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] 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 …

Serverless on machine learning: A systematic map** study

A Barrak, F Petrillo, F Jaafar - IEEE Access, 2022 - ieeexplore.ieee.org
Machine Learning Operations (MLOps) is an approach to managing the entire lifecycle of a
machine learning model. It has evolved over the last years and has started attracting many …

[HTML][HTML] The computing continuum: From IoT to the cloud

A Al-Dulaimy, M Jansen, B Johansson, A Trivedi… - Internet of Things, 2024 - Elsevier
In the era of the IoT revolution, applications are becoming ever more sophisticated and
accompanied by diverse functional and non-functional requirements, including those related …

A survey on IoT-edge-cloud continuum systems: status, challenges, use cases, and open issues

P Gkonis, A Giannopoulos, P Trakadas, X Masip-Bruin… - Future Internet, 2023 - mdpi.com
The rapid growth in the number of interconnected devices on the Internet (referred to as the
Internet of Things—IoT), along with the huge volume of data that are exchanged and …

Energy-aware resource scheduling for serverless edge computing

MS Aslanpour, AN Toosi, MA Cheema… - 2022 22nd IEEE …, 2022 - ieeexplore.ieee.org
In this paper, we present energy-aware scheduling for Serverless edge computing. Energy
awareness is critical since edge nodes, in many Internet of Things (IoT) domains, are meant …

Resource allocation of industry 4.0 micro-service applications across serverless fog federation

RF Hussain, MA Salehi - Future Generation Computer Systems, 2024 - Elsevier
The Industry 4.0 revolution has been made possible via AI-based applications (eg, for
automation and maintenance) deployed on the serverless edge (aka fog) computing …

EcoLife: Carbon-Aware Serverless Function Scheduling for Sustainable Computing

Y Jiang, RB Roy, B Li, D Tiwari - … : International Conference for …, 2024 - ieeexplore.ieee.org
This work introduces ECOLIFE, the first carbon-aware serverless function scheduler to co-
optimize carbon footprint and performance. ECOLIFE builds on the key insight of intelligently …

A survey on the scheduling mechanisms in serverless computing: a taxonomy, challenges, and trends

M Ghorbian, M Ghobaei-Arani, L Esmaeili - Cluster Computing, 2024 - Springer
In recent years, serverless computing has received significant attention due to its innovative
approach to cloud computing. In this novel approach, a new payment model is presented …

Hybrid serverless computing: Opportunities and challenges

P Castro, V Isahagian, V Muthusamy… - … Computing: Principles and …, 2023 - Springer
In recent years, the adoption of serverless computing has surged due to the ease of
deployment, attractive pay-per-use pricing, and transparent horizontal auto-scaling. At the …