@inproceedings{wongsuphasawat16compass,
title = {Towards A General-Purpose Query Language for Visualization Recommendation},
author = {Wongsuphasawat, Kanit and Moritz, Dominik and Anand, Anushka and Mackinlay, Jock and Howe, Bill and Heer, Jeffrey},
booktitle = {ACM SIGMOD Human-in-the-Loop Data Analysis (HILDA)},
year = {2016},
url = {http://idl.cs.washington.edu/papers/compassql}
}
@article{bae2016scalable,
author = {Bae, Seung-Hee and Halperin, Daniel and West, Jevin and Rosvall, Martin and Howe, Bill},
title = {Scalable and Efficient Flow-Based Community Detection for Large-Scale Graph Analysis},
journal = {Transactions on Knowledge Discovery from Data (under review)},
year = {2016}
}
@article{lee2016viziometrics,
author = {Lee, Poshen and West, Jevin and Howe, Bill},
title = {Viziometrics: Analyzing Visual Information in the Scientific Literature},
journal = {IEEE Big Data},
year = {2016}
}
@inproceedings{lee2016viziometrix,
author = {Lee, Poshen and West, Jevin and Howe, Bill},
title = {VizioMetrix: A Platform for Analyzing the Visual Information in Big Scholarly Data},
booktitle = {BigScholar Workshop (co-located at WWW)},
year = {2016}
}
@article{wongsuphasawat2016voyager,
title = {Voyager: Exploratory analysis via faceted browsing of visualization recommendations},
author = {Wongsuphasawat, Kanit and Moritz, Dominik and Anand, Anushka and Mackinlay, Jock and Howe, Bill and Heer, Jeffrey},
journal = {Visualization and Computer Graphics, IEEE Transactions on},
volume = {22},
number = {1},
pages = {649--658},
year = {2016},
publisher = {IEEE}
}
@inproceedings{hyrkas2016musicdb,
author = {Hyrkas, Jeremy and Howe, Bill},
title = {MusicDB: Relational Approach for Numeric Longitudinal Music Analytics},
booktitle = {International Society on Music Information Retrieval (in prep)},
year = {2016}
}
@inproceedings{jain2015highvariety,
author = {Jain, Shrainik and Moritz, Dominik and Howe, Bill},
title = {High Variety Cloud Databases},
booktitle = {Workshop on Cloud Data Management (CloudDM) (co-located with ICDE) [invited keynote]},
year = {2016}
}
@article{wongsuphasawat17voyager,
title = {Voyager: Exploratory Analysis via Faceted Browsing of Visualization Recommendations},
author = {Wongsuphasawat, Kanit and Moritz, Dominik and Anand, Anushka and Mackinlay, Jock and Howe, Bill and Heer, Jeffrey},
journal = {IEEE Trans. Visualization \& Comp. Graphics (Proc. InfoVis)},
year = {2016},
url = {http://idl.cs.washington.edu/papers/voyager}
}
@article{hyrkas2016clustering,
author = {Hyrkas, Jeremy and Clayton, Sophie and Ribalet, Francois and Halperin, Daniel and Armbrust, E. Virginia and Howe, Bill},
title = {Scalable clustering algorithms for continuous environmental flow cytometry},
journal = {Bioinformatics},
volume = {32},
number = {3},
pages = {417--423},
year = {2016},
url = {http://dx.doi.org/10.1093/bioinformatics/btv594},
doi = {10.1093/bioinformatics/btv594},
timestamp = {Fri, 05 Feb 2016 14:35:15 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/bioinformatics/HyrkasCRHAH16},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{maas2015gaussian,
title = {Gaussian mixture models use-case: in-memory analysis with myria},
author = {Maas, Ryan and Hyrkas, Jeremy and Telford, Olivia Grace and Balazinska, Magdalena and Connolly, Andrew and Howe, Bill},
booktitle = {Proceedings of the 3rd VLDB Workshop on In-Memory Data Mangement and Analytics},
pages = {3},
year = {2015},
organization = {ACM}
}
@inproceedings{lee2015dismantling,
author = {Lee, Poshen and Howe, Bill},
title = {Dismantling Composite Visualizations in the Scientific Literature},
booktitle = {4th International Conference on Pattern Recognition Applications and Methods (ICPRAM)},
year = {2015}
}
@article{elmore2015demo,
title = {A Demonstration of the BigDAWG Polystore System},
