TY - JOUR A1 - Reichstein, Markus A1 - Bahn, Michael A1 - Ciais, Philippe A1 - Frank, Dorothea A1 - Mahecha, Miguel D. A1 - Seneviratne, Sonia I. A1 - Zscheischler, Jakob A1 - Beer, Christian A1 - Buchmann, Nina A1 - Frank, David C. A1 - Papale, Dario A1 - Rammig, Anja A1 - Smith, Pete A1 - Thonicke, Kirsten A1 - van der Velde, Marijn A1 - Vicca, Sara A1 - Walz, Ariane A1 - Wattenbach, Martin T1 - Climate extremes and the carbon cycle JF - Nature : the international weekly journal of science N2 - The terrestrial biosphere is a key component of the global carbon cycle and its carbon balance is strongly influenced by climate. Continuing environmental changes are thought to increase global terrestrial carbon uptake. But evidence is mounting that climate extremes such as droughts or storms can lead to a decrease in regional ecosystem carbon stocks and therefore have the potential to negate an expected increase in terrestrial carbon uptake. Here we explore the mechanisms and impacts of climate extremes on the terrestrial carbon cycle, and propose a pathway to improve our understanding of present and future impacts of climate extremes on the terrestrial carbon budget. Y1 - 2013 U6 - https://doi.org/10.1038/nature12350 SN - 0028-0836 VL - 500 IS - 7462 SP - 287 EP - 295 PB - Nature Publ. Group CY - London ER - TY - JOUR A1 - van der Valk, Ralf J. P. A1 - Kreiner-Moller, Eskil A1 - Kooijman, Marjolein N. A1 - Guxens, Monica A1 - Stergiakouli, Evangelia A1 - Saaf, Annika A1 - Bradfield, Jonathan P. A1 - Geller, Frank A1 - Hayes, M. Geoffrey A1 - Cousminer, Diana L. A1 - Koerner, Antje A1 - Thiering, Elisabeth A1 - Curtin, John A. A1 - Myhre, Ronny A1 - Huikari, Ville A1 - Joro, Raimo A1 - Kerkhof, Marjan A1 - Warrington, Nicole M. A1 - Pitkanen, Niina A1 - Ntalla, Ioanna A1 - Horikoshi, Momoko A1 - Veijola, Riitta A1 - Freathy, Rachel M. A1 - Teo, Yik-Ying A1 - Barton, Sheila J. A1 - Evans, David M. A1 - Kemp, John P. A1 - St Pourcain, Beate A1 - Ring, Susan M. A1 - Smith, George Davey A1 - Bergstrom, Anna A1 - Kull, Inger A1 - Hakonarson, Hakon A1 - Mentch, Frank D. A1 - Bisgaard, Hans A1 - Chawes, Bo Lund Krogsgaard A1 - Stokholm, Jakob A1 - Waage, Johannes A1 - Eriksen, Patrick A1 - Sevelsted, Astrid A1 - Melbye, Mads A1 - van Duijn, Cornelia M. A1 - Medina-Gomez, Carolina A1 - Hofman, Albert A1 - de Jongste, Johan C. A1 - Taal, H. Rob A1 - Uitterlinden, Andre G. A1 - Armstrong, Loren L. A1 - Eriksson, Johan A1 - Palotie, Aarno A1 - Bustamante, Mariona A1 - Estivill, Xavier A1 - Gonzalez, Juan R. A1 - Llop, Sabrina A1 - Kiess, Wieland A1 - Mahajan, Anubha A1 - Flexeder, Claudia A1 - Tiesler, Carla M. T. A1 - Murray, Clare S. A1 - Simpson, Angela A1 - Magnus, Per A1 - Sengpiel, Verena A1 - Hartikainen, Anna-Liisa A1 - Keinanen-Kiukaanniemi, Sirkka A1 - Lewin, Alexandra A1 - Alves, Alexessander Da Silva Couto A1 - Blakemore, Alexandra I. F. A1 - Buxton, Jessica L. A1 - Kaakinen, Marika A1 - Rodriguez, Alina A1 - Sebert, Sylvain A1 - Vaarasmaki, Marja A1 - Lakka, Timo A1 - Lindi, Virpi A1 - Gehring, Ulrike A1 - Postma, Dirkje S. A1 - Ang, Wei A1 - Newnham, John P. A1 - Lyytikainen, Leo-Pekka A1 - Pahkala, Katja A1 - Raitakari, Olli T. A1 - Panoutsopoulou, Kalliope A1 - Zeggini, Eleftheria A1 - Boomsma, Dorret I. A1 - Groen-Blokhuis, Maria A1 - Ilonen, Jorma A1 - Franke, Lude A1 - Hirschhorn, Joel N. A1 - Pers, Tune H. A1 - Liang, Liming A1 - Huang, Jinyan A1 - Hocher, Berthold A1 - Knip, Mikael A1 - Saw, Seang-Mei A1 - Holloway, John W. A1 - Melen, Erik A1 - Grant, Struan F. A. A1 - Feenstra, Bjarke A1 - Lowe, William L. A1 - Widen, Elisabeth A1 - Sergeyev, Elena A1 - Grallert, Harald A1 - Custovic, Adnan A1 - Jacobsson, Bo A1 - Jarvelin, Marjo-Riitta A1 - Atalay, Mustafa A1 - Koppelman, Gerard H. A1 - Pennell, Craig E. A1 - Niinikoski, Harri A1 - Dedoussis, George V. A1 - Mccarthy, Mark I. A1 - Frayling, Timothy M. A1 - Sunyer, Jordi A1 - Timpson, Nicholas J. A1 - Rivadeneira, Fernando A1 - Bonnelykke, Klaus A1 - Jaddoe, Vincent W. V. T1 - A novel common variant in DCST2 is associated with length in early life and height in adulthood JF - Human molecular genetics N2 - Common genetic variants have been identified for adult height, but not much is known about the genetics of skeletal growth in early life. To identify common genetic variants that influence fetal skeletal growth, we meta-analyzed 22 genome-wide association studies (Stage 1; N = 28 459). We identified seven independent top single nucleotide polymorphisms (SNPs) (P < 1 x 10(-6)) for birth length, of which three were novel and four were in or near loci known to be associated with adult height (LCORL, PTCH1, GPR126 and HMGA2). The three novel SNPs were followed-up in nine replication studies (Stage 2; N = 11 995), with rs905938 in DC-STAMP domain containing 2 (DCST2) genome-wide significantly associated with birth length in a joint analysis (Stages 1 + 2; beta = 0.046, SE = 0.008, P = 2.46 x 10(-8), explained variance = 0.05%). Rs905938 was also associated with infant length (N = 28 228; P = 5.54 x 10(-4)) and adult height (N = 127 513; P = 1.45 x 10(-5)). DCST2 is a DC-STAMP-like protein family member and DC-STAMP is an osteoclast cell-fusion regulator. Polygenic scores based on 180 SNPs previously associated with human adult stature explained 0.13% of variance in birth length. The same SNPs explained 2.95% of the variance of infant length. Of the 180 known adult height loci, 11 were genome-wide significantly associated with infant length (SF3B4, LCORL, SPAG17, C6orf173, PTCH1, GDF5, ZNFX1, HHIP, ACAN, HLA locus and HMGA2). This study highlights that common variation in DCST2 influences variation in early growth and adult height. Y1 - 2015 U6 - https://doi.org/10.1093/hmg/ddu510 SN - 0964-6906 SN - 1460-2083 VL - 24 IS - 4 SP - 1155 EP - 1168 PB - Oxford Univ. Press CY - Oxford ER - TY - JOUR A1 - Beaumont, Robin N. A1 - Warrington, Nicole M. A1 - Cavadino, Alana A1 - Tyrrell, Jessica A1 - Nodzenski, Michael A1 - Horikoshi, Momoko A1 - Geller, Frank A1 - Myhre, Ronny A1 - Richmond, Rebecca C. A1 - Paternoster, Lavinia A1 - Bradfield, Jonathan P. A1 - Kreiner-Moller, Eskil A1 - Huikari, Ville A1 - Metrustry, Sarah A1 - Lunetta, Kathryn L. A1 - Painter, Jodie N. A1 - Hottenga, Jouke-Jan A1 - Allard, Catherine A1 - Barton, Sheila J. A1 - Espinosa, Ana A1 - Marsh, Julie A. A1 - Potter, Catherine A1 - Zhang, Ge A1 - Ang, Wei A1 - Berry, Diane J. A1 - Bouchard, Luigi A1 - Das, Shikta A1 - Hakonarson, Hakon A1 - Heikkinen, Jani A1 - Helgeland, Oyvind A1 - Hocher, Berthold A1 - Hofman, Albert A1 - Inskip, Hazel M. A1 - Jones, Samuel E. A1 - Kogevinas, Manolis A1 - Lind, Penelope A. A1 - Marullo, Letizia A1 - Medland, Sarah E. A1 - Murray, Anna A1 - Murray, Jeffrey C. A1 - Njolstad, Pal R. A1 - Nohr, Ellen A. A1 - Reichetzeder, Christoph A1 - Ring, Susan M. A1 - Ruth, Katherine S. A1 - Santa-Marina, Loreto A1 - Scholtens, Denise M. A1 - Sebert, Sylvain A1 - Sengpiel, Verena A1 - Tuke, Marcus A. A1 - Vaudel, Marc A1 - Weedon, Michael N. A1 - Willemsen, Gonneke A1 - Wood, Andrew R. A1 - Yaghootkar, Hanieh A1 - Muglia, Louis J. A1 - Bartels, Meike A1 - Relton, Caroline L. A1 - Pennell, Craig E. A1 - Chatzi, Leda A1 - Estivill, Xavier A1 - Holloway, John W. A1 - Boomsma, Dorret I. A1 - Montgomery, Grant W. A1 - Murabito, Joanne M. A1 - Spector, Tim D. A1 - Power, Christine A1 - Jarvelin, Marjo-Ritta A1 - Bisgaard, Hans A1 - Grant, Struan F. A. A1 - Sorensen, Thorkild I. A. A1 - Jaddoe, Vincent W. A1 - Jacobsson, Bo A1 - Melbye, Mads A1 - McCarthy, Mark I. A1 - Hattersley, Andrew T. A1 - Hayes, M. Geoffrey A1 - Frayling, Timothy M. A1 - Hivert, Marie-France A1 - Felix, Janine F. A1 - Hypponen, Elina A1 - Lowe, William L. A1 - Evans, David M. A1 - Lawlor, Debbie A. A1 - Feenstra, Bjarke A1 - Freathy, Rachel M. T1 - Genome-wide association study of offspring birth weight in 86 577 women identifies five novel loci and highlights maternal genetic effects that are independent of fetal genetics JF - Human molecular genetics N2 - Genome-wide association studies of birth weight have focused on fetal genetics, whereas relatively little is known about the role of maternal genetic variation. We aimed to identify maternal genetic variants associated with birth weight that could highlight potentially relevant maternal determinants of fetal growth. We meta-analysed data on up to 8.7 million SNPs in up to 86 577 women of European descent from the Early Growth Genetics (EGG) Consortium and the UK Biobank. We used structural equation modelling (SEM) and analyses of mother-child pairs to quantify the separate maternal and fetal genetic effects. Maternal SNPs at 10 loci (MTNR1B, HMGA2, SH2B3, KCNAB1, L3MBTL3, GCK, EBF1, TCF7L2, ACTL9, CYP3A7) were associated with offspring birth weight at P< 5 x 10(-8). In SEM analyses, at least 7 of the 10 associations were consistent with effects of the maternal genotype acting via the intrauterine environment, rather than via effects of shared alleles with the fetus. Variants, or correlated proxies, at many of the loci had been previously associated with adult traits, including fasting glucose (MTNR1B, GCK and TCF7L2) and sex hormone levels (CYP3A7), and one (EBF1) with gestational duration. The identified associations indicate that genetic effects on maternal glucose, cytochrome P450 activity and gestational duration, and potentially on maternal blood pressure and immune function, are relevant for fetal growth. Further characterization of these associations in mechanistic and causal analyses will enhance understanding of the potentially modifiable maternal determinants of fetal growth, with the goal of reducing the