Dynatrace

JUNE 4, 2024

Build an umbrella for Development and Operations In modern software engineering, the discipline of platform engineering delivers DevSecOps practices to developers to bridge the gaps between development, security, and operations and enhance the developer experience. However, other data formats, like logs, can also be employed.

Metrics 297

Metrics Engineering Code Tuning 297

O'Reilly

OCTOBER 19, 2021

As with many burgeoning fields and disciplines, we don’t yet have a shared canonical infrastructure stack or best practices for developing and deploying data-intensive applications. Why: Data Makes It Different. All ML projects are software projects. The new category is often called MLOps.

DevOps 145

DevOps Software Engineering Open Source Infrastructure 145

The Morning Paper

JULY 7, 2019

Software engineering for machine learning: a case study Amershi et al., More specifically, we’ll be looking at the results of an internal study with over 500 participants designed to figure out how product development and software engineering is changing at Microsoft with the rise of AI and ML. ICSE’19.

Software Engineering 92

Software Engineering Engineering Software Software 92

Dynatrace

NOVEMBER 6, 2023

Cloud complexity and data proliferation are two of the most significant challenges that IT teams are facing today. Computing environments are scaling to new heights, resulting in more data that makes pinpointing root causes and vulnerabilities even more challenging. Why is developer observability important for engineers?

Development 290

Development DevOps Programming Cloud 290

Dynatrace

AUGUST 3, 2022

In today’s complex, data-driven world, many security vulnerabilities and attacks can jeopardize an organization’s data. To ensure the safety of their customers, employees, and business data, organizations must have a strategy to protect against zero-day vulnerabilities. Application logs are a good data source for this method.

Java 261

Java Traffic Benchmarking Strategy 261

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. Here is a shortlist to get you started.

Performance 314

Performance Education Innovation Software Architecture 314

Dynatrace

NOVEMBER 7, 2023

Platform engineering is on the rise. According to leading analyst firm Gartner, “80% of software engineering organizations will establish platform teams as internal providers of reusable services, components, and tools for application delivery…” by 2026. Monitoring-as-code can also be configured in GitOps fashion.

Engineering 306

Engineering DevOps Best Practices Infrastructure 306

O'Reilly

JANUARY 21, 2025

These workflows are then implemented as traditional software, which can be tested, versioned, and maintained. This approach is well understood in software engineering and contrasts sharply with building agents that rely on runtime decisionsan inherently less reliable and harder-to-maintain model. Are they still in transit?

Software Engineering 117

Software Engineering Efficiency Engineering Systems 117

Dynatrace

MARCH 6, 2024

As a result, teams can focus on writing code and building features rather than dealing with infrastructure nuances. They shouldn’t worry about the platform; they should just start writing code.” The Dynatrace Operator automatically ingests all observability data from OpenTelemetry and Prometheus.

Engineering 264

Engineering Development DevOps Infrastructure 264

The Netflix TechBlog

JUNE 1, 2021

Data Engineers of Netflix?—?Interview Interview with Samuel Setegne Samuel Setegne This post is part of our “Data Engineers of Netflix” interview series, where our very own data engineers talk about their journeys to Data Engineering @ Netflix. For example?—?clinical

Data Engineering 130

Data Engineering Engineering Big Data Healthcare 130

Dynatrace

DECEMBER 5, 2022

By helping teams release new software more frequently, DevOps practices are an essential component of digital transformation. Yet, ensuring code quality and breaking down silos are some of the many challenges that come with DevOps methodologies. Automation versus orchestration. Get started with DevOps orchestration.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

The Netflix TechBlog

DECEMBER 3, 2019

Netflix applies data science to hundreds of use cases across the company, including optimizing content delivery and video encoding. Data scientists at Netflix relish our culture that empowers them to work autonomously and use their judgment to solve problems independently. How could we improve the quality of life for data scientists?

Open Source 135

Open Source AWS Infrastructure Energy 135

Dynatrace

NOVEMBER 17, 2020

We sat together with Armin Ruech and Daniel Dyla, software engineers at Dynatrace and leaders within the OpenTelemetry community, to hear about their involvement with the second most active CNCF project. My name is Armin Ruech, I’m a Software Engineer at Dynatrace and I started as a software developer around 3.5

Open Source 207

Open Source Software Engineering Government Java 207

Dynatrace

NOVEMBER 22, 2021

These resources generate vast amounts of data in various locations, including containers, which can be virtual and ephemeral, thus more difficult to monitor. Lambda is Amazon’s event-driven, functions-as-a-service (FaaS) compute service that runs code when triggered for application and back-end services. And why it matters.

Best Practices 246

Best Practices AWS Monitoring Serverless 246

Dynatrace

AUGUST 21, 2023

OpenTelemetry provides a standard way to instrument and collect telemetry data so you can get normalized data from different monitoring solutions. This uniform approach to collecting data helps you make sense of these different viewpoints so you can tell just what happened and what to do about it.

Open Source 246

Open Source Analytics Lambda Metrics 246

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 242

Open Source Cloud Games Java 242

Dynatrace

FEBRUARY 12, 2024

Observability-driven development Yarden Laifenfeld, senior software engineer at Dynatrace, presented the first use case for the software development lifecycle (SDLC): observability-driven development, which is the process of integrating observability and security before the first line of code is even written.

Engineering 246

Engineering Development Infrastructure Cloud 246

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 246

Best Practices DevOps Latency Metrics 246

DZone

MARCH 13, 2024

As software engineers, we are always striving for high performance and efficiency in our code. Whether it’s optimizing algorithms or fine-tuning data structures, every decision we make can have a significant impact on the overall performance of our applications.

