in the room , Antoniadis et al., Static analysis is a key component of many quality and security analysis tools. So they would definitely benefit from the kinds of reassurances that static analysis can bring. PLDI’20.

Java 80

Java Cache Benchmarking Programming 80

Dynatrace

MAY 31, 2023

This shift is leading more organizations to hire site reliability engineers to guarantee the reliability and resiliency of their services. How site reliability engineering affects organizations’ bottom line SRE applies the disciplines of software engineering to infrastructure management, both on-premises and in the cloud.

Best Practices 228

Best Practices DevOps Latency Metrics 228

Dynatrace

MARCH 3, 2020

For software engineering teams, this demand means not only delivering new features faster but ensuring quality, performance, and scalability too. One way to apply improvements is transforming the way application performance engineering and testing is done. Industry apps explosion. Performance-as-a-self-service .

Performance 246

Performance Education Innovation Software Architecture 246

The Netflix TechBlog

FEBRUARY 13, 2024

Safe software deployment, canary testing, and play-delay Software engineering readers of this blog are likely familiar with unit, integration and load testing, as well as other testing practices that aim to prevent bugs from reaching production systems. That is, we need a sequential test on the difference in distributions.

Testing 239

Testing Software Software Metrics 239

The Netflix TechBlog

NOVEMBER 9, 2021

While the result of this offline analysis was very exciting, what really matters to us is our members’ streaming experience. The Data Science and Engineering team for A/B test analysis, and for providing data to help us continuously monitor AV1.

Media 246

Media Open Source Efficiency Software Engineering 246

The Netflix TechBlog

JANUARY 11, 2022

We look to our data scientists to push the boundaries on both the design and analysis of experiments: what new approaches or methods may yield valuable insights, given the learning agenda in a particular part of the product? Sensitivity analysis.

Innovation 243

Innovation Metrics Engineering Testing 243

Dynatrace

FEBRUARY 12, 2024

Check out the following use cases to learn how to drive innovation from development to production efficiently and securely with platform engineering observability. It provides a cross-cloud overview of cloud services, their instances, and health, enabling cloud resource usage analysis and optimization with analytics notebooks.

Engineering 187

Engineering Development Infrastructure Cloud 187

DZone

AUGUST 30, 2021

Identifying defects and troubleshooting for their root cause is one of the important but painful tasks in software engineering and essential to maintaining good quality software.

Monitoring 246

Monitoring Software Engineering Engineering Software 246

Dynatrace

JULY 18, 2023

To handle this challenge, enterprises need to automate and streamline the onboarding and lifecycle of tool configurations in the software development processes, including aspects of observability, security, alerting, and remediation. Development teams must set up tailored configurations for each tool and component they’re responsible for.

Best Practices 195

Best Practices Code Infrastructure Latency 195

Dynatrace

MARCH 17, 2021

Application security is a software engineering term that refers to several different types of security practices designed to ensure applications do not contain vulnerabilities that could allow illicit access to sensitive data, unauthorized code modification, or resource hijacking. Dynatrace news.

Open Source 170

Open Source Cloud Games Java 170

Dynatrace

AUGUST 3, 2022

The Spring framework is popular because it enables software engineers to more easily write and test code to maintain modular applications. Spring4Shell is a critical vulnerability that emerged in March of 2022 that affects the Spring Java framework, an open-source platform for Java-based application development.

Java 192

Java Traffic Benchmarking Strategy 192

The Morning Paper

JULY 9, 2019

Three key checklists and remedies for trustworthy analysis of online controlled experiments at scale Fabijan et al., Last time out we looked at machine learning at Microsoft , where we learned among other things that using an online controlled experiment (OCE) approach to rolling out changes to ML-centric software is important.

Metrics 42

Metrics Design Testing Software 42

Dynatrace

NOVEMBER 22, 2021

But if you are using non-AWS tooling or need more breadth, depth, and analysis for your multicloud environment beyond AWS and CloudWatch, you need a different approach. To gain insight into these problems, software engineers typically deploy application instrumentation frameworks that provide insight into applications and code.

Best Practices 217

Best Practices AWS Monitoring Serverless 217

The Netflix TechBlog

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

The Netflix TechBlog

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. Technology advancements in content creation and consumption have also increased its data footprint. Wednesday?—?December

AWS 100

AWS Entertainment Open Source Benchmarking 100

Dynatrace

JANUARY 19, 2021

Dynatrace not only automates instrumentation efforts, but also automates the analysis of distributed traces in a complete observability context, including related metrics and logs. – Robert Trueman, Head of Software Engineering at CDL. for further analysis. evolving and expanding AWS environment. AWS Lambda?extension

Lambda 214

Lambda Serverless AWS Mobile 214

Dynatrace

APRIL 18, 2022

Software engineer Taras Tsugrii of Meta (formerly Facebook) paid Keptn a high compliment, saying it feels like a reference implementation of Google’s SRE principles , which are the search giant’s techniques for ensuring the integrity of its sites and services. Dynatrace developed and released Keptn to open source in 2020.

Open Source 193

Open Source DevOps Cloud Metrics 193

Dynatrace

MAY 13, 2020

One of our software engineers, Tomasz Gajger, has been involved in a research project related to GPU performance analysis. This also lowers your maintenance costs by enabling you to have one platform instead of many. Example 1: Gain visibility into your NVIDIA GPUs.

