[go: up one dir, main page]

MX2016015075A - Maquina para el desarrollo y despliegue de modelos analiticos. - Google Patents

Maquina para el desarrollo y despliegue de modelos analiticos.

Info

Publication number
MX2016015075A
MX2016015075A MX2016015075A MX2016015075A MX2016015075A MX 2016015075 A MX2016015075 A MX 2016015075A MX 2016015075 A MX2016015075 A MX 2016015075A MX 2016015075 A MX2016015075 A MX 2016015075A MX 2016015075 A MX2016015075 A MX 2016015075A
Authority
MX
Mexico
Prior art keywords
analytical models
model
analytical
machine
deployment
Prior art date
Application number
MX2016015075A
Other languages
English (en)
Inventor
DUGGAN Desmond
Zhu Qian
Tung Teresa
Sun Wenjia
Christopher Kang Jaeyoung
Original Assignee
Accenture Global Solutions Ltd
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 Accenture Global Solutions Ltd filed Critical Accenture Global Solutions Ltd
Publication of MX2016015075A publication Critical patent/MX2016015075A/es

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22—Indexing; Data structures therefor; Storage structures
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
    • G—PHYSICS
    • G06—COMPUTING OR CALCULATING; COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/54—Interprogram communication
    • G06F9/543—User-generated data transfer, e.g. clipboards, dynamic data exchange [DDE], object linking and embedding [OLE]

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Software Systems (AREA)
  • Physics & Mathematics (AREA)
  • General Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Data Mining & Analysis (AREA)
  • Artificial Intelligence (AREA)
  • Databases & Information Systems (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Medical Informatics (AREA)
  • Computing Systems (AREA)
  • Mathematical Physics (AREA)
  • Debugging And Monitoring (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Stored Programmes (AREA)

Abstract

La presente invención se relaciona con una máquina que proporciona un sistema y una interfaz para permitir que los expertos de dominio y otros usuarios desarrollen, implementen e iteren en modelos analíticos. El sistema facilita la construcción, despliegue y/o el entrenamiento de modelos analíticos, por ejemplo, exponoendo parámetros de configuración de un modelo analítico a un usuario mientras se abstraen las actividades de creación de modelos y de implementación de modelos. El sistema también puede determinar cargas de recursos o tiempos de ejecución para varios modelos analíticos y puede programar la ejecución del modelo en consecuencia. El sistema también proporciona un interfaz del usuario dinámicamente reconfigurable para controlar el sistema.
MX2016015075A 2015-12-16 2016-11-16 Maquina para el desarrollo y despliegue de modelos analiticos. MX2016015075A (es)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
US14/971,987 US10438132B2 (en) 2015-12-16 2015-12-16 Machine for development and deployment of analytical models

Publications (1)

Publication Number Publication Date
MX2016015075A true MX2016015075A (es) 2018-05-28

Family

ID=57406047

Family Applications (1)

Application Number Title Priority Date Filing Date
MX2016015075A MX2016015075A (es) 2015-12-16 2016-11-16 Maquina para el desarrollo y despliegue de modelos analiticos.

Country Status (5)

Country Link
US (2) US10438132B2 (es)
EP (1) EP3182283A1 (es)
AU (1) AU2016259298B2 (es)
MX (1) MX2016015075A (es)
SG (1) SG10201609584VA (es)

