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designNotes
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designNotes
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This file contains additional design notes for RAMCloud, which supplement
the comments present in the code. This file is intended for protocols
and other decisions that reflect themselves in many different places in the
RAMCloud code, such that there is no obvious place to put documentation
in the code. When this happens, there should be a comment of the following
format each point in the code where the design decision manifests itself:
// See "Foo" in designNotes.
"Foo" is the name for the design note, which should appear as a header line
in this file.
If there is a logical single place to put comments in the code, then please
do that rather than creating a design note here.
Zombies
-------
A zombie is a server that is considered dead by the rest of the cluster;
any data stored on the server has been recovered and will be managed by
other servers. However, if a zombie is not actually dead (e.g. it was
just disconnected from the other servers for a while) two forms of
inconsistency can arise:
* A zombie server must not serve read requests once replacement servers
have taken over; otherwise it may return stale data that does not reflect
writes accepted by the replacement servers.
* The zombie server must not accept write request once replacement servers
have begun replaying its log during recovery; if it does, these writes
may be lost (the new values may not be stored on the replacement servers
and thus will not be returned by reads).
RAMCloud uses two techniques to neutralize zombies. First, at the beginning
of crash recovery the coordinator contacts every server in the cluster,
notifying it of the crashed server. Once this happens, servers will reject
backup requests from the crashed server with STATUS_CALLER_NOT_IN_CLUSTER
errors. This prevents the zombie from writing new data. In addition, the
zombie will then contact the coordinator to verify its cluster
membership (just in case the backup's server list was out of date). If the
coordinator confirms that the zombie is no longer part of the cluster, then
the zombie commits suicide. If the coordinator believes that the server is
still part of the cluster, then the server will retry its replication
operation. Overall, this approach ensures that by the time replacement
servers begin replaying log data from a crashed master, the master can no
no longer complete new write operations.
Potential weakness: if for some reason the coordinator does not contact all
servers at the beginning of crash recovery, it's possible that the zombie
may be able to write new data using backups that aren't aware of its death.
However, the coordinator cannot begin crash recovery unless it has contacted
at least one backup storing each of the crashed master's segments, including
the head segment. Thus, this failure cannot happen.
The second technique is used to ensure that masters have stopped servicing
read requests before replacement masters can service any write requests.
This mechanism is implemented as part of the failure detection mechanism
(FailureDetector.cc) where each master occasionally pings a randomly-chosen
server in the cluster. This mechanism is intended primarily to detect
failures of the pingees, but it also allows the pinger to find out if it is
a zombie. As part of each ping request, the caller includes its server id,
and the pingee returns a STATUS_CALLER_NOT_IN_CLUSTER exception if the
caller does not appear in its server list. When the caller receives this
error it verifies its cluster membership with the coordinator as
described above, and commits suicide if it is not part of the cluster.
Potential weakness: if FailureDetector is not able to contact any other
servers it might not detect the fact that it is a zombie. To handle this,
if several ping attempts in a row fail, a server automatically questions
its own liveness and verifies its cluster membership with the coordinator.
Potential weakness: a server might not be able to contact the coordinator
to verify its membership, and hence might continue servicing requests.
To eliminate this problem, a server refuses to serve client requests such
as reads and writes while it is verifying its cluster membership. It rejects
these requests with STATUS_RETRY; if it turns out that the server really
isn't a zombie, it will eventually serve the requests when they get retried.
Potential weakness: if the coordinator is unable to contact all of the servers
in the cluster to notify them of the crashed server's failure, then if the
crashed server "gets lucky" and happens to ping the servers that weren't reached
by the coordinator, it might continue servicing read requests. This problem
is unlikely to occur in practice, because the zombie server will ping at least
10 other servers before replacement servers accept any write requests; at
least one of them is likely to know about the server's death. However, this
is just a probabilistic argument: there is no guarantee.