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@inproceedings{numpywren,
author = {Shankar, Vaishaal and Krauth, Karl and Vodrahalli, Kailas and Pu, Qifan and Recht, Benjamin and Stoica, Ion and Ragan-Kelley, Jonathan and Jonas, Eric and Venkataraman, Shivaram},
title = {Serverless Linear Algebra},
year = {2020},
isbn = {9781450381376},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3419111.3421287},
doi = {10.1145/3419111.3421287}
}
@inproceedings{dremel,
title = {Dremel: Interactive Analysis of Web-Scale Datasets},
author = {Sergey Melnik and Andrey Gubarev and Jing Jing Long and Geoffrey Romer and Shiva Shivakumar and Matt Tolton and Theo Vassilakis},
year = {2010},
URL = {http://www.vldb2010.org/accept.htm},
booktitle = {Proc. of the 36th Int'l Conf on Very Large Data Bases},
pages = {330-339}
}
@inproceedings{rdd,
author = {Zaharia, Matei and Chowdhury, Mosharaf and Das, Tathagata and Dave, Ankur and Ma, Justin and McCauley, Murphy and Franklin, Michael J. and Shenker, Scott and Stoica, Ion},
title = {Resilient Distributed Datasets: A Fault-Tolerant Abstraction for in-Memory Cluster Computing},
year = {2012},
publisher = {USENIX Association},
address = {USA},
pages = {2},
numpages = {1},
location = {San Jose, CA},
series = {NSDI'12}
}
@book{fourth-paradigm,
author = {Hey, Tony and Tansley, Stewart and Tolle, Kristin and Gray, Jim},
title = {The Fourth Paradigm: Data-Intensive Scientific Discovery},
year = {2009},
month = {October},
publisher = {Microsoft Research},
url = {https://www.microsoft.com/en-us/research/publication/fourth-paradigm-data-intensive-scientific-discovery/},
isbn = {978-0-9825442-0-4},
}
@online{illumina-three-phases,
author = {Illumina, Inc.},
title = {Sequencing Data Analysis},
year = 2022,
url = {https://web.archive.org/web/20221123162137/https://www.illumina.com/informatics/sequencing-data-analysis.html},
urldate = {2022-11-23}
}
@article{towards-scalable-dataframe-systems,
author = {Petersohn, Devin and Macke, Stephen and Xin, Doris and Ma, William and Lee, Doris and Mo, Xiangxi and Gonzalez, Joseph E. and Hellerstein, Joseph M. and Joseph, Anthony D. and Parameswaran, Aditya},
title = {Towards Scalable Dataframe Systems},
year = {2020},
issue_date = {August 2020},
publisher = {VLDB Endowment},
volume = {13},
number = {12},
issn = {2150-8097},
url = {https://doi.org/10.14778/3407790.3407807},
doi = {10.14778/3407790.3407807},
journal = {Proc. VLDB Endow.},
month = {sep},
pages = {2033–2046},
numpages = {14}
}