Huang's algorithm explained
Huang's algorithm is an algorithm for detecting termination in a distributed system. The algorithm was proposed by Shing-Tsaan Huang in 1989 in the Journal of Computers.[1]
Termination detection
The basis of termination detection is in the concept of a distributed system process' state. At any time, a process in a distributed system is either in an active state or in an idle state. An active process may become idle at any time but an idle process may only become active again upon receiving a computational message.
Termination occurs when all processes in the distributed system become idle and there are no computational messages in transit.
Algorithm
Huang's algorithm can be described by the following:
- Initially all processes are idle.
- A distributed task is started by a process sending a computational message to another process. This initial process to send the message is the "controlling agent".
- The initial weight of the controlling agent is
(usually 1).
- The following rules are applied throughout the computation:
- A process sending a message splits its current weight between itself and the message.
- A process receiving a message adds the weight of the message to itself.
- Upon becoming idle, a process sends a message containing its entire weight back to the controlling agent and it goes idle.
- Termination occurs when the controlling agent has a weight of
and is in the idle state.
Some weaknesses to Huang's algorithm are that it is unable to detect termination if a message is lost in transit or if a process fails while in an active state.
See also
Notes and References
- Huang . Shing-Tsaan . Shing-Tsaan Huang . Termination detection by using distributed snapshots . Information Processing Letters . 32 . 3 . 113–119 . 1989 . 10.1016/0020-0190(89)90010-0 .
