Farhad Merchant

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Biography

Farhad Merchant received his PhD from Indian Institute of Science, Bangalore (India) in 2016. His PhD thesis title was "Algorithm-Architecture Co-design for Dense Linear Algebra Computations". He worked as a postdoctoral research fellow at Nanyang Technological University (NTU), Singapore from March 2016 to December 2016. In December 2016, he moved to Corporate Research in Robert Bosch in Bangalore as a Researcher where he worked on numerical methods for ordinary differential equations. He joined Institute for Communication Technologies and Emebdded Systems, RWTH Aachen University in December 2017 as a postdoctoral research fellow in the Chair for Software for Systems on Silicon . 

Research Interests

  • Hardware Security
  • Hardware Assisted Security
  • Computer Architecture
  • Performance Modeling
  • Computer Arithmetic

Publications

Merchant, F., Vatwani, T., Chattopadhyay, A., Raha, S., Nandy, S. K., Narayan, R. and Leupers, R.: Applying Modified Householder Transform to Kalman Filter, in Proceedings of the International Conference on VLSI Design (VLSID) Jan/2019 , accepted for publication


Merchant, F., Vatwani, T., Chattopadhyay, A., Raha, S., Nandy, S. K., Narayan, R. and Leupers, R.: A Systematic Approach for Acceleration of Matrix-Vector Operations in CGRA through Algorithm-Architecture Co-design, in Proceedings of the International Conference on VLSI Design (VLSID) Jan/2019 , accepted for publication


Merchant, F., Vatwani, T., Chattopadhyay, A., Raha, S., Nandy, S. K. and Narayan, R.: Achieving Efficient Realization of Kalman Filter on CGRA through Algorithm-Architecture Co-design, in Applied Reconfigurable Computing May/2018 , 10.1007/978-3-319-78890-6


Merchant, F., Vatwani, T., Chattopadhyay, A., Raha, S., Nandy, S. K. and Narayan, R.: Efficient Realization of Householder Transform through Algorithm-Architecture Co-design for Acceleration of QR Factorization, In IEEE Transactions on Parallel and Distributed Systems Mar/2018 , 10.1109/TPDS.2018.2803820 ©2018 IEEE


Chaurasiya, R., John, G., Shrestha, R., Jonathan, N., Sangeeth, N., Kaustav, N., Merchant, F. and Leupers, R.: Parameterized Posit Arithmetic Hardware Generator, in Proceedings of the International Conference on Computer Design (ICCD) , p. 8 2018 , accepted for publication ©2018 IEEE


Merchant, F., Chattopadhyay, A., Raha, S., Nandy, S. K. and Narayan, R.: Accelerating BLAS and LAPACK via Efficient Floating Point Architecture Design, In Parallel Processing Letters Vol. 27 , p.p. 1--17 , No. 03n04 Dec/2017 , 10.1142/S0129626417500062


Bhattacharjee, D., Merchant, F. and Chattopadhyay, A.: Enabling in-memory computation of binary {BLAS} using ReRAM crossbar arrays, in VLSI-SoC Sep/2016 , ISBN: 978-1-50903-561-8 , 10.1109/VLSI-SoC.2016.7753568 ©2016 IEEE


Merchant, F., Vatwani, T., Chattopadhyay, A., Raha, S., Nandy, S. K. and Narayan, R.: Achieving Efficient QR Factorization by Algorithm-Architecture Co-design of Householder Transformation, in VLSI Design , p.p. 98--103 2016 , ISBN: 978-1-46738-700-2 , 10.1109/VLSID.2016.109 ©2016 IEEE


Merchant, F., Nimash, C., Nandy, S. K. and Narayan, R.: Efficient Realization of Table Look-Up Based Double Precision Floating Point Arithmetic, in VLSI Design , p.p. 415--420 2016 , ISBN: 978-1-46738-700-2 , 10.1109/VLSID.2016.113 ©2016 IEEE


Merchant, F., Maity, A., Mahadurkar,, M., Vatwani, K., Munje, I., Krishna C, M., Sivanandan, N., Gopalan, N., Raha, S., Nandy, S. K. and Narayan, R.: Micro-architectural Enhancements in Distributed Memory CGRAs for LU and QR Factorizations, in VLSI Design , p.p. 153--158 2015 , ISBN: 978-1-47996-658-5 , 10.1109/VLSID.2015.31 ©2015 IEEE


Rákossy, Z. E., Merchant, F., Acosta Aponte, A., Nandy, S. K. and Chattopadhyay, A.: Scalable and Energy-Efficient Reconfigurable Accelerator for Column-Wise Givens Rotation, in 22nd IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC) , (Playa-del-Carmen, Mexico) , IEEE, Oct/2014 , 10.1109/VLSI-SoC.2014.7004166 ©2014 IEEE


Rákossy, Z. E., Merchant, F., Acosta Aponte, A., Nandy, S. K. and Chattopadhyay, A.: Efficient and Scalable CGRA-based Implementation of Column-wise Givens Rotation, in 25th IEEE International Conference on Application-specific Systems, Architectures and Processors , (Zuerich, Switzerland) Jun/2014 , 10.1109/ASAP.2014.6868659 ©2014 IEEE


Merchant, F., Chattopadhyay, A., Garga, G., Nandy, S. K. and Narajan, R.: Efficient QR Decomposition Using Low Complexity Column-wise Givens Rotation (CGR) , in 27th International Conference on VLSI Design, IIT Bombay, Mumbai India January 7-9 , p.p. 258 - 263 2014 , 10.1109/VLSID.2014.51 ©2014 IEEE


Das, S., Madhu, K., Krishna C, M., Sivanandan, N., Merchant, F., Biswas, I., Pulli, A., Nandy, S. K. and Narayan, R.: A framework for post-silicon realization of arbitrary instruction extensions on reconfigurable data-paths., In Journal of Systems Architecture - Embedded Systems Design Vol. 60 , p.p. 592--614 , No. 7 2014 , 10.1016/j.sysarc.2014.06.002


Mahadurkar,, M., Merchant, F., Maity, A., Vatwani, K., Munje, I., Gopalan, N., Nandy, S. K. and Narayan, R.: Co-exploration of NLA kernels and specification of Compute Elements in distributed memory CGRAs, in SAMOS 2014 , p.p. 225--232 2014 , 10.1109/SAMOS.2014.6893215 ©2014 IEEE