The UNIX® Based Cloud

By Harry Foxwell, PhD, Principal Consultant, Oracle® Oracle® Solaris continues to evolve as the foundation for critical private cloud implementations.  As the premier UNIX®  system in the IT industry, certified against The Open Group exacting standards for enterprise-level operating systems, … Continue reading

Transitioning to Customer-Driven Architectures: A Conversation with Trevor Cheung

By The Open Group Digitalization is driving massive changes across the IT landscape. To adapt to the changes brought about by new technologies, organizations are beginning to move away from traditional IT-centric architectures to new customer-driven ones. By aligning business … Continue reading

Systems and EA

How does systems thinking really apply to enterprise architectureOne of the things I like most about the festive season is the chance to reset – there’s space and time to think about what happened in the previous year, what the future might bring, and most of all – time to spend with the special people in your…

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Solving the Polyglot Persistence Puzzle

Solving the Polyglot Persistence Puzzle
– Using the Oracle Information Characteristics Architecture Method

Polyglot – Knowing or using several languages.
Persistence – A coding technique or technology used to store information.
Polyglot Persistence – Storing information in multiple information management technologies to meet a business requirement.

The Polyglot Persistence Puzzle – Combining multiple information management technologies into comprehensive information architectures to meet business requirements.

Today an information architect has a wide array of information management technologies available to solve business problems.  451 Research published a Data Platform Map in June 2015 that identified 277 information management products in 18 categories.  

451reseachdatamap

Three forces have contributed the explosion of information management technologies: 

1. The enormous amount and types of information generated on the internet and by connected devices,
2. The reduction in the cost of compute and storage platforms per a unit of processing capability and,
3. The explosion of open source products for specific information management use cases.

Together, these forces have provided the opportunity for information architects to collect data onto low-cost platforms that only a few years ago would have been deemed too high-volume, too low-value and too expensive to capture.  Hence we are now in the era of Big Data – high-volume, low-value data that can be cost effectively researched, explored and mined.  But experience has shown that the value of Big Data is multiplied many times over of it can be combined with high-value information in existing systems to enhance the quality of decisions made throughout the organization, i.e. solving the Polyglot Persistence Puzzle. This daunting task falls to the Information Architects.  It is the Information Architects that must lead the era of Big Data into the era of Polyglot Persistence for organizations to take full advantage new types of information and information management technologies.

But with this new era comes the need for new ways and methodologies to solve the inevitable Polyglot Persistence Puzzle.

In this series of blog articles, we will introduce and explain such a new methodology – Oracle Information Characteristics Architecture Method (ICAM).  ICAM measures 16 information characteristics and 8 usage patterns to evaluate and value information to assist Information Architects in making the best information management technologies decisions, i.e. the right tools for the right job.  ICAM has been developed with input from many Oracle information management thought leaders from around the world.  We have also worked with a handful of beta customers to implement and refine ICAM with very positive feedback and results.  My colleague, Bill Wimsatt, and I will post several blog articles explaining and walking through the process of implementing ICAM and showing the value of using this methodology.

The next ICAM blog article ‘Why solving the Polyglot Persistence Puzzle is so important today – The Information Value Lifecycle’.

Bill Wimsatt is a Senior Business Technology Professional with a broad background combining business and IT strategy, execution, and program management.  He has over 25 years experience in business and IT strategy and business optimization.

Ron Mayfield is the Senior Enterprise Architect specializing in database and information architectures at Oracle.  Ron has been a professional in the IT industry for 30 years and an employee of Oracle for the last 26 years.

Bill and Ron will be presenting ICAM at the Open Group Towards Boundaryless Information Flow™ in San Fransisco on Wednesday, January 27, 2016, at 9:00 – 9:45pm.  Their presentation is titled ‘Developing Information Architectures via Business Capabilities and Information Characteristics’.

‘Boundaryless Information Flow’ is a trademark of The Open Group.

Solving the Polyglot Persistence Puzzle

Solving the Polyglot Persistence Puzzle
– Using the Oracle Information Characteristics Architecture Method

Polyglot – Knowing or using several languages.
Persistence – A coding technique or technology used to store information.
Polyglot Persistence – Storing information in multiple information management technologies to meet a business requirement.

The Polyglot Persistence Puzzle – Combining multiple information management technologies into comprehensive information architectures to meet business requirements.

Today an information architect has a wide array of information management technologies available to solve business problems.  451 Research published a Data Platform Map in June 2015 that identified 277 information management products in 18 categories.  

