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This story is about three water utilities that worked together, like the fictional Fremen of the desert-planet Arakkis, to build a synergistic system to manage water usage across their entire water sector sustainably and much more efficiently. It promotes sustainable water usage practices and helps conserve precious resources.
In episode 2 we discuss strategies for reducing the cognitive load on a team, how to build organizational trust to allow for fast change, and the theory behind reversing Conway's Law to produce sustainablesystemarchitecture.
An even greater reason given was the desire to consolidate systemsarchitecture and reduce the number of “point solutions” – which 80% of respondents cited as a consolidation driver – while 69% of respondents cited finance driven cost-cutting.
What’s old becomes new again: Substitute the term “notebook” with “blackboard” and “graph-based agent” with “control shell” to return to the blackboard systemarchitectures for AI from the 1970s–1980s. See the Hearsay-II project , BB1 , and lots of papers by Barbara Hayes-Roth and colleagues. Does GraphRAG improve results?
Along similar lines, every incident in system infrastructure helps product development & engineering teams understand better about the capabilities of systemarchitecture. This can further help organizations in building a sustainable and reliable product.
This scenario underscored the need for a new recommender systemarchitecture where member preference learning is centralized, enhancing accessibility and utility across different models. Particularly, these models predominantly extract features from members recent interaction histories on the platform.
Are we creating the reputation and revenue necessary to sustain our business over the long run? Every large agile framework that I know of is an excuse to avoid the difficult and challenging work of sorting out the organization’s systemarchitecture so that small agile teams can work independently. How do we know?
The other half of the equation requires your team’s emphasis to shift to sustained excellence in managing and optimizing your data ecosystem — better known as Day 2 operations. Planning the architecture: design the systemarchitecture, considering factors like scalability, security, and performance.
For example, security concerns and unreliability becoming commonplace, like the recent Southwest Airlines scheduling crisis caused by a decades-old scheduling system. Architecture modernization initiatives aim to convert aging architecture into modern architecture, applying the latest tech innovations and architectural patterns.
Every day, Adevinta empowers millions of individuals to make sustainable choices and fight the war on waste. Codurance Codurance is a global software consultancy that helps businesses build a better sustainable technical capability to support growth via Software Modernisation, Product Development, Feature Delivery, and Platform Engineering.
Apiumhub aims for building sustainable long-term relationships with clients. CTO of Endava is Eoin Woods – co-author of the well-known book “Software SystemsArchitecture” and who was the recipient of the 2018 Linda N. Northrup Award for Software Architecture, awarded by the SEI at Carnegie Mellon University.
Also, Christian Ciceri, Apiumhub’s co-founder and software architect, has published a book, “Software Architecture Metrics” , which he co-authored together with Neal Ford, Eoion Woods, Andrew Harmel-Law, Dave Farley, Carola Lilienthal, Michael Keeling, Alexander von Zitzewitz, Joao Rosa, and Rene Weiß.
While those are essential elements for any analytics initiative to sustain and gain traction within business organizations, what sometimes gets less weightage or ignored is the underlying data fabric that supports such visualizations. A well-defined business objective lays the foundation for a strong and sustainable analytics architecture.
Carola Lilienthal – Author of the book “Sustainable Software Architecture” Dr. Carola Lilienthal is senior software architect and managing director at WPS (Workplace Solutions) and loves to design well-structured, long-lived software systems. Andrew Harmel-Law – Tech principal at Thoughtworks.
The right LIMS application will improve internal competencies and offer a sustainable competitive edge in no time. It is evident LIMS is critical for the survival and success of laboratories but that does not mean you would simply want to buy it off the shelf without even evaluating your needs.
System Design: System Design: A study of the requirement specifications from the first phase and the system design is developed. This design helps in specifying the hardware and system requirements and defines the overall systemarchitecture. It needs more managerial attention.
The ministry also started using workforce planning and analytics in such sectors as renewable energy and sustainability. So, step four is about getting the infrastructure to get data from different systems and transmit it to a single storage system for analysis and reporting. A guide to implementing HR analytics.
I would say it’s still possible to sustain some of the relationships that you’ve built from the past based on previous work together, previous interactions. Sergey is a strong advocate of an observable approach to engineering and making data-driven decisions to improve and evolve end-to-end systemarchitectures.
I then make a sustained argument from the Linux experience for the proposition that “Given enough eyeballs, all bugs are shallow”, suggest productive analogies with other self-correcting systems of selfish agents, and conclude with some exploration of the implications of this insight for the future of software.
High-speed sustainable programming is great, but charging forward in spasmodic spurts leads programmers towards just crudely pounding out bad code, in the hops that it can be fixed later. My earlier post on Architectural Ramblings dealt with matching systemarchitecture to team structure. Too much work.
They exist to learn how to build a sustainable business. Replace “startups” with “your team” and “sustainable business” with “sustainable product,” and that quote applies equally well to the work of your team. Chaos engineering can be considered a specialized form of exploratory testing which focuses on systemarchitecture.
Determining what systems to retire, maintain, or invest in lays the foundation for cost reductions and more effective investments. An effective roadmap involves not only evaluating current systemarchitecture, skills availability and cost of ownership, but also considering future business needs.
Agmatix is an Agtech company pioneering data-driven solutions for the agriculture industry that harnesses advanced AI technologies, including generative AI, to expedite R&D processes, enhance crop yields, and advance sustainable agriculture. Contact us to learn more about Agmatix.
While the use of AI may have contributed to what the Journal of Social Policy describes as a 50% increase in the delivery of social benefits, the fact remains that there is huge untapped potential for digital tools to help create a more inclusive, sustainable and effective welfare system for future generations.
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