Publications

2026

1. Scale: Deep Reinforcement Learning for Container Scheduling in Serverless Edge Computing

   Chen Chen, Zihan Jia, Andrea Sabbioni, and 2 more authors

   2026

   Bib HTML

   @article{chen2026scale,
     title = {Scale: Deep Reinforcement Learning for Container Scheduling in Serverless Edge Computing},
     author = {Chen, Chen and Jia, Zihan and Sabbioni, Andrea and Farahani, Reza and Jiao, Lei},
     booktitle = {31st IEEE Symposium on Computers and Communications (ISCC)},
     year = {2026},
     organization = {IEEE},
   }

2. Performance Evaluation of Privacy Models for Data Streams on the Edge

   Ilir Murturi, Boris Sedlak, Reza Farahani, and 1 more author

   Internet Technology Letter, 2026

   Bib HTML

   @article{Ilir2026willy,
     title = {Performance Evaluation of Privacy Models for Data Streams on the Edge},
     author = {Murturi, Ilir and Sedlak, Boris and Farahani, Reza and Dustdar, Schahram},
     journal = {Internet Technology Letter},
     year = {2026},
   }

3. DQ-Ladder: A Deep Reinforcement Learning-based Bitrate Ladder for Adaptive Video Streaming

   Reza Farahani, Zoha Azimi, Vignesh V Menon, and 4 more authors

   IEEE Transaction (Under Review), 2026

   Bib HTML

   @article{Farahani2026dqladder,
     title = {DQ-Ladder: A Deep Reinforcement Learning-based Bitrate Ladder for Adaptive Video Streaming},
     author = {Farahani, Reza and Azimi, Zoha and Menon, Vignesh V and Hellwagner, Hermann and Prodan, Radu and Dustdar, Schahram and Timmerer, Christian},
     journal = {IEEE Transaction (Under Review)},
     year = {2026},
   }

4. Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum

   Lauri Lovén, Alaa Saleh, Reza Farahani, and 4 more authors

   IEEE Transaction (Under Review), 2026

   Bib HTML

   @article{loven2026real,
     title = {Real-Time AI Service Economy: A Framework for Agentic Computing Across the Continuum},
     author = {Lov{\'e}n, Lauri and Saleh, Alaa and Farahani, Reza and Murturi, Ilir and L{\'o}pez, Miguel Bordallo and Donta, Praveen Kumar and Dustdar, Schahram},
     journal = {IEEE Transaction (Under Review)},
     year = {2026},
   }

5. Lightweight WebAssembly-Based Intrusion Detection for Zero Trust Edge Networks

   Jonathan Weber, Ilir Murturi, Xhevahir Bajrami, and 3 more authors

   IEEE Access, 2026

   Bib HTML

   @article{weber2026lightweight,
     title = {Lightweight WebAssembly-Based Intrusion Detection for Zero Trust Edge Networks},
     author = {Weber, Jonathan and Murturi, Ilir and Bajrami, Xhevahir and Farahani, Reza and Donta, Praveen Kumar and Dustdar, Schahram},
     journal = {IEEE Access},
     year = {2026},
     publisher = {IEEE},
   }

6. ELLMPEG: An Edge-based Agentic LLM Video Processing Tool

   Zoha Azimi, Reza Farahani, Radu Prodan, and 1 more author

   Accepted in 17th ACM Multimedia Systems Confenrece (MMSys 2026, 2026

   Bib HTML

   @article{azimi2026ellmpeg,
     title = {ELLMPEG: An Edge-based Agentic LLM Video Processing Tool},
     author = {Azimi, Zoha and Farahani, Reza and Prodan, Radu and Timmerer, Christian},
     journal = {Accepted in 17th ACM Multimedia Systems Confenrece (MMSys 2026},
     year = {2026},
   }

2025

1. Agentic Edge Intelligence: A Research Agenda

   Lauri Lovén, Reza Farahani, Ilir Murturi, and 2 more authors

   In Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

   Bib HTML

   @inproceedings{loven2025agentic,
     title = {Agentic Edge Intelligence: A Research Agenda},
     author = {Lov{\'e}n, Lauri and Farahani, Reza and Murturi, Ilir and Sigg, Stephan and Dustdar, Schahram},
     booktitle = {Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing},
     pages = {1--5},
     year = {2025},
   }

