Joseph M. Hellerstein, Christoper Ré, Florian Schoppmann, Daisy Zhe Wang, Eugene Fratkin, Aleksander Gorajek, Kee Siong Ng, Caleb Welton, Xixuan Feng, Kun Li, Arun Kumar,
MADlib is a free, open-source library of in-database analytic methods. It provides an evolving suite ... export to other tools. The goal is for MADlib to eventually serve a role for scalable database ... in mind. In this paper we introduce the MADlib project, including the background that led to its ... two initial efforts at incorporating academic research into MADlib, which is one of the project's goals. MADlib is freely available at http://madlib.net, and the project is open for contributions ...
Tópico(s): Scientific Computing and Data Management
2012 - Association for Computing Machinery | Proceedings of the VLDB Endowment
... data.PivotalR also provides an R wrapper for MADlib.MADlib is an open-source library for scalable in- ...
Tópico(s): Data Mining Algorithms and Applications
2014 - | The R Journal
Tatiana Tommasi, Arun Mallya, Bryan A. Plummer, Svetlana Lazebnik, Alexander C. Berg, Tamara L. Berg,
... the-blank multiple choice questions from the Visual Madlibs dataset. Instead of generic and commonly used representations ...
Tópico(s): Topic Modeling
2018 - Springer Science+Business Media | International Journal of Computer Vision
G. Compère, Jean‐François Remacle, Johan Jansson, Johan Hoffman,
... procedure in a physics solver. The open‐source MAdLib package is presented as an example of such ...
Tópico(s): Computational Fluid Dynamics and Aerodynamics
2009 - Wiley | International Journal for Numerical Methods in Engineering
... others, Bird Up, the Verve Remixed series, and Madlib's invasion of Blue Note records titled Shades ...
Tópico(s): Theater, Performance, and Music History
2010 - University of Illinois Press | Black Music Research Journal
Cécile Dobrzynski, Maxime Melchior, Laurent Delannay, Jean‐François Remacle,
... procedure is used against three different algorithms, namely, MAdLib ( Int. J. Numer. Meth. Engng 2000; in press), ...
Tópico(s): Advanced Mathematical Modeling in Engineering
2011 - Wiley | International Journal for Numerical Methods in Engineering
Hai Qian, Shengwen Yang, Rahul Iyer, Xixuan Feng, M. Wellons, Caleb Welton,
... series analysis and implementation of ARIMA modeling in MADlib's framework. The algorithms for fitting time series ...
Tópico(s): Data Management and Algorithms
2014 - Springer Science+Business Media | Lecture notes in computer science
Xiufeng Liu, Per Sieverts Nielsen,
... data processing, and using the machine learning toolkit, MADlib, for doing in-database data analytics in PostgreSQL ...
Tópico(s): Traffic Prediction and Management Techniques
2016 - Elsevier BV | Energy
Xiufeng Liu, Lukasz Golab, Wojciech Golab, Ihab F. Ilyas, Shichao Jin,
... with a built-in machine learning toolkit (PostgreSQL/MADlib), a main-memory column store (“System C”), and ...
Tópico(s): Data Stream Mining Techniques
2016 - Association for Computing Machinery | ACM Transactions on Database Systems
Dan Olteanu, Maximilian Schleich,
... can outperform the state-of-the-art systems MADlib, R, and Python StatsModels by orders of magnitude ...
Tópico(s): Data Stream Mining Techniques
2016 - Association for Computing Machinery | Proceedings of the VLDB Endowment
Xupeng Li, Bin Cui, Yiru Chen, Wentao Wu, Ce Zhang,
... by existing in-database analytics systems (e.g., MADlib, PAL, and SciDB), as a series of cascaded ...
Tópico(s): Advanced Data Storage Technologies
2017 - Association for Computing Machinery | Proceedings of the VLDB Endowment
... comparison of a few popular scalable LA systems: MADlib, MLlib, SystemML, ScaLAPACK, SciDB, and TensorFlow using both ...
Tópico(s): Software Engineering Research
2018 - Association for Computing Machinery | Proceedings of the VLDB Endowment
Divya Mahajan, Joon Kyung Kim, Jacob Sacks, Adel Ardalan, Arun Kumar, Hadi Esmaeilzadeh,
... 4.0x faster than the multi-threaded Apache MADLib running on Greenplum. DAnA provides these benefits while ...
Tópico(s): Parallel Computing and Optimization Techniques
2018 - Association for Computing Machinery | Proceedings of the VLDB Endowment
Mahmoud Abo Khamis, Hung Q. Ngo, XuanLong Nguyen, Dan Olteanu, Maximilian Schleich,
... benchmark the performance of AC/DC against R, MADlib, libFM, and TensorFlow. For typical retail forecasting and ...
Tópico(s): Machine Learning and Algorithms
2020 - Association for Computing Machinery | ACM Transactions on Database Systems
Maliheh Shirvanian, Nitesh Saxena, Dibya Mukhopadhyay,
... of SAS encodings: numbers, PGP word lists and Madlib sentences. These attacks can be used by a ...
Tópico(s): Speech and dialogue systems
2018 - IOS Press | Journal of Computer Security
... of producer Otis Jackson Jr., better known as Madlib. The author closes with a set of issues ...
Tópico(s): Theater, Performance, and Music History
2013 - Hindawi Publishing Corporation | Education Research International
Mohammad Hossein YektaKooshali, Mohammad Esmaeilpour-Bandboni, Mohsen Andacheh,
... and Medlib as well as International databases as Madlib and Web of Sciences, Scopus, PubMed, Direct-Science, ...
Tópico(s): Religion, Spirituality, and Psychology
2018 - Mazandaran University of Medical Sciences | Iranian Journal of Psychiatry and Behavioral Sciences
... comparison of a few popular scalable LA systems: MADlib, MLlib, SystemML, ScaLAPACK, SciDB, and TensorFlow using both ...
Tópico(s): Parallel Computing and Optimization Techniques
2018 - Association for Computing Machinery | Proceedings of the VLDB Endowment
... 2003) pp. 232–253. 22. Kevin C. Dunn, 'MadLib #32: The (Blank) African State: Rethinking the Sovereign ...
Tópico(s): South African History and Culture
2012 - Taylor & Francis | Geopolitics
... To enhance GetFEM++ capabilities, a mesh adaptation package MAdLib is used. The paper discusses basic requirements for mesh adaptation packages and presents MAdLib basic usage. The paper discusses implementation issues related ...
Tópico(s): Electromagnetic Simulation and Numerical Methods
2013 - Wydawnictwa AGH | Mechanics and Control
Lijie Xu, Shuang Qiu, Binhang Yuan, Jiawei Jiang, Cédric Renggli, Shaoduo Gan, Kaan Kara, Guoliang Li, Ji Liu, Wentao Wu, Jieping Ye, Ce Zhang,
... than two state-of-the-art systems, Apache MADlib and Bismarck, on both HDD and SSD. For ...
Tópico(s): Machine Learning and Algorithms
2024 - Springer Science+Business Media | The VLDB Journal