morbidity and mortality associated with low and high birth weights. Y1 - 2018 U6 - https://doi.org/10.1093/hmg/ddx429 SN - 0964-6906 SN - 1460-2083 VL - 27 IS - 4 SP - 742 EP - 756 PB - Oxford Univ. Press CY - Oxford ER - TY - GEN A1 - Beaumont, Robin N. A1 - Warrington, Nicole M. A1 - Cavadino, Alana A1 - Tyrrell, Jessica A1 - Nodzenski, Michael A1 - Horikoshi, Momoko A1 - Geller, Frank A1 - Myhre, Ronny A1 - Richmond, Rebecca C. A1 - Paternoster, Lavinia A1 - Bradfield, Jonathan P. A1 - Kreiner-Møller, Eskil A1 - Huikari, Ville A1 - Metrustry, Sarah A1 - Lunetta, Kathryn L. A1 - Painter, Jodie N. A1 - Hottenga, Jouke-Jan A1 - Allard, Catherine A1 - Barton, Sheila J. A1 - Espinosa, Ana A1 - Marsh, Julie A. A1 - Potter, Catherine A1 - Zhang, Ge A1 - Ang, Wei A1 - Berry, Diane J. A1 - Bouchard, Luigi A1 - Das, Shikta A1 - Hakonarson, Hakon A1 - Heikkinen, Jani A1 - Helgeland, Øyvind A1 - Hocher, Berthold A1 - Hofman, Albert A1 - Inskip, Hazel M. A1 - Jones, Samuel E. A1 - Kogevinas, Manolis A1 - Lind, Penelope A. A1 - Marullo, Letizia A1 - Medland, Sarah E. A1 - Murray, Anna A1 - Murray, Jeffrey C. A1 - Njølstad, Pa ̊l R. A1 - Nohr, Ellen A. A1 - Reichetzeder, Christoph A1 - Ring, Susan M. A1 - Ruth, Katherine S. A1 - Santa-Marina, Loreto A1 - Scholtens, Denise M. A1 - Sebert, Sylvain A1 - Sengpiel, Verena A1 - Tuke, Marcus A. A1 - Vaudel, Marc A1 - Weedon, Michael N. A1 - Willemsen, Gonneke A1 - Wood, Andrew R. A1 - Yaghootkar, Hanieh A1 - Muglia, Louis J. A1 - Bartels, Meike A1 - Relton, Caroline L. A1 - Pennell, Craig E. A1 - Chatzi, Leda A1 - Estivill, Xavier A1 - Holloway, John W. A1 - Boomsma, Dorret I. A1 - Montgomery, Grant W. A1 - Murabito, Joanne M. A1 - Spector, Tim D. A1 - Power, Christine A1 - Ja ̈rvelin, Marjo-Ritta A1 - Bisgaard, Hans A1 - Grant, Struan F.A. A1 - Sørensen, Thorkild I.A. A1 - Jaddoe, Vincent W. A1 - Jacobsson, Bo A1 - Melbye, Mads A1 - McCarthy, Mark I. A1 - Hattersley, Andrew T. A1 - Hayes, M. Geoffrey A1 - Frayling, Timothy M. A1 - Hivert, Marie-France A1 - Felix, Janine F. A1 - Hyppo ̈nen, Elina A1 - Lowe, William L. , Jr A1 - Evans, David M. A1 - Lawlor, Debbie A. A1 - Feenstra, Bjarke A1 - Freathy, Rachel M. T1 - Genome-wide association study of offspring birth weight in 86 577 women identifies five novel loci and highlights maternal genetic effects that are independent of fetal genetics T2 - Postprints der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe N2 - Genome-wide association studies of birth weight have focused on fetal genetics, whereas relatively little is known about the role of maternal genetic variation. We aimed to identify maternal genetic variants associated with birth weight that could highlight potentially relevant maternal determinants of fetal growth. We meta-analysed data on up to 8.7 million SNPs in up to 86 577 women of European descent from the Early Growth Genetics (EGG) Consortium and the UK Biobank. We used structural equation modelling (SEM) and analyses of mother–child pairs to quantify the separate maternal and fetal genetic effects. Maternal SNPs at 10 loci (MTNR1B, HMGA2, SH2B3, KCNAB1, L3MBTL3, GCK, EBF1, TCF7L2, ACTL9, CYP3A7) were associated with offspring birth weight at P < 5 Â 10 À8 . In