The first ever cloud-based CBR framework for building industry-scale CBR applications
Built with micro-services architecture Independent of cloud platform (AWS, Azure, GCP)
Very simple and intuitive. 100% Open source & Docker deployable within a few minutes
Clood CBR is a distributed and highly scalable Case-based Reasoning system that addresses the limitations of monolithic architectures in various sectors. By adopting a microservices architecture, Clood CBR enables seamless scalability and adaptability to new technologies, frameworks, and languages. Read about the technology below!
CloodCBR can effortlessly handle increased workload and adapt to growing demands, ensuring efficient performance even under heavy usage or large casebases.
CloodCBR is designed to easily accommodate changes, additions, and enhancements, allowing for seamless integration of new features or functionalities as required.
CloodCBR utilizes sophisticated algorithms to evaluate similarities between cases, enabling precise matching and retrieval.
CloodCBR provides well-defined APIs, facilitating smooth integration with other systems or applications, allowing for efficient data exchange and seamless communication.
CloodCBR is structured to simplify maintenance tasks, making it easier to manage and update components, reducing the time and effort required for upkeep.
CloodCBR offers an economical solution, minimizing expenses associated with development, deployment, and maintenance while maximizing value and efficiency.
Create a project within the CloodCBR and configure the attributes of the project to reflect the structure of the casebase. The desired similarity metric can also be selected at this stage.
Seamlessly and efficiently import a large number of cases into the project's casebase.
Submit a retrieval query to the CBR system, which will return the most similar cases from the casebase.
Reuse similar cases to solve the problem, or revise and retain an existing case for future use.
Customers who have succesfully implemented Clood CBR in their business processes.
It is the word Cloud said in a Scottish dialect :)
The Clood GitHub can be found at https://github.com/rgu-computing/clood
A full list of currently supported similarity metrics can be found at https://github.com/rgu-computing/clood#available-similarity-metrics
A detailed deployment guide can be found at https://github.com/rgu-computing/clood#deployment-guide
The previously accepted Clood publications can be found at https://rgu-repository.worktribe.com/output/895530/clood-cbr-towards-microservices-oriented-case-based-reasoning and https://rgu-repository.worktribe.com/output/1706158/adapting-semantic-similarity-methods-for-case-based-reasoning-in-the-cloud