Binu Ayyappan

According to our database, Binu Ayyappan authored at least 5 papers between 2022 and 2025.

Collaborative distances:

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

2025

A comprehensive survey of machine learning and deep learning approaches for anomaly detection in high-performance computing systems.

Cibin Ki, Ramah Sivakumar, Jaison Paul Mulerikkal, Binu Ayyappan, Manish Gupta, Tony Jan

J. Supercomput., June, 2025

NeuroProbe: A Performance Profiling Feed Forward Neural Network Simulator for Hardware Interaction Analysis.

Binu Ayyappan, G. Santhosh Kumar

SN Comput. Sci., June, 2025

GEMM-ArchProfiler: A simulation framework for hardware-level profiling and performance analysis of General Matrix Multiplication in real CNN workloads on heterogeneous CPU architectures.

Binu Ayyappan, G. Santhosh Kumar

SoftwareX, 2025

2024

Kathakali Mudras: An AI-Enhanced Predictive Approach.

Jaison Paul Mulerikkal, K. Janani, P. S. Sreelakshmi, Divya James, K. S. Lakshmi, Sajanraj Thandassery, Binu Ayyappan

Proceedings of the 11th International Conference on Soft Computing & Machine Intelligence, 2024

2022

JP-DAP: An Intelligent Data Analytics Platform for Metro Rail Transport Systems.

Jaison Paul Mulerikkal, Sajanraj Thandassery, Deepa Merlin Dixon Kunnamkody, Vinith Rejathalal, Binu Ayyappan

IEEE Trans. Intell. Transp. Syst., 2022