2. EnergyLess: An Energy-Aware Serverless Workflow Batch Orchestration on the Computing Continuum

   Reza Farahani and Radu Prodan

   In 2025 IEEE 18th International Conference on Cloud Computing (CLOUD), 2025

   Bib HTML

   @inproceedings{farahani2025energyless,
     title = {EnergyLess: An Energy-Aware Serverless Workflow Batch Orchestration on the Computing Continuum},
     author = {Farahani, Reza and Prodan, Radu},
     booktitle = {2025 IEEE 18th International Conference on Cloud Computing (CLOUD)},
     pages = {243--254},
     year = {2025},
     organization = {IEEE},
   }

3. Osmotic Learning: A Self-Supervised Paradigm for Decentralized Contextual Data Representation

   Mario Colosi, Reza Farahani, Maria Fazio, and 2 more authors

   In 2025 International Joint Conference on Neural Networks (IJCNN), 2025

   Bib HTML

   @inproceedings{colosi2025osmotic,
     title = {Osmotic Learning: A Self-Supervised Paradigm for Decentralized Contextual Data Representation},
     author = {Colosi, Mario and Farahani, Reza and Fazio, Maria and Prodan, Radu and Villari, Massimo},
     booktitle = {2025 International Joint Conference on Neural Networks (IJCNN)},
     pages = {1--9},
     year = {2025},
     organization = {IEEE},
   }

4. Toward Sustainability-Aware LLM Inference on Edge Clusters

   Kolichala Rajashekar, Nafiseh Sharghivand, Radu Prodan, and 1 more author

   International Workshop on Intelligent and Scalable Systems across the Computing Continuum (ScaleSys), 2025

   Bib HTML

   @article{rajashekar2025toward,
     title = {Toward Sustainability-Aware LLM Inference on Edge Clusters},
     author = {Rajashekar, Kolichala and Sharghivand, Nafiseh and Prodan, Radu and Farahani, Reza},
     journal = {International Workshop on Intelligent and Scalable Systems across the Computing Continuum (ScaleSys)},
     year = {2025},
   }

5. Serverless Everywhere: A Comparative Analysis of WebAssembly Workflows Across Browser, Edge, and Cloud

   Mario Colosi, Reza Farahani, Lauri Loven, and 2 more authors

   International Workshop on Intelligent and Scalable Systems across the Computing Continuum (ScaleSys), 2025

   Bib HTML

   @article{colosi2025serverless,
     title = {Serverless Everywhere: A Comparative Analysis of WebAssembly Workflows Across Browser, Edge, and Cloud},
     author = {Colosi, Mario and Farahani, Reza and Loven, Lauri and Prodan, Radu and Villari, Massimo},
     journal = {International Workshop on Intelligent and Scalable Systems across the Computing Continuum (ScaleSys)},
     year = {2025},
   }

6. Predicting Encoding Energy from Low-Pass Anchors for Green Video Streaming

   Zoha Azimi, Reza Farahani, Vignesh V Menon, and 1 more author

   International Workshop on Intelligent and Scalable Systems across the Computing Continuum (ScaleSys), 2025

   Bib HTML

   @article{azimi2025predicting,
     title = {Predicting Encoding Energy from Low-Pass Anchors for Green Video Streaming},
     author = {Azimi, Zoha and Farahani, Reza and Menon, Vignesh V and Timmerer, Christian},
     journal = {International Workshop on Intelligent and Scalable Systems across the Computing Continuum (ScaleSys)},
     year = {2025},
   }

7. Machine Learning-Based Decoding Energy Modeling for VVC Streaming

   Reza Farahani, Vignesh V Menon, and Christian Timmerer

   In 2025 IEEE International Conference on Image Processing (ICIP), 2025

   Bib HTML

   @inproceedings{farahani2025machine,
     title = {Machine Learning-Based Decoding Energy Modeling for VVC Streaming},
     author = {Farahani, Reza and Menon, Vignesh V and Timmerer, Christian},
     booktitle = {2025 IEEE International Conference on Image Processing (ICIP)},
     pages = {2671--2676},
     year = {2025},
     organization = {IEEE},
   }

8. Serverless Orchestration on Edge-Cloud Continuum: From Small Functions to Large Language Models

   Reza Farahani and Radu Prodan

   In 2025 IEEE 45th International Conference on Distributed Computing Systems Workshops (ICDCSW), 2025

