mirror of https://github.com/apache/druid.git
updates to images in paper and some fixes
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@article{cattell2011scalable,
|
||||
title={Scalable SQL and NoSQL data stores},
|
||||
author={Cattell, Rick},
|
||||
journal={ACM SIGMOD Record},
|
||||
volume={39},
|
||||
number={4},
|
||||
pages={12--27},
|
||||
year={2011},
|
||||
publisher={ACM}
|
||||
}
|
||||
@article{cattell2011scalable,
|
||||
title={Scalable SQL and NoSQL data stores},
|
||||
author={Cattell, Rick},
|
||||
journal={ACM SIGMOD Record},
|
||||
volume={39},
|
||||
number={4},
|
||||
pages={12--27},
|
||||
year={2011},
|
||||
publisher={ACM}
|
||||
}
|
||||
|
||||
@article{chang2008bigtable,
|
||||
title={Bigtable: A distributed storage system for structured data},
|
||||
author={Chang, Fay and Dean, Jeffrey and Ghemawat, Sanjay and Hsieh, Wilson C and Wallach, Deborah A and Burrows, Mike and Chandra, Tushar and Fikes, Andrew and Gruber, Robert E},
|
||||
journal={ACM Transactions on Computer Systems (TOCS)},
|
||||
volume={26},
|
||||
number={2},
|
||||
pages={4},
|
||||
year={2008},
|
||||
publisher={ACM}
|
||||
}
|
||||
@article{chang2008bigtable,
|
||||
title={Bigtable: A distributed storage system for structured data},
|
||||
author={Chang, Fay and Dean, Jeffrey and Ghemawat, Sanjay and Hsieh, Wilson C and Wallach, Deborah A and Burrows, Mike and Chandra, Tushar and Fikes, Andrew and Gruber, Robert E},
|
||||
journal={ACM Transactions on Computer Systems (TOCS)},
|
||||
volume={26},
|
||||
number={2},
|
||||
pages={4},
|
||||
year={2008},
|
||||
publisher={ACM}
|
||||
}
|
||||
|
||||
@inproceedings{decandia2007dynamo,
|
||||
title={Dynamo: amazon's highly available key-value store},
|
||||
author={DeCandia, Giuseppe and Hastorun, Deniz and Jampani, Madan and Kakulapati, Gunavardhan and Lakshman, Avinash and Pilchin, Alex and Sivasubramanian, Swaminathan and Vosshall, Peter and Vogels, Werner},
|
||||
booktitle={ACM SIGOPS Operating Systems Review},
|
||||
volume={41},
|
||||
number={6},
|
||||
pages={205--220},
|
||||
year={2007},
|
||||
organization={ACM}
|
||||
}
|
||||
@inproceedings{decandia2007dynamo,
|
||||
title={Dynamo: amazon's highly available key-value store},
|
||||
author={DeCandia, Giuseppe and Hastorun, Deniz and Jampani, Madan and Kakulapati, Gunavardhan and Lakshman, Avinash and Pilchin, Alex and Sivasubramanian, Swaminathan and Vosshall, Peter and Vogels, Werner},
|
||||
booktitle={ACM SIGOPS Operating Systems Review},
|
||||
volume={41},
|
||||
number={6},
|
||||
pages={205--220},
|
||||
year={2007},
|
||||
organization={ACM}
|
||||
}
|
||||
|
||||
@inproceedings{bear2012vertica,
|
||||
title={The vertica database: SQL RDBMS for managing big data},
|
||||
author={Bear, Chuck and Lamb, Andrew and Tran, Nga},
|
||||
booktitle={Proceedings of the 2012 workshop on Management of big data systems},
|
||||
pages={37--38},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
@inproceedings{bear2012vertica,
|
||||
title={The vertica database: SQL RDBMS for managing big data},
|
||||
author={Bear, Chuck and Lamb, Andrew and Tran, Nga},
|
||||
booktitle={Proceedings of the 2012 workshop on Management of big data systems},
|
||||
pages={37--38},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
|
||||
@article{lakshman2010cassandra,
|
||||
title={Cassandra—A decentralized structured storage system},
|
||||
author={Lakshman, Avinash and Malik, Prashant},
|
||||
journal={Operating systems review},
|
||||
volume={44},
|
||||
number={2},
|
||||
pages={35},
|
||||
year={2010}
|
||||
}
|
||||
@article{lakshman2010cassandra,
|
||||
title={Cassandra—A decentralized structured storage system},
|
||||
author={Lakshman, Avinash and Malik, Prashant},
|
||||
journal={Operating systems review},
|
||||
volume={44},
|
||||
number={2},
|
||||
pages={35},
|
||||
year={2010}
|
||||
}
|
||||
|
||||
@article{melnik2010dremel,
|
||||
title={Dremel: interactive analysis of web-scale datasets},
|
||||
author={Melnik, Sergey and Gubarev, Andrey and Long, Jing Jing and Romer, Geoffrey and Shivakumar, Shiva and Tolton, Matt and Vassilakis, Theo},
|
||||
journal={Proceedings of the VLDB Endowment},
|
||||
volume={3},
|
||||
number={1-2},
|
||||
pages={330--339},
|
||||
year={2010},
|
||||
publisher={VLDB Endowment}
|
