Publications

FirePerf: FPGA-Accelerated Full-System Hardware/Software Performance Profiling and Co-Design

Achieving high-performance when developing specialized hardware/software systems requires understanding and improving not only core …

Co-Design of Deep Neural Nets and Neural Net Accelerators for Embedded Vision Applications

Deep Learning is arguably the most rapidly evolving research area in recent years. As a result, it is not surprising that the design of …

Using FireSim to Enable Agile End-to-End RISC-V Computer Architecture Research

The explosive growth in the RISC-V ecosystem has brought about a multitude of open RTL SoC implementations, as well as broad software …

Nested-Parallelism PageRank on RISC-V Vector Multi-Processors

Graph processing kernels and sparse-representation linear algebra workloads such as PageRank are increasingly used in machine learning …

Co-Design of Deep Neural Nets and Neural Net Accelerators for Embedded Vision Applications

Deep Learning is arguably the most rapidly evolving research area in recent years. As a result it is not surprising that the design of …

Preventing Babel: Rectifying the Trend of Programming Language Divergence

Throughout the history of computers, there has been a proliferation of new programming languages. Programmers have a variety of …

Policy based Role Centric Attribute Based Access Control Model (Policy RC-ABAC)

As network speed and storage capacities are rising faster and higher, the remote storage and ‘cloud’ concept is gaining …