Abstract:
In the information registered by a system, a learning model is associated with a dataset which is one or more dataset elements serving as an input of the learning model, and a dataset is associated with a filter of the dataset. The system evaluates the learning model using a processed dataset which is a dataset obtained on the basis of a dataset associated with an evaluation target learning model and a filter associated with the dataset. The system displays at least a part of information associated with a browsing target learning model and information indicating a result of evaluation of the learning model.
Abstract:
An anomaly detection apparatus for detecting data flow anomalies classes a plurality of data flows on the basis of similarity in time series changes in the data amounts of the data flows; calculates a correlation coefficient at a normal time and a correlation coefficient at a certain timing between at least two data flows belonging to the same class; and determines that at least one of the at least two data flows is anomalous when a difference between the correlation coefficient at the normal time and the correlation coefficient at the certain timing is greater than a predetermined threshold.
Abstract:
A log message grouping apparatus calculates a coincidence degree evaluation value E1 representing the degree of coincidence between minority words, which are relatively low occurrence frequency words, out of the words that form a log message and minority words in another log message. The log message grouping apparatus further calculates an occurrence degree evaluation value E2 representing the degree of occurrence of the combination of a classification value of a log message and the classification value of a past log message on the basis of the occurrence frequency of the combination of the classification values and calculates an association degree evaluation value E3 representing the degree of association between the log message and the past log message on the basis of the coincidence degree evaluation value E1 and the occurrence degree evaluation value E2.
Abstract:
There is provided a management apparatus including a system configuration information management unit that manages coupling of a virtual switch and a network apparatus; a server information management unit that manages a multicast address to be used as a destination address when communication of a virtual server is converted into multicast communication; a multicast tree management unit that calculates a transfer route for a multicast packet on multiple physical routes; and a switch control unit that notifies the virtual switch or the network apparatus of the transfer route for the multicast packet that has been calculated by the multicast tree management unit, and thereby controls the transfer route for the multicast packet.
Abstract:
The convenience of reusing software generated by a visual programming tool is further improved. A code management system includes a flow generation unit that creates a process flow based on user manipulation and generates code based on the created process flow, a flow management unit that saves the code generated by the flow generation unit, a code acquisition unit that acquires code in response to the code being saved in the flow management unit, a code conversion unit that converts the code acquired by the code acquisition unit to a process flow diagram, a flow image generation unit that generates a flow image of the process flow diagram converted by the code conversion unit, and a flow image registration unit that registers the flow image generated by the flow image generation unit in the flow management unit in association with the code prior to conversion to the process flow diagram by the code conversion unit.
Abstract:
A management system constructs management information indicating that log chunks and issue chunks extracted from a first system managing log information and issue information output by a process related to a first team for a program to be developed are linked. The management system searches, from the management information, a log message group compatible with a designated log message group that is one or more log messages related to the issue by log pattern matching using the designated log message group in a case of receiving an inquiry with which the designated log message group is associated from the second system. The management system displays, on the second system, a response containing a handling method represented by handling method information corresponding to the found log message group.
Abstract:
A management apparatus executes: receiving from a given communication apparatus where a fault has occurred, fault information; selecting a given flow that passes through the given communication apparatus from among a group of flows on the basis of the identification information of the given communication apparatus included in the fault information; determining whether the communication pattern of the given flow is similar to the given time series data indicating the change over time of the traffic within a period from a set period prior to the fault occurrence date and time to the fault occurrence date and time for the given flow; calculating the certainty that the given flow has been transmitted on the fault occurrence date and time on the basis of a frequency of appearance of the traffic of the communication pattern determined to be similar; and outputting calculation results.
Abstract:
Provided is a network system including a management device and one or more external networks which connect each of any two of computer systems, wherein the management device acquires communication performance of each of the external networks among a bandwidth, a delay, and a maximum transferable packet, receives a calculation request for the communication performance of a virtual network, specifies a configuration of the requested virtual network, calculates the communication packet of the specified virtual network based on the acquired communication performance of the external network, and provides information of the calculated communication performance of the virtual network to a manager.
Abstract:
A management apparatus that manages a network apparatus having a packet control function, wherein the network apparatus has configuration information that sets the control function, and wherein the management apparatus has: parameter information that manages settings of the control function of the network apparatus; and an inconsistent data detection module that obtains the configuration information from the network apparatus, and upon comparison of the configuration information with the parameter information, detects, as inconsistent data, information that does not match.