@article {42701,
	title = {Energy-Saving Solutions for Cellular Internet of Things{\textendash}A Survey},
	journal = {IEEE Access},
	volume = {10},
	year = {2022},
	pages = {62073-62096},
	publisher = {IEEE},
	abstract = {The Cellular Internet of Things (CIoT), a new paradigm, paves the way for a large-scale deployment of IoT devices. CIoT promises enhanced coverage and massive deployment of low-cost IoT devices with an expected battery life of up to 10 years. However, such a long battery life can only be achieved provided the CIoT device is configured with energy efficiency in mind. This paper conducts a comprehensive survey on energy-saving solutions in 3GPP-based CIoT networks. In comparison to current studies, the contribution of this paper is the classification and an extensive analysis of existing energy-saving solutions for CIoT, e.g., configuration of particular parameter values and software modifications of transport- or radio-layer protocols, while also stressing key parameters impacting the energy consumption such as the frequency of data reporting, discontinuous reception cycles (DRX), and Radio Resource Control (RRC) timers. In addition, we discuss shortcomings, limitations, and possible opportunities which can be investigated in the future to reduce the energy consumption of CIoT devices.},
	author = {Muhammad Tahir {Abbas} and Grinnemo, Karl-Johan and Eklund, Johan and Alfredsson, Stefan and Rajiullah, Mohammad and Brunstr{\"o}m, Anna and Caso, Giuseppe and Kousias, Konstantinos and Alay, {\"O}zg{\"u}}
}
@inproceedings {42700,
	title = {On the Energy-efficient Use of Discontinuous Reception and Release Assistance in NB-IoT},
	journal = {The IEEE 8th World Forum on Internet of Things (IEEE WFIoT) 2022},
	year = {2022},
	publisher = {IEEE Communications Society},
	abstract = {Cellular Internet of Things (CIoT) is a Low-Power Wide-Area Network (LPWAN) technology. It aims for cheap, low-complexity IoT devices that enable large-scale deployments and wide-area coverage. Moreover, to make large-scale deployments of CIoT devices in remote and hard-to-access locations possible, a long device battery life is one of the main objectives of these devices. To this end, 3GPP has defined several energy-saving mechanisms for CIoT technologies, not least for the Narrow-Band Internet of Things~(NB-IoT) technology, one of the major CIoT technologies. Examples of mechanisms defined include CONNECTED-mode DRX (cDRX), Release Assistance Indicator (RAI), and Power Saving Mode (PSM). This paper considers the impact of the essential energy-saving mechanisms on minimizing the energy consumption of NB-IoT devices, especially the cDRX and RAI mechanisms. The paper uses a purpose-built NB-IoT simulator that has been tested in terms of its built-in energy-saving mechanisms and validated with real-world NB-IoT measurements. The simulated results show that it is possible to save 70\%-90\% in energy consumption by enabling the cDRX and RAI. In fact, the results suggest that battery life of 10\,years is only achievable provided the cDRX, RAI, and PSM energy-saving mechanisms are correctly configured and used.},
	author = {Mohammad Tahir {Abbas} and Eklund, Johan and Brunstr{\"o}m, Anna and Alfredsson, Stefan and Rajiullah, Mohammad and Grinnemo, Karl-Johan and Caso, Giuseppe and Kousias, Konstantinos and Alay, {\"O}zg{\"u}}
}
@inproceedings {27699,
	title = {Guidelines for an Energy Efficient Tuning of the NB-IoT Stack},
	journal = {The 45th IEEE Conference on Local Computer Networks (LCN)},
	year = {2020},
	publisher = {IEEE},
	author = {M. T. {Abbas} and Eklund, J. and Grinnemo, K-J. and Brunstr{\"o}m, Anna and Alfredsson, Stefan and Alay, {\"O}zg{\"u} and Katona, S. and Seres, G. and Rathonyl, B.}
}
@inproceedings {27698,
	title = {Open Dataset of Operational Mobile Networks},
	journal = {ACM International Symposium on Mobility Management and Wireless Access (MobiWac)},
	year = {2020},
	publisher = {Association for Computing Machinery},
	address = {New York, NY, USA},
	isbn = {9781450381192},
	author = {ali safari {Khatouni} and trevisan, martino and giardano, d. and Rajiullah, Mohammad and Alfredsson, Stefan and Brunstr{\"o}m, Anna and Midoglu, Cise and Alay, {\"O}zg{\"u}}