||||
}
|
||||
@article{melnik2010dremel,
|
||||
title={Dremel: interactive analysis of web-scale datasets},
|
||||
author={Melnik, Sergey and Gubarev, Andrey and Long, Jing Jing and Romer, Geoffrey and Shivakumar, Shiva and Tolton, Matt and Vassilakis, Theo},
|
||||
journal={Proceedings of the VLDB Endowment},
|
||||
volume={3},
|
||||
number={1-2},
|
||||
pages={330--339},
|
||||
year={2010},
|
||||
publisher={VLDB Endowment}
|
||||
}
|
||||
|
||||
@article{hall2012processing,
|
||||
title={Processing a trillion cells per mouse click},
|
||||
author={Hall, Alexander and Bachmann, Olaf and B{\"u}ssow, Robert and G{\u{a}}nceanu, Silviu and Nunkesser, Marc},
|
||||
journal={Proceedings of the VLDB Endowment},
|
||||
volume={5},
|
||||
number={11},
|
||||
pages={1436--1446},
|
||||
year={2012},
|
||||
publisher={VLDB Endowment}
|
||||
}
|
||||
@article{hall2012processing,
|
||||
title={Processing a trillion cells per mouse click},
|
||||
author={Hall, Alexander and Bachmann, Olaf and B{\"u}ssow, Robert and G{\u{a}}nceanu, Silviu and Nunkesser, Marc},
|
||||
journal={Proceedings of the VLDB Endowment},
|
||||
volume={5},
|
||||
number={11},
|
||||
pages={1436--1446},
|
||||
year={2012},
|
||||
publisher={VLDB Endowment}
|
||||
}
|
||||
|
||||
@inproceedings{shvachko2010hadoop,
|
||||
title={The hadoop distributed file system},
|
||||
author={Shvachko, Konstantin and Kuang, Hairong and Radia, Sanjay and Chansler, Robert},
|
||||
booktitle={Mass Storage Systems and Technologies (MSST), 2010 IEEE 26th Symposium on},
|
||||
pages={1--10},
|
||||
year={2010},
|
||||
organization={IEEE}
|
||||
}
|
||||
@inproceedings{shvachko2010hadoop,
|
||||
title={The hadoop distributed file system},
|
||||
author={Shvachko, Konstantin and Kuang, Hairong and Radia, Sanjay and Chansler, Robert},
|
||||
booktitle={Mass Storage Systems and Technologies (MSST), 2010 IEEE 26th Symposium on},
|
||||
pages={1--10},
|
||||
year={2010},
|
||||
organization={IEEE}
|
||||
}
|
||||
|
||||
@article{colantonio2010concise,
|
||||
title={Concise: Compressed ‘n’Composable Integer Set},
|
||||
author={Colantonio, Alessandro and Di Pietro, Roberto},
|
||||
journal={Information Processing Letters},
|
||||
volume={110},
|
||||
number={16},
|
||||
pages={644--650},
|
||||
year={2010},
|
||||
publisher={Elsevier}
|
||||
}
|
||||
@article{colantonio2010concise,
|
||||
title={Concise: Compressed ‘n’Composable Integer Set},
|
||||
author={Colantonio, Alessandro and Di Pietro, Roberto},
|
||||
journal={Information Processing Letters},
|
||||
volume={110},
|
||||
number={16},
|
||||
pages={644--650},
|
||||
year={2010},
|
||||
publisher={Elsevier}
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||||
}
|
||||
|
||||
@article{lerner2010redis,
|
||||
title={At the Forge: Redis},
|
||||
author={Lerner, Richard},
|
||||
journal={Linux Journal},
|
||||
volume={2010},
|
||||
number={197},
|
||||
pages={3},
|
||||
year={2010}
|
||||
}
|
||||
@inproceedings{stonebraker2005c,
|
||||
title={C-store: a column-oriented DBMS},
|
||||
author={Stonebraker, Mike and Abadi, Daniel J and Batkin, Adam and Chen, Xuedong and Cherniack, Mitch and Ferreira, Miguel and Lau, Edmond and Lin, Amerson and Madden, Sam and O'Neil, Elizabeth and others},
|
||||
booktitle={Proceedings of the 31st international conference on Very large data bases},
|
||||
pages={553--564},
|
||||
year={2005},
|
||||
organization={VLDB Endowment}
|
||||
}
|
||||
|
||||
@inproceedings{stonebraker2005c,
|
||||
title={C-store: a column-oriented DBMS},
|
||||
author={Stonebraker, Mike and Abadi, Daniel J and Batkin, Adam and Chen, Xuedong and Cherniack, Mitch and Ferreira, Miguel and Lau, Edmond and Lin, Amerson and Madden, Sam and O'Neil, Elizabeth and others},
|
||||
booktitle={Proceedings of the 31st international conference on Very large data bases},
|
||||
pages={553--564},
|
||||
year={2005},
|
||||
organization={VLDB Endowment}
|
||||
}
|
||||
@inproceedings{engle2012shark,
|
||||
title={Shark: fast data analysis using coarse-grained distributed memory},
|
||||
author={Engle, Cliff and Lupher, Antonio and Xin, Reynold and Zaharia, Matei and Franklin, Michael J and Shenker, Scott and Stoica, Ion},
|
||||
booktitle={Proceedings of the 2012 international conference on Management of Data},
|
||||
