Engineering, Software Architecture and Software Engineering

Why applying chaos engineering to data-intensive applications matters

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 latency p90.

Engineering

Engineering Tuning Latency Open Source

Nurturing Design in Your Software Engineering Culture

Strategic Tech

MARCH 16, 2021

There are a few qualities that differentiate average from high performing software engineering organisations. I believe that attitude towards the design of code and architecture is one of them. In Accelerate , Nicole Forsgren shows a link between well-designed, loosely-coupled architecture and more frequent software delivery.

Software Engineering

Software Engineering Design Engineering Software

Engineering well-rounded technology leaders

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

Technology Technology Engineering Software Architecture

10 talks to look for at the 2018 O'Reilly Software Architecture Conference in London

O'Reilly Software

SEPTEMBER 7, 2018

From chaos architecture to event streaming to leading teams, the O'Reilly Software Architecture Conference offers a unique depth and breadth of content. We received more than 200 abstracts for talks for the 2018 O'Reilly Software Architecture Conference in London—on both expected and surprising topics.

Software Architecture

Software Architecture Architecture Software Software

Up your quality and agility factor – using automation to build “performance-as-a-self-service”

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

Performance Education Innovation Software Architecture

O’Reilly serverless survey 2019: Concerns, what works, and what to expect

O'Reilly

NOVEMBER 12, 2019

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. As noted earlier, the majority of survey respondents are software engineers. Concluding thoughts.

Serverless

Serverless Architecture FinTech Infrastructure

AI meets operations

O'Reilly

FEBRUARY 2, 2020

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. O’Reilly Strata Data & AI Conference , San Jose, March 15-18.

Software Architecture

Software Architecture Monitoring Software Engineering Architecture

Analyzing Software Failure on the NASA Mars Climate Orbiter

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. The total cost of this mission was $327.6 On September 23, 1999 at 09:00:46 UTC, the space probe began this planned orbital manoeuvre. Tests are fundamental.

Software

Software Software Programming Software Engineering

Organise your engineering teams around the work by reteaming

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

Engineering Retail Airlines Healthcare

MLOps and DevOps: Why Data Makes It Different

O'Reilly

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. Software Architecture. This approach is not novel.

DevOps

DevOps Software Engineering Infrastructure Open Source

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

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

Open Source AWS Infrastructure Energy

From Domains to Value Streams

Strategic Tech

NOVEMBER 1, 2021

The 2010s were a turning-point in the history of software engineering. or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. Looking Ahead… Momentum is clearly building around the concept of value streams and the discipline of Value Stream Architecture.

Software Architecture

Software Architecture Architecture DevOps Software

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

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

Open Source AWS Infrastructure Energy

Forming an Architecture Modernization Enabling Team (AMET)

Strategic Tech

JANUARY 22, 2024

They need a more loosely coupled architecture and empowered teams. The Warehousing Modernization Enabling Team (an AMET) has been established to guide modernization in the Warehousing domain, which consists of 100+ software engineers and a monolithic codebase.

Architecture

Architecture Metrics Logistics Strategy

Visualising Sociotechnical Architecture with DDD and Team Topologies

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

Architecture Strategy Design Software Architecture

Re-Architecting the Video Gatekeeper

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

Cache Architecture Latency Engineering

Cloud Adoption in 2020

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 ). Presence of a Site Reliability Engineering (SRE) team within respondents’ organizations.

Cloud

Cloud Serverless AWS Architecture

A Clash of Mindsets: When New Products Depend on Existing Products

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

Innovation Speed Google Strategy

The ‘Chocolate Sauce’ Design Heuristic

Strategic Tech

AUGUST 26, 2018

The ‘Chocolate Sauce’ Design Heuristic was originally published in Nick Tune’s Tech Strategy Blog on Medium, where people are continuing the conversation by highlighting and responding to this story.

Design

Design Software Architecture Architecture Software

Uncovering Hidden Business Rules with DDD Aggregates

Strategic Tech

DECEMBER 12, 2019

If you’d like to go through the whole process of modelling domains, shaping the software architecture, and finding aggregates, join my 2 day workshop at DDD EU in February 2020. Hope to see you there.

Healthcare

Healthcare Software Architecture Database Software

Technology Performance Pulse

Why applying chaos engineering to data-intensive applications matters

Nurturing Design in Your Software Engineering Culture

Trending Sources

Engineering well-rounded technology leaders

10 talks to look for at the 2018 O'Reilly Software Architecture Conference in London

Up your quality and agility factor – using automation to build “performance-as-a-self-service”

O’Reilly serverless survey 2019: Concerns, what works, and what to expect

AI meets operations

Analyzing Software Failure on the NASA Mars Climate Orbiter

Organise your engineering teams around the work by reteaming

MLOps and DevOps: Why Data Makes It Different

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

From Domains to Value Streams

Open-Sourcing Metaflow, a Human-Centric Framework for Data Science

Forming an Architecture Modernization Enabling Team (AMET)

Visualising Sociotechnical Architecture with DDD and Team Topologies

Re-Architecting the Video Gatekeeper

Cloud Adoption in 2020

A Clash of Mindsets: When New Products Depend on Existing Products

The ‘Chocolate Sauce’ Design Heuristic

Uncovering Hidden Business Rules with DDD Aggregates

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