path: root/_bibliography/big-data.bib

@article{armbrust2015scaling,
  title={Scaling spark in the real world: performance and usability},
  author={Armbrust, Michael and Das, Tathagata and Davidson, Aaron and Ghodsi, Ali and Or, Andrew and Rosen, Josh and Stoica, Ion and Wendell, Patrick and Xin, Reynold and Zaharia, Matei},
  journal={Proceedings of the VLDB Endowment},
  volume={8},
  number={12},
  pages={1840--1843},
  year={2015},
  publisher={VLDB Endowment}
}


@inproceedings{armbrust2015spark,
  title={Spark sql: Relational data processing in spark},
  author={Armbrust, Michael and Xin, Reynold S and Lian, Cheng and Huai, Yin and Liu, Davies and Bradley, Joseph K and Meng, Xiangrui and Kaftan, Tomer and Franklin, Michael J and Ghodsi, Ali and others},
  booktitle={Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data},
  pages={1383--1394},
  year={2015},
  organization={ACM}
}

@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{chambers2010flumejava,
  title={FlumeJava: easy, efficient data-parallel pipelines},
  author={Chambers, Craig and Raniwala, Ashish and Perry, Frances and Adams, Stephen and Henry, Robert R and Bradshaw, Robert and Weizenbaum, Nathan},
  booktitle={ACM Sigplan Notices},
  volume={45},
  number={6},
  pages={363--375},
  year={2010},
  organization={ACM}
}


@article{ching2015one,
  title={One trillion edges: graph processing at Facebook-scale},
  author={Ching, Avery and Edunov, Sergey and Kabiljo, Maja and Logothetis, Dionysios and Muthukrishnan, Sambavi},
  journal={Proceedings of the VLDB Endowment},
  volume={8},
  number={12},
  pages={1804--1815},
  year={2015},
  publisher={VLDB Endowment}
}

@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}
}


@inproceedings{ekanayake2010twister,
  title={Twister: a runtime for iterative mapreduce},
  author={Ekanayake, Jaliya and Li, Hui and Zhang, Bingjing and Gunarathne, Thilina and Bae, Seung-Hee and Qiu, Judy and Fox, Geoffrey},
  booktitle={Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing},
  pages={810--818},
  year={2010},
  organization={ACM}
}


@inproceedings{ghemawat2003google,
  title={The Google file system},
  author={Ghemawat, Sanjay and Gobioff, Howard and Leung, Shun-Tak},
  booktitle={ACM SIGOPS operating systems review},
  volume={37},
  number={5},
  pages={29--43},
  year={2003},
  organization={ACM}
}

@inproceedings{gonzalez2012powergraph,
  title={Powergraph: Distributed graph-parallel computation on natural graphs},
  author={Gonzalez, Joseph E and Low, Yucheng and Gu, Haijie and Bickson, Danny and Guestrin, Carlos},
  booktitle={Presented as part of the 10th USENIX Symposium on Operating Systems Design and Implementation (OSDI 12)},
  pages={17--30},
  year={2012}
}

@inproceedings{hindman2011mesos,
  title={Mesos: A Platform for Fine-Grained Resource Sharing in the Data Center.},
  author={Hindman, Benjamin and Konwinski, Andy and Zaharia, Matei and Ghodsi, Ali and Joseph, Anthony D and Katz, Randy H and Shenker, Scott and Stoica, Ion},
  booktitle={NSDI},
  volume={11},
  pages={22--22},
  year={2011}
}

@inproceedings{hunt2010zookeeper,
  title={ZooKeeper: Wait-free Coordination for Internet-scale Systems.},
  author={Hunt, Patrick and Konar, Mahadev and Junqueira, Flavio Paiva and Reed, Benjamin},
  booktitle={USENIX Annual Technical Conference},
  volume={8},
  pages={9},
  year={2010}
}

@inproceedings{isard2007dryad,
  title={Dryad: distributed data-parallel programs from sequential building blocks},
  author={Isard, Michael and Budiu, Mihai and Yu, Yuan and Birrell, Andrew and Fetterly, Dennis},
  booktitle={ACM SIGOPS Operating Systems Review},
  volume={41},
  number={3},
  pages={59--72},
  year={2007},
  organization={ACM}
}


@inproceedings{kreps2011kafka,
  title={Kafka: A distributed messaging system for log processing},
  author={Kreps, Jay and Narkhede, Neha and Rao, Jun and others},
  booktitle={Proceedings of the NetDB},
  pages={1--7},
  year={2011}
}

@inproceedings{li2014tachyon,
  title={Tachyon: Reliable, memory speed storage for cluster computing frameworks},
  author={Li, Haoyuan and Ghodsi, Ali and Zaharia, Matei and Shenker, Scott and Stoica, Ion},
  booktitle={Proceedings of the ACM Symposium on Cloud Computing},
  pages={1--15},
  year={2014},
  organization={ACM}
}


