Moving decisioning logic from run-time to build-time

Today’s post by Edoardo Vacchi stresses an important trend in the programming landscape: cloud-based applications (microservices) should be small, super-efficient, and quick to start, that brings us back to code generation. “Moving processing out of your run-time and into build-time, is a conceptually simple but extremely effective way to make your applications lighter.” Link Continue reading

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Smart Factory: Optimize Factory Operations

Traditionally, Operational Technology (OT) data has been on-premises, managed using process manufacturing systems, and analyzed with monitoring, trending, and visualization tools. This approach was designed for a very important purpose – real-time process control. However, it has also created challenges, mainly that the data is difficult to access for advanced analytics limiting the insights that can be derived from OT data. Discover new resources from Amazon Web Services (AWS) to help you transform legacy manufacturing plants into Smart Factory. Link

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Speeding up decision-making under COVID-19 pressure

This is the title of today’s article by John Poppelaars: “Due to the lack of trustworthy information, hospitals need to make decisions on bed capacity, staffing, medicine and personal protective gear stock levels under high uncertainty. They need to make decisions with new information coming in all the time, making plans and changing them again as things turn out different than expected. These are all tough decisions and they need to be made fast to update their plans as often as necessary. Decision analytics (also known as ‘operations research’ or ‘prescriptive analytics’) allows them to decide on the best way forward each time new data becomes available, maximizing the care they can provide to both COVID-19 and other patients.” Link

 

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Challenge Apr-2020: Doctor Planning

This month challenge “Doctor Planning” is a simplified version of a real-life case especially important today as described in this post. Submit your solutions using your favorite Business Rules or Decision Optimization tools. Link

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DMN 1.3 has been released

DMN Version 1.3 has been released to the public:
Specification: https://www.omg.org/spec/DMN
PDF: https://www.omg.org/spec/DMN/1.3/PDF
Examples: https://t.co/GD1j9ubhQc?amp=1

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Rules Change Quickly

Kristen Seer: “Never in my life have I seen rules change so quickly. Take reusable grocery bags vs. plastic bags as an example. Reusable bags are recognized as the preferred environmental choice and many cities were on the verge of banning plastic bags. With the pandemic hit, the first rule was that you could bring your reusable bag but you had to pack it yourself. Then that was modified so that you couldn’t place your bag on the counter; you had to hold it while you packed it or place it on the floor (neither a sanitary option nor good for those of us with bad backs!). Now reusable bags are no longer allowed at all, so plastic bags are proliferating and their environmental impact has taken a back seat.” Link

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Decision Optimization during Covid-19

During this critical period, technology experts are trying to help as all other professionals. Alain Chabrier from IBM provides examples of how Decision Optimization can be used for optimal nurse scheduling in over-constrained hospital situations, transferring of patients between different areas to reduce the stress of hospitals in the most critical regions,  and other  problems directly related to the current real-life problems. Link  Nurse Rostering Ventilator Pooling

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Mathematical Optimization: Past, Present, and Future

In his 2-parts blog series, Gurobi Co-Founder Dr. Robert Bixby  takes us through the history of mathematical optimization from the 1940s until today. “Generally speaking, mathematical optimization has firmly established itself as a powerful problem-solving approach in today’s business world. It is used by an ever-increasing number of companies to tackle their complex, real-world problems and make better decisions.Part-1 Part-2

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New Gartner Reports on Decision Management Suites

Today Gartner published two reports on decision management suites based primarily on the results of surveys of 20 DMS vendors conducted by Gartner from Aug 2019 through Mar 2020. Continue reading

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What does it mean to be an expert?

An IT expert Bozhidar Bozhanov makes interesting points about being an expert: “First, make sure you know what you don’t know, so that you can explore it if needed. Second, we need to value expertise with its imperfections. There is no absolute expert in anything, there are only relative experts.” Link Continue reading

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