pages={689--692},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
|
||||
@inproceedings{engle2012shark,
|
||||
title={Shark: fast data analysis using coarse-grained distributed memory},
|
||||
author={Engle, Cliff and Lupher, Antonio and Xin, Reynold and Zaharia, Matei and Franklin, Michael J and Shenker, Scott and Stoica, Ion},
|
||||
booktitle={Proceedings of the 2012 international conference on Management of Data},
|
||||
pages={689--692},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
@inproceedings{zaharia2012discretized,
|
||||
title={Discretized streams: an efficient and fault-tolerant model for stream processing on large clusters},
|
||||
author={Zaharia, Matei and Das, Tathagata and Li, Haoyuan and Shenker, Scott and Stoica, Ion},
|
||||
booktitle={Proceedings of the 4th USENIX conference on Hot Topics in Cloud Computing},
|
||||
pages={10--10},
|
||||
year={2012},
|
||||
organization={USENIX Association}
|
||||
}
|
||||
|
||||
@inproceedings{zaharia2012discretized,
|
||||
title={Discretized streams: an efficient and fault-tolerant model for stream processing on large clusters},
|
||||
author={Zaharia, Matei and Das, Tathagata and Li, Haoyuan and Shenker, Scott and Stoica, Ion},
|
||||
booktitle={Proceedings of the 4th USENIX conference on Hot Topics in Cloud Computing},
|
||||
pages={10--10},
|
||||
year={2012},
|
||||
organization={USENIX Association}
|
||||
}
|
||||
@misc{marz2013storm,
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author = {Marz, Nathan},
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title = {Storm: Distributed and Fault-Tolerant Realtime Computation},
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month = {February},
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year = {2013},
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||||
howpublished = "\url{http://storm-project.net/}"
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||||
}
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||||
|
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@misc{marz2013storm,
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||||
author = {Marz, Nathan},
|
||||
title = {Storm: Distributed and Fault-Tolerant Realtime Computation},
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||||
month = {February},
|
||||
year = {2013},
|
||||
howpublished = "\url{http://storm-project.net/}"
|
||||
}
|
||||
@misc{tschetter2011druid,
|
||||
author = {Eric Tschetter},
|
||||
title = {Introducing Druid: Real-Time Analytics at a Billion Rows Per Second},
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||||
month = {April},
|
||||
year = {2011},
|
||||
howpublished = "\url{http://metamarkets.com/2011/druid-part-i-real-time-analytics-at-a-billion-rows-per-second/}"
|
||||
}
|
||||
|
||||
@article{farber2012sap,
|
||||
title={SAP HANA database: data management for modern business applications},
|
||||
author={F{\"a}rber, Franz and Cha, Sang Kyun and Primsch, J{\"u}rgen and Bornh{\"o}vd, Christof and Sigg, Stefan and Lehner, Wolfgang},
|
||||
journal={ACM Sigmod Record},
|
||||
volume={40},
|
||||
number={4},
|
||||
pages={45--51},
|
||||
year={2012},
|
||||
publisher={ACM}
|
||||
}
|
||||
@article{farber2012sap,
|
||||
title={SAP HANA database: data management for modern business applications},
|
||||
author={F{\"a}rber, Franz and Cha, Sang Kyun and Primsch, J{\"u}rgen and Bornh{\"o}vd, Christof and Sigg, Stefan and Lehner, Wolfgang},
|
||||
journal={ACM Sigmod Record},
|
||||
volume={40},
|
||||
number={4},
|
||||
pages={45--51},
|
||||
year={2012},
|
||||
publisher={ACM}
|
||||
}
|
||||
|
||||
@misc{voltdb2010voltdb,
|
||||
title={VoltDB Technical Overview},
|
||||
author={VoltDB, LLC},
|
||||
year={2010},
|
||||
howpublished = "\url{https://voltdb.com/}"
|
||||
}
|
||||
@misc{voltdb2010voltdb,
|
||||
title={VoltDB Technical Overview},
|
||||
author={VoltDB, LLC},
|
||||
year={2010},
|
||||
howpublished = "\url{https://voltdb.com/}"
|
||||
}
|
||||
|
||||
@inproceedings{macnicol2004sybase,
|
||||
title={Sybase IQ multiplex-designed for analytics},
|
||||
author={MacNicol, Roger and French, Blaine},
|
||||
booktitle={Proceedings of the Thirtieth international conference on Very large data bases-Volume 30},
|
||||
pages={1227--1230},
|
||||
year={2004},
|
||||
organization={VLDB Endowment}
