Strategic Tech

JANUARY 22, 2024

Architecture modernization initiatives are strategic efforts involving many teams, usually for many months or years. An AMET is an architecture Enabling Team that helps to coordinate and upskill all teams and stakeholders involved in a modernization initiative. They need a more loosely coupled architecture and empowered teams.

Architecture 98

Architecture Metrics Logistics Strategy 98

Strategic Tech

JULY 21, 2020

Most organisations go through an architecture modernisation effort at some point as their systems drift into a state of intolerable maintenance costs and they diverge too far from modern technological advances. What architecture will be optimal for enabling that business vision? How are we going to deliver the new architecture?

Architecture 98

Architecture Design Software Architecture Strategy 98

Dynatrace

NOVEMBER 14, 2023

Golden Paths for rapid product development Modern software development aims to streamline development and delivery processes to ensure fast releases to the market without violating quality and security standards. To bring these practices to life within an organization at scale, the discipline of platform engineering has gained popularity.

Government 193

Government Best Practices DevOps Engineering 193

DZone

NOVEMBER 9, 2021

It’s like working with the code without writing it.nnUnfortunately, I know multiple very senior engineers who really like to go with “fire, aim, ready” approach. "}">I have interviewed many engineers and managers lately, and one of the standard questions I ask is how to build high-quality software.

Software 245

Software Software Code Energy 245

O'Reilly Software

JANUARY 12, 2018

2018 marks the fourth year of O’Reilly’s Software Architecture Conference , a software engineering event focused on providing hands-on training experiences for technologists at all levels of an organization—from experienced developers up through CTOs. Building evolutionary software architecture.

Technology 75

Technology Technology Engineering Software Architecture 75

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 241

Performance Education Innovation Software Architecture 241

Strategic Tech

NOVEMBER 1, 2021

The 2010s were a turning-point in the history of software engineering. While MVPs have been mainstream for a long time, the concept of Value Streams and Value Stream Architecture is still in the early adopter phase in the DevOps world. High levels of WIP in a team are an indication that cognitive load is too high?

Software Architecture 98

Software Architecture Architecture DevOps Software 98

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.” Understand and optimize your architecture. Dynatrace news. Optimize timing hotspots.

Serverless 236

Serverless Azure Monitoring Lambda 236

O'Reilly

FEBRUARY 18, 2020

This year’s growth in Python usage was buoyed by its increasing popularity among data scientists and machine learning (ML) and artificial intelligence (AI) engineers. Software architecture, infrastructure, and operations are each changing rapidly. Python libraries are no less useful for manipulating or engineering data, too.).

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

Strategic Tech

FEBRUARY 19, 2020

I’ve been disappointed for a long time with the way in which companies organise software development teams. I remember as a young, naive software developer, I assumed there would be structured processes and patterns similar to those used for designing a software architecture. A clear warning sign.

Architecture 64

Architecture Strategy Design Software Architecture 64

Adrian Cockcroft

JANUARY 17, 2022

photo taken by Adrian Cockcroft A year ago I did a talk at re:Invent called Architecture Trends and Topics for 2021 , so I thought it was worth seeing how they played out and updating them for the coming year. There were five trends and topics for 2021, Serverless First, Chaos Engineering, Wardley Mapping, Huge Hardware, Sustainability.

Serverless 98

Serverless Hardware AWS Architecture 98

Dynatrace

DECEMBER 16, 2019

A taste of what’s to come at Perform 2020’s “Release Better Software Faster” track – we highlighted what you can expect to learn about best practices for sessions 1 – 4 at Perform 2020. Increase quality and agility with load & performance engineering as a self-service. Dynatrace news. Join us in Las Vegas at Perform 2020!

DevOps 103

DevOps Software Software Best Practices 103

O'Reilly Software

OCTOBER 23, 2018

I should start by saying this section does not offer a treatise on how to do architecture. Likewise, the term "architect" didn't enter popular usage to describe a role in the software field until the late 1990s. Vitruvius and the principles of architecture. Architecture begins when someone has a nontrivial problem to be solved.

