Aswathy Ravikumar

According to our database, Aswathy Ravikumar authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of eight.
• Erdős number of seven.

2023

Real-time pneumonia prediction using pipelined spark and high-performance computing.

Aswathy Ravikumar, Harini Sriraman

PeerJ Comput. Sci., 2023

A Novel Mixed Precision Distributed TPU GAN for Accelerated Learning Curve.

Aswathy Ravikumar, Harini Sriraman

Comput. Syst. Sci. Eng., 2023

Computationally Efficient Neural Rendering for Generator Adversarial Networks Using a Multi-GPU Cluster in a Cloud Environment.

Aswathy Ravikumar, Harini Sriraman

IEEE Access, 2023

2022

Effect of neural network structure in accelerating performance and accuracy of a convolutional neural network with GPU/TPU for image analytics.

Aswathy Ravikumar, Harini Sriraman, P. Maruthi Sai Saketh, Saddikuti Lokesh, Abhiram Karanam

PeerJ Comput. Sci., 2022

Single Node Acceleration of Generative Adversarial Networks using HPC for Image Analytics.

Aswathy Ravikumar, Harini Sriraman

Proceedings of the 2022 5th International Conference on Computational Intelligence and Intelligent Systems, 2022

2021

Non-relational multi-level caching for mitigation of staleness & stragglers in distributed deep learning.

Aswathy Ravikumar

Proceedings of the Middleware 2021: Proceedings of the 22nd International Middleware Conference: Doctoral Symposium, 2021