SEM analyses, at least 7 of the 10 associations were consistent with effects of the maternal genotype acting via the intrauterine environment, rather than via effects of shared alleles with the fetus. Variants, or correlated proxies, at many of the loci had been previously associated with adult traits, including fasting glucose (MTNR1B, GCK and TCF7L2) and sex hormone levels (CYP3A7), and one (EBF1) with gestational duration. The identified associations indicate that genetic effects on maternal glucose, cytochrome P450 activity and gestational duration, and potentially on maternal blood pressure and immune function, are relevant for fetal growth. Further characterization of these associations in mechanistic and causal analyses will enhance understanding of the potentially modifiable maternal determinants of fetal growth, with the goal of reducing the morbidity and mortality associated with low and high birth weights. T3 - Zweitveröffentlichungen der Universität Potsdam : Mathematisch-Naturwissenschaftliche Reihe - 628 KW - alleles KW - birth weight KW - fetus KW - genotype KW - mothers KW - single nucleotide polymorphism KW - genetics KW - duration of gestation KW - genome-wide association study KW - offspring KW - biobanks Y1 - 2019 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-423100 SN - 1866-8372 IS - 628 ER - TY - JOUR A1 - Harmeling, Stefan A1 - Dornhege, Guido A1 - Tax, David A1 - Meinecke, Frank C. A1 - Müller, Klaus-Robert T1 - From outliers to prototypes : Ordering data N2 - We propose simple and fast methods based on nearest neighbors that order objects from high-dimensional data sets from typical points to untypical points. On the one hand, we show that these easy-to-compute orderings allow us to detect outliers (i.e. very untypical points) with a performance comparable to or better than other often much more sophisticated methods. On the other hand, we show how to use these orderings to detect prototypes (very typical points) which facilitate exploratory data analysis algorithms such as noisy nonlinear dimensionality reduction and clustering. Comprehensive experiments demonstrate the validity of our approach. Y1 - 2006 UR - http://www.sciencedirect.com/science/journal/09252312 U6 - https://doi.org/10.1016/j.neucom.2005.05.015 SN - 0925-2312 ER - TY - JOUR A1 - Radchuk, Viktoriia A1 - Reed, Thomas A1 - Teplitsky, Celine A1 - van de Pol, Martijn A1 - Charmantier, Anne A1 - Hassall, Christopher A1 - Adamik, Peter A1 - Adriaensen, Frank A1 - Ahola, Markus P. A1 - Arcese, Peter A1 - Miguel Aviles, Jesus A1 - Balbontin, Javier A1 - Berg, Karl S. A1 - Borras, Antoni A1 - Burthe, Sarah A1 - Clobert, Jean A1 - Dehnhard, Nina A1 - de Lope, Florentino A1 - Dhondt, Andre A. A1 - Dingemanse, Niels J. A1 - Doi, Hideyuki A1 - Eeva, Tapio A1 - Fickel, Jörns A1 - Filella, Iolanda A1 - Fossoy, Frode A1 - Goodenough, Anne E. A1 - Hall, Stephen J. G. A1 - Hansson, Bengt A1 - Harris, Michael A1 - Hasselquist, Dennis A1 - Hickler, Thomas A1 - Jasmin Radha, Jasmin A1 - Kharouba, Heather A1 - Gabriel Martinez, Juan A1 - Mihoub, Jean-Baptiste A1 - Mills, James A. A1 - Molina-Morales, Mercedes A1 - Moksnes, Arne A1 - Ozgul, Arpat A1 - Parejo, Deseada A1 - Pilard, Philippe