Infrastructure 135

Infrastructure Metrics Monitoring Software Engineering 135

Testlodge

MAY 26, 2021

Risk Analysis and Prioritization: Once requirements have been filtered, they need to be prioritized on the basis of the potential severity, criticality, and complexity. A risk analyst or an experienced software engineer will be in the best position to carry out this activity.

Testing 105

Testing Software Engineering Best Practices Strategy 105

The Morning Paper

FEBRUARY 18, 2020

The core idea is to continuously monitor all aspects of the business, actively interpret the observations using advanced data analysis – including ML – and integrate the learnings into appropriate actions that improve business outcomes. Flock treats ML models as software artefacts derived from data.

Government 95

Government Software Engineering Storage Database 95

Testsigma

OCTOBER 28, 2021

Rahul Parwal is a software engineer, speaker, mentor, and writer out of Jaipur, Rajasthan. He has dabbled in software development, testing, and automation, and often shares his learnings in his blog. My bug analysis and exploration skills have greatly improved as a result of investigating such bugs.

Engineering 96

Engineering Hardware Testing Software Engineering 96

O'Reilly Software

JUNE 12, 2018

Practical advice for software engineers and security consultants. As a software security evaluator and a one-time engineer, I can confirm what the daily security breaches are telling us: software engineers and architects regularly fail at building in sufficient security and privacy.

Artificial Intelligence 78

Artificial Intelligence Development Software Engineering Programming 78

The Morning Paper

OCTOBER 22, 2019

What do people actually do when they do ‘exploratory data analysis’ (EDA)? Exploration here is defined as “open-ended information analysis,” which doesn’t require a precisely stated goal. There were 30 participants in the study, each with at least four years of analysis experience. VAST’18. Survey participants.

Programming 40

Programming Software Engineering Database Analytics 40

Tasktop

FEBRUARY 18, 2020

While there are many use cases for integrating Jira , below are the top six most popular integration patterns as collected by Tasktop from an analysis of hundreds of enterprise toolchains. #1 QA engineers and test automation engineers can easily communicate with software engineers about the story, each from within their own tool. . #3

Azure 59

Azure Software Engineering DevOps Engineering 59

The Netflix TechBlog

MARCH 25, 2019

Now, imagine yourself in the role of a software engineer responsible for a micro-service which publishes data consumed by few critical customer facing services (e.g. Can I run a check myself to understand what data is behind this metric?”

Infrastructure 219

Infrastructure Big Data Transportation Architecture 219

Adrian Cockcroft

NOVEMBER 18, 2019

OPN303 BPF performance analysis (repeats) Learn how Netflix uses eBPF to create powerful performance analysis tools. Brendan Gregg tours BPF tracing, with open source tools & examples for EC2 instance analysis. Software Engineer, AWS Serverless Applications, and Yishai Galatzer, Senior Manager Software Development.

Open Source 40

Open Source AWS Lambda Serverless 40

Adrian Cockcroft

NOVEMBER 18, 2019

OPN303 BPF performance analysis (repeats) Learn how Netflix uses eBPF to create powerful performance analysis tools. Brendan Gregg tours BPF tracing, with open source tools & examples for EC2 instance analysis. Software Engineer, AWS Serverless Applications, and Yishai Galatzer, Senior Manager Software Development.

Open Source 40

Open Source AWS Lambda Serverless 40

The Morning Paper

FEBRUARY 13, 2020

So the thrust of this paper is to shift our thinking from programming / software development / software engineering as the process by which we create a point-in-time program to implement a given procedure, and instead start to focus on a program (software system) as an evolving entity over time. The last word.

Programming 99

Programming Software Software Software Engineering 99

O'Reilly

NOVEMBER 12, 2019

In our analysis, we assigned experience levels to our respondents for some of the survey questions. More than a fifth of the respondents work in the software industry—skewing results toward the concerns of software companies, and helping explain the preponderance of those with software engineering roles.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

The Netflix TechBlog

NOVEMBER 22, 2019

4:45pm-5:45pm NFX 209 File system as a service at Netflix Kishore Kasi , Senior Software Engineer Abstract : As Netflix grows in original content creation, its need for storage is also increasing at a rapid pace. This talk explores the journey, learnings, and improvements to performance analysis, efficiency, reliability, and security.

AWS 37

AWS Entertainment Open Source Benchmarking 37

The Netflix TechBlog

AUGUST 16, 2023

An even distribution of traffic to origins is critical for accurate canary analysis and preventing hot-spotting of traffic on origin instances. We had discussed subsetting many times over the years, but there was concern about disrupting load balancing with the algorithms available.

Traffic 170

Traffic Servers Google Metrics 170

The Agile Manager

NOVEMBER 30, 2021

The WSJ carried a guest analysis piece on Monday proclaiming the need to eliminate the IT department. And, or at least so the argument goes, modern no-code / low-code programming environments obviate the need for corporate IT functions to hire or contract for traditional language software developers.

Innovation 52

Innovation Software Engineering Efficiency Design 52

O'Reilly

FEBRUARY 2, 2020

We have the tools for that analysis; we just need to learn how to re-deploy them around issues like fairness. Collaboration between AI developers and operations teams will lead to growing pains on both sides, especially since many data scientists and AI researchers have had limited exposure to, or knowledge of, software engineering.

Software Architecture 67

Software Architecture Monitoring Software Engineering Architecture 67