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[HTML][HTML] Machine learning in business process management: A systematic literature review
Abstract Machine learning (ML) provides algorithms to create computer programs based on
data without explicitly programming them. In business process management (BPM), ML …
data without explicitly programming them. In business process management (BPM), ML …
How to adapt applications for the Cloud environment: Challenges and solutions in migrating applications to the Cloud
The migration of existing applications to the Cloud requires adapting them to a new
computing paradigm. Existing works have focused on migrating the whole application stack …
computing paradigm. Existing works have focused on migrating the whole application stack …
Clustering-based predictive process monitoring
The enactment of business processes is generally supported by information systems that
record data about each process execution (aka case). This data can be analyzed via a …
record data about each process execution (aka case). This data can be analyzed via a …
Improving business process decision making based on past experience
Business processes entail a large number of decisions that affect their business
performance. The criteria used in these decisions are not always formally specified and …
performance. The criteria used in these decisions are not always formally specified and …
Monitoring
R Leithner, A Witkowski - Numerical Simulation of Power Plants and Firing …, 2017 - Springer
The advances in measurement, regulation, and I+ C technologies (eg, the transition from
analog to digital technology, introduction of bus systems, etc.) and the use of PCs …
analog to digital technology, introduction of bus systems, etc.) and the use of PCs …
Runtime prediction of service level agreement violations for composite services
SLAs are contractually binding agreements between service providers and consumers,
mandating concrete numerical target values which the service needs to achieve. For service …
mandating concrete numerical target values which the service needs to achieve. For service …
Validation of the coupling dependency metric as a predictor of run-time failures and maintenance measures
AB Binkley, SR Schach - … of the 20th international conference on …, 1998 - ieeexplore.ieee.org
The coupling dependency metric (CDM) is a successful design quality metric. Here we apply
it to four case studies: run-time failure data for a COBOL registration system; maintenance …
it to four case studies: run-time failure data for a COBOL registration system; maintenance …
Continuous monitoring of software services: Design and application of the Kieker framework
In addition to studying the construction and evolution of software services, the software
engineering discipline needs to address the operation of continuously running software …
engineering discipline needs to address the operation of continuously running software …
Data-driven and automated prediction of service level agreement violations in service compositions
Abstract Service Level Agreements (SLAs), ie, contractually binding agreements between
service providers and clients, are gaining momentum as the main discriminating factor …
service providers and clients, are gaining momentum as the main discriminating factor …
Evolution of security engineering artifacts: a state of the art survey
Security is an important quality aspect of modern open software systems. However, it is
challenging to keep such systems secure because of evolution. Security evolution can only …
challenging to keep such systems secure because of evolution. Security evolution can only …