Distributed Systems

How to find global states in a distributed system

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Problems in distributed systems

  • Many problems in distributed systems can be cast in terms of the problem of detecting global states.
  • For instance, the global state detection algorithm helps to solve an important class of problems: stable property detection
  • A stable property is one that persists: once a stable property becomes true it remains true thereafter.
  • Examples of stable properties are “computation has terminated,” “ the system is deadlocked” and “all tokens in a token ring have disappeared.
  • The stable property detection problem is that of devising algorithms to detect a given stable property.

.   Assumptions of Distributed Systems

  • Processes in a distributed system communicate by sending and receiving messages
  • A process can record its own state and the messages it sends and receives; it can record nothing else
  • To determine a global system state, a process p must enlist the cooperation of other processes that must record their own local states and send the recorded local states to p
  • All processes cannot record their local states at precisely the same instant unless they have access to a common clock.
  • We assume that processes do not share clocks or memory
  • The problem is to devise algorithms by which processes record their own states and the states of communication channels so that the set of process and channel states recorded form a global system state.
  • The global-state-detection algorithm is to be superimposed on the underlying computation: it must run concurrently with, but not alter, this underlying computation.

How does global state recording algorithm work

The global-state recording algorithm works as follows:

  • Each process records its own state, and the two processes that a channel is incident on cooperate in recording the channel state.
  • We cannot ensure that the states of all processes and channels will be recorded at the same instant because there is no global clock; however, we require that the recorded process and channel states form a “meaningful” global system state.
  • The global-state recording algorithm is to be superimposed on the underlying computation, that is, it must run concurrently with, but not alter, the underlying computation
  • The algorithm, may send messages and require processes to carry out computations; however, the messages and computation required to record the global state must not interfere with the underlying computation.

 

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