International Business Machines Corporation

Sandeep Patil Ramesh

Gandhi Sivakumar

Faried Abrahams

Lennox Epstein Thomas

Vijayaganesh Subramanian

Matthew B Trevathan

Sri Ramanathan

Abhinay Ravinder Nagpal

Sarbajit Kumar Rakshit

Prepending a name object or setting a type of a software object to a name and prepending a value object to the software object provides inheritance of a name value pattern by the software object to establish particular types or classes of attributes of the software object without modification of the software object itself that is thus strongly typed and accessible by type.

Method and apparatus for enabling agile development of services in cloud computing and traditional environments

Aspects of the invention provide for automatically selecting optimal fetch settings for business processes as a function of database query load and relational context by monitoring usage of a data retrieval point with respect to a defined unit of work. A multilayer feed-forward neural network is used to predict, as a function of training sets composed of historical data generated by the monitored usage of the data retrieval point, a future value of a data size of results from an eager fetch setting for the data retrieval point. The eager fetch is automatically revised to a lazy fetch setting in response to determining that the future data size value of the eager fetch setting results is larger than a permissible memory resource threshold.

Optimal persistence of a business process

In developing custom programming, particularly for clients or tenants of a cloud computing environment, following pointers from a candidate, existing object of interest vertically to obtain inherited attributes and horizontally to obtain encapsulated properties and presenting such attributes and properties to a software developer for editing and inclusion in custom object-oriented programming facilitates and expedites accommodation of requirements of model based design for potential or existing tenants or clients of a cloud computing environment.

Method and apparatus for enabling layered property definition in traditional and cloud computing environments

Aspects of the invention provide for automatically selecting optimal fetch settings for business processes as a function of database query load and relational context by determining whether data loaded for data retrieval points is dependent upon a query result from another query process and automatically selecting an eager fetch setting if dependent upon a query result from another query process, or a lazy fetch setting if not. Usage of the data retrieval points is monitored with respect to defined units of work to define retrieval patterns and automatically update the fetch settings, including by revising selected eager fetch settings to lazy fetch settings if a data size of a defined retrieval pattern is larger than a permissible memory resource threshold.

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Pune, India

Sandeep Patil Ramesh