Abstract: A non-transitory computer readable recording medium storing a machine learning program for causing a computer to execute a process includes extracting a feature related to a surface structure of a substance based on an atomic arrangement of the substance, and training a machine learning model that predicts information regarding a chemical reaction that occurs in a substance that corresponds to an input explanatory variable using training data that includes, as an explanatory variable, atomic arrangement information regarding the atomic arrangement of the substance and the extracted feature and includes, as an objective variable, information regarding the chemical reaction that occurs in the substance.

Abstract: An extraction method executed by a computer includes: acquiring a first word input by a first user; acquiring a second word input by a second user; calculating a first distributed representation of a first character string, the first character string including the first word and a character string that identifies the first user; calculating a second distributed representation of a second character string, the second character string including the second word and a character string that identifies the second user; calculating a similarity between the first distributed representation and the second distributed representation; and extracting a word associated with the second distributed representation on a basis of the similarity.

Abstract: A communication apparatus that transmits and receives packet data by radio communication with another communication apparatus, the communication apparatus including a memory; and a processor coupled to the memory and the processor configured to: receive first packet data in a first packet transmission period; calculate data collection efficiency indicating a ratio of a reception data amount of the first packet data, to a transmission data amount of the first packet data, based on received the first packet data, and measure a first radio quality in a radio section between the communication apparatus and the other communication apparatus, based on received the first packet data; calculate a packet length and transmission count of the first packet data, based on the data collection efficiency and first radio quality; and transmit a second packet data including the packet length and transmission count.

Abstract: A reservation managing method implemented by a computer, the reservation managing method includes: executing first processing in response to receiving of a condition for searching for a resource, the received condition being a condition specified from a user, the first processing including searching for a resource matching the received condition among a plurality of resources; storing information about transition of the condition for searching for a resource in a memory in association with the user based on a condition when a reservation by the user is not set among the received conditions; and outputting a notification that a reservation for one resource of the plurality of resources may be set to the user when a reservation for the one resource is canceled, and when the one resource matches the condition identified from the information stored in the memory in association with the user.

Abstract: An extraction method executed by a computer includes: acquiring a first word input by a first user; acquiring a second word input by a second user; calculating a first distributed representation of a first character string, the first character string including the first word and a character string that identifies the first user; calculating a second distributed representation of a second character string, the second character string including the second word and a character string that identifies the second user; calculating a similarity between the first distributed representation and the second distributed representation; and extracting a word associated with the second distributed representation on a basis of the similarity.

Abstract: A relaying apparatus includes: a memory; and a processor coupled to the memory and configured to: acquire, from a gateway device, a resource identifier for a network resource provided from a device in a first network to a server in a second network through the gateway device, the resource identifier indicating a location in the second network of the network resource, relate a gateway identifier corresponding to an address of the gateway device included in the resource identifier to the resource identifier, receive, from the server, a request for the network resource to the device, detect, from a correspondence relationship between the gateway identifier and the resource identifier, the resource identifier corresponding to the gateway identifier specified in the request, and relay the request to the device through the gateway device in accordance with the resource identifier that has been detected.

Abstract: A communication system includes a first communication apparatus included in an ad hoc network, and a second communication apparatus included in an ad hoc network, the second communication apparatus being coupled to a gateway and being configured to receive data from the first communication apparatus, wherein the first communication apparatus includes a memory, and a processor coupled to the memory and configured to acquire first information regarding communication quality between the first communication and each of a plurality of adjacent nodes in the ad hoc network, determine, based on the first information, a number of the adjacent nodes whose communication quality with the first communication apparatus is equal to or greater than a first value, and control, based on the number, a transmission amount of the data transmitted to the second communication apparatus through the ad hoc network.

Abstract: A reservation managing method implemented by a computer, the reservation managing method includes: executing first processing in response to receiving of a condition for searching for a resource, the received condition being a condition specified from a user, the first processing including searching for a resource matching the received condition among a plurality of resources; storing information about transition of the condition for searching for a resource in a memory in association with the user based on a condition when a reservation by the user is not set among the received conditions; and outputting a notification that a reservation for one resource of the plurality of resources may be set to the user when a reservation for the one resource is canceled, and when the one resource matches the condition identified from the information stored in the memory in association with the user.

Abstract: An allocation method executed by a computer, the allocation method includes receiving a demand for allocating a predetermined event to one of a plurality of frames; setting a weight for a free space in each of a plurality of candidates based on usage frequency of one or more candidates corresponding to the demand for allocating the predetermined event by referring to information on usage frequency of each of a plurality of frames in the past; identifying, from among the plurality of candidates, a candidate whose space is smaller than another space when allocating the predetermined event to the candidate based on the free space in each of the plurality of candidates and the weight for the free space; and outputting the identified candidate.

Abstract: A control device includes a processor. The processor is configured to obtain measurement data from a plurality of devices and predict prediction data of a specified timing using the obtained measurement data. The processor is configured to calculate, for each device, an error between the measurement data and the prediction data. The processor is configured to, based on the error for each device, assign a notification timing for each of such devices for which there is overlapping of timing of notifying the measurement data of the specified timing.

