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10_bibliography.bib
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% This file was created with JabRef 2.10b2.
% Encoding: UTF-8
@Unpublished{AriasCastro13,
Title = {Community Detection in Random Networks},
Author = {Ery Arias-Castro and Nicolas Verzelen},
Note = {Preprint: arXiv.org:1302.7099},
Year = {2013},
}
@inproceedings{bader2014graph,
title={The Graph BLAS effort and its implications for Exascale},
author={Bader, David and Bulu{\c{c}}, Ayd{\i}n and Gilbert, John and Gonzalez, Joseph and Kepner, Jeremy and Mattson, Timothy},
booktitle={SIAM Workshop on Exascale Applied Mathematics Challenges and Opportunities (EX14)},
year={2014}
}
@article{bader2006designing,
title={Designing scalable synthetic compact applications for benchmarking high productivity computing systems},
author={Bader, D and Madduri, Kamesh and Gilbert, J and Shah, Viral and Kepner, Jeremy and Meuse, Theresa and Krishnamurthy, Ashok},
journal={Cyberinfrastructure Technology Watch},
volume={2},
pages={1--10},
year={2006}
}
@Article{choovisual,
Title = {Visual Analytics for Interactive Exploration of Large-scale Document Data via Nonnegative Matrix Factorization},
Author = {Choo, Jaegul and Drake, Barry L and Park, Haesun},
}
@Unpublished{Coppersmith12,
Title = {Vertex Nomination via Content and Context},
Author = {Glen A. Coppersmith and Carey E. Priebe},
Note = {Preprint: arXiv.org:1201.4118v1},
Year = {2012},
}
@Article{fortunato2010community,
Title = {Community detection in graphs},
Author = {Fortunato, Santo},
Journal = {Physics Reports},
Year = {2010},
Number = {3},
Pages = {75--174},
Volume = {486},
Publisher = {Elsevier}
}
@Article{gadepally2014big,
Title = {Big Data Dimensional Analysis},
Author = {Gadepally, Vijay and Kepner, Jeremy},
Journal = {High Performance Extreme Computing (HPEC)},
Year = {2014},
Organization = {IEEE},
}
@InProceedings{kepner2013d4m,
Title = {{D4M} 2.0 schema: A general purpose high performance schema for the Accumulo database},
Author = {Kepner, Jeremy and Anderson, Christian and Arcand, William and Bestor, David and Bergeron, Bill and Byun, Chansup and Hubbell, Matthew and Michaleas, Peter and Mullen, Julie and O'Gwynn, David and others},
Booktitle = {High Performance Extreme Computing (HPEC)},
Year = {2013},
Organization = {IEEE},
} % Pages = {1--6},
@InProceedings{kepner2012dynamic,
Title = {Dynamic distributed dimensional data model ({D4M}) database and computation system},
Author = {Kepner, Jeremy and Arcand, William and Bergeron, William and Bliss, Nadya and Bond, Robert and Byun, Chansup and Condon, Gary and Gregson, Kenneth and Hubbell, Matthew and Kurz, Jonathan and others},
Booktitle = {International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
Year = {2012},
Organization = {IEEE},
Pages = {5349--5352},
}
@Article{kepner2014achieving,
Title = {Achieving 100,000,000 database inserts per second using Accumulo and {D4M}},
Author = {Kepner, Jeremy and Arcand, William and Bestor, David and Bergeron, Bill and Byun, Chansup and Gadepally, Vijay and Hubbell, Matthew and Michaleas, Peter and Mullen, Julie and Prout, Andrew and others},
Journal = {High Performance Extreme Computing (HPEC)},
Year = {2014},
Organization = {IEEE},
}
@article{kepner2015associative,
title={Associative arrays: Unified mathematics for spreadsheets, databases, matrices, and graphs},
author={Kepner, Jeremy and Chaidez, Julian and Gadepally, Vijay and Jansen, Hayden},
Journal = {New England Database Day (NEDB)},
year={2015}
}
@InProceedings{gadepally2015gabb,
Title = {Graphulo: Linear Algebra Graph Kernels for {NoSQL} Databases},
Author = {Gadepally, Vijay and Bolewski, Jake and Hook, Dan and Hutchison, Dylan and Miller, Ben and Kepner, Jeremy},
