satyajitdas

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Dr. Satyajit Das
Assistant Professor
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Biosketch

Satyajit Das is an Assistant Professor in the Department of Computer Science and Engineering, IIT Palakkad. He received his joint Ph.D. degree from University of South Brittany (UBS), France, and University of Bologna (UniBo), Italy. Prior to joining IIT Palakkad, he was a postdoctoral fellow at LabSTICC, UBS.

Research

His research spans the areas of architecture, methods, and tools for embedded systems, including CGRAs, custom processors, multi-cores, high-level synthesis, and compilers. The main focus of Dr. Das's research is to implement highly energy efficient solutions for digital architectures in the domain of heterogeneous and reconfigurable multi-core System on Chips (SoCs). This includes architectures, design implementation strategies, runtime, and compilation support.

Teaching

CS5509 - Embedded Systems

CS5613 - Cryptography

CS2610 - Computer Organization Lab

CS5104 - Big Data Analytics

CS5102 - System on Chip Design

Research Area
AI on Edge, Computer Architecture
Low Power Design
Reconfigurable Computing
Digital Architecture
Cryptography
High Level Synthesis
CGRA
Additional Information
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Sponsored Projects
Description

Dec 2020 - Funding received from the Science and Engineering Research Board (SERB), Government of India under the scheme of Startup Research Grant (SRG)

Title - Energy-Efficient Multicore Programmable Accelerator for ULP massive edge computing

Funding Amount - INR 16,24,980 for 2 years

Role - Principal Investigator (PI)

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PhD Students
Description

Chilankamol Sunny, 2020 - present

Anju Rose G Punneliparambil, 2020 - present

Shine Parekkadan Sunny, 2020 - present

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B.Tech Students
Description

Alenkruth Murali, Crypto extension of RISCV ISA

Now at M.S. at North Carolina State University

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Events
Description

CREDS Inaugural Symposium - Kerala, India, Feb 22, 2020: Speaker, Organiser

ICASSP 2020 - Barcelona, May 4 - 8, 2020: Session Chair

SiPS 2020 - Virtual conference, 20-22 October 2020: Special Session Chair

PAKDD 2021 - Workshop on Smart and Precise Agriculture: Organizing Committee 

SiPS 2021 - Program Committee Member

HiPC 2021 - Program Committee Member

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Publications
Description

Das, S., Martin, K., Rossi, D., Coussy, P., & Benini, L. (2018). An energy-efficient integrated programmable array accelerator and compilation flow for near-sensor ultralow power processing. IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 38(6), 1095–1108.

Das, S., Rossi, D., Martin, K., Coussy, P., & Benini, L. (2017). A 142MOPS/mW integrated programmable array accelerator for smart visual processing. In 2017 IEEE International Symposium on Circuits and Systems (ISCAS) (pp. 1–4).

Das, S., Peyret, T., Martin, K., Corre, G., Thevenin, M., & Coussy, P. (2016). A scalable design approach to efficiently map applications on cgras. In 2016 IEEE Computer Society Annual Symposium on VLSI (ISVLSI) (pp. 655–660).

Das, S., Martin, K., Coussy, P., Rossi, D., & Benini, L. (2017). Efficient mapping of CDFG onto coarse-grained reconfigurable array architectures. In 2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC) (pp. 127–132).

Prasad, R., Das, S., Martin, K., Tagliavini, G., Coussy, P., Benini, L., & Rossi, D. (2020). TRANSPIRE: An energy-efficient TRANSprecision floating-point Programmable archItectuRE. In 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE) (pp. 1067–1072).

Das, S. (2018). Architecture and Programming Model Support for Reconfigurable Accelerators in Multi-Core Embedded Systems. (Doctoral dissertation, Lorient).

Das, S., Martin, K., Peyret, T., & Coussy, P. (2016). Introduction d'aléas dans le processus de projection d'applications sur CGRA. In Conférence d’informatique en Parallélisme, Architecture et Syst\`eme (COMPAS 2016).

Das, S., Martin, K., & Coussy, P. (2019). Context-memory aware mapping for energy efficient acceleration with cgras. In 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE) (pp. 336–341).

Das, S., Martin, K., Coussy, P., & Rossi, D. (2018). A heterogeneous cluster with reconfigurable accelerator for energy efficient near-sensor data analytics. In 2018 IEEE International Symposium on Circuits and Systems (ISCAS) (pp. 1–5).

Das, A., Das, S., & Bhaumik, J. (2013). Design of RS (255, 251) Encoder and Decoder in FPGA. international journal of soft computing and engineering, 2(6), 2231–2307.

Das, S., & Bhaumik, J. (2014). A Fault Based Attack on MDS-AES.. IJ Network Security, 16(3), 179–184.

Saraswat, V., Feldman, D., Kune, D., & Das, S. (2014). Remote cache-timing attacks against AES. In Proceedings of the First Workshop on Cryptography and Security in Computing Systems (pp. 45–48).

Das, S., Martin, K., & Coussy, P. (2019). Prise en compte de la contrainte de mémoire de programme dans un flot de compilation pour CGRAJournal is required!.

Das, S., Prasad, R., Martin, K., & Coussy, P. (2020). Energy Efficient Acceleration of Floating Point Applications onto CGRA. In ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (pp. 1563–1567).

Jain, H., Rathore, S., Rahoof, T., Chaturvedi, V., & Das, S. (2020). Fast and Efficient Decision-Based Attack for Deep Neural Network on Edge. In 2020 IEEE Workshop on Signal Processing Systems (SiPS) (pp. 1–6).

Prasad, R., Das, S., Martin, K., & Coussy, P. (2021). Floating Point CGRA based Ultra-Low Power DSP Accelerator. Journal of Signal Processing Systems, 1–13.

Recent Publications

Rohit Prasad, Satyajit Das, Kevin J. M. Martin & Philippe Coussy
Journal of Signal Processing Systems (2021)
Satyajit Das, Rohit Prasad, Kevin JM Martin, Philippe Coussy
Proceedings of ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 1 (1) 1563-1567 (2020)
Rohit Prasad, Satyajit Das, Kevin Martin, Giuseppe Tagliavini, Philippe Coussy, Luca Benini and Davide Rossi
Proceedings of Design, Automation & Test in Europe Conference & Exhibition (DATE). IEEE, 2020 ACCEPTED (2020)
Satyajit Das, Kevin JM Martin, Davide Rossi, Philippe Coussy, Luca Benini
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 38 (6) 1095 - 1108 (2019)
Satyajit Das, Kevin Martin, Philippe Coussy
In Poceedings of Design, Automation and Test in Europe Conference (DATE), 2019 1 (1) 336-341 (2019)