   Bib HTML

   @inproceedings{farahani2025serverless-icdcs,
     title = {Serverless Orchestration on Edge-Cloud Continuum: From Small Functions to Large Language Models},
     author = {Farahani, Reza and Prodan, Radu},
     booktitle = {2025 IEEE 45th International Conference on Distributed Computing Systems Workshops (ICDCSW)},
     pages = {403--403},
     year = {2025},
     organization = {IEEE},
   }

9. Serverless Orchestration on the Edge-Cloud Continuum: Challenges and Solutions

   Reza Farahani and Radu Prodan

   In Companion of the 16th ACM/SPEC International Conference on Performance Engineering, 2025

   Bib HTML

   @inproceedings{farahani2025serverless,
     title = {Serverless Orchestration on the Edge-Cloud Continuum: Challenges and Solutions},
     author = {Farahani, Reza and Prodan, Radu},
     booktitle = {Companion of the 16th ACM/SPEC International Conference on Performance Engineering},
     pages = {59--59},
     year = {2025},
   }

10. Towards an Energy-Efficient Video Processing Tool with LLMs

    Zoha Azimi, Reza Farahani, Christian Timmerer, and 1 more author

    In Proceedings of the 4th Mile-High Video Conference, 2025

    Bib HTML

    @inproceedings{azimi2025towards,
      title = {Towards an Energy-Efficient Video Processing Tool with LLMs},
      author = {Azimi, Zoha and Farahani, Reza and Timmerer, Christian and Prodan, Radu},
      booktitle = {Proceedings of the 4th Mile-High Video Conference},
      pages = {89--90},
      year = {2025},
    }

11. Serverless Large Language Models: Edge vs. Cloud Deployment Trade-offs

    Reza Farahani and Radu Prodan

    In Book of Abstracts, 2025

    Bib HTML

    @inproceedings{farahaniserverless,
      title = {Serverless Large Language Models: Edge vs. Cloud Deployment Trade-offs},
      author = {Farahani, Reza and Prodan, Radu},
      booktitle = {Book of Abstracts},
      pages = {29},
      year = {2025},
    }

12. DEEP: Edge-based Dataflow Processing with Hybrid Docker Hub and Regional Registries

    Narges Mehran, Zahra Najafabadi Samani, Reza Farahani, and 2 more authors

    In 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), 2025

    Bib HTML

    @inproceedings{mehran2025deep,
      title = {DEEP: Edge-based Dataflow Processing with Hybrid Docker Hub and Regional Registries},
      author = {Mehran, Narges and Samani, Zahra Najafabadi and Farahani, Reza and Hammer, Josef and Kimovski, Dragi},
      booktitle = {2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)},
      pages = {1039--1042},
      year = {2025},
      organization = {IEEE},
    }

2024

1. HEFTLess: A Bi-objective Serverless Workflow Batch Orchestration on the Computing Continuum

   Reza Farahani, Narges Mehran, Sashko Ristov, and 1 more author

   In 2024 IEEE International Conference on Cluster Computing (CLUSTER), 2024

   Bib HTML

   @inproceedings{farahani2024heftless,
     title = {HEFTLess: A Bi-objective Serverless Workflow Batch Orchestration on the Computing Continuum},
     author = {Farahani, Reza and Mehran, Narges and Ristov, Sashko and Prodan, Radu},
     booktitle = {2024 IEEE International Conference on Cluster Computing (CLUSTER)},
     pages = {286--296},
     year = {2024},
     organization = {IEEE},
   }

2. Towards AI-assisted Sustainable Adaptive Video Streaming Systems: Tutorial and Survey

   Reza Farahani, Zoha Azimi, Christian Timmerer, and 1 more author

   ACM Computing Survey (Under Review), 2024

   Bib HTML

   @article{farahani2024towards-survey,
     title = {Towards AI-assisted Sustainable Adaptive Video Streaming Systems: Tutorial and Survey},
     author = {Farahani, Reza and Azimi, Zoha and Timmerer, Christian and Prodan, Radu},
     journal = {ACM Computing Survey (Under Review)},
     year = {2024},
   }

