|
Date |
Paper(s) |
Link |
Slides |
Presenter |
|
9/29/2014 |
General motivation for using different types of systems
Michael Stonebraker and Ugur Cetintemel. 2005. "One Size Fits All": An Idea Whose Time Has Come and Gone. In Proceedings of the 21st International Conference on Data Engineering (ICDE '05). IEEE Computer Society, Washington, DC, USA, 2-11. DOI=10.1109/ICDE.2005.1 http://dx.doi.org/10.1109/ICDE.2005.1 |
|
|
Shumo/Brendon |
1 |
10/6/2014 |
Workflow systems developed in industry to combine various engines together
The "Big Data" Ecosystem at LinkedIn
Roshan Sumbaly, LinkedIn; Jay Kreps, LinkedIn; Sam Shah, LinkedIn
SIGMOD 2013
Note: Magda, Bill, and DanH will all be out-of-town on that day. |
|
|
Kristi |
2 |
10/13/2014 |
Hadoop+RDBMS approach 1
A. Abouzeid, K. Bajda-Pawlikowski, D. Abadi, A. Silberschatz, and
A. Rasin. HadoopDB: an architectural hybrid of MapReduce and DBMS
technologies for analytical workloads.
PVLDB, 2(1), 2009. |
|
|
Jennifer |
3 |
10/20/2014 |
Hadoop+RDBMS approach 2
D. J. DeWitt, A. Halverson, R. Nehme, S. Shankar, J. Aguilar-Saborit,
A. Avanes, M. Flasza, and J. Gramling. Split query processing in
Polybase. In SIGMOD, 2013 |
|
|
Laurel/Brandon |
4 |
10/27/2014 |
Hadoop/HPC integration
Shantenu Jha, Judy Qiu, André Luckow, Pradeep Kumar Mantha, Geoffrey
Charles Fox: A Tale of Two Data-Intensive Paradigms: Applications,
Abstractions, and Architectures. CoRR abs/1403.1528 (2014) |
|
|
Dominik/Kanit |
5 |
11/3/2014 |
DBMS + LA: Approach 1
Joseph M. Hellerstein, Christoper RĂ©, Florian Schoppmann, Daisy Zhe Wang, Eugene Fratkin, Aleksander Gorajek, Kee Siong Ng, Caleb Welton, Xixuan Feng, Kun Li, and Arun Kumar. 2012. The MADlib analytics library: or MAD skills, the SQL. Proc. VLDB Endow. 5, 12 (August 2012), 1700-1711. D |
|
|
Eric/Paris |
6 |
11/10/2014 |
DBMS + LA: Approach 2
Zhengping Qian, Xiuwei Chen, Nanxi Kang, Mingcheng Chen, Yuan Yu, Thomas Moscibroda, and Zheng Zhang. 2012. MadLINQ: large-scale distributed matrix computation for the cloud. In Proceedings of the 7th ACM european conference on Computer Systems (EuroSys '12). ACM, New York, NY, USA, 197-210. |
|
|
Srini/Prasang |
7 |
11/17/2014 |
R and Hadoop
Ricardo: Integrating R and Hadoop (2010)
by Sudipto Das , Yannis Sismanis , Kevin S. Beyer , Rainer Gemulla , Peter J. Haas , John Mcpherson
SIGMOD 2010 |
|
|
Ryan+Jeremy |
8 |
11/24/2014 |
Hadoop and streaming engines
How to Fit when No One Size Fits
Harold Lim (Duke University); Yuzhang Han (Duke University); Shivnath Babu (Duke University)
CIDR 2013 |
|
|
Bailu |
9 |
12/1/2014 |
In situ data processing
Manos Karpathiotakis, Miguel Branco, Ioannis Alagiannis, Anastasia Ailamaki:
Adaptive Query Processing on RAW Data. 1119 - 1130.
VLDB 2014 |
|
|
Shrainik |