Browsing by Author "Jain, Akshay"
Now showing items 1-15 of 15
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Architecting more than Moore: wireless plasticity for massive heterogeneous computer architectures (WiPLASH)
(Association for Computing Machinery (ACM), 2021)
Conference report
Open AccessThis paper presents the research directions pursued by the WiPLASH European project, pioneering on-chip wireless communications as a disruptive enabler towards next-generation computing systems for artificial intelligence ... -
Are mobility management solutions ready for 5G and beyond?
(Elsevier, 2020-09-01)
Article
Open AccessEnabling users to move to different geographical locations within a network and still be able to maintain their connectivity and most essentially, continuity of service, is what makes any wireless network ubiquitous. Whilst ... -
Characterizing the communication requirements of GNN accelerators: A model-based approach
(Institute of Electrical and Electronics Engineers (IEEE), 2021)
Conference report
Open AccessRelational data present in real world graph representations demands for tools capable to study it accurately. In this regard Graph Neural Network (GNN) is a powerful tool, wherein various models for it have also been ... -
Computing graph neural networks: A survey from algorithms to accelerators
(Association for Computing Machinery (ACM), 2022-12-01)
Article
Open AccessGraph Neural Networks (GNNs) have exploded onto the machine learning scene in recent years owing to their capability to model and learn from graph-structured data. Such an ability has strong implications in a wide variety ... -
Enhanced handover signaling through integrated MME-SDN controller solution
(Institute of Electrical and Electronics Engineers (IEEE), 2018)
Conference report
Open AccessThe future wireless networks are expected to be extremely dense and heterogeneous, with the users experiencing multi-connectivity through the multiple available radio access technologies (RATs). These prevalent characteristics, ... -
Enhanced mobility management mechanisms for 5G networks
(Universitat Politècnica de Catalunya, 2020-10-01)
Doctoral thesis
Open AccessMany mechanisms that served the legacy networks till now, are being identified as being grossly sub-optimal for 5G networks. The reason being, the increased complexity of the 5G networks compared previous legacy systems. ... -
Evolutionary 4G/5G network architecture assisted efficient handover signaling
(Institute of Electrical and Electronics Engineers (IEEE), 2018-12-06)
Article
Open AccessFuture wireless networks are expected to be ultra-dense and heterogeneous not just in terms of the number and type of base stations but also in terms of the number of users and the application types they access. Such a ... -
Immersive interconnected virtual and augmented reality: a 5G and IoT perspective
(2020-01-01)
Article
Open AccessDespite remarkable advances, current augmented and virtual reality (AR/VR) applications are a largely individual and local experience. Interconnected AR/VR, where participants can virtually interact across vast distances, ... -
Improved handover signaling for 5G networks
(Institute of Electrical and Electronics Engineers (IEEE), 2018)
Conference report
Open AccessMobility management is a critical component for any new wireless standard to be ubiquitous. While 4G-LTE and prior wireless standards utilized vendor specific hardware and software on which mobility management (MM) ... -
Joint access-backhaul perspective on mobility management in 5G networks
(Institute of Electrical and Electronics Engineers (IEEE), 2017)
Conference report
Open AccessThe ongoing efforts in the research, development and standardization of 5G, by both industry and academia, have resulted in the identification of enablers (Software Defined Networks, Network Function Virtualization, ... -
Multi-connectivity in mobile networks: challenges and benefits
(2021-12-30)
Article
Open AccessSatisfying the stringent 5G quality of service requirements necessitates efficient resource utilization by mobile networks. Consequently, we argue that multi-connectivity (MC) is an effective solution to leverage the limited ... -
On the enabling of multi-receiver communications with reconfigurable intelligent surfaces
(Institute of Electrical and Electronics Engineers (IEEE), 2022-07-29)
Article
Open AccessThe reconfigurable intelligent surface is a promising technology for the manipulation and control of wireless electromagnetic signals. In particular, it has the potential to provide significant performance improvements for ... -
Radiation pattern prediction for metasurfaces: A neural network-based approach
(Multidisciplinary Digital Publishing Institute (MDPI), 2021-04-14)
Article
Open AccessAs the current standardization for the 5G networks nears completion, work towards understanding the potential technologies for the 6G wireless networks is already underway. One of these potential technologies for the 6G ... -
Understanding the design-space of sparse/dense multiphase GNN dataflows on spatial accelerators
(Institute of Electrical and Electronics Engineers (IEEE), 2022)
Conference report
Open AccessGraph Neural Networks (GNNs) have garnered a lot of recent interest because of their success in learning representations from graph-structured data across several critical applications in cloud and HPC. Owing to their ... -
User association and resource allocation in 5G (AURA-5G): a joint optimization framework
(2021-06-19)
Article
Restricted access - publisher's policy5G wireless networks will be extremely dense, given the projected increase in the number of users and access points (APs), as well as heterogeneous, given the different types of APs and the applications being accessed by ...
