IN2015DN02780A - - Google Patents
Info
- Publication number
- IN2015DN02780A IN2015DN02780A IN2780DEN2015A IN2015DN02780A IN 2015DN02780 A IN2015DN02780 A IN 2015DN02780A IN 2780DEN2015 A IN2780DEN2015 A IN 2780DEN2015A IN 2015DN02780 A IN2015DN02780 A IN 2015DN02780A
- Authority
- IN
- India
- Prior art keywords
- period
- metric
- interest
- time periods
- historical
- Prior art date
Links
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06312—Adjustment or analysis of established resource schedule, e.g. resource or task levelling, or dynamic rescheduling
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N5/00—Computing arrangements using knowledge-based models
- G06N5/02—Knowledge representation; Symbolic representation
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Economics (AREA)
- Entrepreneurship & Innovation (AREA)
- Strategic Management (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Business, Economics & Management (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Tourism & Hospitality (AREA)
- Marketing (AREA)
- Game Theory and Decision Science (AREA)
- Educational Administration (AREA)
- Development Economics (AREA)
- Computational Linguistics (AREA)
- Artificial Intelligence (AREA)
- Data Mining & Analysis (AREA)
- Evolutionary Computation (AREA)
- Computing Systems (AREA)
- General Engineering & Computer Science (AREA)
- Mathematical Physics (AREA)
- Software Systems (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Complex Calculations (AREA)
- Measurement And Recording Of Electrical Phenomena And Electrical Characteristics Of The Living Body (AREA)
Abstract
In one embodiment a method includes identifying a plurality of period combinations for a metric of interest. Each period combination comprises one or more time periods and each of the one or more time periods comprises one or more segments. The method further includes for each period combination of the plurality of period combinations and each historical value of a plurality of historical values of the metric of interest, incrementally inserting the historical value into corresponding segments of the one or more time periods. Moreover, the method includes ranking the plurality of period combinations based on comparisons of the plurality of historical values to sets of corresponding predicted values. The method also includes selecting a highest- ranked period combination as best characterizing the metric of interest.
Applications Claiming Priority (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
US201261707602P | 2012-09-28 | 2012-09-28 | |
US14/014,707 US9245248B2 (en) | 2012-09-28 | 2013-08-30 | Data metric resolution prediction system and method |
US14/014,637 US10586189B2 (en) | 2012-09-28 | 2013-08-30 | Data metric resolution ranking system and method |
PCT/US2013/061272 WO2014052254A1 (en) | 2012-09-28 | 2013-09-24 | Data metric resolution ranking system and method |
Publications (1)
Publication Number | Publication Date |
---|---|
IN2015DN02780A true IN2015DN02780A (en) | 2015-09-04 |
Family
ID=50386067
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
IN2780DEN2015 IN2015DN02780A (en) | 2012-09-28 | 2013-09-24 |
Country Status (5)
Country | Link |
---|---|
US (2) | US9245248B2 (en) |
EP (1) | EP2901309A4 (en) |
CN (1) | CN104813308A (en) |
IN (1) | IN2015DN02780A (en) |
WO (1) | WO2014052254A1 (en) |
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US9825875B2 (en) * | 2015-03-31 | 2017-11-21 | Alcatel Lucent | Method and apparatus for provisioning resources using clustering |
US10496277B1 (en) * | 2015-12-30 | 2019-12-03 | EMC IP Holding Company LLC | Method, apparatus and computer program product for storing data storage metrics |
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US11113852B2 (en) * | 2016-02-29 | 2021-09-07 | Oracle International Corporation | Systems and methods for trending patterns within time-series data |
US10885461B2 (en) | 2016-02-29 | 2021-01-05 | Oracle International Corporation | Unsupervised method for classifying seasonal patterns |
