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Advanced Circuits, Architecture, and Computing Lab
Research Overview
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My primary research interests are in: (1) Computer architecture &
VLSI covering modeling and analysis of microarchitectural
(computational, communication, and storage) components of current and
future (CMOS and beyond-CMOS) nanoscale systems and design techniques
to optimize them w.r.t. their: (i) performance: memory and
interconnect latency, bandwidth, and capacity; (ii) energy:
leakage and dynamic, active and standby; (iii) dependability:
tolerance to process, voltage, and temperature (PVT) variations and to
soft and hard errors, and security; and (iv) cost: area, design,
and time-to-market costs, functional and parametric yields, and design
for manufacturability. (2) Parallel & high-performance computing
encompassing: (i) algorithmic techniques: data management, load
balancing, memory-hierarchy awareness, efficient communication,
computational recovery and steering, adaptation to problem and
computing system characteristics, and satisfying QoS requirements; (ii)
applications: discrete optimization, computational biology, and
data mining; and (iii) problem-solving environments. I combine
theoretical and analytical methods with design, simulation, and
implementation to address practical challenges. I am interested in
multidisciplinary approaches where appropriate and in integrating
research with education activities. For information on specific
projects in progress, selected publications, people involved, and
sponsors, click on the links above or on the left.
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Electrical and Computer Engineering