Families Citing this family (65)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US10496925B2 (en) * 2015-11-10 2019-12-03 Impetus Technologies, Inc. System and method for visualizing data analytics models
US10438132B2 (en) 2015-12-16 2019-10-08 Accenture Global Solutions Limited Machine for development and deployment of analytical models
US10387798B2 (en) 2015-12-16 2019-08-20 Accenture Global Solutions Limited Machine for development of analytical models
US11080435B2 (en) 2016-04-29 2021-08-03 Accenture Global Solutions Limited System architecture with visual modeling tool for designing and deploying complex models to distributed computing clusters
US10885463B2 (en) * 2016-07-08 2021-01-05 Microsoft Technology Licensing, Llc Metadata-driven machine learning for systems
US10871753B2 (en) 2016-07-27 2020-12-22 Accenture Global Solutions Limited Feedback loop driven end-to-end state control of complex data-analytic systems
WO2018031921A1 (en) * 2016-08-11 2018-02-15 Twitter, Inc. Detecting scripted or otherwise anomalous interactions with social media platform
US12135989B2 (en) * 2016-08-11 2024-11-05 Rescale, Inc. Compute recommendation engine
DE102016216951A1 (de) * 2016-09-07 2018-03-08 Robert Bosch Gmbh Modellberechnungseinheit und Steuergerät zur wahlweisen Berechnung eines RBF-Modells, eines Gauß-Prozess-Modells und eines MLP-Modells
US10127027B2 (en) * 2016-10-31 2018-11-13 General Electric Company Scalable and secure analytic model integration and deployment platform
US11303656B2 (en) 2017-03-01 2022-04-12 Cujo LLC Determining entity maliciousness based on associated entities
US10348768B2 (en) * 2017-03-09 2019-07-09 International Business Machines Corporation Deriving optimal actions from a random forest model
EP3376373A1 (en) * 2017-03-15 2018-09-19 Siemens Aktiengesellschaft A method for deployment and execution of a machine learning model on a field device
US11580061B2 (en) * 2017-06-07 2023-02-14 Acronis International Gmbh System and method for file archiving using machine learning
US10705868B2 (en) 2017-08-07 2020-07-07 Modelop, Inc. Dynamically configurable microservice model for data analysis using sensors
US10872290B2 (en) * 2017-09-21 2020-12-22 Raytheon Company Neural network processor with direct memory access and hardware acceleration circuits
US11403006B2 (en) * 2017-09-29 2022-08-02 Coupa Software Incorporated Configurable machine learning systems through graphical user interfaces
US11977987B2 (en) * 2017-11-08 2024-05-07 Sparkbeyond Ltd Automatic hypothesis generation using geospatial data
US10943301B1 (en) * 2017-11-21 2021-03-09 State Farm Mutual Automobile Insurance Company Technology for building and managing data models
US11977958B2 (en) 2017-11-22 2024-05-07 Amazon Technologies, Inc. Network-accessible machine learning model training and hosting system
US12045693B2 (en) * 2017-11-22 2024-07-23 Amazon Technologies, Inc. Packaging and deploying algorithms for flexible machine learning
CN109840591B (zh) * 2017-11-29 2021-08-03 华为技术有限公司 模型训练系统、方法和存储介质
CN109947497B (zh) * 2017-12-20 2021-06-08 Oppo广东移动通信有限公司 应用程序预加载方法、装置、存储介质及移动终端
US10789509B2 (en) * 2018-01-24 2020-09-29 WeR.AI, Inc. Systems and methods for generating machine learning applications
EP3518156A1 (en) * 2018-01-29 2019-07-31 Siemens Aktiengesellschaft A method for collaborative machine learning of analytical models
US10235625B1 (en) 2018-02-09 2019-03-19 Capital One Services, Llc Automatically scaling neural networks based on load
US11263035B2 (en) * 2018-04-13 2022-03-01 Microsoft Technology Licensing, Llc Longevity based computer resource provisioning
US11704370B2 (en) 2018-04-20 2023-07-18 Microsoft Technology Licensing, Llc Framework for managing features across environments
US11176507B2 (en) 2018-05-04 2021-11-16 Accenture Global Solutions Limited Reconfigurable predictive and simulative digital platform for multi-stage processing facilities
CN110543946B (zh) * 2018-05-29 2022-07-05 百度在线网络技术（北京）有限公司 用于训练模型的方法和装置
CN109165249B (zh) * 2018-08-07 2020-08-04 阿里巴巴集团控股有限公司 数据处理模型构建方法、装置、服务器和用户端
