Aswathy Ravikumar

According to our database, Aswathy Ravikumar authored at least 10 papers between 2021 and 2025.

Collaborative distances:

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

2025

Intelligence of Things: A Spatial Context-Aware Control System for Smart Devices.

Sukanth Kalivarathan, Muhmmad Abrar Raja Mohamed, Aswathy Ravikumar, S. Harini

CoRR, April, 2025

Nomad Analytix: Text-rich visual reasoning using vision models for insights and recommendations.

Sai Jeevan Puchakayala, Allen Bijo T., Aswathy Ravikumar, Harini Sriraman

Softw. Impacts, 2025

2024

Alleviation of Health Data Poverty for Skin Lesions Using ACGAN: Systematic Review.

Aswathy Ravikumar, Harini Sriraman, Chandan Chadha, Vijay Kumar Chattu

IEEE Access, 2024

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

An Intelligent System for Preventing Accidents Due to Driver Distractions.

Giridhar S, Rhithik Raj K, Sreeram K. P, Nithish Menon, Aswathy Ravikumar, Harini Sriraman

Proceedings of the International Conference on Machine Learning and Data Engineering, 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