AI for next generation computing: Emerging trends and future directions

SS Gill, M Xu, C Ottaviani, P Patros, R Bahsoon… - Internet of Things, 2022 - Elsevier
Autonomic computing investigates how systems can achieve (user) specified “control”
outcomes on their own, without the intervention of a human operator. Autonomic computing …

[HTML][HTML] Edge AI: a survey

R Singh, SS Gill - Internet of Things and Cyber-Physical Systems, 2023 - Elsevier
Artificial Intelligence (AI) at the edge is the utilization of AI in real-world devices. Edge AI
refers to the practice of doing AI computations near the users at the network's edge, instead …

AI-based fog and edge computing: A systematic review, taxonomy and future directions

S Iftikhar, SS Gill, C Song, M Xu, MS Aslanpour… - Internet of Things, 2023 - Elsevier
Resource management in computing is a very challenging problem that involves making
sequential decisions. Resource limitations, resource heterogeneity, dynamic and diverse …

HunterPlus: AI based energy-efficient task scheduling for cloud–fog computing environments

S Iftikhar, MMM Ahmad, S Tuli, D Chowdhury, M Xu… - Internet of Things, 2023 - Elsevier
Cloud computing is a mainstay of modern technology, offering cost-effective and scalable
solutions to a variety of different problems. The massive shift of organization resource needs …

[HTML][HTML] AI augmented Edge and Fog computing: Trends and challenges

S Tuli, F Mirhakimi, S Pallewatta, S Zawad… - Journal of Network and …, 2023 - Elsevier
In recent years, the landscape of computing paradigms has witnessed a gradual yet
remarkable shift from monolithic computing to distributed and decentralized paradigms such …

[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 …

Industry 5.0 is coming: A survey on intelligent nextG wireless networks as technological enablers

S Zeb, A Mahmood, SA Khowaja, K Dev… - arXiv preprint arXiv …, 2022 - arxiv.org
Industry 5.0 vision, a step toward the next industrial revolution and enhancement to Industry
4.0, envisioned the new goals of resilient, sustainable, and human-centric approaches in …

Pregan: Preemptive migration prediction network for proactive fault-tolerant edge computing

S Tuli, G Casale, NR Jennings - IEEE INFOCOM 2022-IEEE …, 2022 - ieeexplore.ieee.org
Building a fault-tolerant edge system that can quickly react to node overloads or failures is
challenging due to the unreliability of edge devices and the strict service deadlines of …

GOSH: Task scheduling using deep surrogate models in fog computing environments

S Tuli, G Casale, NR Jennings - IEEE Transactions on Parallel …, 2021 - ieeexplore.ieee.org
Recently, intelligent scheduling approaches using surrogate models have been proposed to
efficiently allocate volatile tasks in heterogeneous fog environments. Advances like …

Next generation task offloading techniques in evolving computing paradigms: Comparative analysis, current challenges, and future research perspectives

A Mahapatra, K Mishra, R Pradhan… - Archives of Computational …, 2024 - Springer
Cloud computing being an integral part of today's technical advancements, still faces issues
regarding resource allocation, task scheduling, communication latency, etc. To address …