Data processing: database and file management or data structures – Database and file access – Preparing data for information retrieval
Reexamination Certificate
2010-03-12
2011-12-13
Vo, Tim T (Department: 2168)
Data processing: database and file management or data structures
Database and file access
Preparing data for information retrieval
C707S737000
Reexamination Certificate
active
08078619
ABSTRACT:
Messages which are provided to an application are monitored. Similarities between the messages are determined based on a distance algorithm, in one approach, and messages which are similar are assigned to a common group. For example, the messages may be HTTP messages which include a URL, HTTP header parameters and/or HTTP post parameters. The messages are parsed to derive a string which is used in the distance calculations. Additionally, application runtime data such as response times is obtained and aggregated for the group. Further, a representative message can be determined for each group for comparison to subsequent messages. Results can be reported which include a group identifier, representative message, count and aggregated runtime data.
REFERENCES:
patent: 4774681 (1988-09-01), Frisch
patent: 5375199 (1994-12-01), Harrow
patent: 5426730 (1995-06-01), Miyake
patent: 5655081 (1997-08-01), Bonnell
patent: 5784553 (1998-07-01), Kolawa
patent: 5790858 (1998-08-01), Vogel
patent: 5862381 (1999-01-01), Advani
patent: 5898873 (1999-04-01), Lehr
patent: 5940618 (1999-08-01), Blandy
patent: 5978594 (1999-11-01), Bonnell
patent: 5996092 (1999-11-01), Augsburg
patent: 6141699 (2000-10-01), Luzzi
patent: 6260187 (2001-07-01), Cirne
patent: 6263298 (2001-07-01), Kerman
patent: 6266805 (2001-07-01), Nwana
patent: 6282701 (2001-08-01), Wygodny
patent: 6295642 (2001-09-01), Blandy
patent: 6332212 (2001-12-01), Organ
patent: 6332213 (2001-12-01), Grossman
patent: 6530075 (2003-03-01), Beadle
patent: 6611276 (2003-08-01), Muratori
patent: 6643842 (2003-11-01), Angel
patent: 6654741 (2003-11-01), Cohen
patent: 6658367 (2003-12-01), Conrad
patent: 6792460 (2004-09-01), Oulu
patent: 6941367 (2005-09-01), Vosseler
patent: 7076695 (2006-07-01), McGee
patent: 7093013 (2006-08-01), Hornok, Jr.
patent: 7376752 (2008-05-01), Chudnovsky et al.
patent: 7512935 (2009-03-01), Cobb
patent: 7689610 (2010-03-01), Bansal et al.
patent: 2002/0029265 (2002-03-01), Mizoguchi
patent: 2002/0038228 (2002-03-01), Waldorf
patent: 2002/0073195 (2002-06-01), Hellerstein
patent: 2002/0099731 (2002-07-01), Abajian
patent: 2002/0169870 (2002-11-01), Vosseler
patent: 2002/0174222 (2002-11-01), Cox
patent: 2002/0198985 (2002-12-01), Fraenkel
patent: 2003/0009507 (2003-01-01), Shum
patent: 2003/0018909 (2003-01-01), Cuomo
patent: 2003/0065986 (2003-04-01), Fraenkel
patent: 2003/0079160 (2003-04-01), McGee
patent: 2003/0158895 (2003-08-01), Mehra
patent: 2003/0191989 (2003-10-01), O'Sullivan
patent: 2004/0003375 (2004-01-01), George
patent: 2004/0042430 (2004-03-01), Addy
patent: 2004/0068560 (2004-04-01), Oulu
patent: 2004/0075690 (2004-04-01), Cirne
patent: 2004/0078691 (2004-04-01), Cirne
patent: 2004/0123279 (2004-06-01), Boykin
patent: 2004/0215762 (2004-10-01), Oulu
patent: 2004/0215768 (2004-10-01), Oulu
patent: 2004/0254920 (2004-12-01), Brill
patent: 2005/0021748 (2005-01-01), Garcea
patent: 2005/0039187 (2005-02-01), Avakian
patent: 2005/0049924 (2005-03-01), DeBettencourt
patent: 2005/0055437 (2005-03-01), Burckart
patent: 2005/0060372 (2005-03-01), DeBettencourt et al.
patent: 2005/0114508 (2005-05-01), DeStefano
patent: 2005/0149360 (2005-07-01), Galperin
patent: 2005/0228890 (2005-10-01), Lawrence
patent: 2005/0229165 (2005-10-01), Ma
patent: 2006/0095569 (2006-05-01), O'Sullivan
patent: 2006/0095570 (2006-05-01), O'Sullivan
patent: 2006/0104518 (2006-05-01), Yang et al.
patent: 2006/0218143 (2006-09-01), Najork
patent: 2007/0005782 (2007-01-01), Zheng
patent: 2007/0169052 (2007-07-01), John
patent: 2007/0266149 (2007-11-01), Cobb
patent: 2008/0034082 (2008-02-01), McKinney
patent: 2008/0104062 (2008-05-01), Oliver
patent: 2008/0134205 (2008-06-01), Bansal et al.
patent: 1024430 (2000-02-01), None
Non-Final Office Action dated Nov. 1, 2010, U.S. Appl. No. 11/565,723, filed Dec. 1, 2006.
