Arnab A. Purkayastha

14 papers Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Evaluating HPC-Style CPU Performance and Cost in Virtualized Cloud Infrastructures.
CoRR
Jay Tharwani, Shobhit Aggarwal, Arnab A. Purkayastha
2025 J jnl
Exploring Parallelism in FPGA-Based Accelerators for Machine Learning Applications.
CoRR
Sed Centeno, Christopher Sprague, Arnab A. Purkayastha, Ray Simar, Neeraj Magotra
2025 J jnl
FPGA or GPU? Analyzing comparative research for application-specific guidance.
CoRR
Arnab A. Purkayastha, Jay Tharwani, Shobhit Aggarwal
2024 J jnl
A Survey of Graph-Based Deep Learning for Anomaly Detection in Distributed Systems.
IEEE Trans. Knowl. Data Eng.
Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A. Purkayastha, Jagannadh Vempati, Martin Otto, Hamed Tabkhi
2024 J jnl
Cost-Performance Evaluation of General Compute Instances: AWS, Azure, GCP, and OCI.
CoRR
Jay Tharwani, Arnab A. Purkayastha
2024 — conf
Federated Learning for Predictive Maintenance: A Survey of Methods, Applications, and Challenges.
MWSCAS
Arnab A. Purkayastha, Shobhit Aggarwal
2023 J jnl
SecureTrack- A contact tracing IoT platform for monitoring infectious diseases.
CoRR
Shobhit Aggarwal, Arnab A. Purkayastha
2022 J jnl
A Comprehensive Survey of Graph-based Deep Learning Approaches for Anomaly Detection in Complex Distributed Systems.
CoRR
Armin Danesh Pazho, Ghazal Alinezhad Noghre, Arnab A. Purkayastha, Jagannadh Vempati, Martin Otto, Hamed Tabkhi
2022 J jnl
Periodically refreshed quantum thermal machines.
Quantum
Arnab A. Purkayastha, Giacomo Guarnieri, Steve Campbell, Javier Prior, John Goold
2021 — conf
Design Study on Impact of Memory Access Parallelism for Cloud FPGAs.
SoCC
Arnab A. Purkayastha, Hamed Tabkhi
2020 — conf
Exploring the Scalability of OpenCL Coarse Grained Parallelism on Cloud FPGAs.
SoCC
Jhanani Thiagarajan, Arnab A. Purkayastha, Atul Patil, Hamed Tabkhi
2020 J jnl
LLVM-based automation of memory decoupling for OpenCL applications on FPGAs.
Microprocess. Microsystems
Arnab A. Purkayastha, Samuel Rogers, Suhas A. Shiddibhavi, Hamed Tabkhi
2019 — conf
Exploring the Efficiency of OpenCL Pipe for Hiding Memory Latency on Cloud FPGAs.
HPEC
Arnab A. Purkayastha, Sai Raghavendran, Jhanani Thiagarajan, Hamed Tabkhi
2018 — conf
Taxonomy of Spatial Parallelism on FPGAs for Massively Parallel Applications.
SoCC
Arnab A. Purkayastha, Suhas Ashok Shiddhibhavi, Hamed Tabkhi