- Werner Vogel 2007 “Whether or not read-your-write, session and monotonic consistency can be achieved depends in general on the "stickiness" of clients to the server that executes the distributed protocol for them… Using sessions, which are sticky, makes this explicit and provides an exposure level that clients can reason about.”
Consistent Hashing Deterministic Placement Node A Node B Node C NodeD Consistent Hashing & Random Trees: Distributed caching protocols for relieving hot spots on the World Wide Web
Consistent Hashing Deterministic Placement Node A Node B NodeD Consistent Hashing & Random Trees: Distributed caching protocols for relieving hot spots on the World Wide Web
Consistent Hashing Deterministic Placement Node A Node B NodeD Consistent Hashing & Random Trees: Distributed caching protocols for relieving hot spots on the World Wide Web
Scuba is a fast, scalable, distributed, in-memory database built at Facebook. It is the workhorse behind code regression analysis & bug report, revenue, and performance debugging Fan-out request to all machines in the cluster Compose Results Return Results and Completeness
Scuba is a fast, scalable, distributed, in-memory database built at Facebook. It is the workhorse behind code regression analysis & bug report, revenue, and performance debugging Fan-out request to all machines in the cluster Compose Results Return Results and Completeness
Scuba is a fast, scalable, distributed, in-memory database built at Facebook. It is the workhorse behind code regression analysis & bug report, revenue, and performance debugging Fan-out request to all machines in the cluster Compose Results Return Results and Completeness
Uber Ringpop is an open- source Node.js library that brings application-layer sharding to many of their dispatching platform services. Swim Gossip Protocol Consistent Hashing +
Uber Ringpop is an open- source Node.js library that brings application-layer sharding to many of their dispatching platform services. Swim Gossip Protocol Consistent Hashing +
Uber Ringpop is an open- source Node.js library that brings application-layer sharding to many of their dispatching platform services. Swim Gossip Protocol Consistent Hashing +
Orleans Cluster Orleans is a runtime and Programming model for building distributed systems based on the Actor Model from the eXtreme Computing Group at MSR Gossip Protocol Consistent Hashing + + Distributed Hash Table Actor Actor Actor Actor Actor
Orleans Cluster Orleans is a runtime and Programming model for building distributed systems based on the Actor Model from the eXtreme Computing Group at MSR Gossip Protocol Consistent Hashing + + Distributed Hash Table Actor Actor Actor Actor Actor
Orleans Cluster Orleans is a runtime and Programming model for building distributed systems based on the Actor Model from the eXtreme Computing Group at MSR Gossip Protocol Consistent Hashing + + Distributed Hash Table Actor Actor Actor Actor Actor
Fast Restarts at Facebook “Our Key Observation is that we can decouple the memory lifetime from the process lifetime. When we shutdown a server for a planned upgrade.”
Conclusion Data Locality & Available Consistency Cluster Membership & Work Distribution Successful Stateful Real World Systems Caution: Some New Challenges