author = {Elmore, Aaron and Duggan, Jennie and Stonebraker, Michael and Balazinska, Magdalena and Cetintemel, Ugur and Gadepally, Vijay and Heer, Jeffrey and Howe, Bill and Kepner, Jeremy and Kraska, Tim and Madden, Samuel and Maier, David and Mattson, Timothy and Papadopoulos, Stavros and Parkhurst, Jeff and Tatbul, Nesime and Vartak, Manasi and Zdonik, Stan},
journal = {Proc. Very Large Database Endowment (PVLDB)},
year = {2015},
volume = {8},
number = {12},
url = {http://idl.cs.washington.edu/papers/bigdawg-demo}
}
@article{duggan2015polystore,
author = {Duggan, Jennie and Elmore, Aaron J. and Stonebraker, Michael and Balazinska, Magdalena and Howe, Bill and Kepner, Jeremy and Madden, Sam and Maier, David and Mattson, Tim and Zdonik, Stanley B.},
title = {The BigDAWG Polystore System},
journal = {SIGMOD Record},
volume = {44},
number = {2},
pages = {11--16},
year = {2015},
url = {http://doi.acm.org/10.1145/2814710.2814713},
doi = {10.1145/2814710.2814713},
timestamp = {Thu, 13 Aug 2015 11:37:00 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/sigmod/DugganESBHKMMMZ15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{alawini2015relationships,
author = {Alawini, Abdussalam and Maier, David and Tufte, Kristin and Howe, Bill and Nandikur, Rashmi},
title = {Towards automated prediction of relationships among scientific datasets},
booktitle = {Proceedings of the 27th International Conference on Scientific and
Statistical Database Management, {SSDBM} '15, La Jolla, CA, USA, June
29 - July 1, 2015},
pages = {35:1--35:5},
year = {2015},
crossref = {DBLP:conf/ssdbm/2015},
url = {http://doi.acm.org/10.1145/2791347.2791358},
doi = {10.1145/2791347.2791358},
timestamp = {Tue, 08 Sep 2015 16:21:54 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/ssdbm/AlawiniMTHN15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{bae2015gossip,
author = {Bae, Seung\-Hee and Howe, Bill},
title = {GossipMap: a distributed community detection algorithm for billion-edge
directed graphs},
booktitle = {Proceedings of the International Conference for High Performance Computing,
Networking, Storage and Analysis, {Supercomputing} 2015, Austin, TX, USA, November
15-20, 2015},
pages = {27:1--27:12},
year = {2015},
crossref = {DBLP:conf/sc/2015},
url = {http://doi.acm.org/10.1145/2807591.2807668},
doi = {10.1145/2807591.2807668},
timestamp = {Tue, 03 Nov 2015 13:08:57 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sc/BaeH15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{lee2015detecting,
author = {Lee, Poshen and Howe, Bill},
title = {Detecting and Dismantling Composite Visualizations in the Scientific
Literature},
booktitle = {Pattern Recognition Applications and Methods - 4th International Conference,
{ICPRAM} 2015, Lisbon, Portugal, January 10-12, 2015, Revised Selected
Papers},
pages = {247--266},
year = {2015},
crossref = {DBLP:conf/icpram/2015s},
url = {http://dx.doi.org/10.1007/978-3-319-27677-9_16},
doi = {10.1007/978-3-319-27677-9_16},
timestamp = {Wed, 13 Jan 2016 14:19:29 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icpram/LeeH15a},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{howe2015middleware,
author = {Howe, Bill},
title = {Big Data Science Needs Big Data Middleware},
booktitle = {CIDR 2015, Seventh Biennial Conference on Innovative Data Systems (lightning talk)},
year = {2015},
crossref = {DBLP:conf/cidr/2015},
url = {http://www.cidrdb.org/cidr2015/Papers/16_Abstract113HB.pdf},
timestamp = {Mon, 23 Mar 2015 09:07:18 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/cidr/Howe15},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{koutris2015query,
title = {Query-based data pricing},
author = {Koutris, Paraschos and Upadhyaya, Prasang and Balazinska, Magdalena and Howe, Bill and Suciu, Dan},
