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

DZone

MAY 15, 2020

Now that you’ve deployed your code, it’s time to monitor it, collect data, and analyze your metrics. You’ve just released your new app into the wild, live in production. Your job is done, right? Without application performance monitoring in place, you can’t accurately determine how well things are going. Are people using your app?

Metrics 246

Metrics Performance Development Monitoring 246

Strategic Tech

MARCH 26, 2019

Software development is not an established discipline where there is a clear technique used to solve any given problem. In fact, there are near infinite ways to solve every software engineering challenging. The costs of entropy in software systems cannot be over-emphasised. This is natural, yet this is also a big problem.

Software Engineering 76

Software Engineering Engineering Software Software 76

Dynatrace

MAY 6, 2024

Problem remediation is too time-consuming According to the DevOps Automation Pulse Survey 2023 , on average, a software engineer takes nine hours to remediate a problem within a production application. With that, Software engineers, SREs, and DevOps can define a broad automation and remediation mapping.

DevOps 295

DevOps Software Engineering Games Java 295

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 244

Metrics Engineering Code Tuning 244

The Netflix TechBlog

NOVEMBER 9, 2021

The Client and UI Engineering team built a certification test with these streams to analyze both the device logs as well as the pictures rendered on the screen. The Performance Engineering team specializes in optimizing resource utilization at Netflix. Challenge 4: How do we continuously monitor AV1 streaming?

Media 246

Media Open Source Software Engineering Efficiency 246

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. Here is the definition of this model: ?. Try it today using Keptn .

Performance 253

Performance Education Innovation Software Architecture 253

Dynatrace

MAY 31, 2023

As a result, site reliability has emerged as a critical success metric for many organizations. Site reliability engineering (SRE) has recently become a critical discipline in recent years as the world has shifted in favor of web-based interactions. Mobile retail e-commerce spending in the U. Service-level objectives (SLOs).

Best Practices 233

Best Practices DevOps Latency Metrics 233

DZone

AUGUST 21, 2019

Software engineering productivity or velocity metrics have always been a very debated topic. When managers lean on using lines of code to measure their engineers’ velocity, you can understand why these same engineers have a problem with that as overly simplistic.

Metrics 100

Metrics Software Software Software Engineering 100

DZone

FEBRUARY 12, 2024

Observability is the ability to measure the state of a service or software system with the help of tools such as logs, metrics, and traces.

Efficiency 173

Efficiency Software Engineering Monitoring Metrics 173

Dynatrace

NOVEMBER 6, 2023

In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. Why is developer observability important for engineers? When an incident occurs, developers need to know what data to look at, where the incident occurred, and other relevant metrics.

Development 273

Development DevOps Programming Cloud 273

J. Paul Reed

MARCH 14, 2019

The 737Max and Why Software Engineers Might Want to Pay Attention As someone with a bit of a reputation for talking about aviation and software development and operations , I’ve been asked about the 737Max repeatedly over the past week. But that’s not what we’re here to ponder.

Software Engineering 75

Software Engineering Engineering Software Software 75

The Netflix TechBlog

NOVEMBER 29, 2023

Details pertaining to HDR-VMAF exceed the scope of this article and will be covered in a future blog post; for now, suffice it to say that the first version of HDR-VMAF landed internally in 2021 and we have been improving the metric ever since. The arrival of HDR-VMAF allowed us to create HDR streams with DO applied, i.e., HDR-DO encodes.

Open Source 262

Open Source Software Engineering Internet Internet 262

Dynatrace

NOVEMBER 22, 2021

Like general observability , AWS observability is the capacity to measure the current state of your AWS environment based on the data it generates, including its logs, metrics, and traces. And why it matters. As a result, various application performance and security problems can go unnoticed absent sufficient monitoring.

Best Practices 224

Best Practices AWS Monitoring Serverless 224

Dynatrace

JANUARY 19, 2021

A single pane of glass to view trace information along with AWS CloudWatch metrics. See your AWS serverless workloads in full context with customer experience and business outcome metrics. The Dynatrace AI engine, Davis,?automatically – Robert Trueman, Head of Software Engineering at CDL. entire stack,?including

Lambda 222

Lambda Serverless AWS Mobile 222

Dynatrace

APRIL 18, 2022

When it comes to site reliability engineering (SRE) initiatives adopting DevOps practices, developers and operations teams frequently find themselves at odds with one another. Bringing SLOs back into development also gives developers production-stage feedback on critical metrics that may later impact business SLOs. Dynatrace news.

Open Source 200

Open Source DevOps Cloud Metrics 200

Dynatrace

JANUARY 18, 2023

From site reliability engineering to service-level objectives and DevSecOps, these resources focus on how organizations are using these best practices to innovate at speed without sacrificing quality, reliability, or security. SRE applies software engineering principles to operations and infrastructure processes. – blog.

DevOps 211

DevOps Best Practices Innovation Strategy 211

The Netflix TechBlog

SEPTEMBER 13, 2021

Supporting developers through those checklists for edge cases, and then validating that each team’s choices resulted in an architecture with all the desired security properties, was similarly not scalable for our security engineers. Netflix engineers talk a lot about the concept of a “ Paved Road ”.

