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
Application number
Inventor
Oren Tibi; Solomon
Israel; Kalush
Original Assignee
Dell Software Inc
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Dell Software Inc filed Critical Dell Software Inc
Publication of IN2015DN02780A publication Critical patent/IN2015DN02780A/en

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)
  • Strategic Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Economics (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Operations Research (AREA)
  • Game Theory and Decision Science (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Quality & Reliability (AREA)
  • Development Economics (AREA)
  • Marketing (AREA)
  • Educational Administration (AREA)
  • Data Mining & Analysis (AREA)
  • Software Systems (AREA)
  • Computational Linguistics (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computing Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Mathematical Physics (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.
IN2780DEN2015 2012-09-28 2013-09-24 IN2015DN02780A (en)

Applications Claiming Priority (4)

Application Number Priority Date Filing Date Title
US201261707602P 2012-09-28 2012-09-28
US14/014,637 US10586189B2 (en) 2012-09-28 2013-08-30 Data metric resolution ranking system and method
US14/014,707 US9245248B2 (en) 2012-09-28 2013-08-30 Data metric resolution prediction 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) US10586189B2 (en)
EP (1) EP2901309A4 (en)
CN (1) CN104813308A (en)
IN (1) IN2015DN02780A (en)
WO (1) WO2014052254A1 (en)

Families Citing this family (27)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
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
US10331802B2 (en) 2016-02-29 2019-06-25 Oracle International Corporation System for detecting and characterizing seasons
US10867421B2 (en) 2016-02-29 2020-12-15 Oracle International Corporation Seasonal aware method for forecasting and capacity planning
US10699211B2 (en) 2016-02-29 2020-06-30 Oracle International Corporation Supervised method for classifying seasonal patterns
US10885461B2 (en) 2016-02-29 2021-01-05 Oracle International Corporation Unsupervised 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
US10915830B2 (en) 2017-02-24 2021-02-09 Oracle International Corporation Multiscale method for predictive alerting
US10949436B2 (en) 2017-02-24 2021-03-16 Oracle International Corporation Optimization for scalable analytics using time series models
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
US12001926B2 (en) 2018-10-23 2024-06-04 Oracle International Corporation Systems and methods for detecting long term seasons
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
CN114595157A (en) * 2022-03-21 2022-06-07 平安证券股份有限公司 Code measurement method, device, equipment and storage medium based on artificial intelligence
CN117332897A (en) * 2023-10-17 2024-01-02 南方电网数字电网研究院有限公司 Artificial intelligence driven new energy small time scale power interpolation integrated prediction method