journal = {Journal of the ACM (JACM)},
volume = {62},
number = {5},
pages = {43},
year = {2015},
publisher = {ACM}
}
@inproceedings{moritz2015perfopticon,
title = {Perfopticon: Visual query analysis for distributed databases},
author = {Moritz, Dominik and Halperin, Daniel and Howe, Bill and Heer, Jeffrey},
booktitle = {Computer Graphics Forum},
volume = {34},
number = {3},
pages = {71--80},
year = {2015},
organization = {Wiley Online Library}
}
@inproceedings{hyrkas2015time,
title = {Time-varying clusters in large-scale flow cytometry},
author = {Hyrkas, Jeremy and Halperin, Daniel and Howe, Bill},
booktitle = {IAAI Conference},
year = {2015}
}
@inproceedings{rokem2015dssg,
author = {Rokem, Ariel and Fiore-Gartland, Brittany and Herman, Bernease and Parker, Micaela and Aragon, Cecilia and Hazelton, Bryna and Howe, Bill and Staneva, Valentina and Arendt, Anthony and Hellerstein, Joseph and Lazowska, Ed and Stone, Sarah and Tanweer, Anissa and Vanderplas, Jacob},
title = {Building an Urban Data Science Summer Program at the University of Washington eScience Institute},
year = {2015},
howpublished = {Bloomberg Data Science for Good Exchange}
}
@article{balazinska2014dbgroup,
author = {Balazinska, Magdalena and Howe, Bill and Suciu, Dan},
title = {The database group at the University of Washington},
journal = {SIGMOD Record},
volume = {43},
number = {1},
pages = {39--44},
year = {2014},
url = {http://doi.acm.org/10.1145/2627692.2627701},
doi = {10.1145/2627692.2627701},
timestamp = {Wed, 04 Jun 2014 21:15:24 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/sigmod/BalazinskaHS14},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{halperin2014demonstration,
title = {Demonstration of the Myria big data management service},
author = {Halperin, Daniel and Teixeira de Almeida, Victor and Choo, Lee Lee and Chu, Shumo and Koutris, Paraschos and Moritz, Dominik and Ortiz, Jennifer and Ruamviboonsuk, Vaspol and Wang, Jingjing and Whitaker, Andrew and others},
booktitle = {Proceedings of the 2014 ACM SIGMOD international conference on Management of data},
pages = {881--884},
year = {2014},
organization = {ACM}
}
@inproceedings{howe2014datasci,
title = {Should we all be teaching intro to data science instead of intro to databases?},
author = {Howe, Bill and Franklin, Michael J and Freire, Juliana and Frew, James and Kraska, Tim and Ramakrishnan, Raghu},
booktitle = {Panel at the 2014 ACM SIGMOD international conference on management of data},
pages = {917--918},
year = {2014},
organization = {ACM}
}
@inproceedings{alawini2014helping,
title = {Helping scientists reconnect their datasets},
author = {Alawini, Abdussalam and Maier, David and Tufte, Kristin and Howe, Bill},
booktitle = {Proceedings of the 26th International Conference on Scientific and Statistical Database Management},
pages = {29},
year = {2014},
organization = {ACM}
}
@article{kwon2013managing,
title = {Managing Skew in Hadoop.},
author = {Kwon, YongChul and Ren, Kai and Balazinska, Magdalena and Howe, Bill and Rolia, Jerome},
journal = {IEEE Data Eng. Bull.},
volume = {36},
number = {1},
pages = {24--33},
year = {2013}
}
@inproceedings{bae2013flowbased,
author = {Bae, Seung-Hee and Halperin, Daniel and West, Jevin and Rosvall, Martin and Howe, Bill},
title = {Scalable Flow-Based Community Detection for Large-Scale Network Analysis},
booktitle = {Proceedings of IEEE International Conference on Data Mining Workshops (ICDMW 2013)},
year = {2013}
}
@inproceedings{koutris2013toward,
title = {Toward practical query pricing with QueryMarket},
author = {Koutris, Paraschos and Upadhyaya, Prasang and Balazinska, Magdalena and Howe, Bill and Suciu, Dan},
booktitle = {Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data},
pages = {613--624},
year = {2013},
organization = {ACM}
}
