Patent SG-11201804807V-A (SG)
Title: Computer architecture and method for modifying data intake parameters based on a predictive model
Inventor: GOLDSTEIN MICHAEL
IPC: G16H10/60
Filed: 2016-12-07
Abstract: Title: COMPUTER ARCHITECTURE AND METHOD FOR MODIFYING DATA INTAKE PARAMETERS BASED ON A PREDICTIVE MODEL 100 Data Source 112 Output System 110 ASSET 102 ASSET 104 FIGURE 1 (57) : Disclosed herein is a computer architecture and software that is configured to modify data intake operation at an as - set-monitoring system based on a predictive model. In accordance with the present disclosure, the asset-monitoring system may ex- ecute a predictive model that outputs an indicator of whether at least one event from a group of events (e.g., a failure event) is likely to occur at a given asset within a given period of time in the future. Based on the output of this predictive model, the asset-monitor- ing system may modify one or more operating parameters for ingesting data from the given asset, such as a storage location for the ingested data, a set of data variables from the asset that are ingested, and/or a rate at which data from the asset is ingested. (12) INTERNATIONAL APPLICATION PUBLISHED UNDER THE PATENT COOPERATION TREATY (PCT) (19) World Intellectual Property Organization International Bureau 111111111111110 III OE III OE III II III 11111111111111111111111111111R111 1111111H (10) International Publication Number WO 2017/100245 Al WIPO I PCT (43) International Publication Date 15 June 2017 (15.06.2017) (81) Designated States (unless otherwise indicated, for every kind of national protection available): 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, JP, KE, KG, 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. (84) Designated States (unless otherwise indicated, for every kind of regional protection available): ARIPO (BW, GH, GM, KE, LR, LS, MW, MZ, NA, RW, SD, SL, ST, SZ, TZ, UG, ZM, ZW), Eurasian (AM, AZ, BY, KG, KZ, RU, TJ, TM), European (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), OAPI (BF, BJ, CF, CG, CI, CM, GA, GN, GQ, GW, KM, ML, MR, NE, SN, TD, TG). Published: with international search report (Art 21(3)) (51) International Patent Classification: GO6F 11/07 (2006.01) G06Q 10/06 (2012.01) GO8B 21/18 (2006.01) GO6Q 10/00 (2006.01) (21) International Application Number: PCT/US2016/065262 (22) International Filing Date: 7 December 2016 (07.12.2016) English English (25) Filing Language: (26) Publication Language: (30) Priority Data: 14/963,208 8 December 2015 (08.12.2015) 14/963,209 8 December 2015 (08.12.2015) 14/963,212 8 December 2015 (08.12.2015) US US US (71) Applicant: UPTAKE TECHNOLOGIES, INC. [US/US]; 600 West Chicago Ave., Suite 620, Chicago, Illinois 60654 (US). (72) Inventors: GOLDSTEIN, Michael; 600 West Chicago Ave., Suite 620, Chicago, Illinois 60654 (US). RAVENS- BERG, Tom; 600 West Chicago Ave., Suite 620, Chicago, Illinois 60654 (US). HANSMANN, Will; 600 West Chica- go Ave., Suite 620, Chicago, Illinois 60654 (US). (74) Agent: SHEA, Rory; Lee Sullivan Shea & Smith LLP, 224 N Desplaines St., Suite 250, Chicago, Illinois 60661 (US). W O 20 17 / 100 245 Al