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 …

[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 …

A potential game theoretic approach to computation offloading strategy optimization in end-edge-cloud computing

Y Ding, K Li, C Liu, K Li - IEEE Transactions on Parallel and …, 2021 - ieeexplore.ieee.org
Integrating user ends (UEs), edge servers (ESs), and the cloud into end-edge-cloud
computing (EECC) can enhance the utilization of resources and improve quality of …

COSCO: Container orchestration using co-simulation and gradient based optimization for fog computing environments

S Tuli, SR Poojara, SN Srirama… - … on Parallel and …, 2021 - ieeexplore.ieee.org
Intelligent task placement and management of tasks in large-scale fog platforms is
challenging due to the highly volatile nature of modern workload applications and sensitive …

HUNTER: AI based holistic resource management for sustainable cloud computing

S Tuli, SS Gill, M Xu, P Garraghan, R Bahsoon… - Journal of Systems and …, 2022 - Elsevier
The worldwide adoption of cloud data centers (CDCs) has given rise to the ubiquitous
demand for hosting application services on the cloud. Further, contemporary data-intensive …

Cloud, fog, or edge: Where to compute?

D Kimovski, R Mathá, J Hammer… - IEEE Internet …, 2021 - ieeexplore.ieee.org
The computing continuum extends the high-performance cloud data centers with energy-
efficient and low-latency devices close to the data sources located at the edge of the …

Micado-edge: Towards an application-level orchestrator for the cloud-to-edge computing continuum

A Ullah, H Dagdeviren, RC Ariyattu… - Journal of Grid …, 2021 - Springer
Automated deployment and run-time management of microservices-based applications in
cloud computing environments is relatively well studied with several mature solutions …

Fogify: A fog computing emulation framework

M Symeonides, Z Georgiou, D Trihinas… - 2020 IEEE/ACM …, 2020 - ieeexplore.ieee.org
Fog Computing is emerging as the dominating paradigm bridging the compute and
connectivity gap between sensing devices and latency-sensitive services. However …

Serverless data pipeline approaches for IoT data in fog and cloud computing

SR Poojara, CK Dehury, P Jakovits… - Future Generation …, 2022 - Elsevier
With the increasing number of Internet of Things (IoT) devices, massive amounts of raw data
is being generated. The latency, cost, and other challenges in cloud-based IoT data …

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 …