@inproceedings{joslyn2013massive,
title = {Massive scale cyber traffic analysis: a driver for graph database research},
author = {Joslyn, Cliff and Choudhury, Sutanay and Haglin, David and Howe, Bill and Nickless, Bill and Olsen, Bryan},
booktitle = {First International Workshop on Graph Data Management Experiences and Systems},
pages = {3},
year = {2013},
organization = {ACM}
}
@inproceedings{myers2013compiled,
author = {Myers, Brandon and Hyrkas, Jeremy and Halperin, Daniel and Howe, Bill},
title = {Compiled Plans for In-Memory Path-Counting Queries},
booktitle = {Proceedings of the 1st International Workshop on In Memory Data Management
and Analytics, {IMDM} 2013, Riva Del Garda, Italy, August 26, 2013.},
pages = {25--37},
year = {2013},
crossref = {DBLP:conf/vldb/2013imdm},
url = {http://www-db.in.tum.de/other/imdm2013/papers/Myers.pdf},
timestamp = {Wed, 17 Sep 2014 19:55:20 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/vldb/MyersHHH13},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@article{howe2013collaborative,
title = {Collaborative science workflows in SQL},
author = {Howe, Bill and Halperin, Daniel and Ribalet, Francois and Chitnis, Sagar and Armbrust, E Virginia},
journal = {Computing in Science and Engineering},
volume = {15},
number = {3},
pages = {22--31},
year = {2013},
publisher = {AIP Publishing}
}
@inproceedings{upadhyaya2013power,
title = {The power of data use management in action},
author = {Upadhyaya, Prasang and Anderson, Nick and Balazinska, Magdalena and Howe, Bill and Kaushik, Raghav and Ramamurthy, Ravi and Suciu, Dan},
booktitle = {Proceedings of the 2013 ACM SIGMOD International Conference on Management of Data},
pages = {1117--1120},
year = {2013},
organization = {ACM}
}
@inproceedings{halperin2013real,
title = {Real-time collaborative analysis with (almost) pure SQL: a case study in biogeochemical oceanography},
author = {Halperin, Daniel and Ribalet, Francois and Weitz, Konstantin and Saito, Mak A and Howe, Bill and Armbrust, E},
booktitle = {Proceedings of the 25th International Conference on Scientific and Statistical Database Management},
pages = {28},
year = {2013},
organization = {ACM}
}
@inproceedings{upadhyaya2013stop,
title = {Stop That Query! The Need for Managing Data Use.},
author = {Upadhyaya, Prasang and Anderson, Nick R and Balazinska, Magdalena and Howe, Bill and Kaushik, Raghav and Ramamurthy, Ravishankar and Suciu, Dan},
booktitle = {CIDR},
year = {2013}
}
@incollection{balazinska2013discussion,
title = {A discussion on pricing relational data},
author = {Balazinska, Magdalena and Howe, Bill and Koutris, Paraschos and Suciu, Dan and Upadhyaya, Prasang},
booktitle = {In Search of Elegance in the Theory and Practice of Computation},
pages = {167--173},
year = {2013},
publisher = {Springer}
}
@inproceedings{perry2013vizdeck,
title = {VizDeck: Streamlining exploratory visual analytics of scientific data},
author = {Perry, Daniel B and Howe, Bill and Key, Alicia MF and Aragon, Cecilia},
year = {2013},
booktitle = {iConference}
}
@article{ren2013hadoop,
title = {Hadoop's adolescence: an analysis of Hadoop usage in scientific workloads},
author = {Ren, Kai and Kwon, YongChul and Balazinska, Magdalena and Howe, Bill},
journal = {Proceedings of the VLDB Endowment},
volume = {6},
number = {10},
pages = {853--864},
year = {2013},
publisher = {VLDB Endowment}
}
@article{koutris2012querymarket,
title = {QueryMarket demonstration: Pricing for online data markets},
author = {Koutris, Paraschos and Upadhyaya, Prasang and Balazinska, Magdalena and Howe, Bill and Suciu, Dan},
journal = {Proceedings of the VLDB Endowment},
volume = {5},
number = {12},
pages = {1962--1965},
year = {2012},
publisher = {VLDB Endowment}
}
@inproceedings{kwon2012skewtune,
title = {Skewtune: mitigating skew in mapreduce applications},