}
@article {26036,
	title = {Results from Running an Experiment as a Service Platform for Mobile Broadband Networks in Europe},
	journal = {Elsevier Computer Communications},
	volume = {133},
	year = {2019},
	month = {01/2019},
	pages = {89-101},
	publisher = {Elsevier},
	author = {Mancuso, Vincenzo and Miguel Peon {Quiros} and Midoglu, Cise and moulay, mohamed and comite, Vincenzo and Lutu, Andra and Alay, {\"O}zg{\"u} and Alfredsson, Stefan and rajiulah, mohamed and Brunstr{\"o}m, Anna and mellia, marco and ali safari {Khatouni} and hirsch, thomas}
}
@inproceedings {26429,
	title = {Web Experience in Operational Mobile Networks: Lessons from Two Million Page Visits},
	journal = {WWW {\textquoteright}19: The World Wide Web Conference},
	year = {2019},
	pages = {1532-1543},
	publisher = {ACM},
	author = {Rajiullah, Mohammad and Lutu, Andra and ali safari {Khatouni} and Fida, Mah-rukh and mellia, marco and Brunstr{\"o}m, Anna and Alay, {\"O}zg{\"u} and Alfredsson, Stefan and Mancuso, Vincenzo}
}
@inproceedings {mobi17,
	title = {Experience: An Open Platform for Experimentation with Commercial Mobile Broadband Networks},
	journal = {Proc. of ACM Mobicom.},
	year = {2017},
	publisher = {ACM},
	author = {Alay, {\"O}zg{\"u} and Lutu, Andra and Miguel Peon {Quiros} and Mancuso, Vincenzo and hirsch, thomas and Evensen, Kristian and Audun Fosselie {Hansen} and Alfredsson, Stefan and karlsson, jonas and Brunstr{\"o}m, Anna and ali safari {Khatouni} and Mellia, M. and Marco Ajmone {Marsan}}
}
@inproceedings {25399,
	title = {Speedtest-like Measurements in 3G/4G Networks: the MONROE Experience},
	journal = {29th International Teletraffic Congress (ITC 29)},
	year = {2017},
	publisher = {IEEE},
	doi = {10.23919/ITC.2017.8064353},
	author = {ali safari {Khatouni} and mellia, marco and Marco Ajmone {Marsan} and Alfredsson, Stefan and karlsson, jonas and Brunstr{\"o}m, Anna and Alay, {\"O}zg{\"u} and Lutu, Andra and Midoglu, Cise and Mancuso, Vincenzo},
	editor = {Zinner, Thomas and Aguero, Ramon and Kuladinithi, Koojana and Timm-Giel, Andreas and Ho{\ss}feld, Tobias}
}
@inproceedings {25283,
	title = {Measuring and Assessing Mobile Broadband Networks with MONROE},
	journal = {WoWMoM, demo paper},
	year = {2016},
	publisher = {IEEE},
	author = {Alay, {\"O}zg{\"u} and Lutu, Andra and Garcia, Rafael and Miguel Peon {Quiros} and Mancuso, Vincenzo and hirsch, thomas and dely, tobias and Werme, Jonas and Evensen, Kristian and Audun Fosselie {Hansen} and Alfredsson, Stefan and karlsson, jonas and Brunstr{\"o}m, Anna and ali safari {Khatouni} and mellia, marco and Marco Ajmone {Marsan} and monno, roberto and Lonsethagen, Hakon}
}
@inproceedings {25262,
	title = {MONROE, a distributed platform to measure and assess mobile broadband networks},
	journal = {Mobicom, Wintech Workshop and All Things Cellular Workshop, demo paper},
	year = {2016},
	publisher = {ACM},
	author = {Alay, {\"O}zg{\"u} and Lutu, Andra and Garcia, Rafael and Miguel Peon {Quiros} and Mancuso, Vincenzo and hirsch, thomas and dely, tobias and Werme, Jonas and Evensen, Kristian and Audun Fosselie {Hansen} and Alfredsson, Stefan and karlsson, jonas and Brunstr{\"o}m, Anna and ali safari {Khatouni} and mellia, marco and Marco Ajmone {Marsan} and monno, roberto and Lonsethagen, Hakon}
}
@inproceedings {23591,
	title = {Cellular Network Measurements: A Study of Four Swedish HSDPA+ and LTE Networks},
	journal = {Proceedings of the 3rd International NorNet Users Workshop (NNUW-3)},
	year = {2015},
	month = {08/2015},
	publisher = {Simula Research Laboratory},
	address = {Fornebu, Akershus/Norway},
	keywords = {HSDPA+, LTE, Measurements, Mobile Broadband, Testbed},
	author = {Brunstr{\"o}m, Anna},
	editor = {Garcia, Johan and Alfredsson, Stefan}
}
@inproceedings {23717,
	title = {TADA: An Active Measurement Tool for Automatic Detection of AQM},
	journal = {Valuetools 2015, Proceedings of the 9th EAI International Conference on Performance Evaluation Methodologies and Tools},
	year = {2015},
	author = {Minoo Kargar {Bideh} and Petlund, Andreas and Griwodz, Carsten and Ahmed, Iffat and Halvorsen, P{\r a}l and Behjati, Razieh and Brunstr{\"o}m, Anna and Alfredsson, Stefan}
}