3. Graph Sampling Quality Prediction for Algorithm Recommendation 🏆 **Distinguished Paper Award**

   S Haleh S Dizaji, Reza Farahani, Jože M Rožanec, and 3 more authors

   In 2024 IEEE 31st International Conference on High Performance Computing, Data, and Analytics (HiPC), 2024

   Bib HTML

   @inproceedings{dizaji2024graph,
     title = {Graph Sampling Quality Prediction for Algorithm Recommendation 🏆 **Distinguished Paper Award**},
     author = {Dizaji, S Haleh S and Farahani, Reza and Ro{\v{z}}anec, Jo{\v{z}}e M and Kimovski, Dragi and Soylu, Ahmet and Prodan, Radu},
     booktitle = {2024 IEEE 31st International Conference on High Performance Computing, Data, and Analytics (HiPC)},
     pages = {243--254},
     year = {2024},
     organization = {IEEE},
   }

4. Serverless Workflow Management on the Computing Continuum: A Mini-survey

   Reza Farahani, Frank Loh, Dumitru Roman, and 1 more author

   In Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

   Bib HTML

   @inproceedings{farahani2024serverless,
     title = {Serverless Workflow Management on the Computing Continuum: A Mini-survey},
     author = {Farahani, Reza and Loh, Frank and Roman, Dumitru and Prodan, Radu},
     booktitle = {Companion of the 15th ACM/SPEC International Conference on Performance Engineering},
     pages = {146--150},
     year = {2024},
   }

5. An Extensive Characterization of Graph Sampling Algorithms

   S Haleh S. Dizaji, Joze M Rozanec, Reza Farahani, and 2 more authors

   In Companion of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

   Bib HTML

   @inproceedings{s2024extensive,
     title = {An Extensive Characterization of Graph Sampling Algorithms},
     author = {S. Dizaji, S Haleh and Rozanec, Joze M and Farahani, Reza and Roman, Dumitru and Prodan, Radu},
     booktitle = {Companion of the 15th ACM/SPEC International Conference on Performance Engineering},
     pages = {135--140},
     year = {2024},
   }

6. Video Quality Assessment with Texture Information Fusion for Streaming Applications

   Vignesh V Menon, Prajit T Rajendran, Reza Farahani, and 2 more authors

   In Proceedings of the 3rd Mile-High Video Conference, 2024

   Bib HTML

   @inproceedings{menon2024video,
     title = {Video Quality Assessment with Texture Information Fusion for Streaming Applications},
     author = {Menon, Vignesh V and Rajendran, Prajit T and Farahani, Reza and Schoeffmann, Klaus and Timmerer, Christian},
     booktitle = {Proceedings of the 3rd Mile-High Video Conference},
     pages = {1--6},
     year = {2024},
   }

7. Towards ML-Driven Video Encoding Parameter Selection for Quality and Energy Optimization

   Zoha Azimi, Reza Farahani, Vignesh V Menon, and 2 more authors

   In 2024 16th International Conference on Quality of Multimedia Experience (QoMEX), 2024

   Bib HTML

   @inproceedings{azimi2024towards,
     title = {Towards ML-Driven Video Encoding Parameter Selection for Quality and Energy Optimization},
     author = {Azimi, Zoha and Farahani, Reza and Menon, Vignesh V and Timmerer, Christian and Prodan, Radu},
     booktitle = {2024 16th International Conference on Quality of Multimedia Experience (QoMEX)},
     pages = {80--83},
     year = {2024},
     organization = {IEEE},
   }

8. Decoding Complexity-aware Bitrate-ladder Estimation for Adaptive VVC Streaming

   Zoha Azimi, Amritha Premkumar, Reza Farahani, and 3 more authors

   In 2024 32nd European Signal Processing Conference (EUSIPCO), 2024

   Bib HTML

   @inproceedings{azimi2024decoding,
     title = {Decoding Complexity-aware Bitrate-ladder Estimation for Adaptive VVC Streaming},
     author = {Azimi, Zoha and Premkumar, Amritha and Farahani, Reza and Menon, Vignesh V and Timmerer, Christian and Prodan, Radu},
     booktitle = {2024 32nd European Signal Processing Conference (EUSIPCO)},
     pages = {942--946},
     year = {2024},
     organization = {IEEE},
   }

