License-first scheduling with heterogeneous schedulers and HPCWorks Velocity
A unified multiphysics digital twin to accelerate reliable and efficient 3D IC and advanced packaging design
Batch systems often don't work well with complex chip design workloads. This paper covers the common problem of getting high utilization with software license resources and shows you how to use HPCWorks Velocity and HPCWorks Monitor to execute license-aware scheduling – even if you're stuck with legacy or hardware-centric batch systems.
Why read the eBook:
Traditional batch systems fail to deliver good license utilization in complex chip design workloads because they don't adequately manage software licenses as critical resources.
- Solve job turnover problems impacting license utilization.
- Achieve 90%+ license utilization rates.
- Run license-aware scheduling with legacy batch systems.
- Maximize resource efficiency through hardware sharing.
- Tap cloud resources for on-demand capacity.
What you'll learn:
HPCWorks Velocity and Monitor enable license-aware job scheduling that dramatically improves license utilization and throughput, even when integrated with existing hardware-centric batch systems.
- Why batch systems fail at scale with high job turnover.
- How to implement license-first scheduling with HPCWorks tools.
- Hardware sharing techniques for resource optimization.
- Automated resource dispatching between heterogeneous schedulers.
- Hybrid cloud deployment strategies for capacity augmentation.