@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}
  }

  @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{abadi2008column,
    title={Column-Stores vs. Row-Stores: How different are they really?},
    author={Abadi, Daniel J and Madden, Samuel R and Hachem, Nabil},
    booktitle={Proceedings of the 2008 ACM SIGMOD international conference on Management of data},
    pages={967--980},
    year={2008},
    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{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}
  }

  @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}
  }

  @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{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,
  author = {Marz, Nathan},
  title = {Storm: Distributed and Fault-Tolerant Realtime Computation},
  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},
  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}
  }

  @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{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{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,
  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{cloudera2013,
  key = {Cloudera Impala},
  title = {Cloudera Impala},
  month = {March},
  year = {2013},
  url = {},
  howpublished = "\url{http://blog.cloudera.com/blog}"
  }

  @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}
  }

  @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{liblzf2013,
  title = {LibLZF},
  key = {LibLZF},
  month = {March},
  year = {2013},
  howpublished = "\url{http://freecode.com/projects/liblzf}"
  }

  @inproceedings{tomasic1993performance,
    title={Performance of inverted indices in shared-nothing distributed text document information retrieval systems},
    author={Tomasic, Anthony and Garcia-Molina, Hector},
    booktitle={Parallel and Distributed Information Systems, 1993., Proceedings of the Second International Conference on},
    pages={8--17},
    year={1993},
    organization={IEEE}
  }

  @inproceedings{antoshenkov1995byte,
    title={Byte-aligned bitmap compression},
    author={Antoshenkov, Gennady},
    booktitle={Data Compression Conference, 1995. DCC'95. Proceedings},
    pages={476},
    year={1995},
    organization={IEEE}
  }

  @inproceedings{van2011memory,
    title={A memory efficient reachability data structure through bit vector compression},
    author={van Schaik, Sebastiaan J and de Moor, Oege},
    booktitle={Proceedings of the 2011 international conference on Management of data},
    pages={913--924},
    year={2011},
    organization={ACM}
  }

  @inproceedings{o1993lru,
    title={The LRU-K page replacement algorithm for database disk buffering},
    author={O'neil, Elizabeth J and O'neil, Patrick E and Weikum, Gerhard},
    booktitle={ACM SIGMOD Record},
    volume={22},
    number={2},
    pages={297--306},
    year={1993},
    organization={ACM}
  }

  @article{kim2001lrfu,
    title={LRFU: A spectrum of policies that subsumes the least recently used and least frequently used policies},
    author={Kim, Chong Sang},
    journal={IEEE Transactions on Computers},
    volume={50},
    number={12},
    year={2001}
  }

  @article{wu2006optimizing,
    title={Optimizing bitmap indices with efficient compression},
    author={Wu, Kesheng and Otoo, Ekow J and Shoshani, Arie},
    journal={ACM Transactions on Database Systems (TODS)},
    volume={31},
    number={1},
    pages={1--38},
    year={2006},
    publisher={ACM}
  }

  @misc{twitter2013,
  key = {Twitter Public Streams},
  title = {Twitter Public Streams},
  month = {March},
  year = {2013},
  howpublished = "\url{https://dev.twitter.com/docs/streaming-apis/streams/public}"
  }

  @article{fitzpatrick2004distributed,
    title={Distributed caching with memcached},
    author={Fitzpatrick, Brad},
    journal={Linux journal},
    number={124},
    pages={72--74},
    year={2004}
  }
  @inproceedings{amdahl1967validity,
    title={Validity of the single processor approach to achieving large scale computing capabilities},
    author={Amdahl, Gene M},
    booktitle={Proceedings of the April 18-20, 1967, spring joint computer conference},
    pages={483--485},
    year={1967},
    organization={ACM}
  }
  @book{sarawagi1998discovery,
    title={Discovery-driven exploration of OLAP data cubes},
    author={Sarawagi, Sunita and Agrawal, Rakesh and Megiddo, Nimrod},
    year={1998},
    publisher={Springer}
  }
  @article{hu2011stream,
    title={Stream Database Survey},
    author={Hu, Bo},
    year={2011}
  }

  @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}
  }

  @misc{linkedin2013senseidb,
  author = {LinkedIn},
  title = {SenseiDB},
  month = {July},
  year = {2013},
  howpublished = "\url{http://www.senseidb.com/}"
  }

  @misc{apache2013solr,
  author = {Apache},
  title = {Apache Solr},
  month = {February},
  year = {2013},
  howpublished = "\url{http://lucene.apache.org/solr/}"
  }

  @misc{banon2013elasticsearch,
  author = {Banon, Shay},
  title = {ElasticSearch},
  month = {July},
  year = {2013},
  howpublished = "\url{http://www.elasticseach.com/}"
  }