COMPUTER-READABLE RECORDING MEDIUM STORING CORRELATION COEFFICIENT COMPUTATION PROGRAM, INFORMATION PROCESSING DEVICE, AND CORRELATION COEFFICIENT COMPUTATION METHOD

    公开(公告)号:US20230334062A1

    公开(公告)日:2023-10-19

    申请号:US18162125

    申请日:2023-01-31

    Inventor: Kazuhito MATSUDA

    CPC classification number: G06F16/254 G06F16/221

    Abstract: A process includes obtaining first and third average-values of remaining elements after masking, with a first condition, first and second column-data obtained by taking out values of first and second attributes from tabular-data, obtaining second and fourth average-values of the remaining elements after masking the first and second column-data with a second condition that negates the first condition, loading the first and second column-data into a first register, loading values obtained by masking the first and third average-values with the first condition and values obtained by masking the second and fourth average-values with the second condition, into a second register, obtaining first and second value-sequences by performing first and second subtraction between value-sequences loaded into each of the first and second registers on the first and second column-data, and obtaining correlation-coefficients between the first and second column-data for the first and second conditions, based on the first and second value-sequences.

    INFORMATION PROCESSING APPARATUS, COMPUTER-READABLE RECORDING MEDIUM HAVING STORED THEREIN INFORMATION PROCESSING PROGRAM, AND INFORMATION PROCESSING SYSTEM

    公开(公告)号:US20200242094A1

    公开(公告)日:2020-07-30

    申请号:US16737329

    申请日:2020-01-08

    Inventor: Kazuhito MATSUDA

    Abstract: An information processing apparatus includes: a memory; and a processor coupled to the memory, the processor being configured to execute a procedure including: receiving a storing request to store data into a key value store that stores a key and a value in association with each other; storing identification information allocated to the data and the data into the key value store; managing association information that associates identification information allocated to data received in a unit time and contents of the data received in the unit time; and generating an index of the key value store based on a retrieving request specifying a time point, the association information, and the data stored in the key value store, the retrieving request being a request to retrieve data from the key value store.

    METHOD AND APPARATUS FOR INFORMATION MANAGEMENT

    公开(公告)号:US20170359416A1

    公开(公告)日:2017-12-14

    申请号:US15603541

    申请日:2017-05-24

    Inventor: Kazuhito MATSUDA

    Abstract: An information management apparatus manages systems each storing key-data pairs, each including a key obtained by applying a predetermined function and data associated with the key, so as to be distributed among nodes, and includes a storing unit for storing a management table that stores information on an identifier common to systems, a key assigned to the identifier, and nodes assigned to the identifier; and a control unit for extracting, from a node pool housing nodes unassigned to any of the systems, as many nodes as the number of systems when the number of nodes in the node pool is equal to or larger than that of systems, assigning, in association with an identifier common to the systems, each of the extracted nodes to the individual systems, assigning a key to the identifier, and updating the management table according to the node and key assignment.

    INFORMATION COLLECTION SYSTEM, INFORMATION COLLECTION METHOD, AND STORAGE MEDIUM

    公开(公告)号:US20190108284A1

    公开(公告)日:2019-04-11

    申请号:US16150788

    申请日:2018-10-03

    Inventor: Kazuhito MATSUDA

    Abstract: An information collection system includes a center server that collects meta information including a key and a value; and an edge server that transmits the meta information to the center server, wherein the edge server is configured to: select the key for managing an appearance frequency of the value, based on characteristics of the meta information, update an appearance frequency of the value corresponding to the selected key, and generating a template of a combination of a target value whose the updated appearance frequency is greater than a threshold frequency and a target key corresponding to the target value.

    GATEWAY DEVICE AND DATA COLLECTION METHOD
    5.
    发明申请

    公开(公告)号:US20180109630A1

    公开(公告)日:2018-04-19

    申请号:US15730800

    申请日:2017-10-12

    Inventor: Kazuhito MATSUDA

    Abstract: A gateway device that accesses to an information processing device includes a memory and a processor coupled to the memory and configured to when the data corresponding to the search key information, transmit the search key information to a first gateway device; when the search key information from a second gateway device is received and the received search key information is not included in the search key information, transmit the search key information; when the data corresponding to the search key information is not included in the search key information that has been transmitted to the information processing device, transmit the search key information corresponding to plural pieces of data; and determine whether or not continue to transmit the search key information to first gateway device based on a first ratio and a second ratio when the gateway device transmits the search key information to the first gateway device.

    NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM, EXCLUSIVE SWITCHING METHOD AND EXCLUSIVE SWITCHING APPARATUS

    公开(公告)号:US20170118286A1

    公开(公告)日:2017-04-27

    申请号:US15293705

    申请日:2016-10-14

    Inventor: Kazuhito MATSUDA

    CPC classification number: H04L67/1097 H04L47/80 H04W48/04 H04W72/048

    Abstract: A non-transitory computer-readable storage medium storing an exclusive switching program that causes a computer to execute a process including obtaining supply information indicating a plurality of quantities of resources being available in a plurality of regions respectively, obtaining demand information indicating a plurality of demand quantities of the resources for the plurality of regions respectively, calculating a plurality of index values corresponding to the plurality of regions respectively based on the supply information and the demand information, each of the plurality of index values indicating probability of a collision of the resources in each of the plurality of regions, and determining, for each of a plurality of regions, a lock method to be applied in an exclusive access control for the resources based on the plurality of index values among from a plurality of lock methods.

    COMPUTER-READABLE RECORDING MEDIUM STORING CAUSAL SEARCH PROGRAM, CAUSAL SEARCH METHOD, AND INFORMATION PROCESSING APPARATUS

    公开(公告)号:US20230162067A1

    公开(公告)日:2023-05-25

    申请号:US17872039

    申请日:2022-07-25

    Inventor: Kazuhito MATSUDA

    CPC classification number: G06N7/005 G06F9/54

    Abstract: A recording medium stores a program for causing a computer to execute a process including: executing, based on first sample data including a numerical string of each variable, parallel processing of calculation of a first statistical information amount between each variable and another variable; sharing the first statistical information amount between the processes; determining a first variable to be a beginning of a causal order in which the variables is arranged in such a manner that a variable that is a cause in a causal relationship between the variables precedes based on the first statistical information amount; estimating a second variable to be next in the causal order; and determining calculation of a second statistical information amount and calculation of a third statistical information amount based on third sample data obtained by removing the contribution of the first variable and the second variable from the first sample data.

    ANALYSIS APPARATUS, ANALYSIS METHOD, AND STORAGE MEDIUM

    公开(公告)号:US20210064606A1

    公开(公告)日:2021-03-04

    申请号:US17000408

    申请日:2020-08-24

    Abstract: An analysis method includes acquiring target data collected at edges; determining first analysis target satisfying a first condition, and specifying a first detection position indicating a position at which the first analysis target is detected at the edges and a first detection time; calculating a correlation coefficient of the feature amount; specifying a first range of the first detection position and a second range of the first detection time of the analysis target for which the correlation coefficient satisfies a predetermined relationship; determining second analysis target satisfying a second condition, and specifying a second detection position and a second detection time; determining whether the analysis target in which the second detection position is included in the first range and the second detection time; and acquiring any one of the analysis target from the edges when it is determined that the analysis target is included.

    INFORMATION PROCESSING SYSTEM AND INFORMATION PROCESSING APPARATUS

    公开(公告)号:US20200272349A1

    公开(公告)日:2020-08-27

    申请号:US16738306

    申请日:2020-01-09

    Inventor: Kazuhito MATSUDA

    Abstract: An information-processing-system includes an information-processing-apparatus to acquire log information from a predetermined number of log-acquisition-target-apparatuses, extract a difference portion between the acquired predetermined number of log information as a variable part, replace the extracted variable part with an identifier in the log information, calculate a first hash of the replaced log information, and transmit extraction-information, the identifier, and the first hash to a log-acquisition-target-apparatus different from the predetermined number of log-acquisition-target-apparatuses, and a log-acquisition-target-apparatus to receive the extraction-information, the identifier, and the first hash, extract the variable part from the log information generated in the log-acquisition-target-apparatus, based on the extraction-information, replace the variable part of the generated log information with the identifier, calculate a second hash of the replaced log information, determine whether or not the second hash matches the first hash, transmit the first hash or the log information to the information-processing-apparatus.

    METHOD, APPARATUS FOR MANAGING DISTRIBUTED DATA, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM

    公开(公告)号:US20180302488A1

    公开(公告)日:2018-10-18

    申请号:US15945416

    申请日:2018-04-04

    Inventor: Kazuhito MATSUDA

    Abstract: A method, which is performed by a computer for management of distributed data, includes: associating device information items including information acquired from devices with first identification information items to be used to identify the devices and storing the device information items and the first identification information items in a storage device; calculating co-occurrence probabilities of combinations of the associated first identification information items for the device information items stored in the storage device; assigning second identification information items to the first identification information items based on the co-occurrence probabilities; generating compressed data by compressing the device information items using the second identification information items assigned to the first identification information items associated with the device information items upon the compression of the device information items; and transmitting the compressed data to a managing device.

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