In this work, we venture out to develop self-optimization features in the Distributed Modular Audio
Recognition Framework (DMARF). Here, we use the Autonomic System Speci cation Language
(ASSL) to specify a self-optimization policy and generate the code for the same. This completes the
rst iteration of the autonomic speci cation layer for DMARF and enables re-engineered autonomic
DMARF system, which also includes self-healing and self-protection, both developed earlier.
In this paper, we discuss our research towards developing special properties that introduce autonomic behavior in pattern-recognition systems. In our
approach we use ASSL (Autonomic System Speci cation Language) to formally ...
The notion and definition of self-forensics was introduced by Mokhov to encompass software and hardware capabilities for
autonomic and other systems to record their own states, events, and others encoded in a forensic ...
Vassev, Emil(Edinburgh Napier University School of Computing, 2012)
Awareness for computerized systems is possible by chaining functions
in a control loop that monitors sensors, recognizes objects, predicts
problems and, ultimately, learns.
Knowledge is a source of intelligence and both knowledge representation and knowledge management are crucial for intelligent systems. Well employed knowledge helps such systems become aware of situations, recognize states ...
We present a new formal approach to the implementation of embedded systems, arrived at by introducing self-management capabilities to the same. We use the ASSL (Autonomic System Specification Language) framework to approach ...