Arnab A. Purkayastha

According to our database, Arnab A. Purkayastha authored at least 14 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploring Parallelism in FPGA-Based Accelerators for Machine Learning Applications.

Sed Centeno, Christopher Sprague, Arnab A. Purkayastha, Ray Simar, Neeraj Magotra

CoRR, November, 2025

Evaluating HPC-Style CPU Performance and Cost in Virtualized Cloud Infrastructures.

Jay Tharwani, Shobhit Aggarwal, Arnab A. Purkayastha

CoRR, November, 2025

FPGA or GPU? Analyzing comparative research for application-specific guidance.

Arnab A. Purkayastha, Jay Tharwani, Shobhit Aggarwal

CoRR, November, 2025

2024

A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed Systems.

Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A. Purkayastha, Jagannadh Vempati, Martin Otto, Hamed Tabkhi

IEEE Trans. Knowl. Data Eng., January, 2024

Cost-Performance Evaluation of General Compute Instances: AWS, Azure, GCP, and OCI.

Jay Tharwani, Arnab A. Purkayastha

CoRR, 2024

Federated Learning for Predictive Maintenance: A Survey of Methods, Applications, and Challenges.

Arnab A. Purkayastha, Shobhit Aggarwal

Proceedings of the 67th IEEE International Midwest Symposium on Circuits and Systems, 2024

2023

SecureTrack- A contact tracing IoT platform for monitoring infectious diseases.

Shobhit Aggarwal, Arnab A. Purkayastha

CoRR, 2023

2022

Periodically refreshed quantum thermal machines.

Arnab A. Purkayastha, Giacomo Guarnieri, Steve Campbell, Javier Prior, John Goold

Quantum, September, 2022

A Comprehensive Survey of Graph-based Deep Learning Approaches for Anomaly Detection in Complex Distributed Systems.

Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A. Purkayastha, Jagannadh Vempati, Martin Otto, Hamed Tabkhi

CoRR, 2022

2021

Design Study on Impact of Memory Access Parallelism for Cloud FPGAs.

Arnab A. Purkayastha, Hamed Tabkhi

Proceedings of the 34th IEEE International System-on-Chip Conference, 2021

2020

LLVM-based automation of memory decoupling for OpenCL applications on FPGAs.

Arnab A. Purkayastha, Samuel Rogers, Suhas A. Shiddibhavi, Hamed Tabkhi

Microprocess. Microsystems, 2020

Exploring the Scalability of OpenCL Coarse Grained Parallelism on Cloud FPGAs.

Jhanani Thiagarajan, Arnab A. Purkayastha, Atul Patil, Hamed Tabkhi

Proceedings of the 33rd IEEE International System-on-Chip Conference, 2020

2019

Exploring the Efficiency of OpenCL Pipe for Hiding Memory Latency on Cloud FPGAs.

Arnab A. Purkayastha, Sai Raghavendran, Jhanani Thiagarajan, Hamed Tabkhi

Proceedings of the 2019 IEEE High Performance Extreme Computing Conference, 2019

2018

Taxonomy of Spatial Parallelism on FPGAs for Massively Parallel Applications.

Arnab A. Purkayastha, Suhas Ashok Shiddhibhavi, Hamed Tabkhi

Proceedings of the 31st IEEE International System-on-Chip Conference, 2018