Strategy 100

Strategy Architecture Technology Technology 100

Uber Engineering

NOVEMBER 20, 2018

Uber’s software architectures consists of thousands of microservices that empower teams to iterate quickly and support our company’s global growth.

Software Architecture 107

Software Architecture Architecture Mobile Infrastructure 107

Abhishek Tiwari

JULY 20, 2019

When it comes to organising engineering teams, a popular view has been to organise your teams based on either Spotify's agile model (i.e. One thing stand-out to me is being intentional and practical about your engineering organisation design. squads, chapters, tribes, and guilds) or simply follow Amazon's two-pizza team model.

Engineering 61

Engineering Retail Airlines Healthcare 61

Dynatrace

AUGUST 12, 2020

As companies strive to innovate and deliver faster, modern software architecture is evolving at near the speed of light. It allows for the breaking up of heavy monolithic architectures into multiple serverless “functions.” Understand and optimize your architecture. Dynatrace news. Optimize timing hotspots.

Serverless 141

Serverless Azure Monitoring Lambda 141

Strategic Tech

OCTOBER 13, 2021

If I can capture key information earlier, that gives me a good understanding of key elements of the business’s architecture, we can get to valuable conversations sooner. The Size column indicates the approximate number of engineers working in the team or group. The product taxonomy definitions by Ross Clanton et al.

Architecture 52

Architecture Innovation Strategy Website 52

Strategic Tech

APRIL 11, 2021

The microservices era has been good for software architecture. A domain service builds on the basic definition of a microservice: it’s a loosely-coupled, independently deployable element of software architecture which is owned by a single team. Domains are part of the logical architecture of a business.

Software Architecture 52

Software Architecture Architecture Design Games 52

Dynatrace

APRIL 8, 2022

Detailed performance analysis for better software architecture and resource allocation. For example, you can count specific error or alert events and chart them, create Service Level Indicators for SLO tracking, or feed the events back to the Dynatrace Davis AI-engine for refined root-cause analysis.

Metrics 179

Metrics Analytics Software Architecture Open Source 179

O'Reilly Software

DECEMBER 4, 2018

Several years ago, many companies experimented with microservices but had doubts about the operational complexity and engineering maturity required to achieve success. The O'Reilly Software Architecture Conference tracks microservices, and we periodically check in with practitioners to see how it’s being implemented in the real world.

Software Architecture 95

Software Architecture Best Practices Architecture Engineering 95

ScaleOut Software

NOVEMBER 24, 2020

However, telematics architectures face challenges in responding to telemetry in real time. Current Telematics Architecture. This telematics architecture has evolved to handle ever increasing message rates (often reaching 2K messages per second), make up-to-the-minute information available to dispatchers, and feed offline analytics.

Analytics 52

Analytics Architecture Scalability Software Architecture 52

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. They know that feature engineering is critical for many models, so they want to stay in control of model inputs and feature engineering logic. Instead, we heard stories about projects where getting the first version to production took surprisingly long?—?mainly

Open Source 232

Open Source AWS Infrastructure Energy 232

Dynatrace

APRIL 8, 2022

Detailed performance analysis for better software architecture and resource allocation. For example, you can count specific error or alert events and chart them, create Service Level Indicators for SLO tracking, or feed the events back to the Dynatrace Davis AI-engine for refined root-cause analysis.

Metrics 130

Metrics Analytics Software Architecture Open Source 130

O'Reilly

MAY 19, 2020

. • More than one-third have adopted site reliability engineering (SRE); slightly less have developed production AI services. Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). Almost one-quarter (23%) of respondents work in the software industry ( Figure 3 ).

Cloud 141

Cloud Serverless AWS Architecture 141

O'Reilly

NOVEMBER 12, 2019

For the inaugural O’Reilly survey on serverless architecture adoption, we were pleasantly surprised at the high level of response: more than 1,500 respondents from a wide range of locations, companies, and industries participated. As noted earlier, the majority of survey respondents are software engineers.

Serverless 88

Serverless Architecture FinTech Infrastructure 88

The Netflix TechBlog

JULY 12, 2019

By Drew Koszewnik This is the story about how the Content Setup Engineering team used Hollow, a Netflix OSS technology, to re-architect and simplify an essential component in our content pipeline?—?delivering A reduction in the time the Content Setup Engineering team spends on performance-related issues.

