SONIC - Application-Aware Data Passing for Chained Serverless Applications

SONIC - Application-Aware Data Passing for Chained Serverless Applications

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Evaluation: Scalability

14 of 15

14 of 15

Evaluation: Scalability

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SONIC - Application-Aware Data Passing for Chained Serverless Applications

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  1. 1 Intro
  2. 2 Background: Serverless Computing DAG & Data Passing
  3. 3 Serverless Data-Passing Challenges
  4. 4 SONIC's Data-Passing Alternatives
  5. 5 Data-passing performance trade-off
  6. 6 Direct-Passing vs Remote Storage With higher network bandwidth, the crossover point between Direct passing and Remote-passing shifts to higher fanout values
  7. 7 OUR SOLUTION: SONIC Hybrid Data-Passing Approach
  8. 8 Greedy Data-Passing Decisions: Pitfalls
  9. 9 SONIC: Design Overview
  10. 10 Evaluation: Baselines
  11. 11 Evaluation: E2E Latency and Cost
  12. 12 Content Sensitivity (Cont.)
  13. 13 Evaluation: Content Sensitivity
  14. 14 Evaluation: Scalability
  15. 15 Conclusion

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