Ludwig Dierks
About Me
I am a tenure-track assistant professor in the Information and Decision Science Department of the University of Illinois at Chicago. Additionally, I have a courtesy appointment with the Computer Science department. Before coming to Chicago, I visited the Multi-Agent Laboratory at Kyushu University as a SNSF Postdoc.Mobility Fellow. I study market design problems at the intersection of computer science, economics, and operations research in a variety of different domains such as cloud computing markets, drone airspace assignment, adoption from foster care, and subscription services.
I earned my PhD under Prof. Sven Seuken at the University of Zurich in 2021 and hold an M.Sc. in Mathematics in Operations Research from TU Munich. In 2018, I was a research intern in the Office of the Chief Economist of Microsoft.
Research
Cloud Computing
Cloud computing is a billion dollar market where providers provision computational resources that customers can then rent long-term or on demand. This domain is characterized by the tension between needing to guarantee high resource availability while simultaneously maximizing the utilization of resources, merging economic and operational challenges.
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Ludwig Dierks, Sven Seuken (2021) Cloud Pricing: The Spot Market Strikes Back. Management Science 68(1):105-122
Adoption from Foster Care
Hundreds of thousands of children are in foster care in the US alone, with many going years without finding a permanent home. Finding good families, especially for children that are disadvantaged by various factors, is an important, but challenging, societal problem.
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Nils Olberg, Ludwig Dierks, Sven Seuken, Vincent Slaugh and Utku Ünver (2022) Search and Matching for Adoption from Foster Care. (under review)
Drone Airspace Allocation
Governments around the globe are currently overhauling their regulations for low altitude airspace to enable a rising number of unnamed aerial vehicle flights. A large number of heterogeneous, self interested drone operators, uncertainty about future demand and the computational complexity of finding optimal routes combine to a complex mechanism design problem. Current policy proposals such as a First-Come-First-Serve allocation still carry various limitations and inefficiencies that may lead to market failure once airspace is sufficiently congested.
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Sven Seuken, Paul Friedrich and Ludwig Dierks (2022) Market Design for Drone Traffic Management. Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI’22)
Publications
Journal Publications
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Ludwig Dierks, Sven Seuken (2021) Cloud Pricing: The Spot Market Strikes Back. Management Science 68(1):105-122 (Previously appeared as a 1-page extended abstract at EC'19)
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Ludwig Dierks, Ian Kash and Sven Seuken (2021) On the cluster admission problem for cloud computing. Journal of Artificial Intelligence Research (JAIR) 71 (2021): 1-40 (Previously appeared as a 6-page extended abstract at NetEcon'19)
Peer-reviewed Conference and Workshop Publications
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Ludwig Dierks and Makoto Yokoo; When Should Prices Stay Fixed? (2024) On the Chances and Limitations of Spot Pricing in Larger Markets. SIGMETRICS'24 (forthcoming)
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Bo You, Ludwig Dierks, Taiki Todo, Minming Li and Makoto Yokoo (2022) Strategy-Proof House Allocation with Existing Tenants over Social Networks. Proceedings of the 21th International Conference on Autonomous Agents and Multiagent Systems (AAMAS’22)
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Sven Seuken, Paul Friedrich and Ludwig Dierks (2022) Market Design for Drone Traffic Management. Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI’22)
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Ludwig Dierks and Sven Seuken (2020) The Competitive Effects of Variance-based Pricing. Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI’20)
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Ludwig Dierks and Sven Seuken (2019) Cloud Pricing: The Spot Market Strikes Back. Proceedings of the 20th ACM Conference on Economics and Computation (EC’19); Extended Abstract (full version in Management Science)
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Ludwig Dierks, Ian Kash and Sven Seuken (2019) On the cluster admission problem for cloud computing. Proceedings of the 14th Workshop on the Economics of Networks (NetEcon’19); 6-page Extended Abstract (full version in JAIR)
Ongoing Projects
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Ludwig Dierks, Makoto Yokoo; Information Goods: Externality-Based Upgrades and Income Effects.
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Ludwig Dierks, Vincent Slaugh and Utku Ünver; Adoption Platform Design to Improve
Outcomes for Children with Disabilities. -
Ludwig Dierks and Sven Seuken; Export Restrictions in the Face of COVID-19: A Game-Theoretic Analysis of Global Demand Shocks.
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Ludwig Dierks, Jacob LaRiviere, Aadharsh Kannan, and Thomas Moscibroda; Efficiency Gains from Flexible Scheduling Policies in the Cloud.
Public Working Papers
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Nils Olberg, Ludwig Dierks, Sven Seuken, Vincent Slaugh and Utku Ünver (2022) Search and Matching for Adoption from Foster Care. Arxiv
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Ludwig Dierks and Sven Seuken (2021) Revenue Maximization for Consumer Software: Subscription or Perpetual License?. Arxiv