Skip to main content Accessibility help
×
Hostname: page-component-cd9895bd7-q99xh Total loading time: 0 Render date: 2024-12-26T21:01:14.600Z Has data issue: false hasContentIssue false

8 - GPU for Spatial Data: A Case Study in Pathology Imaging Applications

Published online by Cambridge University Press:  21 November 2024

Xiaodong Zhang
Affiliation:
The Ohio State University
Rubao Lee
Affiliation:
The Ohio State University
Get access

Summary

Focusing on the intricate world of spatial data management, this chapter offers an in-depth analysis of how spatial data management tasks, specifically in the context of pathology imaging applications, are approached and optimized on traditional CPU-based computing platforms versus GPU-accelerated platforms. Employing a case-study methodology, the chapter not only delves into the specifics of these applications but also extrapolates broader methodologies and strategies for leveraging advanced hardware to enhance application performance.

Type
Chapter
Information
Data Management
Interactions with Computer Architecture and Systems
, pp. 203 - 236
Publisher: Cambridge University Press
Print publication year: 2024

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

Save book to Kindle

To save this book to your Kindle, first ensure [email protected] is added to your Approved Personal Document E-mail List under your Personal Document Settings on the Manage Your Content and Devices page of your Amazon account. Then enter the ‘name’ part of your Kindle email address below. Find out more about saving to your Kindle.

Note you can select to save to either the @free.kindle.com or @kindle.com variations. ‘@free.kindle.com’ emails are free but can only be saved to your device when it is connected to wi-fi. ‘@kindle.com’ emails can be delivered even when you are not connected to wi-fi, but note that service fees apply.

Find out more about the Kindle Personal Document Service.

Available formats
×

Save book to Dropbox

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Dropbox.

Available formats
×

Save book to Google Drive

To save content items to your account, please confirm that you agree to abide by our usage policies. If this is the first time you use this feature, you will be asked to authorise Cambridge Core to connect with your account. Find out more about saving content to Google Drive.

Available formats
×