Table of Contents

• Making sense of big data with the Berkeley data analytics stackMichael J. Franklin. 1 [doi]
• Computational challenges in next-generation genomicsSteven L. Salzberg. 2 [doi]
• Education and career paths for data scientistsMagdalena Balazinska, Susan B. Davidson, Bill Howe, Alexandros Labrinidis. 3 [doi]
• On the combination of relative clustering validity criteriaLucas Vendramin, Pablo A. Jaskowiak, Ricardo J. G. B. Campello. 4 [doi]
• Parameter-free and domain-independent similarity search with diversityLucio F. D. Santos, Willian D. Oliveira, Mônica Ribeiro Porto Ferreira, Agma Juci Machado Traina, Caetano Traina Jr.. 5 [doi]
• A multidimensional data model with subcategories for flexibly capturing summarizabilitySina Ariyan, Leopoldo E. Bertossi. 6 [doi]
• Nearest group queriesDongxiang Zhang, Chee Yong Chan, Kian-Lee Tan. 7 [doi]
• Providing multi-scale consistency for multi-scale geospatial dataJoão Sávio C. Longo, Claudia Bauzer Medeiros. 8 [doi]
• Reasoning about RFID-tracked moving objects in symbolic indoor spacesSari Haj Hussein, Hua Lu, Torben Bach Pedersen. 9 [doi]
• Towards a universal tracking databaseGereon Schüller, Andreas Behrend. 10 [doi]
• GIPSY: joining spatial datasets with contrasting densityMirjana Pavlovic, Farhan Tauheed, Thomas Heinis, Anastasia Ailamaki. 11 [doi]
• Publishing trajectories with differential privacy guaranteesKaifeng Jiang, Dongxu Shao, Stéphane Bressan, Thomas Kister, Kian-Lee Tan. 12 [doi]
• Fast computation of approximate biased histograms on sliding windows over data streamsHamid Mousavi, Carlo Zaniolo. 13 [doi]
• Multi-scale dissemination of time series dataQingsong Guo, Yongluan Zhou, Li Su. 14 [doi]
• Multi-query scheduling for time-critical data stream applicationsYongluan Zhou, Ji Wu, Ahmed Khan Leghari. 15 [doi]
• Learning uncertainty models from weather forecast performance databases using quantile regressionAshkan Zarnani, Petr Musílek. 16 [doi]
• Search and result presentation in scientific workflow repositoriesSusan B. Davidson, Xiaocheng Huang, Julia Stoyanovich, Xiaojie Yuan. 17 [doi]
• Tuning large scale deduplication with reduced effortGuilherme Dal Bianco, Renata Galante, Carlos A. Heuser, Marcos André Gonçalves. 18 [doi]
• HmSearch: an efficient hamming distance query processing algorithmXiaoyang Zhang, Jianbin Qin, Wei Wang, Yifang Sun, Jiaheng Lu. 19 [doi]
• pcApriori: scalable apriori for multiprocessor systemsBenjamin Schlegel, Tim Kiefer, Thomas Kissinger, Wolfgang Lehner. 20 [doi]
• Shortlisting top-K assignmentsYimin Lin, Kyriakos Mouratidis. 21 [doi]
• GPS: a graph processing systemSemih Salihoglu, Jennifer Widom. 22 [doi]
• RMiCS: a robust approach for mining coherent subgraphs in edge-labeled multi-layer graphsBrigitte Boden, Stephan Günnemann, Holger Hoffmann, Thomas Seidl. 23 [doi]
• SMIX: self-managing indexes for dynamic workloadsHannes Voigt, Thomas Kissinger, Wolfgang Lehner. 24 [doi]
• Inverted indices for particle tracking in petascale cosmological simulationsDaniel Crankshaw, Randal C. Burns, Bridget Falck, Tamas Budavari, Alexander S. Szalay, Jie Wang. 25 [doi]
• Accelerating gene context analysis using bitmapsAlexandru Romosan, Arie Shoshani, Kesheng Wu, Victor M. Markowitz, Konstantinos Mavrommatis. 26 [doi]