Abstract: A communication control apparatus includes: a processor configured to: fix a number of sets of data to be inserted into one packet by a communication apparatus according to a wireless quality with the communication apparatus; and notify the communication apparatus of the number of sets fixed at the fixing.

Abstract: A gateway which is an example of a communication device includes a selecting unit and a management data collecting unit. The selecting unit selects a collection manipulation within a range not exceeding a resource amount allocated to transmission of management data among all resources of wireless communication usable by a device in accordance with an evaluation value. The evaluation value is a value calculated on the basis of a contribution degree to failure analysis and consumption resources for each of a plurality of collection manipulations for collecting management data used for the failure analysis from a device. The management data collecting unit executes the collection manipulation selected by the selecting unit on the device and collects the management data corresponding to the collection manipulation from the device through the wireless communication.

Abstract: A relaying apparatus includes: a memory; and a processor coupled to the memory and configured to: acquire, from a gateway device, a resource identifier for a network resource provided from a device in a first network to a server in a second network through the gateway device, the resource identifier indicating a location in the second network of the network resource, relate a gateway identifier corresponding to an address of the gateway device included in the resource identifier to the resource identifier, receive, from the server, a request for the network resource to the device, detect, from a correspondence relationship between the gateway identifier and the resource identifier, the resource identifier corresponding to the gateway identifier specified in the request, and relay the request to the device through the gateway device in accordance with the resource identifier that has been detected.

Abstract: A communication apparatus that transmits and receives packet data by radio communication with another communication apparatus, the communication apparatus including a memory; and a processor coupled to the memory and the processor configured to: receive first packet data in a first packet transmission period; calculate data collection efficiency indicating a ratio of a reception data amount of the first packet data, to a transmission data amount of the first packet data, based on received the first packet data, and measure a first radio quality in a radio section between the communication apparatus and the other communication apparatus, based on received the first packet data; calculate a packet length and transmission count of the first packet data, based on the data collection efficiency and first radio quality; and transmit a second packet data including the packet length and transmission count.

Abstract: A communication system includes a first communication apparatus included in an ad hoc network, and a second communication apparatus included in an ad hoc network, the second communication apparatus being coupled to a gateway and being configured to receive data from the first communication apparatus, wherein the first communication apparatus includes a memory, and a processor coupled to the memory and configured to acquire first information regarding communication quality between the first communication and each of a plurality of adjacent nodes in the ad hoc network, determine, based on the first information, a number of the adjacent nodes whose communication quality with the first communication apparatus is equal to or greater than a first value, and control, based on the number, a transmission amount of the data transmitted to the second communication apparatus through the ad hoc network.

Abstract: A gateway which is an example of a communication device includes a selecting unit and a management data collecting unit. The selecting unit selects a collection manipulation within a range not exceeding a resource amount allocated to transmission of management data among all resources of wireless communication usable by a device in accordance with an evaluation value. The evaluation value is a value calculated on the basis of a contribution degree to failure analysis and consumption resources for each of a plurality of collection manipulations for collecting management data used for the failure analysis from a device. The management data collecting unit executes the collection manipulation selected by the selecting unit on the device and collects the management data corresponding to the collection manipulation from the device through the wireless communication.

Abstract: A communication control apparatus includes: a processor configured to: fix a number of sets of data to be inserted into one packet by a communication apparatus according to a wireless quality with the communication apparatus; and notify the communication apparatus of the number of sets fixed at the fixing.

Abstract: A control device includes a processor. The processor is configured to obtain measurement data from a plurality of devices and predict prediction data of a specified timing using the obtained measurement data. The processor is configured to calculate, for each device, an error between the measurement data and the prediction data. The processor is configured to, based on the error for each device, assign a notification timing for each of such devices for which there is overlapping of timing of notifying the measurement data of the specified timing.

Abstract: An event collection method collects an event from a sensor network, the method includes: retrieving on a per process basis for a module, based on a module definition information and an occurred event information, an occurrence node identifier categorized by an attribute value corresponding to an attribute name, with input event type associated with an occurred event type; determining, when there is a single retrieved occurrence node identifier with respect to the process of the module, a node identified by the occurrence node identifier as an installation destination of the module that is identified by the module identifier; referencing, when there is a plurality of retrieved occurrence node identifiers with respect to the process of the module, a connection relation information of nodes and determining an upper node common to the plurality of occurrence node identifiers as an installation destination of the module identified by the module identifier.

Abstract: A modular arrangement decision device includes a storing unit and selecting units. Network information of a network connected to nodes and an identifier for identifying a module to be arranged in a node are stored in the storing unit. The first selecting unit selects a predetermined number of pieces of information with a higher degree of evaluation from among first information indicating a node in which the module is to be arranged among the multiple nodes, and second information obtained by changing the first information. The second selecting unit selects a predetermined number of pieces of information with a smaller number of unmatched conditions, from the information selected by the first selecting unit and third information obtained by changing the information selected by the first selecting unit. The third selecting unit selects information in which an evaluation value and a number of unmatched conditions satisfy a predetermined criteria.