Family Cites Families (36)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP3918315B2 (en) 1998-08-20 2007-05-23 ヤマハ株式会社 Impulse response measurement method
US6801645B1 (en) 1999-06-23 2004-10-05 Icad, Inc. Computer aided detection of masses and clustered microcalcifications with single and multiple input image context classification strategies
US6611726B1 (en) * 1999-09-17 2003-08-26 Carl E. Crosswhite Method for determining optimal time series forecasting parameters
US7203655B2 (en) 2000-02-16 2007-04-10 Iex Corporation Method and system for providing performance statistics to agents
US20030046396A1 (en) 2000-03-03 2003-03-06 Richter Roger K. Systems and methods for managing resource utilization in information management environments
US6944798B2 (en) 2000-05-11 2005-09-13 Quest Software, Inc. Graceful degradation system
US20010051862A1 (en) 2000-06-09 2001-12-13 Fujitsu Limited Simulator, simulation method, and a computer product
DE10033183C2 (en) 2000-07-07 2002-08-08 Max Planck Gesellschaft Method and device for processing and predicting flow parameters of turbulent media
US7818224B2 (en) * 2001-03-22 2010-10-19 Boerner Sean T Method and system to identify discrete trends in time series
US6880002B2 (en) 2001-09-05 2005-04-12 Surgient, Inc. Virtualized logical server cloud providing non-deterministic allocation of logical attributes of logical servers to physical resources
US7305282B2 (en) * 2003-05-13 2007-12-04 Siemens Power Transmission & Distribution, Inc. Very short term load prediction in an energy management system
JP4177228B2 (en) * 2003-10-24 2008-11-05 三菱電機株式会社 Prediction device
KR100682888B1 (en) 2004-02-11 2007-02-15 삼성전자주식회사 Weighted Regression Model Determination and Component Concentration Prediction Method
US20050216241A1 (en) * 2004-03-29 2005-09-29 Gadi Entin Method and apparatus for gathering statistical measures
US8428997B2 (en) 2005-11-21 2013-04-23 Accenture Global Services Limited Customer profitability and value analysis system
US20070244676A1 (en) 2006-03-03 2007-10-18 Li Shang Adaptive analysis methods
US7979245B1 (en) 2006-05-17 2011-07-12 Quest Software, Inc. Model-based systems and methods for monitoring computing resource performance
US7970934B1 (en) 2006-07-31 2011-06-28 Google Inc. Detecting events of interest
CN100517394C (en) * 2007-04-24 2009-07-22 暨南大学 An Intelligent Queuing and Calling System
US7644098B2 (en) 2007-04-24 2010-01-05 Yahoo! Inc. System and method for identifying advertisements responsive to historical user queries
US8200454B2 (en) 2007-07-09 2012-06-12 International Business Machines Corporation Method, data processing program and computer program product for time series analysis
US7765122B2 (en) 2007-07-19 2010-07-27 Hewlett-Packard Development Company, L.P. Forecasting based on a collection of data including an initial collection and estimated additional data values
WO2009048609A1 (en) 2007-10-12 2009-04-16 Vkernel Corporation Method, system and apparatus for calculating chargeback for virtualized computing resources
US8027743B1 (en) 2007-10-23 2011-09-27 Adobe Systems Incorporated Adaptive noise reduction
US7953692B2 (en) 2007-12-07 2011-05-31 Microsoft Corporation Predicting candidates using information sources
US8176497B2 (en) 2008-01-16 2012-05-08 Dell Products, Lp Method to dynamically provision additional computer resources to handle peak database workloads
WO2009108344A1 (en) 2008-02-29 2009-09-03 Vkernel Corporation Method, system and apparatus for managing, modeling, predicting, allocating and utilizing resources and bottlenecks in a computer network
US8015454B1 (en) 2008-06-02 2011-09-06 Quest Software, Inc. Computer systems and methods for predictive performance management of data transactions
US20100153157A1 (en) * 2008-12-11 2010-06-17 Verizon Data Services Llc Method and system for providing network resource growth management
US20110153603A1 (en) * 2009-12-17 2011-06-23 Yahoo! Inc. Time series storage for large-scale monitoring system
US8463900B2 (en) * 2010-02-02 2013-06-11 International Business Machines Corporation Systems and methods for using workload characteristics for sizing and placement for power-aware consolidation
US8631040B2 (en) * 2010-02-23 2014-01-14 Sas Institute Inc. Computer-implemented systems and methods for flexible definition of time intervals
US8423998B2 (en) 2010-06-04 2013-04-16 International Business Machines Corporation System and method for virtual machine multiplexing for resource provisioning in compute clouds
US10678602B2 (en) * 2011-02-09 2020-06-09 Cisco Technology, Inc. Apparatus, systems and methods for dynamic adaptive metrics based application deployment on distributed infrastructures
WO2012138974A1 (en) * 2011-04-08 2012-10-11 Navteq B.V. Trend based predictive traffic
US9176485B2 (en) * 2011-06-02 2015-11-03 Microsoft Technology Licensing, Llc Occupancy prediction using historical occupancy patterns

Also Published As

Publication number Publication date
US9245248B2 (en) 2016-01-26
US20140095243A1 (en) 2014-04-03
EP2901309A1 (en) 2015-08-05
WO2014052254A1 (en) 2014-04-03
EP2901309A4 (en) 2016-05-25
CN104813308A (en) 2015-07-29
US20140095422A1 (en) 2014-04-03
US10586189B2 (en) 2020-03-10

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