author = {Kwon, YongChul and Balazinska, Magdalena and Howe, Bill and Rolia, Jerome},
booktitle = {Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data},
pages = {25--36},
year = {2012},
organization = {ACM}
}
@article{bu2012haloop,
title = {The HaLoop approach to large-scale iterative data analysis},
author = {Bu, Yingyi and Howe, Bill and Balazinska, Magdalena and Ernst, Michael D},
journal = {The VLDB Journal—The International Journal on Very Large Data Bases},
volume = {21},
number = {2},
pages = {169--190},
year = {2012},
publisher = {Springer-Verlag New York, Inc.}
}
@article{howe2012virtual,
title = {Virtual appliances, cloud computing, and reproducible research},
author = {Howe, Bill},
journal = {Computing in Science and Engineering},
volume = {14},
number = {4},
pages = {36--41},
year = {2012},
publisher = {AIP Publishing}
}
@inproceedings{key2012vizdeck,
title = {Vizdeck: Self-organizing dashboards for visual analytics},
author = {Key, Alicia and Howe, Bill and Perry, Daniel and Aragon, Cecilia},
booktitle = {Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data (demo)},
pages = {681--684},
year = {2012},
organization = {ACM}
}
@inproceedings{ren2012hadoop,
title = {Hadoop's Adolescence; A Comparative Workloads Analysis from Three Research Clusters.},
author = {Ren, Kai and Gibson, Garth and Kwon, YongChul and Balazinska, Magdalena and Howe, Bill},
booktitle = {SC Companion},
pages = {1452},
year = {2012}
}
@article{kwon2012skewtunf,
title = {SkewTune in action: mitigating skew in MapReduce applications},
author = {Kwon, YongChul and Balazinska, Magdalena and Howe, Bill and Rolia, Jerome},
journal = {Proceedings of the VLDB Endowment},
volume = {5},
number = {12},
pages = {1934--1937},
year = {2012},
publisher = {VLDB Endowment}
}
@inproceedings{shaw2012optimizing,
title = {Optimizing large-scale semi-naive datalog evaluation in hadoop},
author = {Shaw, Marianne and Koutris, Paraschos and Howe, Bill and Suciu, Dan},
year = {2012},
booktitle = {Proceedings of the Second International Conference on Datalog in Academia and Industry},
series = {Datalog 2.0}
}
@inproceedings{howe2012vizdeck,
author = {Howe, Bill and Key, Alicia and Perry, Daniel and Aragon, Cecilia},
title = {VizDeck: A Card Game Metaphor for Fast Visual Data Exploration},
booktitle = {CHI '12 Extended Abstracts on Human Factors in Computing Systems},
series = {CHI EA '12},
year = {2012},
isbn = {978-1-4503-1016-1},
location = {Austin, Texas, USA},
pages = {1667--1672},
numpages = {6},
url = {http://doi.acm.org/10.1145/2212776.2223690},
doi = {10.1145/2212776.2223690},
acmid = {2223690},
publisher = {ACM},
address = {New York, NY, USA},
keywords = {data understanding., interactive visualization, rapid prototyping, scientific data, visualization}
}
@inproceedings{koutris2012query,
title = {Query-based data pricing},
author = {Koutris, Parachos and Upadhyaya, Prasang and Balazinska, Magdalena and Howe, Bill and Suciu, Dan},
booktitle = {Proceedings of the 31st symposium on Principles of Database Systems (PODS)},
year = {2012}
}
@article{kwon2011study,
title = {A study of skew in mapreduce applications},
author = {Kwon, YongChul and Balazinska, Magdalena and Howe, Bill and Rolia, Jerome},
journal = {Open Cirrus Summit},
year = {2011}
}
@article{balazinska2011data,
title = {Data markets in the cloud: An opportunity for the database community},
author = {Balazinska, Magdalena and Howe, Bill and Suciu, Dan},
journal = {Proc. of the VLDB Endowment},
volume = {4},
number = {12},
pages = {1482--1485},
year = {2011}
}
@article{wiley2011astronomy,
title = {Astronomy in the cloud: using mapreduce for image co-addition},
author = {Wiley, Keith and Connolly, Andrew and Gardner, Jeff and Krughoff, S and Balazinska, Magdalena and Howe, Bill and Kwon, Y and Bu, Yingyi},
