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We leverage pipelined, task and data parallelism in a coordinated manner to meet these objectives and investigate the benefit of task duplication in alleviating communication overheads in the pipelined schedule for different workflow characteristics.
We performed a two-centre study to compare the analytic performance and workflow characteristics of the cobas KRAS Mutation Test to two other methods commonly used in the clinical setting: 2 × bidirectional Sanger sequencing (Sanger) and the therascreen KRAS Mutation Kit ('therascreen', Qiagen, Hilden, Germany).
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In addition, we did not specifically ask questions about clinical workflow, user interface characteristics, or information content; issues that our previous work indicated were important user acceptance factors [ 22, 23].
This kind of project has a characteristic workflow that differs from that found on proprietary projects.
We are confident that our methodology can be applied to a wide range of bioinformatics workflows sharing similar characteristics with our use case study.
Second, while most scientific analysis data is not relational in nature, a key subset, including the inputs and outputs of scientific workflows, has relational characteristics.
Hence, at any given point in time, a WaaS platform should be capable of efficiently scheduling an arbitrarily large number of workflows with different characteristics and quality of service requirements.
Here, we describe a novel workflow for detecting characteristic single-node motifs and for using fingerprints for network comparison.
Simulation experiments are performed to evaluate the proposed approach using five workflow models having different characteristics.
Alternatively, further investigation of other factors, for example, the characteristics and workflow of the intended users of these guidelines, may provide some insight on why implementation tools were created for these guidelines.
The computerized Cuss that are most likely to emerge are those that are fully a part of the routine workflow, use patient-specific characteristics and apply variable sampling intervals.
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