RISE Camp 2017 – RISE Camp

2017 RISE Camp videos

2017 RISE Camp Agenda:

DAY 1 – THURSDAY, SEPTEMBER 7, 2017

Theme: Systems support for Emerging AI applications

8:00AM: Breakfast
9:00AM: Lab Introduction/Overview (Ion Stoica)
9:15AM: Project Introductions/Overview Talk (Alexey Tumanov)
9:30AM: RL Concepts Talk
10:30AM: Break
11:00AM: Ray: Distributed Execution Framework for Emerging AI Applications
- 11:00AM: Ray Talk
- 11:30AM: Ray Tutorial Lab
1:00PM: Lunch
2:30PM: Clipper: a Low-Latency Online Prediction Serving System
- 2:30PM: Clipper Talk
- 3:00PM: Clipper Tutorial Lab
4:00PM: Break
4:30PM: Integrated and Advanced Exercises (Capstone lab)
- 4:30PM: Ray Reinforcement Learning (RL) library tutorial
- 5:00PM: Pong game – trained in Ray, Clipper served
  - - - Train the pong game policy with Ray
      - Use Clipper to deploy the trained policy
      - Beat the policy you’ve just trained
      - Enjoy the game of pong!
- 6:00 – 8:30PM: Reception

DAY 2 – FRIDAY, SEPTEMBER 8, 2017

Theme: Data Analytics and Security

8:00AM: Breakfast
9:00AM: PyWren: Pushing Microservices to Teraflops
- 9:00AM: PyWren Talk
- 9:30AM: PyWren Lab
- 10:30AM: Break
11:00AM : Ground: An open-source data context service
- 11:00AM : Ground Talk
- 11:30AM: Ground Lab
12:30 - 2:00PM: Lunch
2:00PM: WAVE: Global-scale Authorization for IoT without an Authority
- 2:00PM: WAVE talk
- 2:30: WAVE Tutorial lab
3:30 – 3:45PM Concluding remarks (Raluca Popa)