On Web Services Workflow Mining
نویسندگان
چکیده
With the ever growing importance of the service-oriented paradigm in system architectures more and more (business) processes will be executed using service-oriented systems. Therefore, we believe that the ability to discover processes in loosely-coupled systems is essential in system optimization. Firstly, we briefly describe our previously introduced idea of Web Services Interaction Mining (WSIM) and then direct our attention on mining for workflows in logs provided by SOA. We thoroughly examine strategies in other fields of mining for their applicability in SOA. After that, we discuss logging possibilities in serviceoriented systems and analyze mining opportunities with regards to the provided logs. As a case study we present a service-oriented system and its logging features. We conclude with a demonstration of how we successfully applied existing process mining strategies on this system’s logs and present the results of that mining in the form of workflow models.
منابع مشابه
Architectural Plan for Constructing Fault Tolerable Workflow Engines Based on Grid Service
In this paper the design and implementation of fault tolerable architecture for scientific workflow engines is presented. The engines are assumed to be implemented as composite web services. Current architectures for workflow engines do not make any considerations for substituting faulty web services with correct ones at run time. The difficulty is to rollback the execution state of the workflo...
متن کاملArchitectural Plan for Constructing Fault Tolerable Workflow Engines Based on Grid Service
In this paper the design and implementation of fault tolerable architecture for scientific workflow engines is presented. The engines are assumed to be implemented as composite web services. Current architectures for workflow engines do not make any considerations for substituting faulty web services with correct ones at run time. The difficulty is to rollback the execution state of the workflo...
متن کاملExploiting need of Service-Oriented Framework for Executing Data Mining Services
Weka4WS adopts the emerging Web Services Resource Framework (WSRF) for accessing remote data mining algorithms and managing distributed computations. The Weka4WS user interface is a modified Weka Explorer environment that supports the execution of both local and remote data mining tasks. Workflow environments are widely used in data mining systems to manage data and execution flows associated t...
متن کاملMining e-services in P2P-based workflow enactments
This paper aims to explore the feasible mining and proper selection of QoS-aware services for a P2P-based business process enactment framework, and enhance the relevant workflow prototype. Through observing and analysing unpredictable dynamic changes which commonly exist in e-service workflow, we propose a set of QoS specifications and monitoring mechanisms in a P2P workflow framework. These sp...
متن کاملDiscovering web service workflows using web services interaction mining
Recovering and analysis of workflows executed in Service-Oriented Systems (SOS) can be expected to gain more and more relevance in service-oriented information technology in the not so distant future. Our work attempts to perform workflow mining in logs provided by service-oriented architectures. Firstly, we introduce the idea of Web Services Interaction Mining (WSIM) and give an overview of re...
متن کاملHigh Fuzzy Utility Based Frequent Patterns Mining Approach for Mobile Web Services Sequences
Nowadays high fuzzy utility based pattern mining is an emerging topic in data mining. It refers to discover all patterns having a high utility meeting a user-specified minimum high utility threshold. It comprises extracting patterns which are highly accessed in mobile web service sequences. Different from the traditional fuzzy approach, high fuzzy utility mining considers not only counts of mob...
متن کامل