US10896032B2 (en) 2018-11-02 2021-01-19 Accenture Global Solutions, Limited System and method for certifying and deploying instruction code
US11030086B2 (en) * 2019-02-15 2021-06-08 Tencent America LLC Machine learning model full life cycle management framework
EP3931698A4 (en) 2019-03-01 2022-10-05 Telefonaktiebolaget Lm Ericsson (Publ) Dynamic network configuration
US11106689B2 (en) 2019-05-02 2021-08-31 Tate Consultancy Services Limited System and method for self-service data analytics
US11605006B2 (en) 2019-05-06 2023-03-14 International Business Machines Corporation Deep-learning model catalog creation
US11501177B2 (en) 2019-06-14 2022-11-15 Accenture Global Solutions Limited Knowledge engineering and reasoning on a knowledge graph
JP7361505B2 (ja) * 2019-06-18 2023-10-16 キヤノンメディカルシステムズ株式会社 医用情報処理装置及び医用情報処理方法
US11738453B2 (en) 2019-10-15 2023-08-29 UiPath, Inc. Integration of heterogeneous models into robotic process automation workflows
US11748479B2 (en) 2019-10-15 2023-09-05 UiPath, Inc. Centralized platform for validation of machine learning models for robotic process automation before deployment
US11050677B2 (en) * 2019-11-22 2021-06-29 Accenture Global Solutions Limited Enhanced selection of cloud architecture profiles
US10970651B1 (en) * 2019-12-02 2021-04-06 Sas Institute Inc. Analytic system for two-stage interactive graphical model selection
JP7413742B2 (ja) * 2019-12-05 2024-01-16 オムロン株式会社 予測システム、情報処理装置および情報処理プログラム
CN111860854B (zh) * 2019-12-06 2024-05-07 北京嘀嘀无限科技发展有限公司 模型特征管理系统、模型特征管理方法及存储介质
CN112925558B (zh) * 2019-12-09 2022-05-17 支付宝(杭州)信息技术有限公司 模型联合训练方法及装置
CN111158745B (zh) * 2019-12-30 2024-04-02 山东浪潮商用系统有限公司 一种基于Docker的数据处理平台
US20210294655A1 (en) * 2020-03-23 2021-09-23 Baker Hughes Oilfield Operations Llc Prioritizing execution of multiple groups of analytic models
US11783226B2 (en) 2020-06-25 2023-10-10 International Business Machines Corporation Model transfer learning across evolving processes
US11481257B2 (en) 2020-07-30 2022-10-25 Accenture Global Solutions Limited Green cloud computing recommendation system
WO2022035058A1 (en) * 2020-08-13 2022-02-17 Samsung Electronics Co., Ltd. Method and system of dnn modularization for optimal loading
US12367418B2 (en) * 2020-10-27 2025-07-22 Paypal, Inc. Machine learning model verification for assessment pipeline deployment
US12045698B1 (en) 2020-11-03 2024-07-23 Amdocs Development Limited System, method, and computer program for a machine learning model-agnostic cloud-agnostic no-code onboarding platform
CN112633501A (zh) * 2020-12-25 2021-04-09 深圳晶泰科技有限公司 基于容器化技术的机器学习模型框架的开发方法与系统
US11916728B2 (en) * 2020-12-30 2024-02-27 Level 3 Communications, Llc Multi-network management system and method
US20220237503A1 (en) * 2021-01-26 2022-07-28 International Business Machines Corporation Machine learning model deployment within a database management system
US20220261631A1 (en) * 2021-02-12 2022-08-18 Nvidia Corporation Pipelines for efficient training and deployment of machine learning models
US12461645B2 (en) 2021-03-30 2025-11-04 Schlumberger Technology Corporation Advanced data discovery and visualization for energy data sources
WO2022261256A2 (en) * 2021-06-08 2022-12-15 Nvidia Corporation Machine learning application deployment using user-defined pipeline
US20220405065A1 (en) * 2021-06-21 2022-12-22 International Business Machines Corporation Model Document Creation in Source Code Development Environments using Semantic-aware Detectable Action Impacts
US20220413821A1 (en) * 2021-06-28 2022-12-29 International Business Machines Corporation Deploying a machine learning model
CN113554171B (zh) * 2021-06-30 2023-07-25 北京百度网讯科技有限公司 模型定制系统和方法
WO2023009724A1 (en) * 2021-07-30 2023-02-02 Electrifai, Llc Systems and methods for generating and deploying machine learning applications
US20230305948A1 (en) * 2022-03-08 2023-09-28 Lenovo (United States) Inc. End-to-end computer sysem testing
US12393709B2 (en) * 2022-08-23 2025-08-19 Target Brands, Inc. Methods and systems for model management
CN117369996B (zh) * 2023-09-25 2024-06-14 深圳国匠云职业教育科技有限公司 数据处理方法、电子设备及计算机可读存储介质

