SCHEDULE: NOV 16-22, 2013
When viewing the Technical Program schedule, on the far righthand side is a column labeled "PLANNER." Use this planner to build your own schedule. Once you select an event and want to add it to your personal schedule, just click on the calendar icon of your choice (outlook calendar, ical calendar or google calendar) and that event will be stored there. As you select events in this manner, you will have your own schedule to guide you through the week.
Taxonomy Cube: A Multi-Dimension Application-to-Architecture Mapping
SESSION: Doctoral Showcase - Early Research Showcase
EVENT TYPE: Doctoral Showcase - Early Research Showcases
TIME: 3:30PM - 5:00PM
SESSION CHAIR: Wojtek James Goscinski
Presenter(s):Karan Sapra
ROOM:601/603
ABSTRACT:
High application performance greatly depends on the choice of accelerator for the given application. In this paper, we propose an Application-to-Algorithm (A2A) Taxonomy Cube, that maps an application from the algorithm space to an appropriate accelerator in the architecture space for optimal performance. The Taxonomy Cube is based on four major application performance factors, labeled performance dimensions, including computation-to-communication ratio, FLOPs (floating-point operations) to Non-FLOPs, device memory accesses, and Non-Uniform Memory Accesses (NUMA). We aim to evaluate the accuracy of A2A mapping by executing diverse representative applications on target architectures and formulation of performance models that will allow developers to further fine-tune their applications, once an appropriate A2A mapping is identified. The final research goal is to provide a set of guidelines for optimal A2A in the form of a Taxonomy Cube.
Chair/Presenter Details:
Wojtek James Goscinski (Chair) - Monash University
Karan Sapra - Clemson University
Click here to download .ics calendar file