A1 - Poisbleau, Maud A1 - Rousset, Francois A1 - Rödel, Mark-Oliver A1 - Scott, David A1 - Carlos Senar, Juan A1 - Stefanescu, Constanti A1 - Stokke, Bard G. A1 - Kusano, Tamotsu A1 - Tarka, Maja A1 - Tarwater, Corey E. A1 - Thonicke, Kirsten A1 - Thorley, Jack A1 - Wilting, Andreas A1 - Tryjanowski, Piotr A1 - Merila, Juha A1 - Sheldon, Ben C. A1 - Moller, Anders Pape A1 - Matthysen, Erik A1 - Janzen, Fredric A1 - Dobson, F. Stephen A1 - Visser, Marcel E. A1 - Beissinger, Steven R. A1 - Courtiol, Alexandre A1 - Kramer-Schadt, Stephanie T1 - Adaptive responses of animals to climate change are most likely insufficient JF - Nature Communications N2 - Biological responses to climate change have been widely documented across taxa and regions, but it remains unclear whether species are maintaining a good match between phenotype and environment, i.e. whether observed trait changes are adaptive. Here we reviewed 10,090 abstracts and extracted data from 71 studies reported in 58 relevant publications, to assess quantitatively whether phenotypic trait changes associated with climate change are adaptive in animals. A meta-analysis focussing on birds, the taxon best represented in our dataset, suggests that global warming has not systematically affected morphological traits, but has advanced phenological traits. We demonstrate that these advances are adaptive for some species, but imperfect as evidenced by the observed consistent selection for earlier timing. Application of a theoretical model indicates that the evolutionary load imposed by incomplete adaptive responses to ongoing climate change may already be threatening the persistence of species. Y1 - 2019 U6 - https://doi.org/10.1038/s41467-019-10924-4 SN - 2041-1723 VL - 10 PB - Nature Publ. Group CY - London ER - TY - BOOK A1 - Rana, Kaushik A1 - Mohapatra, Durga Prasad A1 - Sidorova, Julia A1 - Lundberg, Lars A1 - Sköld, Lars A1 - Lopes Grim, Luís Fernando A1 - Sampaio Gradvohl, André Leon A1 - Cremerius, Jonas A1 - Siegert, Simon A1 - Weltzien, Anton von A1 - Baldi, Annika A1 - Klessascheck, Finn A1 - Kalancha, Svitlana A1 - Lichtenstein, Tom A1 - Shaabani, Nuhad A1 - Meinel, Christoph A1 - Friedrich, Tobias A1 - Lenzner, Pascal A1 - Schumann, David A1 - Wiese, Ingmar A1 - Sarna, Nicole A1 - Wiese, Lena A1 - Tashkandi, Araek Sami A1 - van der Walt, Estée A1 - Eloff, Jan H. P. A1 - Schmidt, Christopher A1 - Hügle, Johannes A1 - Horschig, Siegfried A1 - Uflacker, Matthias A1 - Najafi, Pejman A1 - Sapegin, Andrey A1 - Cheng, Feng A1 - Stojanovic, Dragan A1 - Stojnev Ilić, Aleksandra A1 - Djordjevic, Igor A1 - Stojanovic, Natalija A1 - Predic, Bratislav A1 - González-Jiménez, Mario A1 - de Lara, Juan A1 - Mischkewitz, Sven A1 - Kainz, Bernhard A1 - van Hoorn, André A1 - Ferme, Vincenzo A1 - Schulz, Henning A1 - Knigge, Marlene A1 - Hecht, Sonja A1 - Prifti, Loina A1 - Krcmar, Helmut A1 - Fabian, Benjamin A1 - Ermakova, Tatiana A1 - Kelkel, Stefan A1 - Baumann, Annika A1 - Morgenstern, Laura A1 - Plauth, Max A1 - Eberhard, Felix A1 - Wolff, Felix A1 - Polze, Andreas A1 - Cech, Tim A1 - Danz, Noel A1 - Noack, Nele Sina A1 - Pirl, Lukas A1 - Beilharz, Jossekin Jakob A1 - De Oliveira, Roberto C. L. A1 - Soares, Fábio