US10699211B2 (en) | 2016-02-29 | 2020-06-30 | Oracle International Corporation | Supervised method for classifying seasonal patterns |
US10198339B2 (en) | 2016-05-16 | 2019-02-05 | Oracle International Corporation | Correlation-based analytic for time-series data |
US10635563B2 (en) | 2016-08-04 | 2020-04-28 | Oracle International Corporation | Unsupervised method for baselining and anomaly detection in time-series data for enterprise systems |
US11082439B2 (en) | 2016-08-04 | 2021-08-03 | Oracle International Corporation | Unsupervised method for baselining and anomaly detection in time-series data for enterprise systems |
US20180121292A1 (en) * | 2016-11-02 | 2018-05-03 | Mastercard International Incorporated | Systems and methods for database management |
US10949436B2 (en) | 2017-02-24 | 2021-03-16 | Oracle International Corporation | Optimization for scalable analytics using time series models |
US10915830B2 (en) | 2017-02-24 | 2021-02-09 | Oracle International Corporation | Multiscale method for predictive alerting |
US10817803B2 (en) | 2017-06-02 | 2020-10-27 | Oracle International Corporation | Data driven methods and systems for what if analysis |
US10997517B2 (en) | 2018-06-05 | 2021-05-04 | Oracle International Corporation | Methods and systems for aggregating distribution approximations |
US10963346B2 (en) | 2018-06-05 | 2021-03-30 | Oracle International Corporation | Scalable methods and systems for approximating statistical distributions |
US11138090B2 (en) | 2018-10-23 | 2021-10-05 | Oracle International Corporation | Systems and methods for forecasting time series with variable seasonality |
US11734585B2 (en) | 2018-12-10 | 2023-08-22 | International Business Machines Corporation | Post-hoc improvement of instance-level and group-level prediction metrics |
US10855548B2 (en) | 2019-02-15 | 2020-12-01 | Oracle International Corporation | Systems and methods for automatically detecting, summarizing, and responding to anomalies |
US11533326B2 (en) | 2019-05-01 | 2022-12-20 | Oracle International Corporation | Systems and methods for multivariate anomaly detection in software monitoring |
US11537940B2 (en) | 2019-05-13 | 2022-12-27 | Oracle International Corporation | Systems and methods for unsupervised anomaly detection using non-parametric tolerance intervals over a sliding window of t-digests |
US11887015B2 (en) | 2019-09-13 | 2024-01-30 | Oracle International Corporation | Automatically-generated labels for time series data and numerical lists to use in analytic and machine learning systems |
US11803221B2 (en) * | 2020-03-23 | 2023-10-31 | Microsoft Technology Licensing, Llc | AI power regulation |
US11256593B2 (en) * | 2020-05-05 | 2022-02-22 | Dell Products L.P. | Software container image quality ranking based on performance of instances of the software container images |
US11514349B1 (en) * | 2020-06-15 | 2022-11-29 | Topia Limited | Apparatus and methods of unsupervised machine learning models to identify seasonality and predicting seasonally-influenced metric values |
CN117332897A (en) * | 2023-10-17 | 2024-01-02 | 南方电网数字电网研究院有限公司 | Artificial intelligent driven new energy small time scale power interpolation integrated prediction method |
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-
2013
- 2013-08-30 US US14/014,707 patent/US9245248B2/en not_active Expired - Fee Related
- 2013-08-30 US US14/014,637 patent/US10586189B2/en active Active
- 2013-09-24 IN IN2780DEN2015 patent/IN2015DN02780A/en unknown
- 2013-09-24 EP EP13840801.8A patent/EP2901309A4/en not_active Withdrawn
- 2013-09-24 WO PCT/US2013/061272 patent/WO2014052254A1/en active Application Filing
- 2013-09-24 CN CN201380061126.3A patent/CN104813308A/en active Pending
Also Published As
Publication number | Publication date |
---|---|
EP2901309A4 (en) | 2016-05-25 |
WO2014052254A1 (en) | 2014-04-03 |
US9245248B2 (en) | 2016-01-26 |
US20140095422A1 (en) | 2014-04-03 |
EP2901309A1 (en) | 2015-08-05 |
CN104813308A (en) | 2015-07-29 |
US10586189B2 (en) | 2020-03-10 |
US20140095243A1 (en) | 2014-04-03 |
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