The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Feb. 03, 2015

Filed:

Jan. 28, 2011
Applicants:

Spiros Mancoridis, Philadelphia, PA (US);

Chris Rorres, Wynnewood, PA (US);

Maxim Shevertalov, Phoenixville, PA (US);

Kevin M. Lynch, Mount Laurel, NJ (US);

Edward Stehle, Philadelphia, PA (US);

Inventors:

Spiros Mancoridis, Philadelphia, PA (US);

Chris Rorres, Wynnewood, PA (US);

Maxim Shevertalov, Phoenixville, PA (US);

Kevin M. Lynch, Mount Laurel, NJ (US);

Edward Stehle, Philadelphia, PA (US);

Assignee:

Drexel University, Philadelphia, PA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/32 (2006.01); G06F 21/52 (2013.01); G06F 11/07 (2006.01); G06F 11/00 (2006.01); G06F 11/36 (2006.01); G06F 21/55 (2013.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 11/079 (2013.01); G06F 11/008 (2013.01); G06F 11/0793 (2013.01); G06F 11/3612 (2013.01); G06F 21/554 (2013.01); G06N 5/02 (2013.01);
Abstract

A computational geometry technique is utilized to detect, diagnose, and/or mitigate fault detection during the execution of a software application. Runtime measurements are collected and processed to generate a geometric enclosure that represents the normal, non-failing, operating space of the application being monitored. When collected runtime measurements are classified as being inside or on the perimeter of the geometric enclosure, the application is considered to be in a normal, non-failing, state. When collected runtime measurements are classified as being outside of the geometric enclosure, the application is considered to be in an anomalous, failing, state. In an example embodiment, the geometric enclosure is a convex hull generated in N-dimensional Euclidean space. Appropriate action (e.g., restart the software, turn off access to a network port) can be taken depending on where the measurement values lie in the space.


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