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

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 194

Architecture DevOps Monitoring Programming 194

O'Reilly

OCTOBER 31, 2023

They’re fun, but I don’t find them a good source of insight into what’s happening in technology. However, discussion of regulation will be a major pastime of the chattering classes, and major technology companies (and venture capital firms) will be maneuvering to ensure that regulation benefits them. How will this affect technology?

Open Source 81

Open Source Google Software Architecture Technology 81

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.

Serverless 98

Serverless Hardware AWS Architecture 98

Strategic Tech

FEBRUARY 15, 2023

When architecture ages without proper care, it becomes more and more of a liability and competitive disadvantage. It becomes outdated based on older technologies, architectural patterns, and outdated assumptions about the business and its environment. AMET designs and facilitates the Kickstarter Workshop.

Architecture 97

Architecture Innovation Airlines Technology 97

Strategic Tech

DECEMBER 20, 2020

Team Topologies has significantly advanced the discussion on organisation design for technology companies. When organising technology teams to build digital products and services, it is necessary to determine which parts of the product, user experience, and technology each team owns.

Architecture 98

Architecture Design Technology Technology 98

Strategic Tech

SEPTEMBER 18, 2021

Some technology leaders feel like they don’t have the experience and skills to confidently lead major technology and organizational modernizations. There is a good balance of business, technology, and organizational improvements. Another chance to use collaborative DDD techniques, this time for designing new processes.

Strategy 97

Strategy Design Technology Technology 97

Strategic Tech

NOVEMBER 24, 2020

Enterprise Architecture (EA) is hugely important for medium and large organisations. Enterprise Architects take a broad look at an organisation, and are experts in aligning technology solutions with the business objectives. designing systems that document themselves. Enterprise Architects are smart people.

Architecture 72

Architecture DevOps Technology Technology 72

Strategic Tech

DECEMBER 29, 2020

A multi product variant team owns multiple product variants In order to own more of the architecture, a team needs some way to manage the additional effort. An alternative option is to maximise reuse using technologies like Flutter. Check the Reviews team in the Org Design for Design Orgs example later in this article.

Architecture 59

Architecture Design Mobile Systems 59

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. Let me know your thoughts on this topic.

Architecture 75

Architecture Design Programming Software 75

O'Reilly Software

OCTOBER 23, 2018

A look at the roles of architect and strategist, and how they help develop successful technology strategies for business. I should start by saying this section does not offer a treatise on how to do architecture. Technology systems are difficult to wrangle. Our systems grow in accidental complexity and complication over time.

Strategy 100

Strategy Architecture Technology Technology 100

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 Analytics Latency 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 Analytics Latency 40

All Things Distributed

APRIL 27, 2011

The Amazon.com 2010 Shareholder Letter Focusses on Technology. In the 2010 Shareholder Letter Jeff Bezos writes about the unique technologies developed at Amazon.com over the years. Given that I have frequently written about many of these technologies on this blog I asked investor relations to be allowed to reprint it here.

Technology 151

Technology Technology AWS Storage 151

O'Reilly

FEBRUARY 18, 2020

This combination of usage and search affords a contextual view that encompasses not only the tools, techniques, and technologies that members are actively using, but also the areas they’re gathering information about. Software architecture, infrastructure, and operations are each changing rapidly.

Software Architecture 134

Software Architecture DevOps Data Engineering Architecture 134

Strategic Tech

JULY 18, 2018

There are thousands of ways we can shape the software systems we build and organise our teams around them. Yet there is no flowchart we can simply follow to find the optimal design. The products themselves are software systems which grow harder and harder to reason about as they scale and age.

Design 40

Design Architecture Software Architecture Systems 40

Smashing Magazine

NOVEMBER 22, 2021

You can see the impact of these efforts in the Core Web Vitals Technology Report from Google Chrome User Experience Report (CrUX) / HTTP Archive : Ratio of sessions with good CWV per platform. Source: HTTP Archive's Core Web Vitals Technology Report. Source: HTTP Archive's Core Web Vitals Technology Report.) ( Large preview ).

Website 126

Website Performance Google Media 126

Strategic Tech

JUNE 18, 2021

In business, technology and general, the word “domain” appears frequently and with many different meanings in various contexts. Field is most often used to designate a domain of professional specialization. I encounter this problem quite frequently when the word domain is used in the context of business and software architecture.

