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Fig. 9 Service orchestration with IOSR operation reasoning assistance.
As previously discussed, an additional benefit of SAMOS framework is its operation reasoning assistance.
Section "Service operation requirement verification and dynamic assistance reasoning" outlines cloud service operation requirement verification and reasoning assistance mechanisms.
Table 3 Cloud service operation reasoning assistance type Reasoning assistance name Assistance description Reasoning scale Operation scheduling Precondition & parameter preparation Reasoning steps BASR To assist in preparation of precondition and parameters for unsatisfied service operations Single cloud (CSP) None Guided manual input 1.
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In contrast, SAMOS achieves a distinguished outcome for service management and orchestration tasks due to the flexible choices of API libraries and the lightweight operation reasoning assistances.
While cloud service entities, their attributes and relationships, and operation elements are comprehensively specified, relevant service operation assistance reasoning can be introduced.
It integrates various function modules to perform operation support tasks, including communication gateway, data processing and analysis, on-line process monitoring and diagnosis, on-line operation manual, equipment maintenance assistance, reasoning system, knowledge-base creator and multimedia interface.
The ontological modelling approach also enables a range of operation reasoning which can provide assistances for advanced tasks such as simultaneous, chained and service orchestration operations.
Assistance with the clinical reasoning and critical thinking with nursing students is pivotal for successful patient outcomes.
Service Operation Reasoning Engine incorporates four individual reasoners, each works for a certain operation assistance scenario.
Working with the assistance of a powerful automated reasoning program, Otter, they conducted a concerted, persistent and very aggressive assault on the open question.
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