Abstract: A network service provisioning system may generate a data structure for configuring hardware and implementing an information system based on user responses to dynamically branching prompts. The provisioning system may generate an initial process map for the information system based on the user's responses and a determined information processing task. As described further herein, the provisioning system may break the initial process map into one or more sub-processes and proceed to individually optimize the sub-processes utilizing parallel process on a plurality of worker nodes. The provisioning system may apply a master template based to the intermediate process map to generate one or more optimization recommendations for the intermediate process map.

Abstract: A network service provisioning system may generate a data structure for configuring hardware and implementing an information system based on user responses to dynamically branching prompts. The provisioning system may generate an initial process map for the information system based on the user's responses and a determined information processing task. As described further herein, the provisioning system may break the initial process map into one or more sub-processes and proceed to individually optimize the sub-processes utilizing parallel process on a plurality of worker nodes. The provisioning system may apply a master template based to the intermediate process map to generate one or more optimization recommendations for the intermediate process map.

Abstract: Methods, computer readable media, and apparatuses for remediating violations associated with files on one or more servers are disclosed. A violation list including one or more violations associated with one or more files on one or more servers may be received. A type of violation for each of the one or more violations may be determined. A severity may be associated with each of the violations. A fix may be identified for each of the one or more violations and each of the one or more violations may be fixed using the identified fix. The violations may be fixed in order of the associated severity.