Edge intelligence—research opportunities for distributed computing continuum systems

VC Pujol, PK Donta, A Morichetta… - IEEE Internet …, 2023 - ieeexplore.ieee.org
Edge intelligence and, by extension, any distributed computing continuum system will bring
to our future society a plethora of new and useful applications, which will certainly …

Exploring the potential of distributed computing continuum systems

PK Donta, I Murturi, V Casamayor Pujol, B Sedlak… - Computers, 2023 - mdpi.com
Computing paradigms have evolved significantly in recent decades, moving from large room-
sized resources (processors and memory) to incredibly small computing nodes. Recently …

Federated domain generalization: A survey

Y Li, X Wang, R Zeng, PK Donta, I Murturi… - arXiv preprint arXiv …, 2023 - arxiv.org
Machine learning typically relies on the assumption that training and testing distributions are
identical and that data is centrally stored for training and testing. However, in real-world …

Stochastic modeling for intelligent software-defined vehicular networks: A survey

B Ravi, B Varghese, I Murturi, PK Donta, S Dustdar… - Computers, 2023 - mdpi.com
Digital twins and the Internet of Things (IoT) have gained significant research attention in
recent years due to their potential advantages in various domains, and vehicular ad hoc …

Decent: A decentralized configurator for controlling elasticity in dynamic edge networks

I Murturi, S Dustdar - ACM Transactions on Internet Technology (TOIT), 2022 - dl.acm.org
Recent advancements in distributed systems have enabled deploying low-latency and
highly resilient edge applications close to the IoT domain at the edge of the network. The …

[HTML][HTML] Equilibrium in the Computing Continuum through Active Inference

B Sedlak, VC Pujol, PK Donta, S Dustdar - Future Generation Computer …, 2024 - Elsevier
Computing Continuum (CC) systems are challenged to ensure the intricate requirements of
each computational tier. Given the system's scale, the Service Level Objectives (SLOs) …

Complex event processing in smart city monitoring applications

B Khazael, HT Malazi, S Clarke - IEEE Access, 2021 - ieeexplore.ieee.org
Managing multi-tenant edge devices with heterogeneous capabilities scattered across an
urban area requires significant communication and computing power, which is challenging …

A decentralized approach for resource discovery using metadata replication in edge networks

I Murturi, S Dustdar - IEEE Transactions on Services Computing, 2021 - ieeexplore.ieee.org
Recent advancements in distributed systems have enabled deploying low-latency edge
applications (ie, IoT applications) in proximity to the end-users, respectively, in edge …

Specification and operation of privacy models for data streams on the edge

B Sedlak, I Murturi, S Dustdar - 2022 IEEE 6th International …, 2022 - ieeexplore.ieee.org
The growing number of Internet of Things (IoT) devices generates massive amounts of
diverse data, including personal or confidential information (ie, sensory, images, etc.) that is …

Utilizing AI planning on the edge

I Murturi, A Egyed, S Dustdar - IEEE Internet Computing, 2022 - ieeexplore.ieee.org
The convergence between AI planning techniques and the Internet of Things (IoT) can solve
various operational and business challenges. However, IoT systems' stringent requirements …