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1. (WO2018089647) APPARATUS AND METHOD OF BEHAVIOR FORECASTING IN A COMPUTER INFRASTRUCTURE
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Pub. No.: WO/2018/089647 International Application No.: PCT/US2017/060879
Publication Date: 17.05.2018 International Filing Date: 09.11.2017
IPC:
G06F 15/173 (2006.01)
G PHYSICS
06
COMPUTING; CALCULATING; COUNTING
F
ELECTRIC DIGITAL DATA PROCESSING
15
Digital computers in general; Data processing equipment in general
16
Combinations of two or more digital computers each having at least an arithmetic unit, a programme unit and a register, e.g. for a simultaneous processing of several programmes
163
Interprocessor communication
173
using an interconnection network, e.g. matrix, shuffle, pyramid, star or snowflake
Applicants:
SIOS TECHNOLOGY CORPORATION [US/US]; 204 Caughman Farm Lane, Suite 201 Lexington, SC 29072, US
Inventors:
RAZIN, Sergey, A.; US
Agent:
DUQUETTE, Jeffrey, J.; US
Priority Data:
62/419,78009.11.2016US
Title (EN) APPARATUS AND METHOD OF BEHAVIOR FORECASTING IN A COMPUTER INFRASTRUCTURE
(FR) APPAREIL ET PROCÉDÉ DE PRÉVISION DE COMPORTEMENT DANS UNE INFRASTRUCTURE D'ORDINATEUR
Abstract:
(EN) Embodiments of the innovation relate to an apparatus and method of behavior forecasting in a computer infrastructure. The method includes, for each computer environment resource of the computer infrastructure having a related attribute, deriving a set of clusters for the related attribute of each associated computer environment resource and detecting a learned behavior boundary associated with each set of clusters for each associated computer environment resource. The method includes combining the learned behavior boundaries associated with each set of clusters for each associated computer environment resource to generate a resulting attribute pattern associated with the computer infrastructure; applying an attribute pattern threshold to the resulting attribute pattern; and identifying a forecasted behavior of the computer infrastructure based upon the application of the attribute pattern threshold to the resulting attribute pattern.
(FR) La présente invention concerne, selon des modes de réalisation, un appareil et un procédé de prévision de comportement dans une infrastructure d'ordinateur. Le procédé comprend, pour chaque ressource d'environnement d'ordinateur de l'infrastructure d'ordinateur qui a un attribut connexe, la dérivation d'un ensemble de grappes pour l'attribut connexe de chaque ressource d'environnement d'ordinateur associée et la détection d'une limite de comportement apprise associée à chaque ensemble de grappes pour chaque ressource d'environnement d'ordinateur associée. Le procédé comprend la combinaison des limites de comportement apprises associées à chaque ensemble de grappes pour chaque ressource d'environnement d'ordinateur associée pour générer un motif d'attribut résultant associé à l'infrastructure d'ordinateur ; l'application d'un seuil de motif d'attribut sur le motif d'attribut résultant ; et l'identification d'un comportement prévu de l'infrastructure d'ordinateur sur la base de l'application du seuil de motif d'attribut sur le motif d'attribut résultant.
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Designated States: AE, AG, AL, AM, AO, AT, AU, AZ, BA, BB, BG, BH, BN, BR, BW, BY, BZ, CA, CH, CL, CN, CO, CR, CU, CZ, DE, DJ, DK, DM, DO, DZ, EC, EE, EG, ES, FI, GB, GD, GE, GH, GM, GT, HN, HR, HU, ID, IL, IN, IR, IS, JO, JP, KE, KG, KH, KN, KP, KR, KW, KZ, LA, LC, LK, LR, LS, LU, LY, MA, MD, ME, MG, MK, MN, MW, MX, MY, MZ, NA, NG, NI, NO, NZ, OM, PA, PE, PG, PH, PL, PT, QA, RO, RS, RU, RW, SA, SC, SD, SE, SG, SK, SL, SM, ST, SV, SY, TH, TJ, TM, TN, TR, TT, TZ, UA, UG, US, UZ, VC, VN, ZA, ZM, ZW
African Regional Intellectual Property Organization (ARIPO) (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW)
Eurasian Patent Office (AM, AZ, BY, KG, KZ, RU, TJ, TM)
European Patent Office (EPO) (AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR)
African Intellectual Property Organization (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG)
Publication Language: English (EN)
Filing Language: English (EN)