Sustainability: Thoughts from a software engineer
Dynatrace
MARCH 17, 2025
Collect metrics on energy consumption or derive them from existing signals. The post Sustainability: Thoughts from a software engineer appeared first on Dynatrace news.
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Dynatrace
MARCH 17, 2025
Collect metrics on energy consumption or derive them from existing signals. The post Sustainability: Thoughts from a software engineer appeared first on Dynatrace news.
DZone
FEBRUARY 20, 2023
In software engineering, we've learned that building robust and stable applications has a direct correlation with overall organization performance. The data community is striving to incorporate the core concepts of engineering rigor found in software communities but still has further to go. Posted with permission.
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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?
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.
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.
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.
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.
Dynatrace
MAY 23, 2024
Stream processing One approach to such a challenging scenario is stream processing, a computing paradigm and software architectural style for data-intensive software systems that emerged to cope with requirements for near real-time processing of massive amounts of data. Recovery time of the throughput metric.
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.
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.
Dynatrace
NOVEMBER 3, 2023
The practice of platform engineering has evolved alongside the increasing complexity of cloud environments. Platform engineering is a practice that outlines how development teams build internal platforms to create self-service capabilities for software engineering teams.
The Netflix TechBlog
NOVEMBER 9, 2021
Having a suite of tools that can provide summarized metrics for these streaming sessions is critical to the success of Netflix AV1 streaming. The Data Science and Engineering team built a number of dashboards for AV1 streaming, covering a wide range of metrics from streaming quality of experience (“QoE”) to device performance.
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.
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.
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.
Dynatrace
MARCH 6, 2024
During a breakout session at the Dynatrace Perform 2024 conference, Dynatrace DevSecOps activist Andreas Grabner and staff engineer Adam Gardner demonstrated how to use observability to monitor an IDP for key performance indicators (KPIs). Furthermore, OneAgent observes and gathers all remaining workload logs, metrics, traces, and events.
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. But the transition to SRE maturity is not always easy. Service-level objectives (SLOs).
Dynatrace
NOVEMBER 6, 2023
In a recent webinar , Dynatrace DevOps activist Andi Grabner and senior software engineer Yarden Laifenfeld explored developer observability. When an incident occurs, developers need to know what data to look at, where the incident occurred, and other relevant metrics. “Then, I add a breakpoint.
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. Open source logs and metrics take precedence in the monitoring process.
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?
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.
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. – Robert Trueman, Head of Software Engineering at CDL. trace information along with AWS CloudWatch metrics. at all times?
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.
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.
Dynatrace
NOVEMBER 14, 2023
To overcome this hurdle, the panelists recommended that engineers communicate the value of SRE to higher-level executives through business data. These small wins, such as implementing a blameless root cause analysis process, can take many forms and don’t necessarily involve numerical metrics.
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. Dynatrace Grail unifies data from logs, metrics, traces, and events within a real-time model.
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.
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.
Dynatrace
JANUARY 18, 2023
Site reliability engineering (SRE) is a software operations methodology that enables organizations to create highly reliable and scalable applications. SRE applies software engineering principles to operations and infrastructure processes. 9 key DevOps metrics for success – blog. Congratulations!
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.
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.
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.
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. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.
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. When releasing into production, Gardner said it’s important to think beyond performance metrics.
The Netflix TechBlog
SEPTEMBER 13, 2021
Also, with fewer exceptions and clearer criteria for apps that should adopt this paved road, our AppSec Engineering and User Focused Security Engineering (UFSE) teams could automate security guidance to give more appropriate automated nudges for adoption. of recommended apps have chosen to adopt it.
The Netflix TechBlog
NOVEMBER 22, 2019
In this session, we discuss the technologies used to run a global streaming company, growing at scale, billions of metrics, benefits of chaos in production, and how culture affects your velocity and uptime. Wednesday?—?December This session looks at what it takes to accept, produce, encode, and stream your favorite content.
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. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.
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?
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. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.
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 billing).
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. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.
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. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.
O'Reilly
MARCH 25, 2025
Were also betting that this will be a time of software development flourishing. With the advent of generative AI, therell be significant opportunities for product managers, designers, executives, and more traditional software engineers to contribute to and build AI-powered software. How do we do so?
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. Get visibility into your production issues without juggling multiple tabs and different services -- all of your logs, server metrics and alerts are in your browser and at your fingertips.
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