Zementis and BigInsights help companies easily deploy, execute and integrate scalable standards-based predictive analytics. This joint solution combines the Zementis Universal PMML Plug-in (UPPI) for execution of predictive analytics with IBM Infosphere BigInsights. It is applicable to batch processing and real-time streaming analytics. 

UPPI for BigInsights allows for predictive models to be executed in batch or real-time, using Hive, Spark or Storm. Using Hive, UPPI turns predictive models into Hive UDFs (User-defined Functions). These can then be invoked directly in HiveQL. In Spark, PMML models become functions and in Apache Storm models are represented as a bolt. UPPI offers users the ideal combination of open standards and scalability for the application of predictive analytics

UPPI for IBM Infosphere BigInsights delivers instant and scalable scoring for Big Data while retaining compatibility with most major data mining tools through the PMML Standard. It also brings the scalability of Hadoop to the execution of predictive analytics

Universal PMML Plug-in: Features

The Universal PMML Plug-in fully supports the Predictive Model Markup Language (PMML), the de-facto standard for data mining applications. PMML, developed by the Data Mining Group, provides a standard way for an application to define predictive analytic solutions so that they can be easily shared with any other application that supports PMML


Business information

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  • Functional details

    With PMML, the Plug-in delivers a wide range of predictive analytics for high performance scoring, including: • Decision Trees for classification and regression • Neural Network Models: Back-Propagation, Radial-Basis Function, and Neural-Gas • Support Vector Machines for regression, binary and multi-class classification • Linear and Logistic Regression (binary and multinomial) • Naïve Bayes Classifiers • General and Generalized Linear Models • Cox Regression Models • Rule Set Models (flat decision trees) • Clustering Models: Distribution-Based, Center-Based, and 2-Step Clustering • Scorecards (including reason codes) • Association Rules • Multiple Models: Model ensemble, segmentation, chaining and composition

  • Competitive advantage

    The Universal PMML Plug-in (UPPI) shortens time to market for predictive insights and empowers users through instant deployment and execution of predictive models.  It implements one common standard and process for the operational deployment of data science.

    • Dramatically reduces time-to-insight for critical business decisions that benefit from predictive analytics
    • Maximizes the value of existing IT infrastructure to drive capital efficiency
    • Enhances governance and security, not just of the data, but also of the predictive analytics

    Zementis brings rapid predictive model deployment and operational predictive analytics to a wide variety of IBM solutions and platforms, including WebSphere, BigInsights, Hadoop, InfoSphere Streams and zSystems Mainframe.

  • Industries

    Computer Services Industry
       Prepackaged Software

  • Solution areas

    Cross industry
       Business Intelligence
          Data Mining

  • Customer size

    Small Business (50 to 99 employees)
    Midmarket Business (100 to 499 employees)
    Midmarket Business (500 to 1000 employees)
    Large Business (greater than 1000 employees)

  • Languages supported

    English

  • Countries/regions available for distribution

    Algeria , Angola , Benin , Botswana , Bouvet Island , Burkina Faso , Burundi , Cameroon , Cape Verde , Central African Republic , Chad , Comoros , Congo , Congo, The Democratic Republic of the , Côte d'Ivoire , Djibouti , Equatorial Guinea , Eritrea , Ethiopia , Gabon , Gambia , Ghana , Guinea , Guinea-Bissau , Kenya , Lesotho , Liberia , Madagascar , Malawi , Mali , Mauritania , Mauritius , Mayotte , Morocco , Mozambique , Namibia , Niger , Nigeria , Rwanda , Réunion , Senegal , Seychelles , Sierra Leone , Somalia , South Africa , Swaziland , São Tome and Principe , Tanzania, United Republic of , Togo , Tunisia , Uganda , Western Sahara , Zambia , Zimbabwe

    Anguilla , Antigua and Barbuda , Argentina , Aruba , Bahamas , Barbados , Belize , Bermuda , Bolivia , Brazil , Canada , Cayman Islands , Chile , Colombia , Costa Rica , Dominica , Dominican Republic , Ecuador , El Salvador , Falkland Islands (Malvinas) , French Guiana , Greenland , Grenada , Guadeloupe , Guatemala , Guyana , Haiti , Honduras , Jamaica , Martinique , Mexico , Montserrat , Netherlands Antilles , Nicaragua , Panama , Paraguay , Peru , Puerto Rico , Saint Kitts and Nevis , Saint Lucia , Saint Pierre and Miquelon , Saint Vincent and the Grenadines , South Georgia and the South Sandwich Islands , Suriname , Trinidad and Tobago , Turks and Caicos Islands , United States , Uruguay , Venezuela , Virgin Islands, British , Virgin Islands, U.S.

    American Samoa , Australia , Azerbaijan , Bangladesh , Bhutan , British Indian Ocean Territory , Brunei Darussalam , Cambodia , China , Christmas Island , Cocos (Keeling) Islands , Cook Islands , Fiji , French Polynesia , Guam , Hong Kong S.A.R. of China , India , Indonesia , Japan , Kazakhstan , Kiribati , Korea, Republic of , Kyrgyzstan , Lao People's Democratic Republic , Macao S.A.R. of China , Malaysia , Marshall Islands , Micronesia, Federated States of , Mongolia , Myanmar , Nepal , New Caledonia , New Zealand , Norfolk Island , Northern Mariana Islands , Palau , Papua New Guinea , Philippines , Samoa , Singapore , Sri Lanka , Taiwan , Tajikistan , Thailand , Timor-Leste , Turkmenistan , Viet Nam

    Åland Islands , Albania , Andorra , Armenia , Austria , Belarus , Belgium , Bosnia and Herzegovina , Bulgaria , Croatia , Cyprus , Czech Republic , Denmark , Estonia , Faroe Islands , Finland , France , Georgia , Germany , Gibraltar , Greece , Holy See (Vatican City State) , Hungary , Iceland , Ireland , Italy , Latvia , Liechtenstein , Lithuania , Luxembourg , Macedonia, The former Yugoslav Republic of , Malta , Moldova, Republic of , Monaco , Montenegro , Netherlands , Norway , Poland , Portugal , Romania , Russian Federation , San Marino , Serbia , Slovakia , Slovenia , Spain , Svalbard and Jan Mayen , Sweden , Switzerland , Turkey , Ukraine , United Kingdom , Uzbekistan

    Afghanistan , Bahrain , Egypt , Iraq , Israel , Jordan , Kuwait , Lebanon , Oman , Pakistan , Palestinian Territory, Occupied , Qatar , Saudi Arabia , United Arab Emirates , Yemen

    Antarctica , French Southern Territories , Heard Island and McDonald Islands , Maldives , Nauru , Niue , Pitcairn , Saint Helena , Solomon Islands , Tokelau , Tonga , Tuvalu , United States Minor Outlying Islands , Vanuatu , Wallis and Futuna


Technical information

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  • Hardware/OS platforms

    Other Operating Systems
       Cluster 1350
       System Cluster 1600
       Hewlett-Packard servers (incl. Compaq)
       Other non-IBM servers
       Fujitsu Siemens servers
       Sun Microsystems servers
       Dell servers
       System x
       IBM Systems: Power


Date last modified:    Sep 10, 2015


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Contact information

Jackie Jaeger
+1 (619) 330 0780 x 2000


Company

Zementis
3570 Carmel Mountain Road
Suite 300
San Diego, CA 92130
United States

+1 619 3300780



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