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Some care needs to be taken balancing the benefits of common solutions with the need to support a wide range of working practices well – we return to this in Section 4.2. The platform should be “open” and “flexible” enough to allow (a)

  1. scientists to easily plug-in and experiment with their algorithms and methods without bothering with the computing platform,

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  1.  
  2. service managers to configure the platform to exploit diverse computing infrastructures,

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  1.  
  2. third-party service providers to programmatically invoke the analytics methods,

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  1. and 
  2. to support scientists executing existing analytic tasks eventually customising/tuning some parameters without requiring them to install any technology or software.      

Output

In essence, we can observe that the same variety characterising the input is there for the output also. I this case, however, it is less well understood that there is a need to make these data available in a systematic way, including information on the entire process leading to the resulting data. In the case of EMBRC it was reported that the results of a processing task are to be made available via a paper while for EPOS it was reported that the dataset(s) are to be published via a shared catalogue describing them by relying on the CERIF metadata format.     

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