451reseachdatamap

Three forces have contributed the explosion of information management technologies: 

1. The enormous amount and types of information generated on the internet and by connected devices,
2. The reduction in the cost of compute and storage platforms per a unit of processing capability and,
3. The explosion of open source products for specific information management use cases.

Together, these forces have provided the opportunity for information architects to collect data onto low-cost platforms that only a few years ago would have been deemed too high-volume, too low-value and too expensive to capture.  Hence we are now in the era of Big Data – high-volume, low-value data that can be cost effectively researched, explored and mined.  But experience has shown that the value of Big Data is multiplied many times over of it can be combined with high-value information in existing systems to enhance the quality of decisions made throughout the organization, i.e. solving the Polyglot Persistence Puzzle. This daunting task falls to the Information Architects.  It is the Information Architects that must lead the era of Big Data into the era of Polyglot Persistence for organizations to take full advantage new types of information and information management technologies.

But with this new era comes the need for new ways and methodologies to solve the inevitable Polyglot Persistence Puzzle.

In this series of blog articles, we will introduce and explain such a new methodology – Oracle Information Characteristics Architecture Method (ICAM).  ICAM measures 16 information characteristics and 8 usage patterns to evaluate and value information to assist Information Architects in making the best information management technologies decisions, i.e. the right tools for the right job.  ICAM has been developed with input from many Oracle information management thought leaders from around the world.  We have also worked with a handful of beta customers to implement and refine ICAM with very positive feedback and results.  My colleague, Bill Wimsatt, and I will post several blog articles explaining and walking through the process of implementing ICAM and showing the value of using this methodology.

The next ICAM blog article ‘Why solving the Polyglot Persistence Puzzle is so important today – The Information Value Lifecycle’.

Bill Wimsatt is a Senior Business Technology Professional with a broad background combining business and IT strategy, execution, and program management.  He has over 25 years experience in business and IT strategy and business optimization.

Ron Mayfield is the Senior Enterprise Architect specializing in database and information architectures at Oracle.  Ron has been a professional in the IT industry for 30 years and an employee of Oracle for the last 26 years.

Bill and Ron will be presenting ICAM at the Open Group Towards Boundaryless Information Flow™ in San Fransisco on Wednesday, January 27, 2016, at 9:00 – 9:45pm.  Their presentation is titled ‘Developing Information Architectures via Business Capabilities and Information Characteristics’.

‘Boundaryless Information Flow’ is a trademark of The Open Group.

The 20th Anniversary of the UNIX® Standard and Certification

By The Open Group The UNIX® platform, as a technology, has been around more than 40 years, being at the center of innovation and technology in computer science and driving the Fortune 1000 businesses today. Over twenty years ago, a … Continue reading

Balancing Complexity and Continuous Improvements – A Case Study from the Automotive Industry

By The Open Group Background The automotive industry is currently facing massive challenges. For the past 30-40 years, automakers have faced stiff competition in the marketplace, as well as constant pressure to make more innovative and efficient vehicles while reducing … Continue reading

Autumn Events 2015

Open Group Conference – Architecting the Boundaryless Organization

This conference ran from 19th to 22nd of October in Edinburgh.  My talk was on Boundaryless Customer Engagement, and took place on the Monday afternoon. The material was developed in collaboration with my colleague Andrew Forsyth.

The business value of customer analytics and big data is not just about what you can discover or infer about the customer, but how you can use this insight promptly and effectively across multiple touchpoints (including e-Commerce systems and CRM) to create a powerful and truly personalized customer experience.

For most organizations, mobilizing this kind of intelligence raises organizational challenges as well as technical ones. I talked about how some leading companies are starting to address these challenges, and described the vital role of enterprise architecture in supporting such initiatives.

Key takeaways:

  • A reference model for omnichannel consumer analytics and engagement.
  • An architectural approach for closed-loop integration across multiple customer touchpoints and diverse data platforms.
  • A template business case for building and extending your business and technical capabilities for customer engagement. 


    Unicom Data Analytics Forum – Exploring the Business Value of Predictive and Real-Time Analytics

    Was held at the Kensington Hilton in West London on 2nd December.

    My talk was on Real-Time Personalization – Exploring the Customer Genome. Retail and consumer organizations have started to develop more personalized interaction with customers, based on rapid analysis of a broad range of customer attributes and propensities, known metaphorically as “genes”. These may be used to target campaigns more accurately, or to generate the next best action in real-time for a specific customer.

    For more details and registration, please visit the Unicom website.


    Here are the two presentations. There are significant overlaps between the two.