100 citations · 221 across the 10 of their papers we have counts for
13 papers
Towards Resilience: Slice-Driven Orchestration of Mobile IoMT in 6G-Edge-Continuum
Muhammad Zeeshan, Hafiz Faheem Shahid, Erkki Harjula
Emerging healthcare services, such as real-time diagnostics, remote health monitoring and computer-assisted surgery, require stringent Quality of Service (QoS) guarantees while ope…
Distributed Service Orchestration in Edge-Cloud Continuum for Digital Healthcare
Johirul Islam, Hafiz Faheem Shahid, Ijaz Ahmad +3
Today's digital healthcare services rely on various applications and functions that must be continuously accessible. Cloud computing enables global access to these services through…
Autonomy in Check: Governor-Mediated Adaptive Security at the Edge
Ijaz Ahmad, Flavio Esposito, Erkki Harjula
Adaptive security at the network edge increasingly relies on automated planners, including rule-based controllers, learned policies, and LLM-assisted agents, that translate observa…
Adaptive Security at the Edge for 6G-Enabled Healthcare IoT
Ijaz Ahmad, Erkki Harjula
Healthcare IoT services increasingly rely on edge gateways to relay routine telemetry and deliver rare but timecritical alarms. Even short traffic bursts can inflate worstcase dela…
Co-Existence of Private 5G Network and Wireless Hospital Systems
Mohsin Iqbal Khan, Matti Hämäläinen, Timo J. Mäkelä +2
This paper investigates the feasibility of deploying private 5G networks in hospital environments, with a focus on the operating room at the brand new Oulu University Hospital, Fin…
6G Resilience -- White Paper
Hirley Alves, Nurul H. Mahmood, Onel L. A. López +36
6G must be designed to withstand, adapt to, and evolve amid prolonged, complex disruptions. Mobile networks' shift from efficiency-first to sustainability-aware has motivated this…
Resource Slicing through Intelligent Orchestration of Energy-aware IoT services in Edge-Cloud Continuum
Hafiz Faheem Shahid, Erkki Harjula
The rapid growth of the Internet of Things (IoT) applications inflicts high requirements for computing resources and network bandwidth. A growing number of service providers are ap…
Energy Profiling and Analysis of 5G Private Networks: Evaluating Energy Consumption Patterns
Johirul Islam, Ijaz Ahmad, Shakthi Gimhana +2
Private 5G networks provide enhanced security, a wide range of optimized services through network slicing, reduced latency, and support for many IoT devices in a specific area, all…
Adaptive Lightweight Security for Performance Efficiency in Critical Healthcare Monitoring
Ijaz Ahmad, Faheem Shahid, Johirul Islam +2
The healthcare infrastructure requires robust security procedures, technologies, and policies due to its critical nature. Since the Internet of Things (IoT) with its diverse techno…
Adaptive Security in 6G for Sustainable Healthcare
Ijaz Ahmad, Erkki Harjula
6G will fulfill the requirements of future digital healthcare systems through emerging decentralized computing and secure communications technologies. Digital healthcare solutions…
Challenges of AI in Wireless Networks for IoT
Ijaz Ahmad, Shahriar Shahabuddin, Tanesh Kumar +5
The Internet of Things (IoT), hailed as the enabler of the next industrial revolution, will require ubiquitous connectivity, context-aware and dynamic service mobility, and extreme…
Edge computing server placement with capacitated location allocation
Tero Lähderanta, Teemu Leppänen, Leena Ruha +5
The deployment of edge computing infrastructure requires a careful placement of the edge servers, with an aim to improve application latencies and reduce data transfer load in oppo…
Orchestrating Service Migration for Low Power MEC-Enabled IoT Devices
Jude Okwuibe, Juuso Haavisto, Erkki Harjula +2
Multi-Access Edge Computing (MEC) is a key enabling technology for Fifth Generation (5G) mobile networks. MEC facilitates distributed cloud computing capabilities and information t…