Family Cites Families (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6983227B1 (en) 1995-01-17 2006-01-03 Intertech Ventures, Ltd. Virtual models of complex systems
US5991535A (en) 1996-07-03 1999-11-23 Sun Microsystems, Inc. Visual composition tool for constructing application programs using distributed objects on a distributed object network
US6208345B1 (en) 1998-04-15 2001-03-27 Adc Telecommunications, Inc. Visual data integration system and method
US6823495B1 (en) 2000-09-14 2004-11-23 Microsoft Corporation Mapping tool graphical user interface
US7194385B2 (en) * 2002-11-12 2007-03-20 Arm Limited Performance level setting of a data processing system
US20150235143A1 (en) 2003-12-30 2015-08-20 Kantrack Llc Transfer Learning For Predictive Model Development
US8271541B2 (en) 2004-03-31 2012-09-18 Fusionops Corporation Method and apparatus for developing composite applications
US7827560B2 (en) 2005-05-11 2010-11-02 Siemens Aktiengesellschaft System and method for time controlled program execution
US8156469B2 (en) 2005-12-29 2012-04-10 Sap Ag Single composition of pattern modules
US20070240080A1 (en) 2006-04-11 2007-10-11 Invensys Systems, Inc. Strategy editor for process control supporting drag and drop connections to declarations
US8886788B2 (en) 2009-08-31 2014-11-11 Accenture Global Services Limited Enterprise-level management, control and information aspects of cloud console
US8719804B2 (en) 2010-05-05 2014-05-06 Microsoft Corporation Managing runtime execution of applications on cloud computing systems
US20120151393A1 (en) 2010-12-10 2012-06-14 Henrik Arndt Manipulation of elements and their attributes in graphical user interfaces
US8533222B2 (en) 2011-01-26 2013-09-10 Google Inc. Updateable predictive analytical modeling
US8229864B1 (en) 2011-05-06 2012-07-24 Google Inc. Predictive model application programming interface
US8364613B1 (en) 2011-07-14 2013-01-29 Google Inc. Hosting predictive models
US20150170048A1 (en) 2011-08-12 2015-06-18 Wei-Hao Lin Determining a Type of Predictive Model for Training Data
US8370279B1 (en) 2011-09-29 2013-02-05 Google Inc. Normalization of predictive model scores
US9043337B1 (en) 2011-11-03 2015-05-26 Yi-Ling Chen Data mining and model generation using an in-database analytic flow generator
US9898393B2 (en) 2011-11-22 2018-02-20 Solano Labs, Inc. System for distributed software quality improvement
US20150161385A1 (en) * 2012-08-10 2015-06-11 Concurix Corporation Memory Management Parameters Derived from System Modeling
US20140046879A1 (en) * 2012-08-13 2014-02-13 Predixion Software, Inc. Machine learning semantic model
CN107885494B (zh) 2013-03-15 2021-09-10 费希尔-罗斯蒙特系统公司 用于分析过程控制数据的方法和计算机系统
US9463334B2 (en) * 2013-03-15 2016-10-11 Varian Medical Systems International Ag Radiation therapy planing using integrated model
CN104951637B (zh) 2014-03-25 2018-04-03 腾讯科技（深圳）有限公司 一种获取训练参数的方法及装置
US10462004B2 (en) 2014-04-15 2019-10-29 Splunk Inc. Visualizations of statistics associated with captured network data
US10078325B2 (en) * 2014-05-06 2018-09-18 Autodesk, Inc. Systems and methods for designing programmable parts for models and optimizing 3D printing
DE112015002433T5 (de) 2014-05-23 2017-03-23 Datarobot Systeme und Techniken zur prädikativen Datenanalytik
US9582261B2 (en) 2014-06-26 2017-02-28 Vmware, Inc. Methods and apparatus to update application deployments in cloud computing environments
US20160132787A1 (en) * 2014-11-11 2016-05-12 Massachusetts Institute Of Technology Distributed, multi-model, self-learning platform for machine learning
US9135559B1 (en) * 2015-03-20 2015-09-15 TappingStone Inc. Methods and systems for predictive engine evaluation, tuning, and replay of engine performance
US9996804B2 (en) * 2015-04-10 2018-06-12 Facebook, Inc. Machine learning model tracking platform
US9684490B2 (en) 2015-10-27 2017-06-20 Oracle Financial Services Software Limited Uniform interface specification for interacting with and executing models in a variety of runtime environments
US10387798B2 (en) 2015-12-16 2019-08-20 Accenture Global Solutions Limited Machine for development of analytical models
US10438132B2 (en) 2015-12-16 2019-10-08 Accenture Global Solutions Limited Machine for development and deployment of analytical models
US11080435B2 (en) 2016-04-29 2021-08-03 Accenture Global Solutions Limited System architecture with visual modeling tool for designing and deploying complex models to distributed computing clusters
US10871753B2 (en) 2016-07-27 2020-12-22 Accenture Global Solutions Limited Feedback loop driven end-to-end state control of complex data-analytic systems