Booktitle = {International Parallel \& Distributed Processing Symposium Workshops (IPDPSW)},
Year = {2015},
Organization = {IEEE},
}
@Book{kepner2011graph,
Title = {Graph algorithms in the language of linear algebra},
Author = {Kepner, Jeremy and Gilbert, John},
Publisher = {SIAM},
Year = {2011},
} % Volume = {22},
@Article{laney20013d,
Title = {3D data management: Controlling data volume, velocity and variety},
Author = {Laney, Doug},
Journal = {META Group Research Note},
Year = {2001},
Volume = {6},
}
@Article{LinkPrediction07,
Title = {The link-prediction problem for social networks},
Author = {David Liben-Nowell and Jon Kleinberg},
Journal = {J. Amer. Soc. Inform. Sci. and Technology},
Year = {2007},
Month = {May},
Number = {7},
Pages = {1019--1031},
Volume = {58},
}
@InProceedings{NadakuditiPlantedClique,
Title = {On Hard Limits of Eigen-Analysis Based Planted Clique Detection},
Author = {Raj Rao Nadakuditi},
Booktitle = {Proc. IEEE Statistical Signal Process. Workshop},
Year = {2012},
Pages = {129--132},
}
@InProceedings{schafer1999recommender,
Title = {Recommender systems in e-commerce},
Author = {Schafer, J Ben and Konstan, Joseph and Riedl, John},
Booktitle = {Proceedings of the 1st ACM conference on Electronic commerce},
Year = {1999},
Organization = {ACM},
Pages = {158--166},
}
@Electronic{ACCUMULO-261,
Title = {Scanner should support batch size specified in bytes},
Author = {John Vines},
Url = {https://issues.apache.org/jira/browse/ACCUMULO-261},
Year = {2012}
}
@Article{wang2011community,
Title = {Community discovery using nonnegative matrix factorization},
Author = {Wang, Fei and Li, Tao and Wang, Xin and Zhu, Shenghuo and Ding, Chris},
Journal = {Data Mining and Knowledge Discovery},
Year = {2011},
Number = {3},
Pages = {493--521},
Volume = {22},
Publisher = {Springer}
}
@inproceedings{sen2013benchmarking,
title={Benchmarking apache accumulo bigdata distributed table store using its continuous test suite},
author={Sen, Ranjan and Farris, Andrew and Guerra, Peter},
booktitle={International Congress on Big Data},
pages={334--341},
year={2013},
organization={IEEE}
}
@article{sigelman2010dapper,
title={Dapper, a large-scale distributed systems tracing infrastructure},
author={Sigelman, Benjamin H and Barroso, Luiz Andre and Burrows, Mike and Stephenson, Pat and Plakal, Manoj and Beaver, Donald and Jaspan, Saul and Shanbhag, Chandan},
journal={Google research},
year={2010}
}
@article{dean2008mapreduce,
title={MapReduce: simplified data processing on large clusters},
author={Dean, Jeffrey and Ghemawat, Sanjay},
journal={Communications of the ACM},
volume={51},
number={1},
pages={107--113},
year={2008},
publisher={ACM}
}
@article{cohen2009mad,
title={MAD skills: new analysis practices for big data},
author={Cohen, Jeffrey and Dolan, Brian and Dunlap, Mark and Hellerstein, Joseph M and Welton, Caleb},
journal={Proceedings of the VLDB Endowment},
volume={2},
number={2},
pages={1481--1492},
year={2009},
publisher={VLDB Endowment}
}
@inproceedings{vavilapalli2013apache,
title={Apache hadoop {YARN}: Yet another resource negotiator},
author={Vavilapalli, Vinod Kumar and Murthy, Arun C and Douglas, Chris and Agarwal, Sharad and Konar, Mahadev and Evans, Robert and Graves, Thomas and Lowe, Jason and Shah, Hitesh and Seth, Siddharth and others},
booktitle={Proceedings of the 4th annual Symposium on Cloud Computing},
year={2013},
organization={ACM}
} % pages={5},
@article{bulucc2010highly,
title={Highly parallel sparse matrix-matrix multiplication},
author={Bulu{\c{c}}, Ayd{\i}n and Gilbert, John R},
year={2010},
publisher={Citeseer}
}
@article{buluc2012parallel,
title={Parallel sparse matrix-matrix multiplication and indexing: Implementation and experiments},
author={Bulu{\c{c}}, Ayd{\i}n and Gilbert, John R},
