The convergence and interplay of edge, fog, and cloud in the AI-driven Internet of Things (IoT)

F Firouzi, B Farahani, A Marinšek - Information Systems, 2022 - Elsevier
Abstract The Internet of Things (IoT) tsunami, public embracement, and the ubiquitous
adoption of smart devices are affecting virtually every industry, directly or indirectly. The …

Decent: A decentralized configurator for controlling elasticity in dynamic edge networks

I Murturi, S Dustdar - ACM Transactions on Internet Technology (TOIT), 2022 - dl.acm.org
Recent advancements in distributed systems have enabled deploying low-latency and
highly resilient edge applications close to the IoT domain at the edge of the network. The …

[HTML][HTML] Equilibrium in the Computing Continuum through Active Inference

B Sedlak, VC Pujol, PK Donta, S Dustdar - Future Generation Computer …, 2024 - Elsevier
Computing Continuum (CC) systems are challenged to ensure the intricate requirements of
each computational tier. Given the system's scale, the Service Level Objectives (SLOs) …

Controlling data gravity and data friction: from metrics to multidimensional elasticity strategies

B Sedlak, VC Pujol, PK Donta… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The growing amount of data generated at the edge of the network, eg, by Internet of Things
(IoT) devices, made it indispensable to relocate computational power close to the data …

Adaptive Stream Processing on Edge Devices through Active Inference

B Sedlak, VC Pujol, A Morichetta, PK Donta… - arXiv preprint arXiv …, 2024 - arxiv.org
The current scenario of IoT is witnessing a constant increase on the volume of data, which is
generated in constant stream, calling for novel architectural and logical solutions for …

Designing reconfigurable intelligent systems with Markov blankets

B Sedlak, VC Pujol, PK Donta, S Dustdar - International Conference on …, 2023 - Springer
Compute Continuum (CC) systems comprise a vast number of devices distributed over
computational tiers. Evaluating business requirements, ie, Service Level Objectives (SLOs) …

Active inference on the edge: A design study

B Sedlak, VC Pujol, PK Donta… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Every year, the amount of data created by Internet of Things (IoT) devices increases;
therefore, data processing is carried out by edge devices in close proximity. To ensure …

Towards a prime directive of SLOs

VC Pujol, S Dustdar - 2023 IEEE International Conference on …, 2023 - ieeexplore.ieee.org
The promises of the computing continuum paradigm motivate a paradigm change for
Internet-distributed computing systems. Unfortunately, we are still far from being able to …

Physical layer latency management mechanisms: A study for millimeter-wave wi-fi

A Marinšek, D Delabie, L De Strycker, L Van der Perre - Electronics, 2021 - mdpi.com
Emerging applications in fields such as extended reality require both a high throughput and
low latency. The millimeter-wave (mmWave) spectrum is considered because of the …

Leveraging data-driven infrastructure management to facilitate AIOps for big data applications and operations

R McCreadie, J Soldatos, J Fuerst, MF Argerich… - … and Applications for Big …, 2021 - Springer
As institutions increasingly shift to distributed and containerized application deployments on
remote heterogeneous cloud/cluster infrastructures, the cost and difficulty of efficiently …