Mendes A1 - Juiz, Carlos A1 - Bermejo, Belen A1 - Mühle, Alexander A1 - Grüner, Andreas A1 - Saxena, Vageesh A1 - Gayvoronskaya, Tatiana A1 - Weyand, Christopher A1 - Krause, Mirko A1 - Frank, Markus A1 - Bischoff, Sebastian A1 - Behrens, Freya A1 - Rückin, Julius A1 - Ziegler, Adrian A1 - Vogel, Thomas A1 - Tran, Chinh A1 - Moser, Irene A1 - Grunske, Lars A1 - Szárnyas, Gábor A1 - Marton, József A1 - Maginecz, János A1 - Varró, Dániel A1 - Antal, János Benjamin ED - Meinel, Christoph ED - Polze, Andreas ED - Beins, Karsten ED - Strotmann, Rolf ED - Seibold, Ulrich ED - Rödszus, Kurt ED - Müller, Jürgen T1 - HPI Future SOC Lab – Proceedings 2018 N2 - The “HPI Future SOC Lab” is a cooperation of the Hasso Plattner Institute (HPI) and industry partners. Its mission is to enable and promote exchange and interaction between the research community and the industry partners. The HPI Future SOC Lab provides researchers with free of charge access to a complete infrastructure of state of the art hard and software. This infrastructure includes components, which might be too expensive for an ordinary research environment, such as servers with up to 64 cores and 2 TB main memory. The offerings address researchers particularly from but not limited to the areas of computer science and business information systems. Main areas of research include cloud computing, parallelization, and In-Memory technologies. This technical report presents results of research projects executed in 2018. Selected projects have presented their results on April 17th and November 14th 2017 at the Future SOC Lab Day events. N2 - Das Future SOC Lab am HPI ist eine Kooperation des Hasso-Plattner-Instituts mit verschiedenen Industriepartnern. Seine Aufgabe ist die Ermöglichung und Förderung des Austausches zwischen Forschungsgemeinschaft und Industrie. Am Lab wird interessierten Wissenschaftler:innen eine Infrastruktur von neuester Hard- und Software kostenfrei für Forschungszwecke zur Verfügung gestellt. Dazu zählen Systeme, die im normalen Hochschulbereich in der Regel nicht zu finanzieren wären, bspw. Server mit bis zu 64 Cores und 2 TB Hauptspeicher. Diese Angebote richten sich insbesondere an Wissenschaftler:innen in den Gebieten Informatik und Wirtschaftsinformatik. Einige der Schwerpunkte sind Cloud Computing, Parallelisierung und In-Memory Technologien. In diesem Technischen Bericht werden die Ergebnisse der Forschungsprojekte des Jahres 2018 vorgestellt. Ausgewählte Projekte stellten ihre Ergebnisse am 17. April und 14. November 2018 im Rahmen des Future SOC Lab Tags vor. T3 - Technische Berichte des Hasso-Plattner-Instituts für Digital Engineering an der Universität Potsdam - 151 KW - Future SOC Lab KW - research projects KW - multicore architectures KW - in-memory technology KW - cloud computing KW - machine learning KW - artifical intelligence KW - Future SOC Lab KW - Forschungsprojekte KW - Multicore Architekturen KW - In-Memory Technologie KW - Cloud Computing KW - maschinelles Lernen KW - künstliche Intelligenz Y1 - 2022 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-563712 SN - 978-3-86956-547-7 SN - 1613-5652 SN - 2191-1665 IS - 151 PB - Universitätsverlag Potsdam CY - Potsdam ER -