Abstract: One or more embodiments identify server management actions for resolving problems associated with one or more nodes in information technology infrastructure. In one embodiment, a node-ticket record for an information processing node associated with at least one problem ticket is generated. A set of node-ticket clusters is queried based on the node-ticket record. Each of the set of node-ticket clusters maps a set of server management actions to set of historical node-ticket records associated with the node-ticket cluster. The set of server management actions was previously performed to resolve at least one operational problem associated with at least one information processing node. At least one set of server management actions associated with at least one of the set of node-ticket clusters corresponding to the node-ticket record within a given threshold is identified based on the querying.

Abstract: Methods and arrangements for managing resource requests. A contemplated method includes: receiving a new resource request from a user in a network; receiving at least one competing resource request; consulting cached historical resource requests; comparing the new resource request to the cached historical resource requests and the at least one competing resource request; fulfilling the new resource request via offering use of a resource corresponding to one of the historical resource requests; and fulfilling the at least one competing resource request in consideration of at least one aspect of the new resource request. Other variants and embodiments are broadly contemplated herein.

Abstract: One or more embodiments identify server management actions for resolving problems associated with one or more nodes in information technology infrastructure. In one embodiment, a node-ticket record for an information processing node associated with at least one problem ticket is generated. A set of node-ticket clusters is queried based on the node-ticket record. Each of the set of node-ticket clusters maps a set of server management actions to set of historical node-ticket records associated with the node-ticket cluster. The set of server management actions was previously performed to resolve at least one operational problem associated with at least one information processing node. At least one set of server management actions associated with at least one of the set of node-ticket clusters corresponding to the node-ticket record within a given threshold is identified based on the querying.

Abstract: One or more embodiments identify server management actions for resolving problems associated with one or more nodes in information technology infrastructure. In one embodiment, a node-ticket record for an information processing node associated with at least one problem ticket is generated. A set of node-ticket clusters is queried based on the node-ticket record. Each of the set of node-ticket clusters maps a set of server management actions to set of historical node-ticket records associated with the node-ticket cluster. The set of server management actions was previously performed to resolve at least one operational problem associated with at least one information processing node. At least one set of server management actions associated with at least one of the set of node-ticket clusters corresponding to the node-ticket record within a given threshold is identified based on the querying.

Abstract: Methods and arrangements for managing resource requests. A contemplated method includes: receiving a new resource request from a user in a network; receiving at least one competing resource request; consulting cached historical resource requests; comparing the new resource request to the cached historical resource requests and the at least one competing resource request; fulfilling the new resource request via offering use of a resource corresponding to one of the historical resource requests; and fulfilling the at least one competing resource request in consideration of at least one aspect of the new resource request. Other variants and embodiments are broadly contemplated herein.

Abstract: Methods and arrangements for managing resource requests. A contemplated method includes: receiving a new resource request from a user in a network; receiving at least one competing resource request; consulting cached historical resource requests; comparing the new resource request to the cached historical resource requests and the at least one competing resource request; fulfilling the new resource request via offering use of a resource corresponding to one of the historical resource requests; and fulfilling the at least one competing resource request in consideration of at least one aspect of the new resource request. Other variants and embodiments are broadly contemplated herein.

Abstract: Methods and arrangements for managing resource requests. A contemplated method includes: receiving a new resource request from a user in a network; receiving at least one competing resource request; consulting cached historical resource requests; comparing the new resource request to the cached historical resource requests and the at least one competing resource request; fulfilling the new resource request via offering use of a resource corresponding to one of the historical resource requests; and fulfilling the at least one competing resource request in consideration of at least one aspect of the new resource request. Other variants and embodiments are broadly contemplated herein.

Abstract: One or more embodiments identify server management actions for resolving problems associated with one or more nodes in information technology infrastructure. In one embodiment, a node-ticket record for an information processing node associated with at least one problem ticket is generated. A set of node-ticket clusters is queried based on the node-ticket record. Each of the set of node-ticket clusters maps a set of server management actions to set of historical node-ticket records associated with the node-ticket cluster. The set of server management actions was previously performed to resolve at least one operational problem associated with at least one information processing node. At least one set of server management actions associated with at least one of the set of node-ticket clusters corresponding to the node-ticket record within a given threshold is identified based on the querying.

Abstract: Systems and methods for on-demand simulation based learning for an automation framework. According to one embodiment, the system or method comprises an automated process in a real computing environment that encounters a novel, divergent, or defined state that the automation cannot handle. The state is replicated in a simulated computing environment which a user interacts with to resolve the simulated issue. The user's actions are captured and replicated in the real computing environment in order to resolve the issue. Optionally, the user's actions are analyzed and added to the automation database or rules.

Abstract: Described herein are methods, systems, apparatuses and products for automatic detection of non-compliant content in user actions. An aspect provides a method including, responsive to receiving a user selection to share data via an electronic device, analyzing the data to be shared; and automatically identifying non-compliant content within the data prior to sharing the data. Other embodiments are disclosed.

Abstract: Described herein are methods, systems, apparatuses and products for automatic detection of non-compliant content in user actions. An aspect provides a method including, responsive to receiving a user selection to share data via an electronic device, analyzing the data to be shared; and automatically identifying non-compliant content within the data prior to sharing the data. Other embodiments are disclosed.