|
||||
}
|
||||
@inproceedings{macnicol2004sybase,
|
||||
title={Sybase IQ multiplex-designed for analytics},
|
||||
author={MacNicol, Roger and French, Blaine},
|
||||
booktitle={Proceedings of the Thirtieth international conference on Very large data bases-Volume 30},
|
||||
pages={1227--1230},
|
||||
year={2004},
|
||||
organization={VLDB Endowment}
|
||||
}
|
||||
|
||||
@inproceedings{singh2011introduction,
|
||||
title={Introduction to the IBM Netezza warehouse appliance},
|
||||
author={Singh, Malcolm and Leonhardi, Ben},
|
||||
booktitle={Proceedings of the 2011 Conference of the Center for Advanced Studies on Collaborative Research},
|
||||
pages={385--386},
|
||||
year={2011},
|
||||
organization={IBM Corp.}
|
||||
}
|
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@inproceedings{singh2011introduction,
|
||||
title={Introduction to the IBM Netezza warehouse appliance},
|
||||
author={Singh, Malcolm and Leonhardi, Ben},
|
||||
booktitle={Proceedings of the 2011 Conference of the Center for Advanced Studies on Collaborative Research},
|
||||
pages={385--386},
|
||||
year={2011},
|
||||
organization={IBM Corp.}
|
||||
}
|
||||
|
||||
@inproceedings{miner2012unified,
|
||||
title={Unified analytics platform for big data},
|
||||
author={Miner, Donald},
|
||||
booktitle={Proceedings of the WICSA/ECSA 2012 Companion Volume},
|
||||
pages={176--176},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
@inproceedings{miner2012unified,
|
||||
title={Unified analytics platform for big data},
|
||||
author={Miner, Donald},
|
||||
booktitle={Proceedings of the WICSA/ECSA 2012 Companion Volume},
|
||||
pages={176--176},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
|
||||
@inproceedings{fink2012distributed,
|
||||
title={Distributed computation on dynamo-style distributed storage: riak pipe},
|
||||
author={Fink, Bryan},
|
||||
booktitle={Proceedings of the eleventh ACM SIGPLAN workshop on Erlang workshop},
|
||||
pages={43--50},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
@inproceedings{fink2012distributed,
|
||||
title={Distributed computation on dynamo-style distributed storage: riak pipe},
|
||||
author={Fink, Bryan},
|
||||
booktitle={Proceedings of the eleventh ACM SIGPLAN workshop on Erlang workshop},
|
||||
pages={43--50},
|
||||
year={2012},
|
||||
organization={ACM}
|
||||
}
|
||||
|
||||
@misc{paraccel2013,
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||||
key = {ParAccel Analytic Database},
|
||||
title = {ParAccel Analytic Database},
|
||||
month = {March},
|
||||
year = {2013},
|
||||
howpublished = "\url{http://www.paraccel.com/resources/Datasheets/ParAccel-Core-Analytic-Database.pdf}"
|
||||
}
|
||||
@misc{paraccel2013,
|
||||
key = {ParAccel Analytic Database},
|
||||
title = {ParAccel Analytic Database},
|
||||
month = {March},
|
||||
year = {2013},
|
||||
howpublished = "\url{http://www.paraccel.com/resources/Datasheets/ParAccel-Core-Analytic-Database.pdf}"
|
||||
}
|
||||
|
||||
@article{barroso2009datacenter,
|
||||
title={The datacenter as a computer: An introduction to the design of warehouse-scale machines},
|
||||
author={Barroso, Luiz Andr{\'e} and H{\"o}lzle, Urs},
|
||||
journal={Synthesis Lectures on Computer Architecture},
|
||||
volume={4},
|
||||
number={1},
|
||||
pages={1--108},
|
||||
year={2009},
|
||||
publisher={Morgan \& Claypool Publishers}
|
||||
}
|
||||
@misc{cloudera2013,
|
||||
key = {Cloudera Impala},
|
||||
title = {Cloudera Impala},
|
||||
month = {March},
|
||||
year = {2013},
|
||||
url = {},
|
||||
howpublished = "\url{http://blog.cloudera.com/blog}"
|
||||
}
|
||||
|
||||
@article{chaudhuri1997overview,
|
||||
title={An overview of data warehousing and OLAP technology},
|
||||
author={Chaudhuri, Surajit and Dayal, Umeshwar},
|
||||
journal={ACM Sigmod record},
|
||||
volume={26},
|
||||
number={1},
|
||||
pages={65--74},
|
||||
year={1997}
|
||||
}
|
||||
@inproceedings{hunt2010zookeeper,
|
||||
title={ZooKeeper: Wait-free coordination for Internet-scale systems},
|
||||
author={Hunt, Patrick and Konar, Mahadev and Junqueira, Flavio P and Reed, Benjamin},
|
||||
booktitle={USENIX ATC},
|
||||
volume={10},
|
||||
year={2010}
|
||||
}
|
||||
|
||||
@article{dewitt1992parallel,
|
||||
title={Parallel database systems: the future of high performance database systems},