9. High Complexity and Bad Quality? Efficiency Assessment for Video QoE Prediction Approaches

   Frank Loh, Gülnaziye Bingöl, Reza Farahani, and 4 more authors

   In 2024 20th International Conference on Network and Service Management (CNSM), 2024

   Bib HTML

   @inproceedings{loh2024high,
     title = {High Complexity and Bad Quality? Efficiency Assessment for Video QoE Prediction Approaches},
     author = {Loh, Frank and Bing{\"o}l, G{\"u}lnaziye and Farahani, Reza and Pimpinella, Andrea and Prodan, Radu and Atzori, Luigi and Ho{\ss}feld, Tobias},
     booktitle = {2024 20th International Conference on Network and Service Management (CNSM)},
     pages = {1--5},
     year = {2024},
     organization = {IEEE},
   }

2023

1. ALIVE: A Latency- and Cost-aware Hybrid P2P-CDN Framework for Live Video Streaming

   Reza Farahani, Ekrem Çetinkaya, Christian Timmerer, and 3 more authors

   IEEE Transactions on Network and Service Management, 2023

   Bib HTML

   @article{farahani2023alive,
     title = {ALIVE: A Latency- and Cost-aware Hybrid P2P-CDN Framework for Live Video Streaming},
     author = {Farahani, Reza and {\c{C}}etinkaya, Ekrem and Timmerer, Christian and Shojafar, Mohammad and Ghanbari, Mohammad and Hellwagner, Hermann},
     journal = {IEEE Transactions on Network and Service Management},
     volume = {21},
     number = {2},
     pages = {1561--1580},
     year = {2023},
     publisher = {IEEE},
   }

2. SARENA: SFC-enabled Architecture for Adaptive Video Streaming Applications

   Reza Farahani, Abdelhak Bentaleb, Christian Timmerer, and 3 more authors

   In ICC 2023-IEEE International Conference on Communications, 2023

   Bib HTML

   @inproceedings{farahani2023sarena,
     title = {SARENA: SFC-enabled Architecture for Adaptive Video Streaming Applications},
     author = {Farahani, Reza and Bentaleb, Abdelhak and Timmerer, Christian and Shojafar, Mohammad and Prodan, Radu and Hellwagner, Hermann},
     booktitle = {ICC 2023-IEEE International Conference on Communications},
     pages = {864--870},
     year = {2023},
     organization = {IEEE},
   }

3. Energy-efficient Multi-codec Bitrate-ladder Estimation for Adaptive Video Streaming

   Vignesh V Menon, Reza Farahani, Prajit T Rajendran, and 3 more authors

   2023 IEEE International Conference on Visual Communications and Image Processing (VCIP), 2023

   Bib HTML

   @article{menon2023energy,
     title = {Energy-efficient Multi-codec Bitrate-ladder Estimation for Adaptive Video Streaming},
     author = {Menon, Vignesh V and Farahani, Reza and Rajendran, Prajit T and Afzal, Samira and Schoeffmann, Klaus and Timmerer, Christian},
     journal = {2023 IEEE International Conference on Visual Communications and Image Processing (VCIP)},
     year = {2023},
   }

4. Designing a Sustainable Serverless Graph Processing Tool on the Computing Continuum

   Reza Farahani, Sashko Ristov, and Radu Prodan

   In European Conference on Parallel Processing, 2023

   Bib HTML

   @inproceedings{farahani2023designing,
     title = {Designing a Sustainable Serverless Graph Processing Tool on the Computing Continuum},
     author = {Farahani, Reza and Ristov, Sashko and Prodan, Radu},
     booktitle = {European Conference on Parallel Processing},
     pages = {210--214},
     year = {2023},
     organization = {Springer},
   }

5. Towards Sustainable Serverless Processing of Massive Graphs on the Computing Continuum

   Reza Farahani, Dragi Kimovski, Sashko Ristov, and 2 more authors

   In Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

   Bib HTML

   @inproceedings{farahani2023towards,
     title = {Towards Sustainable Serverless Processing of Massive Graphs on the Computing Continuum},
     author = {Farahani, Reza and Kimovski, Dragi and Ristov, Sashko and Iosup, Alexandru and Prodan, Radu},
     booktitle = {Companion of the 2023 ACM/SPEC International Conference on Performance Engineering},
     pages = {221--226},
     year = {2023},
   }

