Abstract: Back end calls triggered by a user interaction with a client user interface may be identified. The user interaction may be correlated with a logic flow, and the logic flow may be associated with the back end calls. A supervised learning model may be trained using a labeled data set comprising the back end calls and their associated logic flow. Rules may be derived from the supervised learning model for classifying other back end calls. The rules may be outputted to a classifier that utilizes the rules to associate the other back end calls with the logic flow.

Abstract: A log event cluster analytics management method may involve storing a first portion of an entire cluster dictionary in a transient memory, storing at least a second portion of the entire cluster dictionary in a persistent database and comparing a new log event message to the first portion of the overall cluster dictionary. In response to not assigning the new log event message to any cluster in the first portion of the entire cluster dictionary in the transient memory, selecting a subset of clusters of the at least second portion of the cluster dictionary in the persistent database, comparing the new log event message to a cluster of the selected subset of clusters and assigning the new log event message to the cluster of the selected subset of clusters based upon the comparison.

Abstract: A computer-implemented method of encrypting information on a virtual ledger, the method including receiving the information from a first party and a second party, encrypting a portion of the information received from at least one of the first party and the second party, publishing the encrypted portion on the virtual ledger, and providing a decryption key based upon the published encrypted portion to the first party and the second party.

Abstract: According to an example, an application code graph of an application may be received and the programming structures of the application may be ranked based on a ranking model. When the information regarding code changes associated with the application are received, the ranking model may be applied to the programming structures associated with the code changes. The impact of the code changes on the application performance may be determined and corresponding recommendations may be produced based on the determined impact.

Abstract: A log event cluster analytics management method may involve storing a first portion of an entire cluster dictionary in a transient memory, storing at least a second portion of the entire cluster dictionary in a persistent database and comparing a new log event message to the first portion of the overall cluster dictionary. In response to not assigning the new log event message to any cluster in the first portion of the entire cluster dictionary in the transient memory, selecting a subset of clusters of the at least second portion of the cluster dictionary in the persistent database, comparing the new log event message to a cluster of the selected subset of clusters and assigning the new log event message to the cluster of the selected subset of clusters based upon the comparison.

Abstract: According to an example, an application code graph of an application may be received and the programming structures of the application may be ranked based on a ranking model. When the information regarding code changes associated with the application are received, the ranking model may be applied to the programming structures associated with the code changes. The impact of the code changes on the application performance may be determined and corresponding recommendations may be produced based on the determined impact.

Abstract: Back end calls triggered by a user interaction with a client user interface may be identified. The user interaction may be correlated with a logic flow, and the logic flow may be associated with the back end calls. A supervised learning model may be trained using a labeled data set comprising the back end calls and their associated logic flow. Rules may be derived from the supervised learning model for classifying other back end calls. The rules may be outputted to a classifier that utilizes the rules to associate the other back end calls with the logic flow.

Abstract: A method, executed by a processor, for generating a transaction classification rule that can be applied to unclassified transactions. The method includes receiving an identification of an existing unclassified transaction upon which the classification rule will be based; generating identification rules to identify subsequent unclassified transactions as similar to the existing unclassified transaction; generating the classification rule using the identified transaction; and storing the classification rule for application to the subsequent unclassified transactions. Application of the generated classification rule to the subsequent unclassified transactions produces transactions classified according to the classification rule.

Abstract: A system and method of initializing a virtual machine within a secure hybrid cloud is disclosed. One method includes transmitting service mode credentials to a cloud broker from a cloud-based virtual machine, receiving a service mode community of interest key from a credentialing service based on the service mode credentials, and establishing a secure service mode connection based on the service mode community of interest key. The method also includes receiving role VPN credentials at the cloud-based virtual machine and establishing a secure role connection to the cloud broker using the role VPN credentials, thereby providing, in response to the role VPN credentials, a role VPN community of interest key to a virtual data relay dedicated to the cloud-based virtual machine.

Abstract: A system and method of managing secure integration of a cloud-based computing resource with a private domain are disclosed. One system includes a hybrid cloud arrangement including a plurality of virtual machines, the plurality of virtual machines including at least a first virtual machine within the private domain and a second virtual machine within a public cloud. The system also includes a virtual data relay within the private domain and associated with the second virtual machine. The virtual data relay includes a private domain interface used to establish a secure communication link according to a first security protocol with each virtual machine within the private domain that is a member of a community of interest, the virtual data relay assigned a community of interest key used by the private domain interface and defining the community of interest of which the second virtual machine is a member.

