Aswathy Ravikumar

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Real Time Rendering

Neural Network Structure

Computationally Efficient

Learning Curves

Top Venues

PeerJ Comput. Sci.

Middleware Doctoral Symposium

Comput. Syst. Sci. Eng.

Publications

Aswathy Ravikumar, Harini Sriraman
A Novel Mixed Precision Distributed TPU GAN for Accelerated Learning Curve. Comput. Syst. Sci. Eng. 46 (1) (2023)
Aswathy Ravikumar, Harini Sriraman
Computationally Efficient Neural Rendering for Generator Adversarial Networks Using a Multi-GPU Cluster in a Cloud Environment. IEEE Access 11 (2023)
Aswathy Ravikumar, Harini Sriraman
Real-time pneumonia prediction using pipelined spark and high-performance computing. PeerJ Comput. Sci. 9 (2023)
Aswathy Ravikumar, Harini Sriraman, P. Maruthi Sai Saketh, Saddikuti Lokesh, Abhiram Karanam
Effect of neural network structure in accelerating performance and accuracy of a convolutional neural network with GPU/TPU for image analytics. PeerJ Comput. Sci. 8 (2022)
Aswathy Ravikumar, Harini Sriraman
Single Node Acceleration of Generative Adversarial Networks using HPC for Image Analytics. CIIS (2022)
Aswathy Ravikumar
Non-relational multi-level caching for mitigation of staleness & stragglers in distributed deep learning. Middleware Doctoral Symposium (2021)