journal = {Publications of the Astronomical Society of the Pacific},
volume = {123},
number = {901},
pages = {366},
year = {2011},
publisher = {IOP Publishing}
}
@inproceedings{howe2011example,
author = {Howe, Bill and Cole, Garrett and Khoussainova, Nodira and Battle, Leilani},
title = {Automatic example queries for ad hoc databases},
booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management
of Data, {SIGMOD} 2011, Athens, Greece, June 12-16, 2011},
pages = {1319--1322},
year = {2011},
crossref = {DBLP:conf/sigmod/2011},
url = {http://doi.acm.org/10.1145/1989323.1989487},
doi = {10.1145/1989323.1989487},
timestamp = {Thu, 16 Jun 2011 17:14:38 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/sigmod/HoweCKB11},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{howe2011database,
title = {Database-as-a-service for long-tail science},
author = {Howe, Bill and Cole, Garret and Souroush, Emad and Koutris, Paraschos and Key, Alicia and Khoussainova, Nodira and Battle, Leilani},
booktitle = {Scientific and Statistical Database Management},
pages = {480--489},
year = {2011},
organization = {Springer}
}
@inproceedings{vo2011parallel,
title = {Parallel visualization on large clusters using MapReduce},
author = {Vo, Huy T and Bronson, Jonathan and Summa, Brian and Comba, Jo{\~a}o Luiz Dihl and Freire, Juliana and Howe, Bill and Pascucci, Valerio and Silva, Cl{\'a}udio T},
booktitle = {Large Data Analysis and Visualization (LDAV), 2011 IEEE Symposium on},
pages = {81--88},
year = {2011},
organization = {IEEE}
}
@article{barga2011bioinformatics,
title = {Bioinformatics and data-intensive scientific discovery in the beginning of the 21st century},
author = {Barga, Roger and Howe, Bill and Beck, David and Bowers, Stuart and Dobyns, William and Haynes, Winston and Higdon, Roger and Howard, Chris and Roth, Christian and Stewart, Elizabeth and others},
journal = {Omics: a journal of integrative biology},
volume = {15},
number = {4},
pages = {199--201},
year = {2011},
publisher = {Mary Ann Liebert, Inc. 140 Huguenot Street, 3rd Floor New Rochelle, NY 10801 USA}
}
@article{bu2010haloop,
title = {HaLoop: efficient iterative data processing on large clusters},
author = {Bu, Yingyi and Howe, Bill and Balazinska, Magdalena and Ernst, Michael D},
journal = {Proceedings of the VLDB Endowment},
volume = {3},
number = {1-2},
pages = {285--296},
year = {2010},
publisher = {VLDB Endowment}
}
@inproceedings{kwon2010skew,
title = {Skew-resistant parallel processing of feature-extracting scientific user-defined functions},
author = {Kwon, YongChul and Balazinska, Magdalena and Howe, Bill and Rolia, Jerome},
booktitle = {Proceedings of the 1st ACM symposium on Cloud computing},
pages = {75--86},
year = {2010},
organization = {ACM}
}
@inproceedings{kwon2010scalable,
title = {Scalable clustering algorithm for N-body simulations in a shared-nothing cluster},
author = {Kwon, YongChul and Nunley, Dylan and Gardner, Jeffrey P and Balazinska, Magdalena and Howe, Bill and Loebman, Sarah},
booktitle = {Scientific and Statistical Database Management},
pages = {132--150},
year = {2010},
organization = {Springer}
}
@inproceedings{grochow2010client+,
title = {Client+ cloud: evaluating seamless architectures for visual data analytics in the ocean sciences},
author = {Grochow, Keith and Howe, Bill and Stoermer, Mark and Barga, Roger and Lazowska, Ed},
booktitle = {Scientific and Statistical Database Management},
pages = {114--131},
year = {2010},
organization = {Springer}
}
@inproceedings{howe2010sql,
title = {SQL is dead; long live SQL: Lightweight query services for ad hoc research data},
author = {Howe, Bill and Cole, Garret},
booktitle = {4th Microsoft eScience Workshop},
year = {2010}
}
@article{wiley2010astronomy,
