Hitachi, Ltd.

Koichiro Iijima

Hideki Nakamura

Chetan Kumar Gupta

Tohru Watanabe

Takaharu Ishida

Song Wang

Yoshiyuki Tajima

Example implementations described herein are directed to a meta-data processing system that supports the creation and deployment of the Analytical Solution Modules in development of industrial analytics. The example implementations described herein can involve a first system configured to be directed to a data scientist for receiving flow and operator definitions to generate an analytics library, which is provided to a second system configured to be directed to a domain expert for applying the analytics library to generate analytics modules to be executed on data input to the second system.

System for building, managing, deploying and executing reusable analytical solution modules for industry applications

A calculation device is provided that executes calculations within real-time restrictions. The calculation device implements a step of predicting a processing time of a calculation related to the amount and property of input data based on a prediction model; a step of adjusting the processing time by decreasing the amount of data used for the calculation or decreasing the number of iterative calculations when the processing time exceeds a time slice allocated to the calculation; a step of executes the calculation using the adjusted processing time; a step of updating, as required, the prediction model used for predicting the processing time according to the result of the calculation which is executed in a period where the calculation is not performed while implementing a change of the amount of data or the number of iterative calculations or change to an approximation.

Predictive sequential calculation device

Growing community of inventors

Los Gatos, CA, United States of America

Koichiro Iijima