|
||||
author={DeWitt, David and Gray, Jim},
|
||||
journal={Communications of the ACM},
|
||||
volume={35},
|
||||
number={6},
|
||||
pages={85--98},
|
||||
year={1992},
|
||||
publisher={ACM}
|
||||
}
|
||||
@inproceedings{kreps2011kafka,
|
||||
title={Kafka: A distributed messaging system for log processing},
|
||||
author={Kreps, Jay and Narkhede, Neha and Rao, Jun},
|
||||
booktitle={Proceedings of 6th International Workshop on Networking Meets Databases (NetDB), Athens, Greece},
|
||||
year={2011}
|
||||
}
|
||||
|
||||
@misc{cloudera2013,
|
||||
key = {Cloudera Impala},
|
||||
title = {Cloudera Impala},
|
||||
month = {March},
|
||||
year = {2013},
|
||||
url = {},
|
||||
howpublished = "\url{http://blog.cloudera.com/blog}"
|
||||
}
|
||||
@misc{liblzf2013,
|
||||
title = {LibLZF},
|
||||
key = {LibLZF},
|
||||
month = {March},
|
||||
year = {2013},
|
||||
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|
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|
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|
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|
||||
@misc{liblzf2013,
|
||||
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|
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key = {LibLZF},
|
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year = {2013},
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@inproceedings{tomasic1993performance,
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@inproceedings{antoshenkov1995byte,
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@article{kim2001lrfu,
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@inproceedings{o1993lru,
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@misc{twitter2013,
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||||
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|
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@article{kim2001lrfu,
|
||||
title={LRFU: A spectrum of policies that subsumes the least recently used and least frequently used policies},
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journal={IEEE Transactions on Computers},
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@article{wu2006optimizing,
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title={Optimizing bitmap indices with efficient compression},
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journal={ACM Transactions on Database Systems (TODS)},
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volume={31},
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||||
@misc{twitter2013,
|
||||
key = {Twitter Public Streams},
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||||
title = {Twitter Public Streams},
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month = {March},
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|
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@article{fitzpatrick2004distributed,
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||||
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@misc{linkedin2013senseidb,
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||||
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||||
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|
||||
@inproceedings{amdahl1967validity,
|
||||
title={Validity of the single processor approach to achieving large scale computing capabilities},
|
||||
author={Amdahl, Gene M},
|
||||
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|
||||
pages={483--485},
|
||||
year={1967},
|
||||
organization={ACM}
|
||||
}
|
||||
@misc{apache2013solr,
|
||||
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|
||||
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|
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||||
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|
||||
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|
||||
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||||
|
||||
@misc{banon2013elasticsearch,
|
||||
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|
||||
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||||
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}
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||||
|
|
|
|||
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