author = {Wiley, Keith and Connolly, Andrew J. and Gardner, Jeffrey P. and Krughoff, K. Simon and Balazinska, Magdalena and Howe, Bill and Kwon, YongChul and Bu, Yingyi},
title = {Astronomy in the Cloud: Using MapReduce for Image Coaddition},
journal = {CoRR},
volume = {abs/1010.1015},
year = {2010},
url = {http://arxiv.org/abs/1010.1015},
timestamp = {Fri, 20 Dec 2013 07:51:13 +0100},
biburl = {http://dblp.uni-trier.de/rec/bib/journals/corr/abs-1010-1015},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{loebman2009analyzing,
title = {Analyzing massive astrophysical datasets: Can Pig/Hadoop or a relational DBMS help?},
author = {Loebman, Sarah and Nunley, Dylan and Kwon, YongChul and Howe, Bill and Balazinska, Magdalena and Gardner, Jeffrey P},
booktitle = {Cluster Computing and Workshops, 2009. CLUSTER'09. IEEE International Conference on},
pages = {1--10},
year = {2009},
organization = {IEEE}
}
@inproceedings{suciu2009embracing,
title = {Embracing Uncertainty in Large-Scale Computational Astrophysics.},
author = {Suciu, Dan and Connolly, Andrew J and Howe, Bill},
booktitle = {MUD},
pages = {63--77},
year = {2009}
}
@inproceedings{howe2009scientific,
title = {Scientific mashups: runtime-configurable data product ensembles},
author = {Howe, Bill and Green-Fishback, Harrison and Maier, David},
booktitle = {Scientific and Statistical Database Management},
pages = {19--36},
year = {2009},
organization = {Springer}
}
@inproceedings{howe2009query,
title = {Query-driven visualization in the cloud with mapreduce},
author = {Howe, Bill and Vo, Huy and Silva, Claudio and Freire, J},
booktitle = {Proceedings of the Fourth Annual Workshop on Ultrascale Visualization},
year = {2009}
}
@article{baptista2008scientific,
title = {Scientific exploration in the era of ocean observatories},
author = {Baptista, Ant{\'o}nio and Howe, Bill and Freire, Juliana and Maier, David and Silva, Cl{\'a}udio T},
journal = {Computing in Science and Engineering},
volume = {10},
number = {3},
pages = {53--58},
year = {2008}
}
@inproceedings{howe2008end,
title = {End-to-end escience: Integrating workflow, query, visualization, and provenance at an ocean observatory},
author = {Howe, Bill and Lawson, Peter and Bellinger, Renee and Anderson, Erik and Santos, Emanuele and Freire, Juliana and Scheidegger, Carlos and Baptista, Ant{\'o}nio and Silva, Cl{\'a}udio},
booktitle = {eScience, 2008. eScience'08. IEEE Fourth International Conference on},
pages = {127--134},
year = {2008},
organization = {IEEE}
}
@inproceedings{howe2008quarrying,
title = {Quarrying dataspaces: Schemaless profiling of unfamiliar information sources},
author = {Howe, Bill and Maier, David and Rayner, Nicolas and Rucker, James},
booktitle = {Workshop on Information Integration Methods, Architectures, and Systems (IIMAS 08)},
pages = {270--277},
year = {2008},
organization = {IEEE}
}
@article{howe2008scidb,
title = {SciDB Examples from Environmental Observation and Modeling},
author = {Howe, Bill},
journal = {Center for Coastal Margin Observation and Prediction},
year = {2008},
publisher = {Citeseer}
}
@inproceedings{green2008scientific,
title = {Scientific Mashups: Runtime-Configurable Data Product Ensembles},
author = {Green-Fishback, Harrison and Howe, Bill},
booktitle = {eScience, 2008. eScience'08. IEEE Fourth International Conference on},
pages = {442--443},
year = {2008},
organization = {IEEE}
}
@inproceedings{howe2007smoothing,
title = {Smoothing the ROI Curve for Scientific Data Management Applications.},
author = {Howe, Bill and Maier, David and Bright, Laura},
booktitle = {CIDR},
pages = {185--195},
year = {2007}
}
@inproceedings{howe2007ocean,
title = {The Ocean Appliance: Complete Platform Provisioning for Low-Cost Data Sharing},
