[HTML][HTML] Modern computing: Vision and challenges

SS Gill, H Wu, P Patros, C Ottaviani, P Arora… - … and Informatics Reports, 2024 - Elsevier
Over the past six decades, the computing systems field has experienced significant
transformations, profoundly impacting society with transformational developments, such as …

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 …

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 …

Distributed ai in zero-touch provisioning for edge networks: challenges and research directions

A Hazra, A Morichetta, I Murturi, L Lovén… - Computer, 2024 - ieeexplore.ieee.org
This article combines Distributed Artificial Intelligence (DAI) with zero-touch provisioning
(ZTP) for edge networks. Several advantages are also highlighted that come with …

Promising role of visual IoT: Challenges and future research directions

A Hazra - IEEE Engineering Management Review, 2023 - ieeexplore.ieee.org
The Visual Internet of Things (VIoT) has gained significant attention in computer science due
to the emergence of miniature video sensors and advancements in computer vision …

DCFH: A dynamic clustering approach based on fire hawk optimizer in flying ad hoc networks

M Hosseinzadeh, S Ali, HJ Ahmad, F Alanazi… - Vehicular …, 2024 - Elsevier
In flying ad hoc networks (FANETs), unmanned aerial vehicles (UAVs) communicate with
each other without any fixed infrastructure. Because of frequent topological changes …

Optimized resource usage with hybrid auto-scaling system for knative serverless edge computing

MN Tran, YH Kim - Future Generation Computer Systems, 2024 - Elsevier
In the most popular serverless platform-Knative, dynamic resource allocation is implemented
using horizontal auto-scaling algorithms to create or delete service instances based on …

Intent-driven orchestration of serverless applications in the computing continuum

N Filinis, I Tzanettis, D Spatharakis… - Future Generation …, 2024 - Elsevier
Following the emergence of Internet of Things (IoT) and edge computing technologies and
the development of distributed applications with strict Quality of Service (QoS) requirements …

[HTML][HTML] Expanding the cloud-to-edge continuum to the IoT in serverless federated learning

D Loconte, S Ieva, A Pinto, G Loseto, F Scioscia… - Future Generation …, 2024 - Elsevier
Serverless computing enables greater flexibility and efficiency in the cloud-to-edge
continuum. Artificial Intelligence and Machine Learning (AI/ML) applications benefit greatly …

Direct edge-to-edge attention-based multiple representation latent feature transfer learning

YC Tsai, CH Lu - IEEE Transactions on Automation Science …, 2024 - ieeexplore.ieee.org
Deploying a large number of smart cameras and training their models is a very time-
consuming and labor-intensive process. Although there have been studies that utilized …