My main research interest is to develop
end-to-end network diagnosis techniques to uncover
dynamic network properties (e.g. congestion
information, bottleneck equivalence, loss rates,
topology, etc.) in a near real-time fashion.
This information can be used to characterize the Internet
dynamics and to dynamically adapt the
control strategies of massively accessed Web servers (e.g.
congestion control, redirection strategies,
etc.) for a more efficient utilization of network resources.
Boston University
Boston, MA
Research Fellow
Fall 1998 to present
Advisor: Prof. Azer Bestavros
Designed, analyzed and implemented a framework
(MINT) that is capable of diagnosing Internet
dynamics. The MINT framework has been
used as part of the MASS and WING networking groups
at Boston University to analyze and characterize
Internet performance and to design content
delivery protocols for massively accessed
web servers. This work resulted in papers at
INFOCOM'02, PAM'02, ICNP'00 and a couple
of other papers under review.
Clemson University
Clemson, SC
Research Assistant
Spring 1996 to Fall 1997
Advisor: Prof. Roy Pargas
I was responsible for implementing
a Balanced Inventory Flow Replenishment System (BIFRS) for
the Department of Defense. BIFRS
is an enterprise-wide constraint management solution to optimize
items distribution on time and at
lowest total cost.
Alexandria
University
Alexandria, Egypt
Research Assistant
Fall 1992 to Summer 1994
Advisor: Prof. Amin Shoukry
Experimented with several supervised
and unsupervised Neural Network models for the speaker
independent recognition of speech
utterances. Different Neural Network objective functions,
methods of features extraction and
ways of end-pointing speech utterances have been
investigated. A new hierarchy consisting
of modules of Time-Delay Neural Networks (TDNN) and
Single Layer Perceptrons (SLP) has
been proposed, analyzed and implemented. This work resulted
in a paper at NSRC'95.