Benchmarking 147

Benchmarking Tuning Performance Open Source 147

Dynatrace

JANUARY 19, 2021

This gives you seamless end-to-end distributed tracing for AWS Lambda functions without touching any code through auto-instrumentation, thereby helping you to better understand potential issues that may impact your end users’ experience. – Robert Trueman, Head of Software Engineering at CDL. high-fidelity data,?which

Lambda 264

Lambda Serverless AWS Mobile 264

Dynatrace

JANUARY 18, 2023

However, getting reliable answers from observability data so teams can automate more processes to ensure speed, quality, and reliability can be challenging. According to recent Dynatrace research , organizations expect to make software updates 58% more frequently in the coming year. What is DevOps?

DevOps 246

DevOps Best Practices Innovation Strategy 246

The Netflix TechBlog

OCTOBER 27, 2021

The Metaflow GUI allows data scientists to monitor their workflows in real-time, track experiments, and see detailed logs and results for every executed task. link] Metaflow is a full-stack framework for data science that we started developing at Netflix over four years ago and which we open-sourced in 2019.

Open Source 230

Open Source Monitoring Scalability Code 230

The Netflix TechBlog

JUNE 6, 2022

This approach has also allowed us to build strong relationships with central engineering teams at Netflix (Data Platform, Developer Tools, Cloud Infrastructure, IAM Product Engineering) that will continue to serve as central points of leverage for security in the long term.

Software Engineering 176

Software Engineering Scalability Education Engineering 176

The Netflix TechBlog

FEBRUARY 1, 2022

By Karen Casella, Director of Engineering, Access & Identity Management Have you ever experienced one of the following scenarios while looking for your next role? You study and practice coding interview problems for hours/days/weeks/months, only to be asked to merge two sorted lists. This is a conversation, not an inquisition!

Engineering 208

Engineering Games Entertainment Innovation 208

DZone

MAY 15, 2020

Now that you’ve deployed your code, it’s time to monitor it, collect data, and analyze your metrics. The first step to gather this type of data is application monitoring. Once you have data though, it’s important to analyze it correctly. You’ve just released your new app into the wild, live in production. If so, where?

Metrics 246

Metrics Performance Development Monitoring 246

The Netflix TechBlog

MAY 30, 2019

Our very first mobile app is called Prodicle and was built for Android & iOS using the same reactive architecture in both platforms, which allowed us to build 2 apps from scratch in 3 months with 4 software engineers. It was extremely important to the team that we did not completely change the way our engineers write Android code.

Architecture 156

Architecture Mobile Testing Code 156

The Netflix TechBlog

NOVEMBER 20, 2023

by Jun He , Yingyi Zhang , and Pawan Dixit Incremental processing is an approach to process new or changed data in workflows. The key advantage is that it only incrementally processes data that are newly added or updated to a dataset, instead of re-processing the complete dataset.

Processing 219

Processing Big Data Efficiency Engineering 219

High Scalability

JANUARY 8, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data. Scalyr is a lightning-fast log management and operational data platform.

Java 137

Java Metrics Software Engineering DevOps 137

The Netflix TechBlog

APRIL 26, 2022

ML algorithms can be only as good as the data that we provide to it. This post will focus on the large volume of high-quality data stored in Axion?—?our Figure 1: Netflix ML Architecture Fact: A fact is data about our members or videos. An example of data about members is the video they had watched or added to their My List.

Storage 195

Storage Design Scalability Latency 195

High Scalability

APRIL 16, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Watch a demo and learn how Etleap can save you on engineering hours and decrease your time to value for your Amazon Redshift analytics projects. Who's Hiring? Apply here.

Analytics 26

Analytics Java Metrics Software Engineering 26

The Netflix TechBlog

FEBRUARY 9, 2021

Upstream systems had to reopen the tokens to identify the user logging in and potentially manage multiple parallel identity data structures, which could easily get out of sync. There were no checks in place to ensure the integrity of the tokens or the data contained therein. We are serving over 2.5

Architecture 228

Architecture Latency Servers Website 228

High Scalability

APRIL 10, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Watch a demo and learn how Etleap can save you on engineering hours and decrease your time to value for your Amazon Redshift analytics projects. Who's Hiring? Apply here.

Analytics 26

Analytics Java Metrics Software Engineering 26

High Scalability

JUNE 19, 2018

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data. Scalyr is a lightning-fast log management and operational data platform.

Metrics 125

Metrics Software Engineering Engineering Infrastructure 125

Dynatrace

AUGUST 9, 2019

Commit Cycle Time refers to the average time for a code or configuration change until it’s deployed into production and accessible to users. Microservices are often the best approach to breaking down software. The code is smaller, and every software engineer makes production changes on an ongoing basis.

Speed 147

Speed Innovation DevOps Cloud 147

High Scalability

DECEMBER 11, 2018

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data. Scalyr is a lightning-fast log management and operational data platform.

Java 125

Java Metrics Software Engineering DevOps 125

High Scalability

MAY 14, 2019

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. Watch a demo and learn how Etleap can save you on engineering hours and decrease your time to value for your Amazon Redshift analytics projects. Who's Hiring? Apply here.

Analytics 24

Analytics Java Metrics Software Engineering 24

High Scalability

DECEMBER 4, 2018

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. InMemory.Net provides a Dot Net native in memory database for analysing large amounts of data. Scalyr is a lightning-fast log management and operational data platform.

Java 120

Java Metrics Software Engineering DevOps 120