Patent application EP18201663A (EP), filed 2018-10-22
Publication number: EP3477557A1
Title: ENGINEERING DATA ANALYTICS PLATFORMS USING MACHINE LEARNING
Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for engineering a data analytics platform using machine learning are disclosed. In one aspect, a method includes the actions of receiving data indicating characteristics of data for analysis, analysis techniques to apply to the data, and requirements of users accessing the analyzed data. The actions further include accessing provider information that indicates computing capabilities of a respective data analysis provider, analysis techniques provided by the respective data analysis provider, and real-time data analysis loads of the respective data analysis provider. The actions further include applying the characteristics of the data, the analysis techniques, the requirements of the users, and the provider information, the analysis techniques, and the real-time data analysis loads to a model. The actions further include configuring the one or more particular data analysis providers to perform the analysis techniques on the data.
IPC codes: G06N  20/    00            A I
Claims: number: 1
text: A computer-implemented method comprising:
number: 2
text: The method of claim 1, wherein:
number: 3
text: The method of claim 1, wherein:
number: 4
text: The method of claim 1, comprising:
number: 5
text: The method of claim 4, comprising:
number: 6
text: The method of claim 1, comprising:
number: 7
text: The method of claim 6, comprising:
number: 8
text: The method of claim 6, comprising:
number: 9
text: The method of claim 6, wherein the historical information includes usage of the past data analyzed.
number: 10
text: A system comprising:
number: 11
text: The system of claim 10, wherein:
number: 12
text: The system of claim 10, wherein:
number: 13
text: The system of claim 10, wherein the operations comprise:
number: 14
text: The system of claim 13, wherein the operations comprise:
number: 15
text: The system of claim 10, wherein the operations comprise:
number: 16
text: The system of claim 15, wherein the operations comprise:
number: 17
text: The system of claim 15, wherein the operations comprise:
number: 18
text: The system of claim 15, wherein the historical information includes usage of the past data analyzed.
number: 19
text: A non-transitory computer-readable medium storing software comprising instructions executable by one or more computers which, upon such execution, cause the one or more computers to perform operations comprising:
number: 20
text: The medium of claim 19, wherein:
Office action: search_report, dated 2019-05-01
Prior art cited: ref_id: US9626710B1
ref_type: patent
severity: background
ref_id: - JUNG GUEYOUNG ET AL: "CloudAdvisor: A Recommendation-as-a-Service Platform for Cloud Configuration and Pricing", 2013 IEEE NINTH WORLD CONGRESS ON SERVICES, IEEE, 28 June 2013 (2013-06-28), pages 456 - 463, XP032520949, DOI: 10.1109/SERVICES.2013.55
ref_type: npl
severity: background
ref_id: - QUINTON CLEMENT ET AL: "Automated Selection and Configuration of Cloud Environments Using Software Product Lines Principles", 2014 IEEE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, IEEE, 27 June 2014 (2014-06-27), pages 144 - 151, XP032696555, DOI: 10.1109/CLOUD.2014.29
ref_type: npl
severity: background
ref_id: - ZHIPENG GUI ET AL: "A Service Brokering and Recommendation Mechanism for Better Selecting Cloud Services", PLOS ONE, vol. 9, no. 8, 29 August 2014 (2014-08-29), pages e105297, XP055566129, DOI: 10.1371/journal.pone.0105297
ref_type: npl
severity: background
ref_id: US9626710
ref_type: patent
severity: background
ref_id: - JUNG GUEYOUNG ET AL, "CloudAdvisor: A Recommendation-as-a-Service Platform for Cloud Configuration and Pricing", 2013 IEEE NINTH WORLD CONGRESS ON SERVICES, IEEE, (20130628), doi:10.1109/SERVICES.2013.55, pages 456 - 463, XP032520949 [I] 1-20 * Sections I-VII;; figures 1, 2, 4, 6, 9 *
ref_type: npl
severity: background
ref_id: - QUINTON CLEMENT ET AL, "Automated Selection and Configuration of Cloud Environments Using Software Product Lines Principles", 2014 IEEE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING, IEEE, (20140627), doi:10.1109/CLOUD.2014.29, pages 144 - 151, XP032696555 [I] 1-20 * figures 1, 2, 3 * * abstract * * Sections I-II *
ref_type: npl
severity: background
ref_id: - ZHIPENG GUI ET AL, "A Service Brokering and Recommendation Mechanism for Better Selecting Cloud Services", PLOS ONE, (20140829), vol. 9, no. 8, doi:10.1371/journal.pone.0105297, page e105297, XP055566129 [I] 1-20 * figures 2-8, 15, 17 * * abstract * * pages  1-7 * * page  11 * * pages  13-15 * * pages  17-19 *
ref_type: npl
severity: background
Final disposition: pending (2019-05-01)