author = {Howe, Bill and Baptista, Antonio and Hagerty, Nicholas and Seaton, Charles and Matre, Ethan Van and Turner, Paul and Maier, David},
booktitle = {OCEANS 2007},
pages = {1--10},
year = {2007},
organization = {IEEE}
}
@phdthesis{howe2006gridfields,
author = {Howe, Bill},
title = {Gridfields: model-driven data transformation in the physical sciences},
school = {Portland State University (Dissertation)},
year = {2006},
month = may
}
@inproceedings{bright2006managing,
title = {Managing the Forecast Factory},
author = {Bright, Laura and Maier, David and Howe, Bill},
booktitle = {Data Engineering Workshops, 2006. Proceedings. 22nd International Conference on},
pages = {64--64},
year = {2006},
organization = {IEEE}
}
@article{howe2005algebraic,
title = {Algebraic manipulation of scientific datasets},
author = {Howe, Bill and Maier, David},
journal = {The VLDB journal},
volume = {14},
number = {4},
pages = {397--416},
year = {2005},
publisher = {Springer}
}
@inproceedings{howe2005gridded,
author = {Howe, Bill and Maier, David},
title = {Querying and Visualizing Gridded Datasets for e-Science},
booktitle = {Proceedings of the 21st International Conference on Data Engineering,
{ICDE} 2005, 5-8 April 2005, Tokyo, Japan},
pages = {1106--1107},
year = {2005},
crossref = {DBLP:conf/icde/2005},
url = {http://dx.doi.org/10.1109/ICDE.2005.117},
doi = {10.1109/ICDE.2005.117},
timestamp = {Sat, 09 Aug 2014 14:37:16 +0200},
biburl = {http://dblp.uni-trier.de/rec/bib/conf/icde/HoweM05},
bibsource = {dblp computer science bibliography, http://dblp.org}
}
@inproceedings{howe2005retrofitting,
title = {Retrofitting a Data Model to Existing Environmental Data.},
author = {Howe, Bill and Maier, David},
booktitle = {SSDBM},
pages = {3--13},
year = {2005}
}
@article{howe2005gridfields,
title = {GridFields: Model-Driven Query Services for Simulation Results in the Physical Sciences},
author = {Howe, Bill},
year = {2005},
publisher = {Citeseer}
}
@incollection{howe2004emergent,
title = {Emergent semantics: Towards self-organizing scientific metadata},
author = {Howe, Bill and Tanna, Kuldeep and Turner, Paul and Maier, David},
booktitle = {Semantics of a Networked World. Semantics for Grid Databases},
pages = {177--198},
year = {2004},
publisher = {Springer}
}
@article{howe2004logical,
title = {Logical and Physical Data Independence for Native Scientific Data Repositories.},
author = {Howe, Bill and Maier, David},
journal = {IEEE Data Eng. Bull.},
volume = {27},
number = {4},
pages = {29--36},
year = {2004}
}
@article{howe2003language,
title = {A language for spatial data manipulation},
author = {Howe, Bill and Maier, David and Baptista, Antonio},
journal = {Journal of Environmental Informatics},
volume = {2},
number = {2},
pages = {23--37},
year = {2003}
}
@inproceedings{koch2003forest,
title = {The forest portal: a multidisciplinary project},
author = {Koch, Marianne and Delcambre, Lois and Toccalino, Patricia and Landis, Eric and Phillips, Fred and Tolle, Tim and Shapiro, Len and Steckler, Nicole and Maier, David and Weaver, Mathew and others},
booktitle = {Proceedings of the 2003 annual national conference on Digital government research},
pages = {1--4},
year = {2003},
organization = {Digital Government Society of North America}
}
@inproceedings{howe2002modeling,
title = {Modeling data product generation},
author = {Howe, Bill and Maier, Dave},
booktitle = {Workshop on Data Derivation and Provenance, Chicago},
year = {2002}
}
@inproceedings{weaver2002representing,
title = {Representing, exploiting, and extracting metadata using metadata++},
author = {Weaver, Mathew and Howe, Bill and Delcambre, Lois and Tolle, Tim and Maier, Dave},
booktitle = {Proceedings of the 2002 annual national conference on Digital government research},
pages = {1--7},
year = {2002},
organization = {Digital Government Society of North America}
}