Dr Soumya Suvarna

• Doctor of Philosophy
• Assistant Professor at Srinivas University

Purpose: Predicting and then preventing the cardiac arrest of a patient in ICU is the most challenging phase even for a most highly skilled professional. The data been collected in ICU for a patient are huge, and the selection of a portion of data for preventing cardiac arrest in a quantum of time is highly decisive, analysing and predicting that l...

Mobile Ad Hoc networks is a network in which energy is a main constraint and selection of a protocol that minimizes the energy usage is a key issue. Mobile Ad hoc network communicates with other nodes, without the help of base station and Communication is possible by forwarding a data unit consisting of control information and user data known as pa...

Purpose: Predicting and then preventing cardiac arrest of a patient in ICU is the most challenging phase even for a most highly skilled professional. The data been collected in ICU for a patient are huge, and the selection of a portion of data for preventing cardiac arrest in a quantum of time is highly decisive, analysing and predicting that large...

Vehicular Ad hoc Networks (VANET) is an emerging technology that brings tremendous technological advancement in the method of communication among smart vehicles. Due to its complex infrastructure and vehicle speed, data routing remains difficult at VANET. A VANET is also considered similar to Mobile Ad Hoc Network (MANET), and MANET routing protoco...

The wireless sensor networks(WSN) can be used in agriculture to increase the crop yields and improve the quality of the agriculture output. The proposed systems use low-cost wireless technologies such as LoRA, Zigbee and NRF24L01. The proposed system is based on technologies with economical resource requirements and consumes lower energy. The Wirel...

The social media landscape pulsates with constant evolution, and Meta Platforms Inc. (formerly Facebook) sits at its epicentre. This paper delves into the intricate web of forces shaping Meta's position within this dynamic industry. We explore the key growth drivers that propelled Meta to its dominant position, including its ability to capitalize o...

This study delves into a strategic examination of the burgeoning Electric Vehicle (EV) industry. By employing Porter's Five Forces framework and analyzing industry trends, the research unveils the key factors influencing competition, profitability, and growth potential. The analysis sheds light on the bargaining power of suppliers and buyers, the t...

The transportation sector is undergoing a significant transformation driven by the rise of electric vehicles (EVs). This paper delves into the current state and future prospects of the EV industry, offering a comprehensive analysis. We begin by examining the global market size of the EV industry, highlighting its rapid growth and projected expansio...

Enhancing Medical Image Analysis with Convolutional Neural Networks: A Paradigm Shift in Healthcare Diagnostics" presents a groundbreaking approach to medical diagnostics through the integration of Convolutional Neural Networks (CNNs). This study delves into how CNNs, a class of deep learning algorithms, are revolutionizing the analysis of medical...

lzheimer's disease (AD) is a devastating neurodegenerative disorder affecting millions of individuals worldwide. TinyML, a field focusing on deep learning models using TensorFlow on resource-constrained devices, has opened new avenues for advancing AD research and diagnostics. This paper explores the potential of harnessing neural networks in TinyM...

The term adhoc network refers to a network that is created spontaneously, self-powered and infrastructure less networks. The energy in adhoc network does a crucial role in lengthening the network life span. The energy saving techniques in adhoc networks help to overcome the problem of link breakage. adhoc networks are generally used for specific sc...

The term adhoc network refers to a network that is created spontaneously, self-powered and infrastructure less networks. The energy in adhoc network does a crucial role in lengthening the network life span. The energy saving techniques in adhoc networks help to overcome the problem of link breakage. adhoc networks are generally used for specific sc...

Wireless Sensor Networks is emerging technology and immense research is carried out in the field of Wireless Sensor Networking to overcome security issues and to improve security performance, so that quality of service can be improved. The adversary can have unauthorised access to the network due to the wireless nature of the network. Another secur...

In this era of science and technology, weather forecasting and monitoring has seen several technological developments, because of its tremendous benefits in human’s everyday life. These technological developments were necessary due to the challenges faced in conventional weather forecasting systems such as, inaccurate predictions and expensive equi...

The energy near the static sink normally suffers from energy depletion issue since the node near the sink propagates signals to other nodes and acts as a convener, which leads the energy dissipation of sensor nodes near to the mobile sink, resulting in a network energy hole. In order to resolve these concerns, we have proposed a protocol known as I...