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 …

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 …

Serverless edge computing—where we are and what lies ahead

P Raith, S Nastic, S Dustdar - IEEE Internet Computing, 2023 - ieeexplore.ieee.org
The edge–cloud continuum combines heterogeneous resources, which are complex to
manage. Serverless edge computing is a suitable candidate to manage the continuum by …

Cloud-native computing: A survey from the perspective of services

S Deng, H Zhao, B Huang, C Zhang… - Proceedings of the …, 2024 - ieeexplore.ieee.org
The development of cloud computing delivery models inspires the emergence of cloud-
native computing. Cloud-native computing, as the most influential development principle for …

On distributed computing continuum systems

S Dustdar, VC Pujol, PK Donta - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
This article presents our vision on the need of develo** new managing technologies to
harness distributed “computing continuum” systems. These systems are concurrently …

A serverless computing fabric for edge & cloud

S Nastic, P Raith, A Furutanpey… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
Serverless computing has been establishing itself as a compelling paradigm for the
development and of modern cloud-native applications. Serverless represents the next step …

Polaris scheduler: Edge sensitive and slo aware workload scheduling in cloud-edge-iot clusters

S Nastic, T Pusztai, A Morichetta… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
Application workload scheduling in hybrid Cloud-Edge-IoT infrastructures has been
extensively researched over the last years. The recent trend of containerizing application …

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 …

The promising role of representation learning for distributed computing continuum systems

PK Donta, S Dustdar - 2022 IEEE International Conference on …, 2022 - ieeexplore.ieee.org
The distributed computing continuum systems (DCCS) and representation learning (ReL)
are two diverse computer science technologies with their use cases, applications, and …

Governance and sustainability of distributed continuum systems: A big data approach

PK Donta, B Sedlak, V Casamayor Pujol, S Dustdar - Journal of Big Data, 2023 - Springer
Distributed computing continuum systems (DCCS) make use of a vast number of computing
devices to process data generated by edge devices such as the Internet of Things and …