SWIM Protocol

SWIM "Outsourced Heartbeats"

The Scalable Weakly Consistent Infection-style Process Group Membership (SWIM) Protocol is a group membership protocol based on "outsourced heartbeats" ^[1] used in distributed systems, first introduced by Indranil Gupta in 2001. ^{[2] [3]} It is a hybrid algorithm which combines failure detection with group membership dissemination.

Protocol

The protocol has two components, the Failure Detector Component and the Dissemination Component.

The Failure Detector Component functions as follows:

1. Every T' time units, each node (${\displaystyle N_{1}}$) sends a ping to random other node (${\displaystyle N_{2}}$) in its membership list.
2. If ${\displaystyle N_{1}}$ receives a response from ${\displaystyle N_{2}}$, ${\displaystyle N_{2}}$ is decided to be healthy and N1 updates its "last heard from" timestamp for ${\displaystyle N_{2}}$ to be the current time.
3. If ${\displaystyle N_{1}}$ does not receive a response, ${\displaystyle N_{1}}$ contacts k other nodes on its list (${\displaystyle \{N_{3},...,N_{3+k}\}}$), and requests that they ping ${\displaystyle N_{2}}$.
4. If after T' units of time: if no successful response is received, ${\displaystyle N_{1}}$ marks ${\displaystyle N_{2}}$ as failed.

The Dissemination Component functions as follows:

• Upon ${\displaystyle N_{1}}$ detecting a failed node ${\displaystyle N_{2}}$, ${\displaystyle N_{1}}$ sends a multicast message to the rest of the nodes in its membership list, with information about the failed node.
• Voluntary requests for a node to enter/leave the group are also sent via multicast.

Properties

The protocol provides the following guarantees:

• Strong Completeness: Full completeness is guaranteed (e.g. the crash-failure of any node in the group is eventually detected by all live nodes).
• Detection Time: The expected value of detection time (from node failure to detection) is ${\displaystyle T'{\dot {}}{\frac {1}{1-e^{-q_{f}}}}}$, where ${\displaystyle T'}$ is the length of the protocol period, and ${\displaystyle q_{f}}$ is the fraction of non-faulty nodes in the group. ^[3]

Extensions

The original SWIM paper lists the following extensions to make the protocol more robust: ^[2]

• Suspicion: Nodes that are unresponsive to ping messages are not initially marked as failed. Instead, they are marked as "suspicious"; nodes which discover a "suspicious" node still send a multicast to all other nodes including this mechanism. If a "suspicious" node responds to a ping before some time-out threshold, an "alive" message is sent via multicast to remove the "suspicious" label from the node.
• Infection-Style Dissemination: Instead of propagating node failure information via multicast, protocol messages are piggybacked on the ping messages used to determine node liveness. This is equivalent to gossip dissemination.
• Round-Robin Probe Target Selection: Instead of randomly picking a node to probe during each protocol time step, the protocol is modified so that each node performs a round-robin selection of probe target. This bounds the worst-case detection time of the protocol, without degrading the average detection time.

See also

• Failure detector
• Crash (computing)

References

1. Petrov, Alex (2019). Database Internals. O'Reilly Media.
2. Gupta, Indranil; Chandra, Tushar D.; Goldszmidt, Germán S. (August 1, 2001). "On scalable and efficient distributed failure detectors". Proceedings of the twentieth annual ACM symposium on Principles of distributed computing. PODC '01. Newport, Rhode Island, US: Association for Computing Machinery. pp. 170–179. doi:10.1145/383962.384010. ISBN   978-1-58113-383-7. S2CID   216594.
3. Das, A.; Gupta, I.; Motivala, A. (June 23, 2002). "SWIM: Scalable weakly-consistent infection-style process group membership protocol". Proceedings International Conference on Dependable Systems and Networks. pp. 303–312. doi:10.1109/DSN.2002.1028914. ISBN   0-7695-1597-5. S2CID   11094028.