Internet 229

Internet Internet Cloud Traffic 229

The Netflix TechBlog

NOVEMBER 22, 2019

by Shefali Vyas Dalal AWS re:Invent is a couple weeks away and our engineers & leaders are thrilled to be in attendance yet again this year! Over the years, this platform took on support for both elastic online services and fully featured batch workloads supporting use cases across Netflix engineering.

AWS 38

AWS Entertainment Open Source Benchmarking 38

The Netflix TechBlog

MARCH 25, 2019

Building and Scaling Data Lineage at Netflix to Improve Data Infrastructure Reliability, and Efficiency By: Di Lin , Girish Lingappa , Jitender Aswani Imagine yourself in the role of a data-inspired decision maker staring at a metric on a dashboard about to make a critical business decision but pausing to ask a question?—?“Can

Infrastructure 226

Infrastructure Big Data Transportation Architecture 226

Dynatrace

APRIL 20, 2023

Causal AI—which brings AI-enabled actionable insights to IT operations—and a data lakehouse, such as Dynatrace Grail , can help break down silos among ITOps, DevSecOps, site reliability engineering, and business analytics teams. “It’s quite a big scale,” said an engineer at the financial services group.

Analytics 200

Analytics Infrastructure Storage Architecture 200

Dynatrace

NOVEMBER 17, 2020

With the arrival of this release candidate (RC), the community’s focus now shifts to providing tracing RC component releases, as well as producing a metrics specification RC. My name is Armin Ruech, I’m a Software Engineer at Dynatrace and I started as a software developer around 3.5 years ago.

Open Source 153

Open Source Software Engineering Government Java 153

Dynatrace

NOVEMBER 2, 2023

Moreover, it takes an average of nine hours for a software engineer to remediate a problem within a production application. DevOps automation is necessary to increase speed and efficiency in the software development pipeline. It also shares key practices that will greatly assist teams in driving their own automation.

DevOps 218

DevOps Benchmarking Azure Innovation 218

Dynatrace

JULY 5, 2023

Each time you create an SLO in Dynatrace, you will have four generated metrics. You can use the status metric as a reference for the global SLO. Global SLO service management in Dynatrace Building a global SLO service for a complex service can be as complex as you decide. Applying weights to an individual SLO can help to build it.

Mobile 193

Mobile Metrics Software Engineering Availability 193

DZone

MARCH 13, 2023

Site reliability engineering (SRE) is the practice of applying software engineering expertise to DevOps and operations problems. Service level indicators (SLIs) are the key measurements and metrics to determine the availability of a system.

Software Engineering 130

Software Engineering DevOps Google Engineering 130

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. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Who's Hiring?

Java 137

Java Metrics Software Engineering DevOps 137

DZone

FEBRUARY 27, 2021

As a Software Engineer, the mind is trained to seek optimizations in every aspect of development and ooze out every bit of available CPU Resource to deliver a performing application. This begins not only in designing the algorithm or coming out with efficient and robust architecture but right onto the choice of programming language.

Java 214

Java C++ Benchmarking Programming 214

Dynatrace

MAY 13, 2020

OneAgent gives you all the operational and business performance metrics you need, from the front end to the back end and everything in between—cloud instances, hosts, network health, processes, and services. But what if a particular metric is crucial for your monitoring needs and it isn’t there?

Infrastructure 136

Infrastructure Metrics Monitoring Software Engineering 136

Dynatrace

AUGUST 21, 2023

But, as Justin Scherer, senior software engineer from Northwestern Mutual found, OpenTelemetry by itself is not a panacea. How OpenTelemetry works Observability data is the stock-in-trade of OpenTelemetry: Logs, metrics, and traces. What is OpenTelemetry? It’s also being built into Kubernetes.” But one blind spot remained.

Open Source 209

Open Source Analytics Lambda Metrics 209

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

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. Datadog is a cloud-scale monitoring platform that combines infrastructure metrics, distributed traces, and logs all in one place. Who's Hiring? Apply here. Need excellent people?

Metrics 125

Metrics Software Engineering Engineering Infrastructure 125

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

DECEMBER 11, 2018

Triplebyte lets exceptional software engineers skip screening steps at hundreds of top tech companies like Apple, Dropbox, Mixpanel, and Instacart. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Who's Hiring?

Java 125

Java Metrics Software Engineering DevOps 125

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. For heads of IT/Engineering responsible for building an analytics infrastructure , Etleap is an ETL solution for creating perfect data pipelines from day one. Who's Hiring?

Java 120

Java Metrics Software Engineering DevOps 120

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

OCTOBER 30, 2018

Engineers will be tasked with building new products and features to solve business and ecommerce challenges as we're dealing with engaging problems at a massive scale and will create solutions that impact millions of people around the world. View and analyze all your logs and system metrics from multiple sources in one place.

Ecommerce 120

Ecommerce Java Metrics Software Engineering 120

High Scalability

OCTOBER 2, 2018

Engineers will be tasked with building new products and features to solve business and ecommerce challenges as we're dealing with engaging problems at a massive scale and will create solutions that impact millions of people around the world. View and analyze all your logs and system metrics from multiple sources in one place.

Ecommerce 120

Ecommerce Java Metrics Software Engineering 120