@conference {1657,
	title = {DMC: A Differential Marketplace for Cloud Resources},
	booktitle = {19th Annual IEEE/ACM International Symposium in Cluster, Cloud, and Grid Computing (CCGrid 2019)},
	year = {2019},
	month = {05/2019},
	publisher = {IEEE},
	organization = {IEEE},
	address = {Larnaca, Cyprus},
	author = {Abhinandan S. Prasad and Mayutan Arumaithurai and David Koll and Xiaoming Fu}
}
@conference {1632,
	title = {OFM: An Online Fisher Market for Cloud Computing},
	booktitle = {IEEE INFOCOM 2019},
	year = {2019},
	month = {05/2019},
	address = {Paris, France},
	abstract = {<p>Currently, cloud computing is a primary enabler of new paradigms such as edge and fog computing. One open issue is the pricing of services or resources. Current pricing schemes are usually oligopolistic and not fair. In this work, we propose OFM, an online learning based marketplace that dynamically determines the price for arbitrary resource types based on supply and demand existing at that period. Unlike state of the art solutions, OFM can handle an arbitrary number of customers and resource types at every instance of time. It further performs integral allocation of resources and thereby avoids the unbounded integrality gap. We evaluate OFM with both real and synthetic datasets to reflect varying buying interests, the number of resources sold and market volatility to demonstrate the feasibility of our solution for several realistic scenarios. We observe that (i) OFM achieves about 95\% of optimal prices and maximizes the Nash social welfare (NSW); (ii) OFM converges faster and works with different data distributions; and (iii) OFM scales for a large number of resources and buyers and computational time is in the order of microseconds, making it applicable for real-time use cases especially in edge markets.</p>
},
	author = {Abhinandan S. Prasad and Mayutan Arumaithurai and David Koll and Yuming Jiang and Xiaoming Fu}
}
@article {DBLP:journals/fgcs/PrasadKIAHF18,
	title = {RConf(PD): Automated resource configuration of complex services in the cloud},
	journal = {Future Generation Comp. Syst.},
	volume = {87},
	year = {2018},
	pages = {639{\textendash}650},
	doi = {10.1016/j.future.2018.02.027},
	url = {https://doi.org/10.1016/j.future.2018.02.027},
	author = {Abhinandan S. Prasad and David Koll and Jesus Omana Iglesias and Jordi Arjona Aroca and Volker Hilt and Xiaoming Fu}
}
@conference {DBLP:conf/ccgrid/PrasadKIAH017,
	title = {Optimal Resource Configuration of Complex Services in the Cloud},
	booktitle = {Proceedings of the 17th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid Computing, {CCGRID} 2017, Madrid, Spain, May 14-17, 2017},
	year = {2017},
	pages = {42{\textendash}53},
	publisher = {{IEEE} Computer Society / {ACM}},
	organization = {{IEEE} Computer Society / {ACM}},
	doi = {10.1109/CCGRID.2017.67},
	url = {https://doi.org/10.1109/CCGRID.2017.67},
	author = {Abhinandan S. Prasad and David Koll and Jesus Omana Iglesias and Jordi Arjona Aroca and Volker Hilt and Xiaoming Fu}
}
@conference {DBLP:conf/sigcomm/PrasadAK017,
	title = {{RAERA:} {A} Robust Auctioning Approach for Edge Resource Allocation},
	booktitle = {Proceedings of the Workshop on Mobile Edge Communications, MECOMM@SIGCOMM 2017, Los Angeles, CA, USA, August 21, 2017},
	year = {2017},
	pages = {49{\textendash}54},
	publisher = {{ACM}},
	organization = {{ACM}},
	doi = {10.1145/3098208.3098217},
	url = {http://doi.acm.org/10.1145/3098208.3098217},
	author = {Abhinandan S. Prasad and Mayutan Arumaithurai and David Koll and Xiaoming Fu},
	editor = {Jon Crowcroft and Joe Mambretti and George Pavlou and George C. Polyzos and Ioannis Psaras and Kun Yang and Mays F. Al-Naday and Konstantinos V. Katsaros and Martin J. Reed}
}
@conference {DBLP:conf/ewsdn/PrasadKF15,
	title = {On the Security of Software-Defined Networks},
	booktitle = {Fourth European Workshop on Software Defined Networks, {EWSDN} 2015, Bilbao, Spain, September 30 - October 2, 2015},
	year = {2015},
	pages = {105{\textendash}106},
	publisher = {{IEEE} Computer Society},
	organization = {{IEEE} Computer Society},
	doi = {10.1109/EWSDN.2015.70},
	url = {https://doi.org/10.1109/EWSDN.2015.70},
	author = {Abhinandan S. Prasad and David Koll and Xiaoming Fu}
}