6. Large-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS

   Sashko Ristov, Reza Farahani, and Radu Prodan

   In Companion of the 2023 ACM/SPEC international conference on performance engineering, 2023

   Bib HTML

   @inproceedings{ristov2023large,
     title = {Large-scale Graph Processing and Simulation with Serverless Workflows in Federated FaaS},
     author = {Ristov, Sashko and Farahani, Reza and Prodan, Radu},
     booktitle = {Companion of the 2023 ACM/SPEC international conference on performance engineering},
     pages = {227--231},
     year = {2023},
   }

7. Graph Greenifier: Towards Sustainable and Energy-aware Massive Graph Processing in the Computing Continuum

   Alexandru Iosup, Radu Prodan, Ana-Lucia Varbanescu, and 7 more authors

   In Companion of the 2023 ACM/SPEC International Conference on Performance Engineering, 2023

   Bib HTML

   @inproceedings{iosup2023graph,
     title = {Graph Greenifier: Towards Sustainable and Energy-aware Massive Graph Processing in the Computing Continuum},
     author = {Iosup, Alexandru and Prodan, Radu and Varbanescu, Ana-Lucia and Talluri, Sacheendra and Magalhaes, Gilles and Hokstam, Kailhan and Zwaan, Hugo and Van Beek, Vincent and Farahani, Reza and Kimovski, Dragi},
     booktitle = {Companion of the 2023 ACM/SPEC International Conference on Performance Engineering},
     pages = {209--214},
     year = {2023},
   }

8. Transcoding Quality Prediction for Adaptive Video Streaming

   Vignesh V Menon, Reza Farahani, Prajit T Rajendran, and 3 more authors

   In Proceedings of the 2nd Mile-High Video Conference, 2023

   Bib HTML

   @inproceedings{menon2023transcoding,
     title = {Transcoding Quality Prediction for Adaptive Video Streaming},
     author = {Menon, Vignesh V and Farahani, Reza and Rajendran, Prajit T and Ghanbari, Mohammed and Hellwagner, Hermann and Timmerer, Christian},
     booktitle = {Proceedings of the 2nd Mile-High Video Conference},
     pages = {103--109},
     year = {2023},
   }

9. Context-Aware HTTP Adaptive Video Streaming Utilizing QUIC’s Stream Priority

   Sindhu Chellappa, Reza Farahani, Radim Bartos, and 1 more author

   In Proceedings of the 2nd Mile-High Video Conference, 2023

   Bib HTML

   @inproceedings{chellappa2023context,
     title = {Context-Aware HTTP Adaptive Video Streaming Utilizing QUIC's Stream Priority},
     author = {Chellappa, Sindhu and Farahani, Reza and Bartos, Radim and Hellwagner, Hermann},
     booktitle = {Proceedings of the 2nd Mile-High Video Conference},
     pages = {144--145},
     year = {2023},
   }

10. Which CDN to Download from? A Client and Server Strategies

    Abdelhak Bentaleb, Reza Farahani, Farzad Tashtarian, and 2 more authors

    In Proceedings of the 2nd Mile-High Video Conference, 2023

    Bib HTML

    @inproceedings{bentaleb2023cdn,
      title = {Which CDN to Download from? A Client and Server Strategies},
      author = {Bentaleb, Abdelhak and Farahani, Reza and Tashtarian, Farzad and Hellwagner, Hermann and Zimmermann, Roger},
      booktitle = {Proceedings of the 2nd Mile-High Video Conference},
      pages = {135--136},
      year = {2023},
    }

11. CP-Steering: CDN-and Protocol-Aware Content Steering Solution for HTTP Adaptive Video Streaming

    Reza Farahani, Abdelhak Bentaleb, Mohammad Shojafar, and 1 more author

    In Proceedings of the 2nd Mile-High Video Conference, 2023

    Bib HTML

    @inproceedings{farahani2023cp,
      title = {CP-Steering: CDN-and Protocol-Aware Content Steering Solution for HTTP Adaptive Video Streaming},
      author = {Farahani, Reza and Bentaleb, Abdelhak and Shojafar, Mohammad and Hellwagner, Hermann},
      booktitle = {Proceedings of the 2nd Mile-High Video Conference},
      pages = {149--150},
      year = {2023},
    }

