O'Reilly Software

APRIL 4, 2018

Considerations for setting the architectural foundations for a fast data platform. We live in the era of the connected experience, where our daily interactions with the world can be digitized, collected, processed, and analyzed to generate valuable insights. Accumulating all this data to process overnight is not an option anymore.

Architecture 80

Architecture Scalability Google Operating System 80

Tasktop

DECEMBER 18, 2019

But it is time for us to move beyond manufacturing analogies, and to craft a new narrative for this next phase of the Age of Software. What makes The Unicorn Project so unique is the way that it unapologetically dives into the depths of software delivery. By definition, product value streams have to be aligned to a customer.

Software Architecture 45

Software Architecture Architecture Metrics Software 45

Strategic Tech

MAY 24, 2019

how to design software architectures and organise teams around them. Domain Variables Domain Flow Direction How the business process flows through components. Domain Flow Control How is the business process controlled? Domain Flow Duration What is the duration of the overall business process, or a subset.

Design 45

Design Software Architecture Strategy Technology 45

Tasktop

APRIL 8, 2021

The need to measure outcomes and business value for software development, and the shift from Project to Product , require the deployment of a scalable and turnkey VSM solution. CIO: “I wish I could give a definitive answer. Bottlenecks from internal processes and a dated software architecture severely affected morale.

Innovation 52

Innovation DevOps Analytics Scalability 52

The Netflix TechBlog

MAY 19, 2023

A cleanup process to prune stale relationships from the database. “can app bar in us-west-2 access this document.” SpiceDB is then responsible for figuring out which relations map back to the autoscaling group, e.g. name, environment, region, etc. What was problematic about this design? with which to experiment. with which to experiment.

Cache 249

Cache Google Open Source Systems 249

Strategic Tech

JULY 22, 2019

look for key business events which indicate state changes between different parts of the business process. Bounded Context Design Canvas The next step of the design process is to design your candidate bounded contexts by detailing key design criteria. create the simple-but-naive model by breaking up the timeline into sequential steps.

Design 76

Design Systems Strategy Processing 76

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. What does a modern technology stack for streamlined ML processes look like?

DevOps 138

DevOps Software Engineering Infrastructure Open Source 138

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?”. Team Flow Event Storming is also a great technique for mapping out and visualizing value stream-like processes collaboratively.

Software Architecture 98

Software Architecture Architecture DevOps Software 98

O'Reilly

MAY 19, 2020

Software engineers represent the largest cohort, comprising almost 20% of all respondents (see Figure 1 ). Technical leads and architects (about 11%) are next, followed by software and systems architects (9+%). Almost one-quarter (23%) of respondents work in the software industry ( Figure 3 ). Respondent Demographics.

Cloud 141

Cloud Serverless AWS Architecture 141

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

The Netflix TechBlog

JULY 12, 2019

delivering a large amount of business value in the process. Old Gatekeeper Architecture This model had several problems associated with it: This process was completely I/O bound and put a lot of load on upstream systems. scheduled to launch next week) would get events automatically injected into the processing queue.

Cache 183

Cache Architecture Latency Engineering 183

Strategic Tech

FEBRUARY 14, 2020

Library Context Definition First I’m going to start by defining the library context pattern, and then I’ll show an example architecture which includes a library context. The architecture of the software could be sliced up into a Leasing context and a Car Pool context. It knows if they are available or checked out.

Architecture 98

Architecture Government Design Availability 98

Strategic Tech

JANUARY 24, 2021

Group Patterns The following list is as a sample of archetypical patterns rather than a definitive list. An example of a Domain Group A domain group is an internal service provider, exposing domain data and business process operations to experience-layer groups or other domain groups. Each subdomain is owned by a separate team.

Architecture 98

Architecture Mobile Infrastructure Cloud 98

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. We had a three step business process, and each web page neatly-belonged to one of the business process steps, and each business process step was a team boundary.

Systems 40

Systems Social Media Design Media 40