@inproceedings{malewicz2010pregel,
  title={Pregel: a system for large-scale graph processing},
  author={Malewicz, Grzegorz and Austern, Matthew H and Bik, Aart JC and Dehnert, James C and Horn, Ilan and Leiser, Naty and Czajkowski, Grzegorz},
  booktitle={Proceedings of the 2010 ACM SIGMOD International Conference on Management of data},
  pages={135--146},
  year={2010},
  organization={ACM}
}
@inproceedings{okcan2011processing,
  title={Processing theta-joins using MapReduce},
  author={Okcan, Alper and Riedewald, Mirek},
  booktitle={Proceedings of the 2011 ACM SIGMOD International Conference on Management of data},
  pages={949--960},
  year={2011},
  organization={ACM}
}

@inproceedings{olston2008pig,
  title={Pig latin: a not-so-foreign language for data processing},
  author={Olston, Christopher and Reed, Benjamin and Srivastava, Utkarsh and Kumar, Ravi and Tomkins, Andrew},
  booktitle={Proceedings of the 2008 ACM SIGMOD international conference on Management of data},
  pages={1099--1110},
  year={2008},
  organization={ACM}
}

@article{pike2005interpreting,
  title={Interpreting the data: Parallel analysis with Sawzall},
  author={Pike, Rob and Dorward, Sean and Griesemer, Robert and Quinlan, Sean},
  journal={Scientific Programming},
  volume={13},
  number={4},
  pages={277--298},
  year={2005},
  publisher={Hindawi Publishing Corporation}
}

@inproceedings{shvachko2010hadoop,
  title={The hadoop distributed file system},
  author={Shvachko, Konstantin and Kuang, Hairong and Radia, Sanjay and Chansler, Robert},
  booktitle={2010 IEEE 26th symposium on mass storage systems and technologies (MSST)},
  pages={1--10},
  year={2010},
  organization={IEEE}
}

@online{WinNT,
  author = {Tarau, Paul},
  title = {Bulk synchronous model},
  year = 2014,
  url = {http://www.cse.unt.edu/~tarau/teaching/parpro/papers/Bulk%20synchronous%20parallel.pdf},
  urldate = {2016-11-24}
}

@article{thusoo2009hive,
  title={Hive: a warehousing solution over a map-reduce framework},
  author={Thusoo, Ashish and Sarma, Joydeep Sen and Jain, Namit and Shao, Zheng and Chakka, Prasad and Anthony, Suresh and Liu, Hao and Wyckoff, Pete and Murthy, Raghotham},
  journal={Proceedings of the VLDB Endowment},
  volume={2},
  number={2},
  pages={1626--1629},
  year={2009},
  publisher={VLDB Endowment}
}

@inproceedings{thusoo2010hive,
  title={Hive-a petabyte scale data warehouse using hadoop},
  author={Thusoo, Ashish and Sarma, Joydeep Sen and Jain, Namit and Shao, Zheng and Chakka, Prasad and Zhang, Ning and Antony, Suresh and Liu, Hao and Murthy, Raghotham},
  booktitle={2010 IEEE 26th International Conference on Data Engineering (ICDE 2010)},
  pages={996--1005},
  year={2010},
  organization={IEEE}
}

@article{valiant1990bridging,
  title={A bridging model for parallel computation},
  author={Valiant, Leslie G},
  journal={Communications of the ACM},
  volume={33},
  number={8},
  pages={103--111},
  year={1990},
  publisher={ACM}
}

@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},
  pages={5},
  year={2013},
  organization={ACM}
}

@inproceedings{xin2013graphx,
  title={Graphx: A resilient distributed graph system on spark},
  author={Xin, Reynold S and Gonzalez, Joseph E and Franklin, Michael J and Stoica, Ion},
  booktitle={First International Workshop on Graph Data Management Experiences and Systems},
  pages={2},
  year={2013},
  organization={ACM}
}

@inproceedings{yu2008dryadlinq,
  title={DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language.},
  author={Yu, Yuan and Isard, Michael and Fetterly, Dennis and Budiu, Mihai and Erlingsson, {\'U}lfar and Gunda, Pradeep Kumar and Currey, Jon},
  booktitle={OSDI},
  volume={8},
  pages={1--14},
  year={2008}
}

@article{zaharia2010spark,
  title={Spark: cluster computing with working sets.},
  author={Zaharia, Matei and Chowdhury, Mosharaf and Franklin, Michael J and Shenker, Scott and Stoica, Ion},
  journal={HotCloud},
  volume={10},
  pages={10--10},
  year={2010}
}

@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={Presented as part of the},
  year={2012}
}

@article{zhang2012imapreduce,
  title={imapreduce: A distributed computing framework for iterative computation},
  author={Zhang, Yanfeng and Gao, Qixin and Gao, Lixin and Wang, Cuirong},
  journal={Journal of Grid Computing},
  volume={10},
  number={1},
  pages={47--68},
  year={2012},
  publisher={Springer}
}