Dr. Frank Loh
Telefon | (0931) 31-88229 |
Telefax | (0931) 31-86632 |
frank.loh@informatik.uni-wuerzburg.de | |
Raum | A207 |
Anschrift | Lehrstuhl für Informatik III |
Research Interests
My research interests include the following topics:
- Investigation of energy consumption, energy efficiency and sustainability in communication networks
- Measurement and resource analysis of communication networks and their applications
- Quality of Service and Quality of Experience determination for different application areas
- Performance evaluation and modeling of sensor networks
2024[ to top ]
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Industry Use Case Viability Study with Performance Models for Satellite Computing Networks. . In 2024 IFIP Networking Conference (IFIP Networking). Thessaloniki, Greece, 2024.
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Investigation of Container Network Function Deployment Costs in the Edge Cloud. . In 27th Conference on Innovation in Clouds, Internet and Networks (ICIN). 2024.
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Plan the Access? Generic Hardware Independent Energy Consumption and Efficiency Model for Different LoRaWAN Channel Access Approaches. . In IEEE Internet of Things Journal. 2024.
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Investigation of Serverless Consumption and Performance in Multi-Access Edge Computing. . In The 38th International Conference on Information Networking (ICOIN). 2024.
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Monitoring the Quality of Streaming and Internet of Things Applications. Technical Report (PhD dissertation), . . PhD dissertation. University of Würzburg, 2024, January.
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Analysis of Energy Intensity and Generic Energy Efficiency Metrics in Communication Networks: Limits, Practical Applications, and Case Studies. . In IEEE Access, 12, pp. 105527–105549. 2024.
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Studying Slot Assignment for Multi-Gateway Time Scheduled Channel Access in LoRaWan. . In 2024 IFIP Networking Conference (IFIP Networking). Thessaloniki, Greece, 2024.
2023[ to top ]
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Industrial User Experience Index vs. Quality of Experience Models. . In IEEE Communications Magazine, 61(1), pp. 98–104. 2023.
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Serverless Computing Lifecycle Model for Edge Cloud Deployments. . In IEEE International Conference on Communications 2023 - GreenNet Workshop. 2023.
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Challenges of Serverless Deployment in Edge-MEC-Cloud. . In KuVS Fachgespräch - Würzburg Workshop on Next-Generation Communication Networks 2023. 2023.
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Uplink-based Live Session Model for Stalling Prediction in Video Streaming. . In IEEE/IFIP Network Operations and Management Symposium (NOMS). 2023.
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Efficient graph-based gateway placement for large-scale LoRaWAN deployments. . In Computer Communications, 204, pp. 11–23. 2023.
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Machine Learning Based Study of QoE Metrics in Twitch. tv Live Streaming. . In IEEE/IFIP Network Operations and Management Symposium (NOMS). 2023.
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Paving the Way for an Energy Efficient and Sustainable Future Internet of Things. . In KuVS Fachgespräch - Würzburg Workshop on Modeling, Analysis and Simulation of Next-Generation Communication Networks 2023. 2023.
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Collision and Energy Efficiency Assessment of LoRaWANs with Cluster-Based Gateway Placement. . In IEEE International Conference on Communications Workshops. 2023.
2022[ to top ]
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Towards LoRaWAN without Data Loss: Studying the Performance of Different Channel Access Approaches. . In Sensors. 2022.
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Simulative Performance Study of Slotted Aloha for LoRaWAN Channel Access. . In IEEE/IFIP Network Operations and Management Symposium. 2022.
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Characterizing Mobile Signaling Anomalies in the Internet-of-Things. . In 2nd IFIP/IEEE International workshop on Fully-Flexible Internet Architectures and Protocols for the Next-Generation Tactile Internet (FlexNGIA). 2022.
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An Introduction to Online Video Game QoS and QoE Influencing Factors. . In IEEE Communications Surveys & Tutorials. 2022.
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YouTube Dataset on Mobile Streaming for Internet Traffic Modeling and Streaming Analysis. . In Nature, Scientific Data. 2022.
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Graph-Based Gateway Placement for Better Performance in LoRaWAN Deployments. . In 20th Mediterranean Communication and Computer Networking Conference (MedComNet). 2022.
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Analytical Model for the Energy Efficiency in Low Power IoT Deployments. . In 1st International Workshop on Network Energy Efficiency in the Softwarization Era. 2022.
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LoRaWAN Network Planning in Smart Environments: Towards Reliability, Scalability, and Cost Reduction. . In WueWoWAS 22 - KuVS Fachgespräch - Würzburg Workshop on Next-Generation Communication Networks. 2022.
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Generic Model to Quantify Energy Consumption for Different LoRaWAN Channel Access Methods. . In 18th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). 2022.
2021[ to top ]
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Robust Gateway Placement for Scalable LoRaWAN. . In 13th IFIP Wireless and Mobile Networking Conference (WMNC). 2021.
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Improving LoRaWAN’s Successful Information Transmission Rate with Redundancy. . In 17th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob). 2021.
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LoRaPlan: A Software to Evaluate Gateway Placement in LoRaWAN. . In 17th International Conference on Network and Service Management. 2021.
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Machine-Learning Based Prediction of Next HTTP Request Arrival Time in Adaptive Video Streaming. . In 3rd International Workshop on High-Precision, Predictable, and Low-Latency Networking (HiPNet). Izmir, Turkey (Virtual Conference), 2021.
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Talk to Me: Investigating the Traffic Characteristics of Amazon Echo Dot and Google Home. . In International Conference on Communications and Electronics, ICCE. 2021.
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Uplink vs. Downlink: Machine Learning-Based Quality Prediction for HTTP Adaptive Video Streaming. . In Sensors, 21(12), p. 4172. 2021.
2020[ to top ]
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Is the Uplink Enough? Estimating Video Stalls from Encrypted Network Traffic. . In 32th IEEE/IFIP Network Operations and Management Symposium. Budapest, Hungary, 2020.
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Optimizing HAS for 360-Degree Videos. . In 5th IEEE/IFIP International Workshop on Analytics for Network and Service Management (AnNet). Budapest, Hungary, 2020.
2019[ to top ]
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Traffic Measurement Study on Video Streaming with the Amazon Echo Show. . In 4th Internet-QoE Workshop: QoE-based Analysis and Management of Data Communication Networks. 2019.
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From click to playback: a dataset to study the response time of mobile YouTube. . In Proceedings of the 10th ACM Multimedia Systems Conference, pp. 267–272. 2019.
2018[ to top ]
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Quality of Service Assessment of Live Video Streaming with a Remote-Controlled Drone. . In IEEE Conference on Network Softwarization. Montreal, Canada, 2018.
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A Wrapper for Automatic Measurements with YouTube’s Native Android App. . In Network Traffic Measurement and Analysis Conference (TMA). Vienna, Austria, 2018.
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A Wrapper for Automated Measurements with YouTube’s Native App. . Taipei, Taiwan, 2018, April.
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A Public Dataset for YouTube’s Mobile Streaming Client. . In Network Traffic Measurement and Analysis Conference (TMA). Vienna, Austria, 2018.
2017[ to top ]
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Performance Evaluation of Video Streaming Service Chains in Softwarized 5G Networks with Task Graph Reduction. . In 29th International Teletraffic Congress (ITC). 2017.
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Dynamic Cloud Service Placement for Live Video Streaming with a Remote-Controlled Drone. . Best Demo Award, Lisbon, Portugal, 2017, May.
2016[ to top ]
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Assessment of Subjective Influence and Trust with an Online Social Network Game. . In Computers in Human Behavior, 64, pp. 233–246. 2016.