Soumyalatha Naveen

Key Technologies and challenges in IoT Edge Computing

Soumyalatha Naveen, Manjunath R Kounte · 2019 Third International conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC) · 2019 · 70 citations

Engineering, Edge Device, Edge Computing +13

Low Latency Deep Learning Inference Model for Distributed Intelligent IoT Edge Clusters

Soumyalatha Naveen, Manjunath R Kounte, Mohammed Riyaz Ahmed · IEEE Access · 2021 · 46 citations · Full text

Edge Intelligence, Engineering, Machine Learning +15

Memory optimization at Edge for Distributed Convolution Neural Network

Soumyalatha Naveen, Manjunath R Kounte · Transactions on Emerging Telecommunications Technologies · 2022 · 15 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Optimized Convolutional Neural Network at the IoT edge for image detection using pruning and quantization

Soumyalatha Naveen, Manjunath R Kounte · Multimedia Tools and Applications · 2024 · 15 citations · Full text

Air Quality Prediction Based on Decision Tree Using Machine Learning

Soumyalatha Naveen, M S Upamanyu, Karun Chakki et al. · 2023 · 13 citations