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Special Forums News, Links, Events and Announcements Complex Event Processing RSS News Plan-based Complex Event Detection across Distributed Sources Post 302240353 by Linux Bot on Thursday 25th of September 2008 01:00:03 PM
Old 09-25-2008
Plan-based Complex Event Detection across Distributed Sources

Tim Bass
09-25-2008 09:49 AM
Here is an interesting 2008 paper, Plan-based Complex Event Detection across Distributed Sources.

Abstract
Complex Event Detection (CED) is emerging as a key capability for many monitoring applications such as intrusion detection, sensorbased activity & phenomena tracking, and network monitoring. Existing CED solutions commonly assume centralized availability and processing of all relevant events, and thus incur significant overhead in distributed settings. In this paper, we present and evaluate communication efficient techniques that can efficiently perform CED across distributed event sources.

Our techniques are plan-based: we generate multi-step event acquisition and processing plans that leverage temporal relationships among events and event occurrence statistics to minimize event transmission costs, while meeting application-specific latency expectations. We present an optimal but exponential-time dynamic programming algorithm and two polynomial-time heuristic algorithms, as well as their extensions for detecting multiple complex events with common sub-expressions. We characterize the behavior and performance of our solutions via extensive experimentation on synthetic and real-world data sets using our prototype implementation.

Source...
 
Event::generic(3pm)					User Contributed Perl Documentation				       Event::generic(3pm)

NAME
Event::generic - generic event handling SYNOPSIS
use Event::generic; $source = Event::generic::Source->new; $w = Event->generic(source => $source, ...); $w = $source->watch(...); $source = $w->source; $w->source($source); $source->event; $source->event($data); $data = $event->data; DESCRIPTION
This module provides a watcher type within the "Event" framework. You must understand the architecture of the "Event" system in order to understand this document. This module provides a system of reified event sources and watchers watching those sources. Events are generated solely by a method on the event source object. The events may carry arbitrary data to the event handler callbacks. This module is intended for situations where the events of interest are best determined by Perl code. CLASSES
Event::generic::Source A reified event source. Event::generic A watcher that can watch "Event::generic::Source" event sources. Event::Event::Dataful A (target) event that can carry arbitrary data. EVENT SOURCE CLASS
Constructor Event::generic::Source->new Creates and returns a new event source. Methods $source->event $source->event(DATA) The invocation of this method is a source event for watchers of the event source. When this method is called, each active watcher of the event source generates a target event. The DATA, if supplied, is copied into the target event objects, from which it can be retrieved using the "data()" method. $source->watch(ATTR => VALUE, ...) Generates and returns a new watcher, configured to watch this event source. The standard watcher attributes may be specified as arguments. The watcher returned is an ordinary "Event::generic", and may be reconfigured to watch a different event source. WATCHER CLASS
Type-specific attributes source => $source The event source to watch. This must be either an "Event::generic::Source" object or "undef". When set to "undef", no source is being watched, and the watcher cannot be started. EVENT CLASS
Type-specific methods $event->data Returns the data associated with the event, which may be any scalar. This is read-only, and is set by the event source. SEE ALSO
Event perl v5.14.2 2007-05-22 Event::generic(3pm)
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