Ghaleb Abdulla works in the Data Science group at LLNL. His research interests include networking, WWW caching, information organization, text and data mining, information storage and retrieval, and digital libraries.
Dr. Abdulla earned his Ph.D. in computer science from Virginia Tech in 1998, and he obtained his M.S. in computer science from the same institution in 1993. He earned his Bachelor Degree in Electrical Engineering from Yarmouk University in Jordan. Before coming to LLNL, Dr. Abdulla worked for the Dow Chemical Company as an Information Technology Specialist.
Ghaleb worked on the DataFoundry project until January of 2004. Currently he is the project lead for REQUEST, a new LDRD addendum to the ICE SI. He also runs the Scientific Data Management (SDM) Seminar.
Abdulla, G., W. Arrighi, T. Critchlow, "Scientific Simulation Data as Data streams", SIGMOD Record, Vol. 33 Num 1, March 2004, PP. 89-94.
B. Lee, T. Critchlow, G. Abdulla, C. Baldwin, R. Kamimura, R. Musick, R. Snapp, and N. Tang, "The Framework for Approximate Queries on Simulation Data," International Journal of Information Sciences, Elsevier Sciences, forthcoming.
Abrams, M., C.R. Standridge, G. Abdulla, S. Williams, and E.A. Fox, "Caching Proxies: Limitations and Potentials," World Wide Web Journal 1, 119-133. Reprinted from Proc. 4th Int. World-Wide Web Conference, Boston, MA, December, 1995.
"Querying Tera-Scale Scientific Simulation Data," University of Central Florida, December 28, 2001.
"Approximate Ad-hoc Query Engine for Simulation Data," University of Vermont, September 10, 2001.
"Querying Scientific Data," SciDAC kickoff meeting, Lawrence Berkeley Lab, July 10, 2001.
"Approximate Ad-hoc Query Engine for Simulation Data," Virginia Polytechnic Institute and State University, June 29, 2001.
"WW Proxy Traffic Modeling," University of Houston, March 2, 2000.
"Web Traffic Modeling," The W3C Web Characterization Workshop Cambridge, MA, November 5, 1998.
Third ACM+IEEE Joint Conference on Digital Libraries, Program Committee Member, May 27-31, 2003 Houston, TX, USA
Joint Conference on Digital Libraries 2002, Program Committee Member, July 14-18, 2002, Portland, OR, USA
The First ACM+IEEE Joint Conference on Digital Libraries, Student Volunteer Chair, June 24-28, 2001, Roanoke, VA, USA
Baldwin, C., G. Abdulla, and T. Critchlow, " Multi-Resolution Modeling of Large scale Scientific Simulation Data," Proceedings of the Twelfth International Conference on Information and Knowledge Management, New Orleans, LA, November 3-8 2003.
Kamimura, R., G. Abdulla, C. Baldwin, T. Critchlow, B. Lee, I. Lozares, R. Musick, and N. Tang, "Use of Numerical Models as Data Proxies for Approximate Ad-Hoc Query Processing," Proceedings of the 7th International Conference on Computer Science and Informatics, Cary, North Carolina, U.S.A., September 26 30, 2003.
Baldwin, C., T. Eliassi-Rad, G. Abdulla, and T. Critchlow, "The Evolution of a Hierarchical Partitioning Algorithm for Large-Scale Scientific Data: Three Steps of Increasing Complexity," Fifteenth Int. Conf. on Scientific and Statistical Data Base Management (SSDBM 2003), Cambridge, MA, July 2003.
Tina Eliassi-Rad, Terence Critchlow, and Ghaleb Abdulla, "Statistical Modeling of Large-Scale Simulation Data," Eighth ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD 2002), Edmonton, Alberta, Canada, July 2002.
Abdulla, Ghaleb, Chuck Baldwin, Terence Critchlow, Roy Kamimura, Ida Lozares, Ron Musick, NuAi Tang, Byung Lee, Robert Snapp, "Approximate Ad-Hoc Query Engine for Simulation Data," Joint Conference on Digital Libraries JCDL-01. June 2001.
Abdulla, Ghaleb, Binzhang Liu, and Edward A. Fox, "Searching the WWW: Implications from Studying Different User Behavior," Proc. WebNet98 Conf., Orlando, FL, November 7-12, 1998.
Liu, Binzhang, Ghaleb Abdulla, Tommy Johnson, and Edward A. Fox, "Web Response Time and Proxy Caching," Proc. WebNet98 Conf., Orlando, FL, November 7-12, 1998.
Ghaleb Abdulla, "Web Traffic Characterization and Information Delivery," Web Characterization Workshop, Cambridge, MA, November 1998. World Wide Web Consortium.
Habib, M.D., G. Abdulla, and E. Fox, "Web Traffic Characterization with Time Zones: Seeking Outside Events that Affect the Traffic to a Distance Learning Server," Proc. Int. Symp. Audio, Video, Image Processing and Intelligent Application (ISAVIIA-98), Germany, 17-21 August 1998.
Abdulla, G., M. Abrams, and E.A. Fox, "Shared User Behavior on the World Wide Web," Proc. WebNet97, Toronto, Canada, October 1997.
Williams, S., M. Abrams, C.R. Standridge, G. Abdulla, and E.A. Fox, "Removal Policies in Network Caches for World-Wide Web Documents," ACM SIGCOMM96 Conf., Stanford University, Palo Alto, CA, August 1996, pp. 293-305.
Abrams, M., S. Williams, G. Abdulla, S. Patel, R. Ribler, and E.A. Fox, "Multimedia Traffic Analysis Using Chitra95," Proc. ACM Multimedia 95, San Francisco, CA, November 1995, pp. 267-276.
T. Eliassi-Rad, C. Baldwin, G. Abdulla, and T. Critchlow. Statistical Modeling of Large-Scale Scientific Simulation Data. New Generation of Data Mining Applications, Eds: J. Zurada and M. Kantardzic, IEEE Press/Wiley Publishers, forthcoming. Refereed Conference Papers/Posters.
Patel, S., G. Abdulla, M. Abrams, and E. Fox, "NMFS: Network Multimedia File System Protocol," Network and Operating System Support for Digital Audio and Video, Lecture Notes in Computer Science 712, P. Venkat Rangan, Ed. (Springer-Verlag, Berlin Heidelberg, 1993). ISBN 3-540-57183-3 and 0-387-57183-3, 328-333. Reprinted from Conf. Proc. 3rd Int. Workshop Network and Operating System Support for Digital Audio and Video, La Jolla, CA, November 12-13, 1992.