O'Reilly

FEBRUARY 18, 2020

Software architecture, infrastructure, and operations are each changing rapidly. The shift to cloud native design is transforming both software architecture and infrastructure and operations. Still cloud-y, but with a possibility of migration.

Software Architecture 132

Software Architecture DevOps Data Engineering Architecture 132

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 200

Architecture DevOps Monitoring Programming 200

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Metaflow is a cloud-native framework. It leverages elasticity of the cloud by design?—?both

Open Source 232

Open Source AWS Infrastructure Energy 232

O'Reilly

SEPTEMBER 12, 2023

Some of that evolution is driven by an increasingly complex world that requires attention to secure programming, cloud deployment, and other issues that didn’t exist a few decades ago. Software architecture is a distinct specialty that has only become more important over time. Is a language model up to that?

Software 120

Software Software Development Programming 120

O'Reilly

OCTOBER 31, 2023

Simpler, Please Kubernetes : Everyone (well, almost everyone) is using Kubernetes to orchestrate large applications that are running in the cloud. 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. We haven’t seen it.

Open Source 80

Open Source Google Software Architecture Technology 80

cdemi

MAY 6, 2016

I have decided to write a series on some common and modern Design Patterns that are useful in today's horizontally scalable (such as cloud-hosted) applications.

Design 40

Design Cache Scalability Architecture 40

The Netflix TechBlog

DECEMBER 3, 2019

The infrastructure should allow them to exercise their freedom as data scientists but it should provide enough guardrails and scaffolding, so they don’t have to worry about software architecture too much. Metaflow is a cloud-native framework. It leverages elasticity of the cloud by design?—?both

Open Source 134

Open Source AWS Infrastructure Energy 134

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 Development Layers.

DevOps 137

DevOps Software Engineering Infrastructure Open Source 137

Adrian Cockcroft

JANUARY 17, 2022

I did a few talks on this subject early in the year, and linked this to the sustainability advantages of serverless architectures. The need for systems to be resilient is still increasing, and chaos engineering tools and techniques are developing as a key way to validate that resilience is working as designed. primarily virtual?—?and

Serverless 98

Serverless Hardware AWS Architecture 98

ScaleOut Software

AUGUST 18, 2018

This minimizes event-handling latency and enables better management of local operations, while still providing strategic analysis and control by remote (cloud-based or on-premises) IoT applications. The higher-level digital twins continue to run in the cloud or on-premises – wherever the required computing resources are located.

IoT 45

IoT Ecommerce Analytics Latency 45

ScaleOut Software

AUGUST 18, 2018

This minimizes event-handling latency and enables better management of local operations, while still providing strategic analysis and control by remote (cloud-based or on-premises) IoT applications. The higher-level digital twins continue to run in the cloud or on-premises – wherever the required computing resources are located.

IoT 40

IoT Ecommerce Analytics Latency 40

Strategic Tech

SEPTEMBER 18, 2021

Another hurdle to decision making is when technology leaders feel that the skills needed to deliver big changes don’t exist within the organization like the lack of DDD, architecture, or cloud skills. Choosing where to focus is a balancing act: delivering new products, fixing legacy software, and improving engineering culture.

Strategy 97

Strategy Technology Technology Design 97

All Things Distributed

APRIL 27, 2011

Look inside a current textbook on software architecture, and youll find few patterns that we dont apply at Amazon. The advances in data management developed by Amazon engineers have been the starting point for the architectures underneath the cloud storage and data management services offered by Amazon Web Services (AWS).

Technology 151

Technology Technology AWS Storage 151

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

Strategic Tech

JANUARY 24, 2021

When I worked with Salesforce, the top-level organizational abstractions were clouds. The Salesforce Marketing Cloud was a substantial business in it’s own right, employing thousands of people and generating close to a billion dollars in revenue per-year. Part 2 of this series looked at the lowest organzational abstraction level?

Architecture 98

Architecture Mobile Infrastructure Cloud 98

Strategic Tech

JUNE 4, 2019

One of the key decisions we need to make in software architecture and in our organisations is when and where to create shared services and organise teams to build them. But there are a series of heuristics, or questions we can ask ourselves, to improve our chances of making the right sociotechnical design decision.

Software Architecture 40

Software Architecture Efficiency Innovation Architecture 40

All Things Distributed

NOVEMBER 15, 2010

Expanding the Cloud - Adding the Incredible Power of the Amazon EC2 Cluster GPU Instances. These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. Cluster GPU programming in the Cloud with the Amazon Web Services changes of all of that. Comments ().

AWS 136

AWS Latency Programming Architecture 136

Strategic Tech

JUNE 23, 2018

Loosely-coupled teams enabled by loosely-coupled software architecture is one of the strongest predictors of continuous delivery performance and organizational scaling. Decoupling Streams of Work Our goal when designing systems is to maximise the speed of delivery and value of the work we deliver.

Systems 40

Systems Social Media Design Media 40

O'Reilly

MARCH 2, 2020

This has to do with the concept of bounded context from Domain Driven Design.). I do think that Agile, as described in the Manifesto, points to a number of problems that persist in software development, and offers plausible solutions. Software architecture, infrastructure, and operations are each changing rapidly.

Artificial Intelligence 20

Artificial Intelligence Software Architecture Programming Infrastructure 20