@article{KossmannSchlosser2020,
  author    = {Kossmann, Jan and Schlosser, Rainer},
  title     = {Self-driving database systems},
  series = {Distributed and parallel databases},
  volume    = {38},
  journal   = {Distributed and parallel databases},
  number    = {4},
  publisher = {Springer},
  address   = {Dordrecht},
  issn      = {0926-8782},
  doi       = {10.1007/s10619-020-07288-w},
  pages     = {795 -- 817},
  year      = {2020},
  abstract  = {Challenges for self-driving database systems, which tune their physical design and configuration autonomously, are manifold: Such systems have to anticipate future workloads, find robust configurations efficiently, and incorporate knowledge gained by previous actions into later decisions. We present a component-based framework for self-driving database systems that enables database integration and development of self-managing functionality with low overhead by relying on separation of concerns. By keeping the components of the framework reusable and exchangeable, experiments are simplified, which promotes further research in that area. Moreover, to optimize multiple mutually dependent features, e.g., index selection and compression configurations, we propose a linear programming (LP) based algorithm to derive an efficient tuning order automatically. Afterwards, we demonstrate the applicability and scalability of our approach with reproducible examples.},
  language  = {en}
}
@article{WojcikCeulemansGaedke2021,
  author    = {Wojcik, Laurie Anne and Ceulemans, Ruben and Gaedke, Ursula},
  title     = {Functional diversity buffers the effects of a pulse perturbation on the dynamics of tritrophic food webs},
  series = {Ecology and Evolution},
  volume    = {11},
  journal   = {Ecology and Evolution},
  number    = {22},
  publisher = {John Wiley \& Sons, Inc.},
  address   = {Hoboken (New Jersey)},
  issn      = {2045-7758},
  doi       = {10.1002/ece3.8214},
  pages     = {15639 -- 15663},
  year      = {2021},
  abstract  = {Biodiversity decline causes a loss of functional diversity, which threatens ecosystems through a dangerous feedback loop: This loss may hamper ecosystems' ability to buffer environmental changes, leading to further biodiversity losses. In this context, the increasing frequency of human-induced excessive loading of nutrients causes major problems in aquatic systems. Previous studies investigating how functional diversity influences the response of food webs to disturbances have mainly considered systems with at most two functionally diverse trophic levels. We investigated the effects of functional diversity on the robustness, that is, resistance, resilience, and elasticity, using a tritrophic—and thus more realistic—plankton food web model. We compared a non-adaptive food chain with no diversity within the individual trophic levels to a more diverse food web with three adaptive trophic levels. The species fitness differences were balanced through trade-offs between defense/growth rate for prey and selectivity/half-saturation constant for predators. We showed that the resistance, resilience, and elasticity of tritrophic food webs decreased with larger perturbation sizes and depended on the state of the system when the perturbation occurred. Importantly, we found that a more diverse food web was generally more resistant and resilient but its elasticity was context-dependent. Particularly, functional diversity reduced the probability of a regime shift toward a non-desirable alternative state. The basal-intermediate interaction consistently determined the robustness against a nutrient pulse despite the complex influence of the shape and type of the dynamical attractors. This relationship was strongly influenced by the diversity present and the third trophic level. Overall, using a food web model of realistic complexity, this study confirms the destructive potential of the positive feedback loop between biodiversity loss and robustness, by uncovering mechanisms leading to a decrease in resistance, resilience, and potentially elasticity as functional diversity declines.},
  language  = {en}
}
@misc{WojcikCeulemansGaedke2021,
  author    = {Wojcik, Laurie Anne and Ceulemans, Ruben and Gaedke, Ursula},
  title     = {Functional diversity buffers the effects of a pulse perturbation on the dynamics of tritrophic food webs},
  series = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe},
  journal   = {Zweitver{\"o}ffentlichungen der Universit{\"a}t Potsdam : Mathematisch-Naturwissenschaftliche Reihe},
  number    = {1251},
  issn      = {1866-8372},
  doi       = {10.25932/publishup-55373},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-553730},
  pages     = {25},
  year      = {2021},
  abstract  = {Biodiversity decline causes a loss of functional diversity, which threatens ecosystems through a dangerous feedback loop: This loss may hamper ecosystems' ability to buffer environmental changes, leading to further biodiversity losses. In this context, the increasing frequency of human-induced excessive loading of nutrients causes major problems in aquatic systems. Previous studies investigating how functional diversity influences the response of food webs to disturbances have mainly considered systems with at most two functionally diverse trophic levels. We investigated the effects of functional diversity on the robustness, that is, resistance, resilience, and elasticity, using a tritrophic—and thus more realistic—plankton food web model. We compared a non-adaptive food chain with no diversity within the individual trophic levels to a more diverse food web with three adaptive trophic levels. The species fitness differences were balanced through trade-offs between defense/growth rate for prey and selectivity/half-saturation constant for predators. We showed that the resistance, resilience, and elasticity of tritrophic food webs decreased with larger perturbation sizes and depended on the state of the system when the perturbation occurred. Importantly, we found that a more diverse food web was generally more resistant and resilient but its elasticity was context-dependent. Particularly, functional diversity reduced the probability of a regime shift toward a non-desirable alternative state. The basal-intermediate interaction consistently determined the robustness against a nutrient pulse despite the complex influence of the shape and type of the dynamical attractors. This relationship was strongly influenced by the diversity present and the third trophic level. Overall, using a food web model of realistic complexity, this study confirms the destructive potential of the positive feedback loop between biodiversity loss and robustness, by uncovering mechanisms leading to a decrease in resistance, resilience, and potentially elasticity as functional diversity declines.},
  language  = {en}
}
@article{BarschkettHuebenerLeibingetal.2023,
  author    = {Barschkett, Mara and Huebener, Mathias and Leibing, Andreas and Marcus, Jan and Margaryan, Shushanik},
  title     = {The long-term effects of measles vaccination on earnings and employment},
  series = {Journal of comments and replications in economics},
  volume    = {2},
  journal   = {Journal of comments and replications in economics},
  number    = {4},
  publisher = {ZBW - Leibniz Information Centre for Economics},
  address   = {Hamburg},
  issn      = {2749-988X},
  doi       = {10.18718/81781.30},
  pages     = {15},
  year      = {2023},
  abstract  = {Atwood analyzes the effects of the 1963 U.S. measles vaccination on long-run labor market outcomes, using a generalized difference-in-differences approach. We reproduce the results of this paper and perform a battery of robustness checks. Overall, we confirm that the measles vaccination had positive labor market effects. While the negative effect on the likelihood of living in poverty and the positive effect on the probability of being employed are very robust across the different specifications, the headline estimate—the effect on earnings—is more sensitive to the exclusion of certain regions and survey years.},
  language  = {en}
}