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Photo credit: Westin Annapolis, Annapolis Maryland

CLSAC 2017

Predictive Analytics

October 17-19, 2017
The Westin Annapolis
100 Westgate Circle
Annapolis, MD  21401


Organizing Committee:
John Feo (PNNL)
David Haglin (Trovares Inc.)
Richard Murphy (Micron Technology)
Ron Oldfield (SNL)
Steve Pritchard (DoD)
Tyler Simon (DoD)
​T.C. Tuan (DoD)
Candace Culhane (LANL)
         2017 Sponsors

Final Agenda


Tuesday, October 17

7:00 - 8:30
Breakfast and Registration (Capitol A)
8:00 - 8:30 am
Welcome
George Cotter Award for Vision and 
Leadership in the Field of Data Analytics
John Feo, PNNL
Richard Murphy, Micron
Candy Culhane, LANL
Keynote
8:30 - 9:15 am
The Future of Predicting the Future
Steve Oberlin, NVIDIA
Session 1: Applications 1
John Feo, Moderator
9:15 - 10:00 am
Data Predictive Control - Bridging Machine and Control for Cyber-Physical Systems
Madhur Behl, 
University of Virginia​
10:00 - 10:15
Break
10:15 - 11:00 am
Cyber Event Forecasting
Robert Rahmer, IARPA
11:00 - 11:45
Incorporating Human Complexities in Predictive Sports Analytics ​
Joel Sokol, 
Georgia Tech
11:45 - 12:30 pm
Panel Discussion
12:30 - 1:45
Lunch (Capitol ABC)
Session 2: Applications 2
TBD
1:45 - 2:30
Probabilistic Scenarios as Input for Prescriptive Analytics
David Woodruff, 
UC Davis​
2:30 - 3:15
Advances in Weather Prediction and Their Applications to Cyber Analytics
 Eric Dull, 
Deloitte & Touche
3:15 - 3:30
Break
3:30 - 4:15
Deep Learning for Predictive and Anticipatory Social Media Analytics​
Svitlana Volkova, PNNL​
4:15 - 5:00
Panel Discussion
6:00 - 7:30
Dinner (Capitol AB)
7:30 - 9:00
Reception (Senate AB)

Wednesday, October 18

7:30 - 8:30
Breakfast (Capitol AB)
Keynote
8:30-9:15
Seeing With Uncertainty​
Chris Darby, In-Q-Te
Session 3: Enabling Capabilities (H/W & Software Infrastructure)
Candy Culhane, Moderator
9:15 - 10:00
What Would a Data Scientist Ask?  Automatically Formulating and Solving Prediction Problems​
Kalyan Veeramachaneni,
MIT Institute for Data​
10:00-10:15
Break
10:15 - 11:00 am
Interpretable Anomaly Detection for 
High Performance Computing Centers: 
Monitoring System Logs​
​Lissa Baseman, LANL​
11:00 - 11:45 
Tensor Analysis of Spatiotemporal Data​
Tyler Simon, DoD​
11:45 - 12:30 pm
Panel discussion
12:30-6:00
Free Time (lunch and dinner on your own)
6:00-7:30
Random Access Session (Capitol D)
TBD
7:30-9:00
Reception and Poster Session (Senate AB)

Students:
  • ​Jacob Carroll, Virginia Tech
  • Xinyu Chen, University of New Mexico, "Key-Based Binning for Distributed Clustering"  
  • Shaden Smith, University of Minnesota
  • Ahsen Uppal, George Washington University

Thursday, October 19

7:00 - 8:00
Breakfast
Keynote
8:00 - 8:45 am
Open Topics in Data Analytics
Stephen Poole, LANL
Session 4: Methods
Richard Murphy, Moderator
8:45 - 9:30 am
Tomorrow's Enabling Capabilities
Bruce Jacob, University of Maryland
9:30 - 9:45 am
Break (Capitol ABC Foyer)
9:45 - 10:30 am
Computational Simulation of Behavior of Individuals, Groups, and Societies
​Asmeret B. Naugle, SNL
10:30 - 11:15 am
Learning Using Privileged Information (PDF)
Rauf Izmailov, Vencore Labs
Session 5: Privacy, Policy, and Ethics
Ron Oldfield, Moderator
1:00 - 1:45 pm
Cooperative Graph Analytics for Autonomous Data Centers (PDF)
Cindy Phillips, Sandia National Laboratories
1:45 - 2:30 pm
Impacts of Anticipatory Analysis and Cognitive Computing
Drew Vandeth, IBM
2:30 - 2:45 pm
Break (Capitol ABC Foyer)
2:45 - 3:30 pm
Privacy Assurance for Sharing and Analysis of Public Health Information (PDF)
Helen Karn, Georgetown University
3:30 - 4:15 pm
Panel Discussion
4:15 - 4:30
Closing Remarks and Adjourn
4:30 - 6:30
Reception (Capitol C)
The CLSAC web site is sponsored by the Association for High-Speed Computing.