journal={SIAM Journal on Scientific Computing},
volume={34},
number={4},
pages={C170--C191},
year={2012},
publisher={SIAM}
}
@inproceedings{sawyer2013understanding,
title={Understanding query performance in Accumulo},
author={Sawyer, Scott M and O'Gwynn, B David and Tran, An and Yu, Tamara},
booktitle={High Performance Extreme Computing (HPEC)},
year={2013},
organization={IEEE}
} % pages={1--6},
@inproceedings{mattson2014standards,
title={Standards for graph algorithm primitives},
author={Mattson, Tim and Bader, David and Berry, Jon and Buluc, Aydin and Dongarra, Jack and Faloutsos, Christos and Feo, John and Gilbert, John and Gonzalez, Joseph and Hendrickson, Bruce and others},
booktitle={High Performance Extreme Computing (HPEC)},
year={2013},
organization={IEEE}
}
@article{grolinger2013data,
title={Data management in cloud environments: {NoSQL} and {NewSQL} data stores},
author={Grolinger, Katarina and Higashino, Wilson A and Tiwari, Abhinav and Capretz, Miriam AM},
journal={Journal of Cloud Computing: Advances, Systems and Applications},
volume={2},
number={1},
pages={22},
year={2013},
publisher={Springer}
}
@article{kruskal1989techniques,
title={Techniques for parallel manipulation of sparse matrices},
author={Kruskal, Clyde P and Rudolph, Larry and Snir, Marc},
journal={Theoretical Computer Science},
volume={64},
number={2},
pages={135--157},
year={1989},
publisher={Elsevier}
}
@Article{burkhardt2014asking,
Title = {Asking hard graph questions},
Author = {Burkhardt, Paul},
Journal = {US National Security Agency Technical report NSA-RD-2014-050001v1},
Year = {2014},
}
@Article{burkhardt2013big,
Title = {An {NSA} big graph experiment},
Author = {Burkhardt, Paul and Waring, Chris},
Journal = {US National Security Agency Technical report NSA-RD-2013-056001v1},
Year = {2013},
}
@InProceedings{Reuther09cloudcomputing,
Title = {Cloud Computing – Where {ISR} Data Will Go for Exploitation},
Author = {Albert Reuther and Jeremy Kepner and Peter Michaleas and William Smith},
Booktitle = {High Performance Extreme Computing (HPEC)},
Year = {2009},
Organization = {IEEE}
}
@inproceedings{bulucc2013high,
title={High-productivity and high-performance analysis of filtered semantic graphs},
author={Bulu{\c{c}}, Ayd{\i}n and Duriakova, Erika and Fox, Armando and Gilbert, John R and Kamil, Shoaib and Lugowski, Adam and Oliker, Leonid and Williams, Samuel},
booktitle={International Parallel \& Distributed Processing Symposium (IPDPS)},
pages={237--248},
year={2013},
organization={IEEE}
}
@article{catanzaro2009sejits,
title={{SEJITS}: Getting productivity and performance with selective embedded JIT specialization},
author={Catanzaro, Bryan and Kamil, Shoaib and Lee, Yunsup and Asanovic, Krste and Demmel, James and Keutzer, Kurt and Shalf, John and Yelick, Kathy and Fox, Armando},
journal={Programming Models for Emerging Architectures},
volume={1},
number={1},
pages={1--9},
year={2009}
}
@article{bulucc2011combinatorial,
title={The Combinatorial {BLAS}: Design, implementation, and applications},
author={Bulu{\c{c}}, Ayd{\i}n and Gilbert, John R},
journal={International Journal of High Performance Computing Applications},
pages={496--509},
year={2011},
publisher={SAGE Publications}
}
@article{li2015uda,
title={{UDA-GIST}: an in-database framework to unify data-parallel and state-parallel analytics},
author={Li, Kun and Wang, Daisy Zhe and Dobra, Alin and Dudley, Christopher},
journal={Proceedings of the VLDB Endowment},
volume={8},
number={5},
pages={557--568},
year={2015},
publisher={VLDB Endowment}
}
@inproceedings{cohen2006user,
title={User-defined aggregate functions: bridging theory and practice},
author={Cohen, Sara},
booktitle={International Conference on Management of Data (SIGMOD)},
pages={49--60},
year={2006},
organization={ACM}
