Artificial intelligence (AI) has been embedded into many aspects of people's daily lives and it become normal for people to have AI make decisions them. Reinforcement learning (RL) models increase the space solvable problems with respect other machine paradigms. Some most interesting applications are in situations non-differentiable expected reward function, operating unknown or underdefined environment, as well algorithmic discovery that surpasses performance any teacher, whereby agent...

The data mesh is a novel management concept that emphasises the importance of domain before technology.The still in early stages development and many efforts to implement use it are expected have negative consequences for organizations due lack technological guidelines best practices.To mitigate risk outcomes this paper proposes mask-mediatorwrapper architecture as driver.The provides set prefabricated configurable components provide basic functionalities which requires.This shows how two...

This paper deals with the mediator–wrapper architecture and observes it in more modern aspects by relating to architectural quanta. It is an important pattern that enables a flexible modular opposition monolithic architectures for data source integration systems. identifies certain realistic concrete scenarios where underperforms. These issues are addressed extension of via mask component type. The detailed so can be reasoned about without prescribing programming language or paradigm but...

Database integration systems are not a novel concept in computing, but with frequenting application of NoSQL databases real-world information the requirement homogenizing structured and unstructured data is being expanded. In contrast to former applications on relational database systems, now must also encompass schemaless data. The aim this paper present taxonomy, architectural alternatives patterns considering newer developments field systems.

The data mesh is a novel management concept that emphasises the importance of domain before technology. still in early stages development and many efforts to implement use it are expected have negative consequences for organizations due lack technological guidelines best practices. To mitigate risk outcomes this paper proposes mask-mediator-wrapper architecture as driver. provides set prefabricated configurable components provide basic functionalities which requires. This shows how two...

The process of enrolling students in dormitories corresponds to the stable marriage problem, where and are matched as two sets. Applying Gale-Shapley deferred acceptance algorithm ensures a condition stability enroll their highest priority while according students' scores. In comparison with application for admission schools colleges, dormitory divides set by gender into subsets. Therefore, there sub-quotas each dormitory, one subset students. this paper, we present ranking model based on...

This paper deals with the mediator-wrapper architecture. It is an important architectural pattern that enables a more flexible and modular architecture in opposition to monolithic architectures for data source integration systems. identifies certain realistic concrete scenarios where underperforms. These issues are addressed extension of via mask component type. The detailed so it can be reasoned about without prescribing programming language or paradigm. benefits new mask-mediator-wrapper...