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Artificial Intelligence (AI)
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Classroom Contents
Five Ways to Understand Kubernetes Networking for Performance-Intensive Workloads
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- 1 Intro
- 2 High Performance Computing (HPC)
- 3 Artificial Intelligence (AI)
- 4 AI & HPC - Network Considerations
- 5 Remote Direct Memory Access - RDMA
- 6 OVN Kubernetes
- 7 Single Root I/O Virtualization (SR-IOV)
- 8 Legacy OVS / OVN Challenges
- 9 Lab Set-Up: K8s Bare Metal
- 10 Lab Set-Up: K8s Over OpenStack VM
- 11 Test Scenarios
- 12 Iperf 2 - TCP Throughput Benchmark
- 13 Calico vs Acc OVN: CPU load during test
- 14 Accelerated OVN: Flow offloads during test
- 15 Intel MPI Benchmarks - PingPong
- 16 Computational Fluid Dynamics - OpenFOAM
- 17 Genome Sequencing - Basecalling benchmark
