BigML PredictServer

The BigML PredictServer is a dedicated machine image that you can deploy in your own AWS account to create blazingly fast predictions from your BigML models and ensembles. PredictServer is ideal for real-time scoring and/or for very large batch predictions (millions and upwards).


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    Latest Version

    20141231-00


    Operating System

    Linux/Unix, Ubuntu Ubuntu Server 12.04 LTS


    Delivery Method

    64-bit Amazon Machine Image (AMI) (Read more)



    AWS Services Required

    Amazon EC2, Amazon EBS


    Highlights

    • Dedicated in-memory prediction server guarantees fast and consistent prediction rates. And the built-in dashboard makes it easy to track performance.
    • Models and Ensembles are cached directly from bigml.io and predicitons can be created with API calls similar to that of the BigML.io API and/or through BigML's command line tool bigmler.
    • Deploy in a region closer to your application servers to reduce latency, or even in a VPC.

    Product Description

    The BigML PredictServer is a dedicated machine image that you can deploy in your own AWS account to create blazingly fast predictions from your BigML models and ensembles. PredictServer is ideal for real-time scoring and/or for very large batch predictions (millions and upwards).

    Product Details

    • Version: 20141231-00
    • Available on AWS Marketplace Since: 10/18/2013

    Resources

    Usage Instructions

    In order to begin making predictions, there are a few steps that must be completed. First, you need to change the auth_token. Then you will need to configure the list of BigML user names that should have access to the prediction server. Once that is done, you can use the server to make predictions in the same way as bigml.io, just by changing the domain name to the IP or host-name of the instance. More detailed instructions are available here: https://bigml.com/predictserver

    Read more

    Support Details

    BigML PredictServer

    Please allow 24 hours

    https://bigml.com/developers/support or support@bigml.com

    AWS Infrastructure

    AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services. Learn more

    Refund Policy

    BigML currently does not support refunds for PredictServer

    End User License Agreement

    By subscribing to this product you agree to terms and conditions outlined in the product End User License Agreement (EULA).

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    You will have an opportunity to review your order before launching or being charged.

    Pricing Information

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    Pricing Details

    Software pricing is based on your chosen options, such as subscription term and AWS region. Infrastructure prices are estimates only. Final prices will be calculated according to actual usage and reflected on your monthly report.
    Software Pricing
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    Infrastructure Pricing
    Total hourly price will vary by instance type and EC2 region. Click here for full EC2 pricing

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