Cache 183

Cache Architecture Latency Engineering 183

Strategic Tech

SEPTEMBER 18, 2021

In companies with many teams and many millions of lines of code, including a lot of legacy, there are endless things that can be improved in the product, software, and organization. It’s extremely frustrating as an engineer to work on something which is cancelled and to switch focus to something else.

Strategy 97

Strategy Technology Technology Design 97

O'Reilly

AUGUST 9, 2022

It’s easy to imagine a lot of software professionals saying, “Of course you’ll have to know C. A key principle behind much modern software development is minimizing the amount of code that has to change to fix bugs or add features. Is the craft of software architecture different from the craft of programming?

Programming 105

Programming Java C++ Design 105

The Netflix TechBlog

DECEMBER 3, 2019

mainly because of mundane reasons related to software engineering. They know that feature engineering is critical for many models, so they want to stay in control of model inputs and feature engineering logic. Instead, we heard stories about projects where getting the first version to production took surprisingly long?—?mainly

Open Source 134

Open Source AWS Infrastructure Energy 134

cdemi

DECEMBER 16, 2017

Nine and a half months after launch, in September 1999, the Mars Climate Orbiter was programmed to fire its main engine to achieve an elliptical orbit around Mars. Because of software error, the spacecraft encountered Mars at a lower than anticipated altitude and disintegrated due to atmospheric stresses. Tests are fundamental.

Software 73

Software Software Programming Software Engineering 73

Strategic Tech

MAY 3, 2021

Mapping out your business’s domain landscape has many benefits: knowledge sharing, generating product ideas, providing the foundation for software architecture, aligning on requirements, but a common challenge is… “where do we start?” business, software, teams), it’s discovery structure. A: It depends what you mean by wrong.

Software Architecture 52

Software Architecture Architecture Design Software 52

O'Reilly

FEBRUARY 2, 2020

And conversely, if you need software with that kind of accuracy (for example, a billing application), you shouldn’t be using AI. How do we test software whose behavior is fundamentally probabilistic? We hope you’ll join us at our upcoming events: O’Reilly Software Architecture Conference , New York, February 23-26.

Software Architecture 68

Software Architecture Monitoring Software Engineering Architecture 68

O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. Google was among the pioneers that created “web scale” architectures to analyze the massive data sets that resulted from “crawling” the web that gave birth to Apache Hadoop, MapReduce, and NoSQL databases. Back in the days of Web 1.0,

Architecture 80

Architecture Scalability Google Operating System 80

O'Reilly

OCTOBER 31, 2019

The language, practices, and tools of cloud native architecture are prominent in Velocity Berlin proposals. Architects, engineers, and developers are using new tools, metrics, and even new concepts, to observe, manage, and optimize performance. Site reliability engineering (SRE) is growing. 2), cloud native is coming on strong.

Artificial Intelligence 53

Artificial Intelligence Google Software Architecture Cloud 53

Strategic Tech

FEBRUARY 16, 2022

Engineering for Speed and Reliability It shouldn’t be treated as a law that teams will clash when there is a dependency between their products, even if there is a big difference in mindset. A good engineering organization moves at speed with high reliability. It doesn’t need to be a choice of one over the other.

Innovation 52

Innovation Speed Google Strategy 52

The Agile Manager

SEPTEMBER 30, 2020

Coca-Cola engineered a replacement product that consumers rated superior to both the classic Coke product and Pepsi. They engineered a superior product. Remember when client/server software companies like Adobe and SAP transitioned to cloud? In 1987, IBM introduced a new product, the Personal System/2.

Hardware 52

Hardware Social Media Media Strategy 52

Strategic Tech

JUNE 28, 2022

Teams need to be able to build and deploy software very easily. Avoid Big Reorgs When changing fundamental aspects of engineering and product culture, it takes time and iteration to establish them in the unique environment of every organization. Likewise, the same mindset needs to be applied to infrastructure.

Processing 52

Processing Architecture Strategy Infrastructure 52