}
@article{rusu2012glade,
title={GLADE: a scalable framework for efficient analytics},
author={Rusu, Florin and Dobra, Alin},
journal={ACM SIGOPS Operating Systems Review},
volume={46},
number={1},
year={2012},
publisher={ACM}
}
// pages={12--18},
@InProceedings{hutchison2015graphulo,
author = {Hutchison, Dylan and Kepner, Jeremy and Gadepally, Vijay and Fuchs, Adam},
title = {Graphulo Implementation of Server-Side Sparse Matrix Multiply in the {Accumulo} Database},
Booktitle = {High Performance Extreme Computing (HPEC)},
year = {2015},
Organization = {IEEE}
}
@article{LinkPrediction07,
Author = {David Liben-Nowell and Jon Kleinberg},
Date-Added = {2014-12-22 14:56:31 +0000},
Date-Modified = {2014-12-22 14:56:31 +0000},
Journal = {J. Amer. Soc. Inform. Sci. and Technology},
Month = {May},
Number = {7},
Pages = {1019--1031},
Title = {The link-prediction problem for social networks},
Volume = {58},
Year = {2007}}
@article{liben2007link,
title={The link-prediction problem for social networks},
author={Liben-Nowell, David and Kleinberg, Jon},
journal={Journal of the American society for information science and technology},
volume={58},
number={7},
pages={1019--1031},
year={2007},
publisher={Wiley Online Library}
}
@article{duggan2015bigdawg,
title={The BigDAWG Polystore System},
author={Duggan, Jennie and Elmore, Aaron J and Stonebraker, Michael and Balazinska, Magda and Howe, Bill and Kepner, Jeremy and Madden, Sam and Maier, David and Mattson, Tim and Zdonik, Stan},
journal={SIGMOD Record},
volume={44},
number={2},
pages={11--16},
year={2015},
publisher={ACM}
}
@article{agrawal2016road,
title={Road to Freedom in Big Data Analytics},
author={Agrawal, Divy and Kaoudi, Sanjay Chawla Ahmed Elmagarmid Zoi and Ouzzani, Mourad and Quian{\'e}-Ruiz, Paolo Papotti Jorge-Arnulfo and Zaki, Nan Tang Mohammed J},
booktitle={EDBT},
pages={479--484},
year={2016}
}
@inproceedings{gog2015musketeer,
title={Musketeer: all for one, one for all in data processing systems},
author={Gog, Ionel and Schwarzkopf, Malte and Crooks, Natacha and Grosvenor, Matthew P and Clement, Allen and Hand, Steven},
booktitle={Proceedings of the Tenth European Conference on Computer Systems},
year={2015},
organization={ACM}
}
@inproceedings{wolf2015task,
title={A task-based linear algebra Building Blocks approach for scalable graph analytics},
author={Wolf, Michael M and Berry, Jonathan W and Stark, Dylan T},
booktitle={High Performance Extreme Computing (HPEC)},
year={2015},
organization={IEEE}
}
@article{wang2012truss,
title={Truss decomposition in massive networks},
author={Wang, Jia and Cheng, James},
journal={Proceedings of the VLDB Endowment},
volume={5},
number={9},
pages={812--823},
year={2012},
publisher={VLDB Endowment}
}
@article{ghosh1986statistical,
title={Statistical relational tables for statistical database management},
author={Ghosh, Sakti P},
journal={IEEE Transactions on Software Engineering},
number={12},
pages={1106--1116},
year={1986},
publisher={IEEE}
}
//
@article{stonebraker2005goes,
title={What goes around comes around},
author={Stonebraker, Michael and Hellerstein, Joey},
journal={Readings in Database Systems},
volume={4},
year={2005},
publisher={M. Stonebraker, and JM Hellerstein}
}
@article{codd1970relational,
title={A relational model of data for large shared data banks},
author={Codd, Edgar F},
journal={Communications of the ACM},
volume={13},
number={6},
pages={377--387},
year={1970},
publisher={ACM}
}
@article{cheung2013optimizing,
title={Optimizing database-backed applications with query synthesis},
author={Cheung, Alvin and Solar-Lezama, Armando and Madden, Samuel},
journal={ACM SIGPLAN Notices},
volume={48},
number={6},
pages={3--14},
year={2013},
publisher={ACM}
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