Classic 2026:

Complex Analytic Workflows

October 19-22

Graduate by Hilton Annapolis 126 West Street, Annapolis, MD, 21401

Complex Analytic Workflows

This year’s conference theme is Complex Analytic Workflows. Large-scale analytics is at an inflection point: expanding data volumes and more capable compute platforms have made it easier to prototype and deploy systems across supercomputers, cloud infrastructure, and distributed edge networks. This accelerates scientific discovery, enabling real-time insight and transformative optimization in both industry and government, but also requires better and more usable workflows for more efficient use of this greatly improved capability.

Click here to read more about why this theme was chosen for 2026.

Agenda

Tuesday, October 20
  • Session 1: Problems and Challenges
  • Session 2: Systems and Applications I
Wednesday, October 21
  • Session 3: Systems and Applications II
  • Naval Academy Tour (optional)

Thursday, October 22

  • Session 4: Policy and Ethics
  • Session 5: What’s Next?

CLASSIC is an invitation-only conference.

CLASSIC Committee

Kevin Barker, Pacific Northwest National Laboratory

Almadena Chtchelkanova, Committee Advisor

John Feo, MambaQ

Mahantesh Halappanavar, Pacific Northwest National Laboratory

David Haglin, Rocketgraph

Dave Mountain, Committee Advisor

Laura Monroe, Los Alamos National Laboratory

Richard Murphy, MambaQ

Justin Newcomer, Sandia National Laboratories

Steve Pritchard, Committee Advisor

Brad Spiers, Committee Advisor

Lara Kisielewska, Conference Organizer

CLASSIC envisions a future where the world’s most complex data challenges are solved through rigorous science, advanced computing, and human insight, helping society understand, secure, and act on critical information responsibly.

The CLASSIC conference has been held each fall in Annapolis, Maryland since 2012, convening experts from the government, national laboratories, academia and private industry to discuss challenges and implications of the emergent field of large-scale data analytics. Topics cover a wide range of subjects, from applications to algorithms to hardware to security and policy. CLASSIC drives critical conversations amongst decision makers in high-performance computing and analytics.

Attendance at CLASSIC is by invitation only; the number of attendees is intentionally limited to around 150 people to foster the kind of informal discussion and interaction that can lead to greater collaboration between researchers and practitioners in the field.

For more information, please email us.