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Intelligent routing #5
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A-networkingArea: Networking, ring protocol, peer discoveryArea: Networking, ring protocol, peer discoveryT-featureType: New functionality requestType: New functionality request
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sanity
opened on Sep 18, 2021
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- Greedy routing will always pick the closest peer to the desired location.
- But optimal strategy is to pick the peer that will complete the request fastest
- Use isotonic regression to estimate response time from a peer based on its ring distance from the target location of the request
- For each peer, track the average delta between iso estimated response time and actual response time
- Intelligent routing, for a given request, uses the iso to estimate response time for each peer then adjust by average delta
- Pick the peer with the lowest estimated response time
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A-networkingArea: Networking, ring protocol, peer discoveryArea: Networking, ring protocol, peer discoveryT-featureType: New functionality requestType: New functionality request
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