Scaledeep: A scalable compute architecture for learning and evaluating deep networks

…, D Das, S Avancha, A Jagannathan… - Proceedings of the 44th …, 2017 - dl.acm.org
Deep Neural Networks (DNNs) have demonstrated state-of-the-art performance on a broad
range of tasks involving natural language, speech, image, and video processing, and are …

Placement-driven technology mapping for LUT-based FPGAs

JY Lin, A Jagannathan, J Cong - Proceedings of the 2003 ACM/SIGDA …, 2003 - dl.acm.org
In this paper, we study the problem of placement-driven technology mapping for table-lookup
based FPGA architectures to optimize circuit performance. Early work on technology …

Instruction set extension with shadow registers for configurable processors

J Cong, Y Fan, G Han, A Jagannathan… - Proceedings of the …, 2005 - dl.acm.org
Configurable processors are becoming increasingly popular for modern embedded systems
(especially for the field-programmable system-on-a-chip). While steady progress has been …

An automated design flow for 3D microarchitecture evaluation

J Cong, A Jagannathan, Y Ma, G Reinman… - Proceedings of the …, 2006 - dl.acm.org
Although the emerging three-dimensional integration technology can significantly reduce
interconnect delay, chip area, and power dissipation in nanometer technologies, its impact on …

Microarchitecture evaluation with physical planning

J Cong, A Jagannathan, G Reinman… - Proceedings of the 40th …, 2003 - dl.acm.org
Conventionally, microarchitecture designs are mainly guided by the maximum throughput (measured
as IPC) and fail to evaluate the impact of architectural decisions on the physical …

[PDF][PDF] Timing driven maze routing

SW Hur, A Jagannathan, J Lillis - … of the 1999 international symposium on …, 1999 - dl.acm.org
This paper studies a natural formulation of the timing driven maze routing problem. A multi-graph
model appropriate for global routing applications is adopted; the model naturally …

[PDF][PDF] Applications of shortest path algorithms to VLSI layout problems

A Jagannathan - 2000 - cs.uic.edu
Due to the natural interpretation of a circuit as a graph model, a lot of research has been
done on efficiently applying graph-theoretic algorithms to VLSI layout problems. In this thesis, …

Accelerating sequential applications on CMPs using core spilling

J Cong, G Han, A Jagannathan… - … on Parallel and …, 2007 - ieeexplore.ieee.org
Chip multiprocessors (CMPs) provide a scalable means of exploiting thread-level parallelism
for multitasking or multithreaded applications. However, single-threaded applications will …

A fast algorithm for context-aware buffer insertion

A Jagannathan, SW Hur, J Lillis - ACM Transactions on Design …, 2002 - dl.acm.org
We study the problem of performing buffer insertion in the context of a given layout. In a practical
situation, there are restrictions on where buffers may be inserted; for instance, it may be …

Microarchitecture evaluation with floorplanning and interconnect pipelining

A Jagannathan, HH Yang, K Konigsfeld… - Proceedings of the …, 2005 - dl.acm.org
As microprocessor technology continues to scale into the nanometer regime, recent studies
show that interconnect delay will be a limiting factor for performance, and multiple cycles will …