The BigDAWG Polystore System
By J. Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Samuel Madden, David Maier, Timothy G. Mattson, Stanley B. Zdonik. SGMD, 2015
307 citations recorded by the source corpus.
This paper presents a new view of federated databases to address the growing need for managing information that spans multiple data models. This trend is fueled by the proliferation of storage engines and query languages based on the observation that â no one size fits allâ . To address this shift, we propose a polystore architecture; it is designed to unify querying over multiple data models. We consider the challenges and opportunities associated with polystores. Open questions in this space revolve around query optimization and the assignment of objects to storage engines. We introduce our approach to these topics and discuss our prototype in the context of the Intel Science and Technology Center for Big Data
Subfields: Computer Networks and Communications, Signal Processing
View Paper: https://www.semanticscholar.org/paper/c2565746c6332a94e824994106ca27b211ab5c6e
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Computer Networks and Communications
- Matei A. Zaharia
- Ihab F. Ilyas
- Ziawasch Abedjan
- M. Stonebraker
- Samuel Madden
- A. Ghodsi
- Nan Tang
- Ahmed K. Elmagarmid
In Signal Processing
- Matei A. Zaharia
- Samuel Madden
- Ahmed K. Elmagarmid
- M. Stonebraker
- Ihab F. Ilyas
- Ziawasch Abedjan
- Reynold Xin
- A. Ghodsi
Citations in the corpus
- Lakehouse: A New Generation of Open Platforms that Unify Data Warehousing and Advanced Analytics (2021, background): “Polystores were designed to solve the difficult problem of querying data across disparate storage engines [25].”
- The Data Civilizer System (2017, unknown): “D ATA C IVILIZER is built using a polystore architecture [12] that federates query processing across disparate systems inside an enterprise.”
- A Demo of the Data Civilizer System (2017, methodology): “Since this may involve querying several datasets living in di ↵ erent systems, such as tables in PostgreSQL and files in HDFS, we use a Polystore (RHEEM [1] or BigDAWG [4]) to perform such operation.”