1st
International Workshop on Knowledge Discovery Using Cloud and
Distributed
Computing Platforms (KDCloud 2010)
(In
Conjunction with the IEEE International Conference
on Data Mining (ICDM-10)). Sydney, Australia. December 14, 2010
http://www.ornl.gov/sci/knowledgediscovery/CloudComputing/KDCloud-10/
(Location:
City Markets, Haymarket, Building 5, Level 2, Room:
5C.2.41)
Point of contacts during workshop on
14th December, 2010: Dr.
Karsten Steinhaeuser and
Dr. James Horey
|
Moderators |
Time |
Duration |
Presentation |
|
Session 1: 2:00 – 3:45 Session Chair: Dr. Karsten
Steinhaeuser, ORNL Dr. James Horey, ORNL |
2:00 – 2:05 |
05 |
Opening Remarks |
|
2:05 – 2:45 |
40 |
Keynote Talk: Prof. Nitesh Chawla, Notre Dame. |
|
|
2:45 – 3:05 |
20 |
Claudia Plant and Christian Böhm, "Parallel EM-Clustering: Fast Convergence by Asynchronous Model Updates" |
|
|
3:05 – 3:25 |
20 |
Venkatram Ramanathan,
Wenjing Ma, Vignesh
Ravi, and Gagan Agrawal, "Parallelizing Information Theoretic
Co-clustering Algorithm Using a Cloud Middleware" |
|
|
3:25 – 3:45 |
20 |
Li Lu, Yunhong Gu, and Robert Grossman, "dSimpleGraph: a Novel Distributed Clustering Algorithm for Exploring Very Large Scale Unknown Data Sets" |
|
|
Break |
3:45 – 4:00 |
15 |
Coffee Break |
|
Session 2: 4:00 – 6:00 Session Chair: Prof. Latifur Khan, UT-Dallas |
4:00 – 4:20 |
20 |
Srivatsava Daruru,
Sankari Dhandapani,
Gunjan Gupta, Ilian
Iliev, Weijia
Xu, Paul Navratil,
Nena Marin, and Joydeep
Ghosh, "Distributed, Scalable
Clustering for Detecting Halos in Terascale
Astronomy" |
|
4:20 – 4:40 |
20 |
Huizhi Liang, "Parallel User profiling based on folksonomy for Large Scaled Recommender Systems-An implementation of Cascading MapReduce" |
|
|
4:40 – 5:00 |
20 |
James Horey, "Challenges in Scheduling Aggregation in CyberPhysical Information Processing Systems" |
|
|
5:00 – 5:20 |
20 |
Leonardo Neumeyer, Bruce Robbins, Anish Nair, and Anandsudhakar Kesari, "S4: Distributed Stream Computing Platform" |
|
|
5:20 – 5:40 |
20 |
Andrea Campagna and Rasmus Pagh, "On
Finding Similar Items in a Stream of Transactions" |
|
|
5:40 – 6:00 |
20 |
Jin Chang, Jun Luo, and Joshua Zhexue Huang, "Minimum spanning tree based
classification model for massive data with MapReduce
implementation" |
|
|
6:00 |
|
Closing Remarks |