Sahu, Manesh, “Java Server Pages From Scratch,” 2001, Que Publishing, pp. 1-40, 181-261.
Sipser, Michael, “Introduction to the Theory of Computation,” 1997, PWS Publishing Co., pp. 3-4.
Response to Non-Final Office Action dated Jan. 10, 2011, U.S. Appl. No. 11/565,723, filed Dec. 1, 2006.
Notice of Allowance and Fee(s) Due, United States Patent & Trademark Office, U.S. Appl. No. 11/565,723, filed Dec. 1, 2006.
“Using the WorkArea Facility,” Version 4.0, WebSphere Application Server, IBM Corp., Mar. 2001.
Sodhi, et al., “Skeleton Based Performance Prediction on Shared Networks,” CCGRID 2004: The IEEE International Symposium on Cluster Computing and the Grid, Apr. 2005, Chicago, IL.
“JSR 149: Work Area Service for J2EE,” Sun Microsystems, www.jcp.org/en/jsr/detail?id-149&showPrint, printed Aug. 22, 2005.
Natheer Khasawneh. Toward Better Website Usage: Leveraging Data Mining Techniques and Rough Set Learning to Construct Better-To-Use Websites. Dissertation, University of Akron (Aug. 2005). [Retrieved from http://etd.ohiolink.edu/sendpdf.cgi.Khasawneh%20Natheer%20Yousef.pdf?acc—num=akron1120534472 on Nov. 12, 2009].
Ta Runkler; J.C. Bezdek. Web Mining With Relational Clustering. International Journal of Approximate Reasoning. vol. 32 (2003). pp. 217-236.
Foss, et al., “A Non-Parametric Approach to Web Log Analysis,” Presented at Workshop on web Mining Midland Hotel, Chicago, IL (Apr. 7, 2001) [Retrieved from http://citeseerx.ist.psu.edu/viewdoc/summary?doi-1.0.1.1.1.6609 on Nov. 12, 2009].
Fred J. Damerau. A Technique for Computer Detection and Correction of Spelling Errors. Communications of the ACM. vol. 7, No. 3 (Mar. 1964). pp. 171-176.
Office Action dated Sep. 16, 2008 in U.S. Appl. No. 11/565,730, filed Dec. 1, 2006.
Response to Office Action dated Dec. 11, 2008 in U.S. Appl. No. 11/565,730, filed Dec. 1, 2006.
Office Action dated May 13, 2009 in U.S. Appl. No. 11/565,730, filed Dec. 1, 2006.
Response to Office Action dated Jul. 27, 2009 in U.S. Appl. No. 11/565,730, filed Dec. 1, 2006.
Notice of Allowance dated Nov. 2, 2009 in U.S. Appl. No. 11/565,730, filed Dec. 1, 2006.
Office Action dated Nov. 24, 2009 in U.S. Appl. No. 11/565,723, filed Dec. 1, 2006.
Response to Office Action dated Feb. 22, 2010 in U.S. Appl. No. 11/565,723, filed Dec. 1, 2006.
Notice of Allowance dated Jan. 6, 2010 in U.S. Appl. No. 11/565,730, filed Dec. 1, 2006.
Amendment dated Aug. 18, 2010 in U.S. Appl. No. 11/565,723, filed Dec. 1, 2006.
Office Action dated May 19, 2010 in U.S. Appl. No. 11/565,723, filed Dec. 1, 2006.
D. Reilly and M Reilly, Java Network Programming and Distributed Computing, Person Education Inc., Boston, MA, pp. 237-314 (2000).
S. Guha, R. Rastogi, and K. Shim, “ROCK: A Robust Clustering Algorithm for Categorical Attributes,” Proceedings of the 15th International Conference in on Data Engineering, pp. 512-521 (Mar. 23-26, 1999) [retrieved from http://linkinghub.elsevier.com/retrieve/pii/S0306437900000223 on May 17, 2010].
I. Witten and E. Frank, Data Mining: Practical Machine Learning Tools and Techniques with Java Implementations, Morgan Kaufmann Publishers, San Francisco, CA, pp. 210-227, 325-328 (2000).
Addleman Mark J.
Bansal Jyoti Kumar
Seidman David Isaiah
Computer Associates Think Inc.
Koo Gary
Vierra Magen Marcus & DeNiro LLP
Vo Tim T
LandOfFree
Automated grouping of messages provided to an application... does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Automated grouping of messages provided to an application..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Automated grouping of messages provided to an application... will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-4311523