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