International Business Machines Corporation

University Health Network

Igor Jurisica

Frances A Shepherd

Sandy D Der

Enzo Cialini

Paul Boutros

Julie Frances Waterhouse

Homayoun Dayani-Fard

Edward Guangyuan Xia

Dan Strumpf

Lesley Seymour

Ming-Sound Tsao

Keyue Ding

Chang-Qi Zhu

Ming Sound Tsao

Suzanne Lau

Melania Pintilie

Linda Penn

Illustrative embodiments provide a computer implemented method, a data processing system and a computer program product for scalable scheduling of tasks in heterogeneous systems is provided. According to one embodiment, the computer implemented method comprises fetching a set of tasks to form a received input, estimating run times of tasks, calculating average estimated completion times of tasks, producing a set of ordered tasks from the received input to form a task list, identifying a machine to be assigned, and assigning an identified task from the task list to an identified machine.

Scalable scheduling of tasks in heterogeneous systems

The application provides methods of prognosing and classifying lung cancer patients into poor survival groups or good survival groups and for determining the benefit of adjuvant chemotherapy by way of a multigene signature. The application also includes kits and computer products for use in the methods of the application.

Prognostic and predictive gene signature for non-small cell lung cancer and adjuvant chemotherapy

The invention provides methods of prognosing and classifying lung cancer patients into poor survival groups or good survival groups. The invention also includes kits for use in the methods of the invention.

Materials and methods for prognosing lung cancer survival

A repository-based reverse engineering system for software systems and particularly legacy software systems. The reverse engineering system includes a graph-based data repository which holds data extracted from the source code in the software system. The graph-based data repository holds the data in a semi-structured form. The reverse engineering system includes mechanisms for constructing views on top of the extracted data and mechanisms for creating model abstractions on top of the views. The graph-based data repository provides flexible search and browse capabilities including pattern matching, structural searching, fuzzy and incomplete searching, and similarity-based searching. The system further includes an interface facility for external tools. The repository-based reverse engineering system enables integration of heterogeneous information sources, integration of external visualization and analytical tools, and searching and browsing facilities.

Dynamic semi-structured repository for mining software and software-related information

Growing community of inventors

Toronto, Canada

Igor Jurisica