12. Towards Low-latency and Energy-efficient Hybrid P2P-CDN Live Video Streaming

    Reza Farahani, Christian Timmerer, and Hermann Hellwagner

    Special Issue on Sustainable Multimedia Communications and Services, IEEE MMTC Communications 2023, 2023

    Bib HTML

    @article{farahani2024towards,
      title = {Towards Low-latency and Energy-efficient Hybrid P2P-CDN Live Video Streaming},
      author = {Farahani, Reza and Timmerer, Christian and Hellwagner, Hermann},
      journal = {Special Issue on Sustainable Multimedia Communications and Services, IEEE MMTC Communications 2023},
      year = {2023},
    }

2022

1. ARARAT: A Collaborative Edge-assisted Framework for HTTP Adaptive Video Streaming

   Reza Farahani, Mohammad Shojafar, Christian Timmerer, and 3 more authors

   IEEE Transactions on Network and Service Management, 2022

   Bib HTML

   @article{farahani2022ararat,
     title = {ARARAT: A Collaborative Edge-assisted Framework for HTTP Adaptive Video Streaming},
     author = {Farahani, Reza and Shojafar, Mohammad and Timmerer, Christian and Tashtarian, Farzad and Ghanbari, Mohammad and Hellwagner, Hermann},
     journal = {IEEE Transactions on Network and Service Management},
     volume = {20},
     number = {1},
     pages = {625--643},
     year = {2022},
     publisher = {IEEE},
   }

2. Hybrid P2P-CDN Architecture for Live Video Streaming: An Online Learning Approach

   Reza Farahani, Abdelhak Bentaleb, Ekrem Çetinkaya, and 3 more authors

   In GLOBECOM 2022-2022 IEEE Global Communications Conference, 2022

   Bib HTML

   @inproceedings{farahani2022hybrid,
     title = {Hybrid P2P-CDN Architecture for Live Video Streaming: An Online Learning Approach},
     author = {Farahani, Reza and Bentaleb, Abdelhak and {\c{C}}etinkaya, Ekrem and Timmerer, Christian and Zimmermann, Roger and Hellwagner, Hermann},
     booktitle = {GLOBECOM 2022-2022 IEEE Global Communications Conference},
     pages = {1911--1917},
     year = {2022},
     organization = {IEEE},
   }

3. LEADER: A Collaborative Edge- and SDN-assisted Framework for HTTP Adaptive Video Streaming

   Reza Farahani, Farzad Tashtarian, Christian Timmerer, and 2 more authors

   In ICC 2022-IEEE International Conference on Communications, 2022

   Bib HTML

   @inproceedings{farahani2022leader,
     title = {LEADER: A Collaborative Edge- and SDN-assisted Framework for HTTP Adaptive Video Streaming},
     author = {Farahani, Reza and Tashtarian, Farzad and Timmerer, Christian and Ghanbar, Mohammad and Hellwagner, Hermann},
     booktitle = {ICC 2022-IEEE International Conference on Communications},
     pages = {745--750},
     year = {2022},
     organization = {IEEE},
   }

4. RICHTER: Hybrid P2P-CDN Architecture for Low Latency Live Video Streaming

   Reza Farahani, Hadi Amirpour, Farzad Tashtarian, and 4 more authors

   In Proceedings of the 1st Mile-High Video Conference, 2022

   Bib HTML

   @inproceedings{farahani2022richter,
     title = {RICHTER: Hybrid P2P-CDN Architecture for Low Latency Live Video Streaming},
     author = {Farahani, Reza and Amirpour, Hadi and Tashtarian, Farzad and Bentaleb, Abdelhak and Timmerer, Christian and Hellwagner, Hermann and Zimmermann, Roger},
     booktitle = {Proceedings of the 1st Mile-High Video Conference},
     pages = {87--88},
     year = {2022},
   }

5. Towards Low Latency Live Streaming: Challenges in a Real-world Deployment

   Reza Shokri Kalan, Reza Farahani, Emre Karsli, and 2 more authors

   In Proceedings of the 13th ACM Multimedia Systems Conference, 2022

   Bib HTML

   @inproceedings{kalan2022towards,
     title = {Towards Low Latency Live Streaming: Challenges in a Real-world Deployment},
     author = {Kalan, Reza Shokri and Farahani, Reza and Karsli, Emre and Timmerer, Christian and Hellwagner, Hermann},
     booktitle = {Proceedings of the 13th ACM Multimedia Systems Conference},
     pages = {315--318},
     year = {2022},
   }

