Source repo: sdsc-summer-institute-2023 | Branch:
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High Throughput Computing
- Parallel paradigms: HPC vs. HTC
- Batch job arrays
- Batch job dependencies
- Batch job bundling
- Preemptible batch jobs
- Distributed high-throughput computing
Parallel paradigms: HPC vs. HTC
Serial computation
Parallel computation
Why go parallel?
Speed - Solve a problem more quickly
Image Credit: NASA - Hurricane Katrina @ 50-km (2005) resolution
Scale - Solve a larger, more complex problem with higher fidelity
Image Credit: NASA - Hurricane Katrina @ 6.25-km (2015) resolution
Throughput - Solve many (simple) problems more quickly
Image Credit: IceCube- Glashow Event
Image Credit: IceCube, SDSC/UCSD - GPU Cloud Burst Experiment