Dynatrace

MAY 23, 2022

Traditional monolithic architectures are built around the concept of large applications that are self-contained, independent, and incorporate myriad capabilities. As developers move to microservice-centric designs, components are broken into independent services to be developed, deployed, and maintained separately. Microservices cons.

Architecture 197

Architecture DevOps Monitoring Programming 197

O'Reilly

SEPTEMBER 12, 2023

That statement nicely summarizes what makes software development difficult. It’s not just memorizing the syntactic details of some programming language, or the many functions in some API, but understanding and managing the complexity of the problem you’re trying to solve. We’ve all seen this many times.

Software 124

Software Software Development Programming 124

The Netflix TechBlog

MAY 19, 2023

To do so Netflix’s design required: An event based mechanism that could ingest information about application autoscaling groups. What was problematic about this design? Their attributes are used to scope permissions to varying degrees. A cleanup process to prune stale relationships from the database.

Cache 255

Cache Google Open Source Systems 255

Scalegrid

JUNE 28, 2024

It offers benefits like increased reliability, efficient resource utilization, decoupling of components, and support for multiple programming languages. RabbitMQ allows consumer programs to wait and receive messages from producers, ensuring efficient message delivery and processing.

IoT 130

IoT Healthcare Programming Open Source 130

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. Both valuing design and striving for continuous delivery are necessary. So we need to make it part of everything we do.

Software Engineering 80

Software Engineering Design Engineering Software 80

Scalegrid

JUNE 7, 2024

In this article, we will explore what RabbitMQ is, its mechanisms to facilitate message queueing, its role within software architectures, and the tangible benefits it delivers in real-world scenarios. Queues designated as durable maintain their configuration and stored messages even after the broker restarts.

IoT 130

IoT Software Architecture Architecture Scalability 130

All Things Distributed

NOVEMBER 15, 2010

We believe that making these GPU resources available for everyone to use at low cost will drive new innovation in the application of highly parallel programming models. These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. General Purpose GPU programming.

AWS 125

AWS Programming Latency Architecture 125

O'Reilly

OCTOBER 19, 2021

Let’s start by considering the job of a non-ML software engineer: writing traditional software deals with well-defined, narrowly-scoped inputs, which the engineer can exhaustively and cleanly model in the code. In effect, the engineer designs and builds the world wherein the software operates. Software Architecture.

DevOps 139

DevOps Software Engineering Infrastructure Open Source 139

O'Reilly

AUGUST 9, 2022

Designing the prompts to get DALL-E to do something extraordinary requires a new kind of technique that’s very different from understanding pigments and brushes. GitHub Copilot (based on a model named Codex , which is derived from GPT-3) generates code in a number of programming languages, based on comments that the user writes.

Programming 106

Programming Java C++ Design 106

ScaleOut Software

JUNE 29, 2018

While the model alone does not provide specific APIs for predictive analytics or machine learning, its architecture provides an organizational structure for hosting application-specific algorithms so that they have immediate access to the context they need for deep introspection. This is the case with digital twins.

Software Architecture 40

Software Architecture Architecture Software Software 40

ScaleOut Software

JUNE 29, 2018

While the model alone does not provide specific APIs for predictive analytics or machine learning, its architecture provides an organizational structure for hosting application-specific algorithms so that they have immediate access to the context they need for deep introspection. This is the case with digital twins.

Software Architecture 40

Software Architecture Architecture Software Software 40

O'Reilly

MARCH 2, 2020

Fetishizing pair programming. If you were involved with professional programming in the 80s and 90s, you may remember how radical it was (and, in many shops, still is) to put software developers in touch with users and customers. This has to do with the concept of bounded context from Domain Driven Design.). Neckbeards?

Artificial Intelligence 21

Artificial Intelligence Software Architecture Programming C++ 21

Software Architecture

APRIL 8, 2018

Null Safety One of the most common pitfalls of many programming languages including Java, is that accessing a null reference would result in a null reference exception. A Day with Kotlin was originally published in Software Architecture on Medium, where people are continuing the conversation by highlighting and responding to this story.

Java 100

Java Lambda Software Architecture Programming 100

Sutter's Mill

OCTOBER 22, 2010

Elements of Design. At C++ and Beyond next week (and in December) I’ll also be giving a brand-new half-day talk on Elements of Design. Although those areas are pretty diverse, they also have a lot of commonalities, and the insights and learnings apply directly to mainstream classes-and-libraries production software design.

Design 40

Design Lambda C++ Software Architecture 40

O'Reilly

NOVEMBER 26, 2024

Assessment is a necessity, and it’s something corporations take very seriously, at least for in-house training programs. Those courses include topics like design thinking, communication, entrepreneurship, and project management, in addition to courses on Microsoft Word and Excel. The Pearson correlation is 0.8, Why is that?

Education 80

Education Azure AWS Java 80

Strategic Tech

FEBRUARY 19, 2020

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. I crave structure and analytical thinking patterns to design optimal solutions. There are too many variables involved.

Architecture 64

Architecture Strategy Design Software Architecture 64

Strategic Tech

SEPTEMBER 30, 2020

We should be able to click a few buttons and get 100% accurate visualisations of the domain model, business processes, and architecture. A self-documenting architecture would reduce the learning curve. It would accentuate poor design choices and help us to make better ones.

Architecture 75

Architecture Design Programming Software 75

O'Reilly

OCTOBER 31, 2023

That’s no doubt true; prior to its release as an open source project, Kubernetes was Google’s Borg, the almost legendary software that ran their core applications. Kubernetes was designed for Google-scale deployments; but very few organizations need that. We’ve long thought that a simpler alternative to Kubernetes would arrive.

Open Source 82

Open Source Google Software Architecture Technology 82

ScaleOut Software

AUGUST 18, 2018

What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms. The digital twin model is worth a close look when designing the next generation of IoT applications.

IoT 45

IoT Ecommerce Latency Analytics 45

ScaleOut Software

AUGUST 18, 2018

What is required is a software architecture that enables seamless migration without requiring application code to be reimplemented for execution on edge-based platforms. The digital twin model is worth a close look when designing the next generation of IoT applications.

IoT 40

IoT Ecommerce Latency Analytics 40

Abhishek Tiwari

JULY 20, 2019

One thing stand-out to me is being intentional and practical about your engineering organisation design. First and foremost, being intentional about organisation design requires good and honest discussions about all possible option. In this model, software architecture and code ownership is a reflection of the organisational model.

Engineering 61

Engineering Retail Airlines Healthcare 61

Strategic Tech

APRIL 27, 2020

The techniques we use for visual, collaborative domain modelling are designed for in-person events, where everybody is in the same physical space. We will be running a remote-optimised domain-driven design workshop on 15–16th June where we will use some of the techniques discussed in this post and many others, like the bounded context canvas.

Innovation 52

Innovation Design Architecture Software Architecture 52