Also Published As

Publication number Publication date
US20170178020A1 (en) 2017-06-22
EP3182283A1 (en) 2017-06-21
US10614375B2 (en) 2020-04-07
US20170178027A1 (en) 2017-06-22
US10438132B2 (en) 2019-10-08
AU2016259298B2 (en) 2017-08-24
SG10201609584VA (en) 2017-07-28
AU2016259298A1 (en) 2017-07-06

Similar Documents

Publication Publication Date Title
MX2016015075A (es) Maquina para el desarrollo y despliegue de modelos analiticos.
MX2016015074A (es) Maquina para el desarrollo de modelos analiticos.
EP3779727A4 (en) DEVICE FOR PREDICTING DANGEROUS BEHAVIOR, DEVICE FOR GENERATING FORECAST MODELS AND PROGRAM FOR PREDICTING DANGEROUS BEHAVIOR
EP3835972A4 (en) DEVICE FOR PREDICTING COGNITIVE DISTURBANCES, DEVICE FOR GENERATING A PREDICTION MODEL AND PROGRAM FOR PREDICTING COGNITIVE DISTURBANCES
GB201305263D0 (en) Multidimensional modeling of software offerings
GB2541625A (en) Systems and techniques for predictive data analytics
EP3780003A4 (en) Prediction system, model generation system, method, and program
IN2013CH04617A (es)
EP3684812A4 (en) ANTI-CTLA4 ANTIBODIES AND USES THEREOF
EP3579160A4 (en) METHOD FOR PRODUCING AN APPROVED MODEL, DEVICE FOR GENERATING A LEARNED MODEL AND DEVICE FOR USING AN APPROVED MODEL
AU2018262455A1 (en) Systems and methods for scenario simulation
GB201716170D0 (en) Controlling user creation of data resources on a data processing platform
EP3451594A4 (en) DEVICE, METHOD AND ORGORIZATION PROGRAM FOR MANAGING NETWORK FUNCTION VIRTUALIZATION
LT2819339T (lt) Komponentų laikmenos aktyvinimas ir pasyvinimas, naudojant išteklių paskirstymą
WO2014031683A3 (en) Hierarchical based sequencing machine learning model
MX2011010196A (es) Metodo y aparato para examinar un programa ejecutable utilizando un modelo.
MX2009007794A (es) Metodo y sistema para crear una salida personalizada.
EP3611983A4 (en) RESOURCE ALLOCATION METHOD, USER EQUIPMENT AND NETWORK DEVICE
EP3779728A4 (en) DEVICE FOR PREDICTING PHENOMENON, DEVICE FOR GENERATING PREDICTIVE MODELS AND PROGRAM FOR PREDICTING PHENOMENON
Toksari et al. Single machine scheduling problems under position-dependent fuzzy learning effect with fuzzy processing times
EP3123417A4 (en) A framework to optimize the selection of projects and the allocation of resources within a structured business organization under time, resource and budget constraints
GB2527990A (en) Push signaling to run jobs on available servers
EP3627404A4 (en) PREDICTION DEVICE, PREDICTION PROCESS, PREDICTION PROGRAM, LEARNING MODEL INPUT DATA PRODUCTION DEVICE, AND LEARNING MODEL INPUT DATA PRODUCTION PROGRAM
GB201804254D0 (en) Resource allocation using a learned model
EP3182279A3 (en) Software-as-a-service reference process extension verification framework