Ganesh Chandrasekaran
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View article: EDgE: Enhancing Predictability in Decentralized Network Slices Through Federated Learning—A Multi Layered Ecosystem
EDgE: Enhancing Predictability in Decentralized Network Slices Through Federated Learning—A Multi Layered Ecosystem Open
Network slicing has emerged as a crucial technology in modern communication networks, especially in the context of 5G and beyond. Network slices offer virtualized and isolated segments tailored to the specific applications and services. Ho…
View article: QoS-Based Resource Allocation in Multicarrier NOMA-IBFD Cellular System With Sectorization
QoS-Based Resource Allocation in Multicarrier NOMA-IBFD Cellular System With Sectorization Open
In this study, we examine the performance of a multicell cellular system featuring an Non-orthogonal multiple access (NOMA) - In-band full duplex transmission (IBFD) enabled base station to improve spectral efficiency. The simultaneous tra…
View article: PEaF-Production Environment Analyzer Framework: Assisting Continuous Deployment of 5G Workloads Using AI/ML
PEaF-Production Environment Analyzer Framework: Assisting Continuous Deployment of 5G Workloads Using AI/ML Open
A Production Environment Analyzer Framework (PEaF) is proposed to address the limitations of the Continuous Deployment (CD) process for 5G workflow lifecycle management. By integrating an AI/ML-based PEaF into the CD pipeline, we aim to en…
View article: Optimizing UE Power Efficiency: AI/ML Approach for Upgrade Time Determination
Optimizing UE Power Efficiency: AI/ML Approach for Upgrade Time Determination Open
The transition of Control Plane (CP) block functions into software entities, as proposed by 3GPP, necessitates periodic downtime for maintenance activities such as software upgrades or failures. This downtime requires the disconnection of …
View article: CAPT: A Context-Aware Stateful Processing Ecosystem for Telco Infra Management
CAPT: A Context-Aware Stateful Processing Ecosystem for Telco Infra Management Open
Telecommunication networks are evolving to embrace the cloud-native microservice paradigm, necessitating the redesign of existing 5G network products such as the Network Management System (NMS), Core, and Access. While cloud environments e…
View article: CASE: A Context-Aware Storage Placement and Retrieval Ecosystem
CASE: A Context-Aware Storage Placement and Retrieval Ecosystem Open
Emerging cloud-native technologies, such as container-runtime and container-orchestrator offer unprecedented agility in developing and running applications, especially when combined with microservice-style architecture. Several existing 5G…
View article: More than a feeling: scalp EEG and eye correlates of conscious tactile perception
More than a feeling: scalp EEG and eye correlates of conscious tactile perception Open
Understanding the neural basis of consciousness is a fundamental goal of neuroscience. Many of the studies tackling this question have focused on conscious perception, but these studies have been largely vision-centric, with very few invol…
View article: Mobility as a Service (MaaS): A D2D-Based Information Centric Network Architecture for Edge-Controlled Content Distribution
Mobility as a Service (MaaS): A D2D-Based Information Centric Network Architecture for Edge-Controlled Content Distribution Open
It has been envisaged that in future 5G networks user devices will become an integral part by participating in the transmission of mobile content traffic typically through device-to-device (D2D) technologies. In this context, we promote th…