Abstract: A system and method of initializing a virtual machine within a secure hybrid cloud is disclosed. One method includes transmitting service mode credentials to a cloud broker from a cloud-based virtual machine, receiving a service mode community of interest key from a credentialing service based on the service mode credentials, and establishing a secure service mode connection based on the service mode community of interest key. The method also includes receiving role VPN credentials at the cloud-based virtual machine and establishing a secure role connection to the cloud broker using the role VPN credentials, thereby providing, in response to the role VPN credentials, a role VPN community of interest key to a virtual data relay dedicated to the cloud-based virtual machine.

Abstract: A system and method of managing secure integration of a cloud-based computing resource with a private domain are disclosed. One system includes a hybrid cloud arrangement including a plurality of virtual machines, the plurality of virtual machines including at least a first virtual machine within the private domain and a second virtual machine within a public cloud. The system also includes a virtual data relay within the private domain and associated with the second virtual machine. The virtual data relay includes a private domain interface used to establish a secure communication link according to a first security protocol with each virtual machine within the private domain that is a member of a community of interest, the virtual data relay assigned a community of interest key used by the private domain interface and defining the community of interest of which the second virtual machine is a member.

Abstract: Certain novel formulations of plant growth media additives that act in such a manner as to permit proper amounts of moisture to contact root systems in order to reduce hydrophobicity within said media. The inventive formulation comprising multi-branched surfactant compounds with both hydrophobic and hydrophilic constituents within each branch attached to a polyfunctional base compound permit effective moisture penetration through plant growth media for sustained seedling and plant growth therein. Such multi-branched wetting agents provide sustained moisture penetration over a sustained period of time, since the individual branches of such compounds may become dissociated from its base polyfunctional compound. Since such branches include both hydrophobic and hydrophilic constituents themselves, and thus act as wetting agents, even after degradation of the initial surfactant compound, repeated wetting and moisture penetration, at least, are permitted.

Abstract: A power system that supplies electrical power to at least one load is disclosed. The power system may include an electrical power generator, current sensors configured to provide current signals representative of currents output from the electrical power generator to the load, and voltage sensors configured to provide voltage signals representative of voltages output from the electrical power generator to the load. The power system may also include a controller configured to receive the current signals and the voltage signals, compare the current signals and the voltage signals to a predetermined map, determine whether a short circuit exists inside the electrical power generator based on the comparison, and send a command to turn off the electrical power generator when the short circuit exists inside the electrical power generator.

Abstract: A power system that supplies electrical power to at least one load is disclosed. The power system may include an electrical power generator, current sensors configured to provide current signals representative of currents output from the electrical power generator to the load, and voltage sensors configured to provide voltage signals representative of voltages output from the electrical power generator to the load. The power system may also include a controller configured to receive the current signals and the voltage signals, compare the current signals and the voltage signals to a predetermined map, determine whether a short circuit exists inside the electrical power generator based on the comparison, and send a command to turn off the electrical power generator when the short circuit exists inside the electrical power generator.

Abstract: A method, executed by a processor, for generating a transaction classification rule that can be applied to unclassified transactions. The method includes receiving an identification of an existing unclassified transaction upon which the classification rule will be based; generating identification rules to identify subsequent unclassified transactions as similar to the existing unclassified transaction; generating the classification rule using the identified transaction; and storing the classification rule for application to the subsequent unclassified transactions. Application of the generated classification rule to the subsequent unclassified transactions produces transactions classified according to the classification rule.

Abstract: A method and system provide transaction classification. The method and system provide an extensible markup language (XML) representation of real transaction instance data collected from a data collection agent, provide an XML based rule engine that enables a user to define a classification rule for classifying the real transaction instance data, and provide a user interface to enable the user to navigate among the real transaction instance data to define the classification rule.

Abstract: Certain novel formulations of plant growth media additives that act in such a manner as to permit proper amounts of moisture to contact root systems in order to reduce hydrophobicity within said media. The inventive formulation comprising multi-branched surfactant compounds with both hydrophobic and hydrophilic constituents within each branch attached to a polyfunctional base compound permit effective moisture penetration through plant growth media for sustained seedling and plant growth therein. Such multi-branched wetting agents provide sustained moisture penetration over a sustained period of time, since the individual branches of such compounds may become dissociated from its base polyfunctional compound. Since such branches include both hydrophobic and hydrophilic constituents themselves, and thus act as wetting agents, even after degradation of the initial surfactant compound, repeated wetting and moisture penetration, at least, are permitted.