Software Architecture 64

Software Architecture Architecture Strategy Technology 64

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

OCTOBER 3, 2020

Use them as a starting point for design and discovery, and then bend them to your needs. If you’re not familiar with the Bounded Context Canvas it is a tool for visualising the key design choices of a Bounded Context or a sub-system in your software architecture. What happens if we explore the free design option?

Software Architecture 97

Software Architecture Design Best Practices Architecture 97

Strategic Tech

MAY 9, 2020

If you want to get started with Strategic DDD to gain deeper insights into your domain and to align your software architecture with your domain, you can use this Miro board: [link] No sign up, installation, or payment is required to view the board. In order to use the tools you will need to copy them onto a board of your own.

Software Architecture 59

Software Architecture Architecture Design Technology 59

Strategic Tech

JANUARY 22, 2024

Their technology landscape has a high level of what they consider to be legacy or heritage systems — monolithic systems with tens or hundreds of developers working in them. They are targeting 3–5x revenue growth in the next 5 years. Adding new features is inefficient, and deployments happen once per month.

Architecture 98

Architecture Metrics Logistics Strategy 98

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. A common question in designing a domain is “how big should a domain be?”

Software Architecture 52

Software Architecture Architecture Design Games 52

Strategic Tech

NOVEMBER 1, 2021

or “How do software architecture, domains, Conway’s Law, Team Topologies, and value streams all fit together?”. Empowered teams benefit from domain empowerment and technology empowerment Even when domains and value streams are established, there is a need for continuous evolution. They’re all pieces in the same puzzle.

Software Architecture 98

Software Architecture Architecture DevOps Software 98

Tasktop

OCTOBER 30, 2019

Scott Havens, Senior Director of Engineering at Mode Operandi, highlighted the benefits of event-based systems over legacy approaches, and how software architecture should be just as beautiful as the clothes on sale. Just look at how ugly that service-oriented architecture is!” Compliance doesn’t need to scary, stressed Levins.

DevOps 8

DevOps Education Innovation Metrics 8

O'Reilly

OCTOBER 19, 2021

What does a modern technology stack for streamlined ML processes look like? All ML projects are software projects. 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.

DevOps 138

DevOps Software Engineering Open Source Infrastructure 138

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. Specialisation could be around products, business process, or technologies.

Engineering 61

Engineering Retail Airlines Healthcare 61

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?” The high-level structure is not design structure (e.g. Q: What is a domain landscape?

Software Architecture 52

Software Architecture Architecture Design Software 52

Strategic Tech

NOVEMBER 24, 2020

Domain-Driven Design is an approach to designing systems, usually software, that emphasises creating a common language between domain experts and system builders. This is normal, embrace the fuzziness and apply design thinking. When designing socio-technical systems, we often want to show domains at different levels.

Design 98

Design Strategy Systems Architecture 98

O'Reilly

MAY 19, 2020

O’Reilly Learning > We wanted to discover what our readers were doing with cloud, microservices, and other critical infrastructure and operations technologies. We imagine that companies in the software industry are more likely to be early (or mid-stage) adopters of technologies like cloud computing.

Cloud 141

Cloud Serverless AWS Architecture 141

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

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 21

Artificial Intelligence Software Architecture Programming Infrastructure 21

Strategic Tech

JULY 20, 2021

Reading Strategy Patterns One of the techniques I use frequently for visualising business, product, and technology strategy is Core Domain Charts. Maybe they weren’t invited for political reasons…. This technique plots the business differentiation and domain complexity of a business’s domains.

Strategy 52

Strategy Innovation Technology Technology 52

All Things Distributed

NOVEMBER 15, 2010

These trade-offs have even impacted the way the lowest level building blocks in our computer architectures have been designed. Modern CPUs strongly favor lower latency of operations with clock cycles in the nanoseconds and we have built general purpose software architectures that can exploit these low latencies very well.Â

AWS 136

AWS Latency Programming Architecture 136

Strategic Tech

JANUARY 24, 2021

Architecture Ownership Patterns for Team Topologies. Part 3: Multi-Team Patterns was originally published in Technology Strategy Ideas and Insights on Medium, where people are continuing the conversation by highlighting and responding to this story.

Architecture 98

Architecture Mobile Infrastructure Cloud 98