Scalable and Efficient Data Analytics and Mining with Lemonade
Summary: Cloud-based data analysis platform Lemonade with AAA guarantees for secure, scalable analytics and mining. Visual flow designer abstracts storage/compute details, providing high-level data source access and algorithms; demo builds a fake-news classifier. (summarized by gpt-5-nano on Feb 09 2026)
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Authors
- 1. Walter dos Santos (Federal University of Minas Gerais)
- 2. Gustavo P. Avelar (Federal University of Minas Gerais)
- 3. Manoel Horta Ribeiro (Federal University of Minas Gerais)
- 4. Dorgival Guedes (Federal University of Minas Gerais)
- 5. Wagner Meira Jr. (Federal University of Minas Gerais)
BibTeX Citation
@article{santos_vldb18,
title = {{Scalable and Efficient Data Analytics and Mining with Lemonade}},
author = {Santos, Walter dos and Avelar, Gustavo P. and Ribeiro, Manoel Horta and Guedes, Dorgival and Meira, Jr., Wagner},
journal = {PVLDB},
series = {{VLDB} '18},
volume = {11},
number = {12},
pages = {2070--2073},
doi = {10.14778/3229863.3236262},
url = {https://doi.org/10.14778/3229863.3236262},
year = {2018}
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