• The open connectome project data cluster: scalable analysis and vision for high-throughput neuroscienceRandal C. Burns, Kunal Lillaney, Daniel R. Berger, Logan Grosenick, Karl Deisseroth, R. Clay Reid, William Gray Roncal, Priya Manavalan, Davi Bock, Narayanan Kasthuri, Michael M. Kazhdan, Stephen J. Smith, Dean Kleissas, Eric A. Perlman, Kwanghun Chung, Nicholas C. Weiler, Jeff Lichtman, Alexander S. Szalay, Joshua T. Vogelstein, R. Jacob Vogelstein. 27 [doi]
• Real-time collaborative analysis with (almost) pure SQL: a case study in biogeochemical oceanographyDaniel Halperin, Francois Ribalet, Konstantin Weitz, Mak A. Saito, Bill Howe, E. Virginia Armbrust. 28 [doi]
• Optimizing fastquery performance on lustre file systemKuan-Wu Lin, Surendra Byna, Jerry Chou, Kesheng Wu. 29 [doi]
• Graywulf: a platform for federated scientific databases and servicesLászló Dobos, István Csabai, Alexander S. Szalay, Tamas Budavari, Nolan Li. 30 [doi]
• Learning to explore scientific workflow repositoriesJulia Stoyanovich, Paramveer Dhillon, Susan B. Davidson, Brian Lyons. 31 [doi]
• Best of both worlds: relational databases and statisticsHannes Mühleisen, Thomas Lumley. 32 [doi]
• Data management systems on GPUs: promises and challengesYi-Cheng Tu, Anand Kumar 0002, Di Yu, Ran Rui, Ryan Wheeler. 33 [doi]
• Nesting the earth mover's distance for effective cluster tracingHardy Kremer, Stephan Günnemann, Simon Wollwage, Thomas Seidl. 34 [doi]
• Semantic query reformulation: the NIF experienceAmarnath Gupta, Anita Bandrowski, Christopher Condit, Xufei Qian, Jeffrey S. Grethe, Maryann E. Martone. 35 [doi]
• Autonomous clustering for wireless sensor networksFabian D. Winter, Peer Kröger, Johannes Niedermayer, Matthias Renz. 36 [doi]
• Forecasting in hierarchical environmentsRobert Lorenz, Lars Dannecker, Philipp Rösch, Wolfgang Lehner, Gregor Hackenbroich, Benjamin Schlegel. 37 [doi]
• Towards efficient discovery of coverage patterns in transactional databasesR. Uday Kiran, Masashi Toyoda, Masaru Kitsuregawa. 38 [doi]
• Bulk sorted access for efficient top-k retrievalDustin Lange, Felix Naumann. 39 [doi]
• DoS: an efficient scheme for the diversification of multiple search resultsHina A. Khan, Marina Drosou, Mohamed A. Sharaf. 40 [doi]
• Research lattices: towards a scientific hypothesis data modelBernardo Gonçalves, Fabio Porto. 41 [doi]
• Sharing confidential data for algorithm development by multiple imputationSicco Verwer, Susan W. van den Braak, Sunil Choenni. 42 [doi]
• Mining multidimensional contextual outliers from categorical relational dataGuanting Tang, James Bailey, Jian Pei, Guozhu Dong. 43 [doi]
• A fast handshake join implementation on FPGA with adaptive merging networkYasin Oge, Takefumi Miyoshi, Hideyuki Kawashima, Tsutomu Yoshinaga. 44 [doi]
• Adaptive exploration for large-scale protein analysis in the molecular dynamics databaseSarana Nutanong, Nick Carey, Yanif Ahmad, Alexander S. Szalay, Thomas B. Woolf. 45 [doi]
• Parallel online aggregation in actionChengjie Qin, Florin Rusu. 46 [doi]
• Astronomical data processing in EXTASCIDYu Cheng, Florin Rusu. 47 [doi]
• Data vaults: a database welcome to scientific file repositoriesMilena Ivanova, Yagiz Kargin, Martin L. Kersten, Stefan Manegold, Ying Zhang, Mihai Datcu, Daniela Espinoza-Molina. 48 [doi]