The DOI matches its Crossref record.
MapReduce: a flexible data processing tool
Abstract
MapReduce advantages over parallel databases include storage-system independence and fine-grain fault tolerance for large jobs.
Overview
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Citations
Cited by
Ramírez-Gallego, S., Fernández, A., García, S., Chen, M., & Herrera, F. (2018) · Information Fusion · doi:10.1016/j.inffus.2017.10.001 · Cited by 140
Leveraging long context in retrieval augmented language models for medical question answering
Zhang, G., Xu, Z., Jin, Q., Chen, F., Fang, Y., Liu, Y., Rousseau, J. F., Xu, Z., Lu, Z., Weng, C., et al. (2025) · npj Digital Medicine · doi:10.1038/s41746-025-01651-w · Cited by 81
Zhang, X., Yang, C., Nepal, S., Liu, C., Dou, W., & Chen, J. (2013) · 2013 International Conference on Cloud and Green Computing · doi:10.1109/cgc.2013.24 · Cited by 43
What Goes Around Comes Around... And Around...
Stonebraker, M., & Pavlo, A. (2024) · ACM SIGMOD Record · doi:10.1145/3685980.3685984 · Cited by 29
Want to scale in centralized systems? Think P2P
Kermarrec, A.-M., & Taïani, F. (2015) · Journal of Internet Services and Applications · doi:10.1186/s13174-015-0029-1 · Cited by 18
Metadata
- Authors
- Dean, J., & Ghemawat, S.
- Venue
- Communications of the ACM
- Published
- 2010-01
- Volume
- 53
- Issue
- 1
- Pages
- 72-77
- ISSN
- 0001-0782 (ISSN-L)
- 1557-7317
- OpenAlex
- W2157355837
- Cited by
- 1,182
- References
- 0
- FWCI
- 162.42
- Type
- journal article
- Language
- en
- Open access
- closed
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
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How to cite
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- CoChat. (2026). Citation check: MapReduce: a flexible data processing tool. https://app.cochat.ai/papers/10.1145/1629175.1629198
- The paper
- Dean, J., & Ghemawat, S. (2010). MapReduce: a flexible data processing tool. Communications of the ACM. https://doi.org/10.1145/1629175.1629198
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.