2021

1. CSDN: CDN-aware QoE Optimization in SDN-assisted HTTP Adaptive Video Streaming

   Reza Farahani, Farzad Tashtarian, Hadi Amirpour, and 3 more authors

   In 2021 IEEE 46th Conference on Local Computer Networks (LCN), 2021

   Bib HTML

   @inproceedings{farahani2021csdn,
     title = {CSDN: CDN-aware QoE Optimization in SDN-assisted HTTP Adaptive Video Streaming},
     author = {Farahani, Reza and Tashtarian, Farzad and Amirpour, Hadi and Timmerer, Christian and Ghanbari, Mohammad and Hellwagner, Hermann},
     booktitle = {2021 IEEE 46th Conference on Local Computer Networks (LCN)},
     pages = {525--532},
     year = {2021},
     organization = {IEEE},
   }

2. ES-HAS: An Edge- and SDN-assisted Framework for HTTP Adaptive Video Streaming

   Reza Farahani, Farzad Tashtarian, Alireza Erfanian, and 3 more authors

   In Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video, 2021

   Bib HTML

   @inproceedings{farahani2021has,
     title = {ES-HAS: An Edge- and SDN-assisted Framework for HTTP Adaptive Video Streaming},
     author = {Farahani, Reza and Tashtarian, Farzad and Erfanian, Alireza and Timmerer, Christian and Ghanbari, Mohammad and Hellwagner, Hermann},
     booktitle = {Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video},
     pages = {50--57},
     year = {2021},
   }

3. CDN and SDN Support and Player Interaction for HTTP Adaptive Video Streaming

   Reza Farahani

   In Proceedings of the 12th ACM Multimedia Systems Conference, 2021

   Bib HTML

   @inproceedings{farahani2021cdn,
     title = {CDN and SDN Support and Player Interaction for HTTP Adaptive Video Streaming},
     author = {Farahani, Reza},
     booktitle = {Proceedings of the 12th ACM Multimedia Systems Conference},
     pages = {398--402},
     year = {2021},
   }

4. A Distributed Delivery Architecture for User Generated Content Live Streaming over HTTP

   Farzad Tashtarian, Abdelhak Bentaleb, Reza Farahani, and 4 more authors

   In 2021 IEEE 46th Conference on Local Computer Networks (LCN), 2021

   Bib HTML

   @inproceedings{tashtarian2021distributed,
     title = {A Distributed Delivery Architecture for User Generated Content Live Streaming over HTTP},
     author = {Tashtarian, Farzad and Bentaleb, Abdelhak and Farahani, Reza and Nguyen, Minh and Timmerer, Christian and Hellwagner, Hermann and Zimmermann, Roger},
     booktitle = {2021 IEEE 46th Conference on Local Computer Networks (LCN)},
     pages = {162--169},
     year = {2021},
     organization = {IEEE},
   }

2020

1. On Optimizing Resource Utilization in AVC-based Real-time Video Streaming

   Alireza Erfanian, Farzad Tashtarian, Reza Farahani, and 2 more authors

   In 2020 6th IEEE conference on network softwarization (NetSoft), 2020

   Bib HTML

   @inproceedings{erfanian2020optimizing,
     title = {On Optimizing Resource Utilization in AVC-based Real-time Video Streaming},
     author = {Erfanian, Alireza and Tashtarian, Farzad and Farahani, Reza and Timmerer, Christian and Hellwagner, Hermann},
     booktitle = {2020 6th IEEE conference on network softwarization (NetSoft)},
     pages = {301--309},
     year = {2020},
     organization = {IEEE},
   }

2018

1. Public-Key Based Routing In Internet For Anonymous Data Communication

   Reza Mirzaei, Reza Farahani, and Naser Yazdani

   In 2018 9th International Symposium on Telecommunications (IST), 2018

   Bib HTML

   @inproceedings{mirzaei2018public,
     title = {Public-Key Based Routing In Internet For Anonymous Data Communication},
     author = {Mirzaei, Reza and Farahani, Reza and Yazdani, Naser},
     booktitle = {2018 9th International Symposium on Telecommunications (IST)},
     pages = {58--64},
     year = {2018},
     organization = {IEEE},
   }