106 citations · 153 across the 12 of their papers we have counts for
15 papers
6G Infrastructures for Edge AI: An Analytical Perspective
Kurt Horvath, Shpresa Tuda, Blerta Idrizi +3
The convergence of Artificial Intelligence (AI) and the Internet of Things has accelerated the development of distributed, network-sensitive applications, necessitating ultra-low l…
SCAREY: Location-Aware Service Lifecycle Management
Kurt Horvath, Dragi Kimovski, Radu Prodan
Scheduling services within the computing continuum is complex due to the dynamic interplay of the Edge, Fog, and Cloud resources, each offering distinct computational and networkin…
Efficient Location-Based Service Discovery for IoT and Edge Computing in the 6G Era
Kurt Horvath, Dragi Kimovski
Efficient service discovery is a cornerstone of the rapidly expanding Internet of Things (IoT) and edge computing ecosystems, where low latency and localized service provisioning a…
Enhancing Traffic Safety with AI and 6G: Latency Requirements and Real-Time Threat Detection
Kurt Horvath, Dragi Kimovski, Stojan Kitanov +1
The rapid digitalization of urban infrastructure opens the path to smart cities, where IoT-enabled infrastructure enhances public safety and efficiency. This paper presents a 6G an…
ADApt: Edge Device Anomaly Detection and Microservice Replica Prediction
Narges Mehran, Nikolay Nikolov, Radu Prodan +4
The increased usage of Internet of Things devices at the network edge and the proliferation of microservice-based applications create new orchestration challenges in Edge computing…
DEEP: Edge-based Dataflow Processing with Hybrid Docker Hub and Regional Registries
Narges Mehran, Zahra Najafabadi Samani, Reza Farahani +2
Reducing energy consumption is essential to lessen greenhouse gas emissions, conserve natural resources, and help mitigate the impacts of climate change. In this direction, edge co…
Scheduling of Distributed Applications on the Computing Continuum: A Survey
Narges Mehran, Dragi Kimovski, Hermann Hellwagner +3
The demand for distributed applications has significantly increased over the past decade, with improvements in machine learning techniques fueling this growth. These applications p…
Decentralized Machine Learning for Intelligent Health Care Systems on the Computing Continuum
Dragi Kimovski, Sasko Ristov, Radu Prodan
The introduction of electronic personal health records (EHR) enables nationwide information exchange and curation among different health care systems. However, the current EHR syst…
Where to Encode: A Performance Analysis of x86 and Arm-based Amazon EC2 Instances
Roland Mathá, Dragi Kimovski, Anatoliy Zabrovskiy +2
Video streaming became an undivided part of the Internet. To efficiently utilize the limited network bandwidth it is essential to encode the video content. However, encoding is a c…
A Two-Sided Matching Model for Data Stream Processing in the Cloud-Fog Continuum
Narges Mehran, Dragi Kimovski, Radu Prodan
Latency-sensitive and bandwidth-intensive stream processing applications are dominant traffic generators over the Internet network. A stream consists of a continuous sequence of da…
Cloud, Fog or Edge: Where to Compute?
Dragi Kimovski, Roland Mathá, Josef Hammer +3
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 network.…
MAPO: A Multi-Objective Model for IoT Application Placement in a Fog Environment
Narges Mehran, Dragi Kimovski, Radu Prodan
The emergence of the Fog computing paradigm that leverages in-network virtualized resources raises important challenges in terms of resource and IoT application management in a het…
Semantics-aware Virtual Machine Image Management in IaaS Clouds
Nishant Saurabh, Julian Remmers, Dragi Kimovski +2
Infrastructure-as-a-service (IaaS) Clouds concurrently accommodate diverse sets of user requests, requiring an efficient strategy for storing and retrieving virtual machine images…
VM Image Repository and Distribution Models for Federated Clouds: State of the Art, Possible Directions and Open Issues
Nishant Saurabh, Dragi Kimovski, Simon Ostermann +1
The emerging trend of Federated Cloud models enlist virtualization as a significant concept to offer a large scale distributed Infrastructure as a Service collaborative paradigm to…
An Adaptive Nature-inspired Fog Architecture
Dragi Kimovski, Humaira Ijaz, Nishant Surabh +1
During the last decade, Cloud computing has efficiently exploited the economy of scale by providing low cost computational and storage resources over the Internet, eventually leadi…