info:eu-repo/semantics/doctoralThesis
Distributed multimedia synchronization based on fuzzy causal relations
Autor
LUIS ALBERTO MORALES ROSALES
Resumen
In this dissertation, the research is focused on the field of distributed multimedia systems
(DMS). One of the main problems in DMS is the data synchronization. Synchronization is
concerned with the preservation of temporal dependencies among the application data from
the time of generation to the time of presentation. The synchronization problem can be
characterized as an event ordering problem. Event ordering addresses the problem of
establishing a certain order among the events that occur in a distributed system (DS)
according to some particular criteria. The criteria used for event ordering in a DS are: no
order, FIFO, causal, Δ-causal, total, and causal-total. They mainly differ in the degree of
asynchronous execution allowed. One of the most important orderings is the causal order
(CO), which is based on Lamport’s happened-before relation. It establishes that the events
must be seen in the cause-effect order as they occur in the system. However, for certain
applications, for example multimedia synchronization, where some degradation of the
system is allowed, ensuring the CO based on Lamport’s relation is rigid and negatively
affects the performance of the system. In this dissertation a new ordering for DS is
introduced in order to achieve a more asynchronous execution than the CO. This new
ordering is called Fuzzy Causal Order (FCO). In addition, the Fuzzy Causal Relation (FCR)
and the Fuzzy Causal Consistency (FCC) are defined. The FCR establishes logical
dependencies based on the precedence of events and by considering some kind of
“distance” between their occurrences. With the notion of distance it was possible to
establish a cause-effect measure between two events a and b that indicates “how long ago”
an event a happened before an event b. Through the FCC, it was possible to determine
“how good” the performance of the system is at a given moment. The usefulness of the
FCO, FCR and FCC is shown by applying them to the concrete problem of intermedia
synchronization in DMS. In order to overcome the synchronization problem based on these
concepts, a distributed multimedia model and a synchronization algorithm were designed.
In addition, a fuzzy control system to adjust the delivery time of the messages and to
determine if a selective message discard must be carried out was designed. The control is
tested in three main cases, hard, regular and soft, according to the network conditions of the
system.
Materias
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