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1. WO2022009013 - AUTOMATED DATA LINKAGES ACROSS DATASETS

Publication Number WO/2022/009013
Publication Date 13.01.2022
International Application No. PCT/IB2021/055613
International Filing Date 24.06.2021
IPC
G06F 16/21 2019.1
GPHYSICS
06COMPUTING; CALCULATING OR COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
20of structured data, e.g. relational data
21Design, administration or maintenance of databases
CPC
G06F 11/323
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
11Error detection; Error correction; Monitoring
30Monitoring
32with visual ; or acoustical; indication of the functioning of the machine
323Visualisation of programs or trace data
G06F 11/3409
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
11Error detection; Error correction; Monitoring
30Monitoring
34Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; ; Recording or statistical evaluation of user activity, e.g. usability assessment
3409for performance assessment
G06F 16/2237
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
20of structured data, e.g. relational data
22Indexing; Data structures therefor; Storage structures
2228Indexing structures
2237Vectors, bitmaps or matrices
G06F 16/288
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
20of structured data, e.g. relational data
28Databases characterised by their database models, e.g. relational or object models
284Relational databases
288Entity relationship models
G06F 16/9024
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
16Information retrieval; Database structures therefor; File system structures therefor
90Details of database functions independent of the retrieved data types
901Indexing; Data structures therefor; Storage structures
9024Graphs; Linked lists
G06F 3/03547
GPHYSICS
06COMPUTING; CALCULATING; COUNTING
FELECTRIC DIGITAL DATA PROCESSING
3Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
01Input arrangements or combined input and output arrangements for interaction between user and computer
03Arrangements for converting the position or the displacement of a member into a coded form
033Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor
0354with detection of 2D relative movements between the device, or an operating part thereof, and a plane or surface, e.g. 2D mice, trackballs, pens or pucks
03547Touch pads, in which fingers can move on a surface
Applicants
  • INTERNATIONAL BUSINESS MACHINES CORPORATION [US]/[US]
  • IBM UNITED KINGDOM LIMITED [GB]/[GB] (MG)
  • IBM (CHINA) INVESTMENT COMPANY LIMITED [CN]/[CN] (MG)
Inventors
  • TADESSE, Girmaw, Abebe
  • CINTAS, Celia
  • SPEAKMAN, Skyler
  • WELDEMARIAM, Komminist
Agents
  • ROBERTSON, Tracey
Priority Data
16/924,36509.07.2020US
Publication Language English (en)
Filing Language English (EN)
Designated States
Title
(EN) AUTOMATED DATA LINKAGES ACROSS DATASETS
(FR) LIAISONS AUTOMATISÉES DE DONNÉES À TRAVERS DES JEUX DE DONNÉES
Abstract
(EN) A computer system, a computer program product, and a method are provided. The method comprises generating a baseline prediction for each database in a plurality of databases, wherein the generated baseline prediction includes datapoints for each performance feature of a respective database in the plurality of databases; generating a linkage matrix using a dimension reduction algorithm in an equal-dimensional feature space based on a measured difference between actual performance datapoints of each respective database and respective datapoints associated with generated baseline prediction for each database in the plurality of databases; linking one or more databases in the plurality of databases based on the measured difference within the generated linkage matrix reaching a predetermined threshold of measured performance; and generating a design using the linked databases for a computer system capable of being displayed through a user interface. The generated design is then used to construct.
(FR) L'invention concerne un système informatique, un produit de programme informatique, et un procédé. Le procédé comporte les étapes consistant à générer un prédiction de référence pour chaque base de données d’une pluralité de bases de données, la prédiction de référence générée comprenant des points de données pour chaque attribut de performances d’une base de données considérée de la pluralité de bases de données; générer une matrice de liaisons en utilisant un algorithme de réduction de dimension dans un espace d’attributs de dimension égale d’après une différence mesurée entre des points de données de performances réelles de chaque base de données respective et des points de données respectifs associés à la prédiction de référence générée pour chaque base de données de la pluralité de bases de données; lier une ou plusieurs bases de données de la pluralité de bases de données en se basant sur le fait que la différence mesurée au sein de la matrice de liaisons générée atteigne un seuil prédéterminé de performances mesurées; et générer une conception en utilisant les bases de données liées pour un système informatique susceptible d’être affiché par l’intermédiaire d’une interface d’utilisateur. La conception générée est ensuite utilisée pour une construction.
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