APPARATUS AND METHOD FOR COMPUTING THE PROCESSING DELAY OF ADAPTIVE APPLICATIONS NETWORK TERMINALS AND APPLICATIONS THEREOF

Patent №

US 5,961,599

Granted

1999-10-05

Filed 1997

Owner

LUCENT TECHNOLOGIES, INC.

Lab

AI components

4

ml · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08950638

Method and apparatus for computing the processing delay of a terminal running a system of one or more adaptive applications, each adaptive application consisting of a set of executable tasks sharing system resources, the set of execution tasks having execution times depending on a particular adaptation level, the method including the steps of: modelling the adaptation of each adaptive application as an adaptation process having steady-state probability distribution representing the fraction of time spent by the application in a particular adaptation level; modelling execution time variations of tasks in each application, for a particular adaptation level, by a random variable of arbitrary and known probability distribution; modeling a system-wide computation by a state process for capturing transitions of executing tasks as the tasks currently use or contend for the shared system resources, the state process being characterized as a stochastic process; calculating a stationary distribution .pi..sup.M from the stochastic state process; and, from the stationary distribution, calculating the processing delay of the adaptive applications.

AI classification

AI hardware1.00
Knowledge representation0.97
Machine learning0.72
Planning0.70
Evolutionary computation0.13
Vision0.01
Natural language0.00
Speech0.00

Ownership

LUCENT TECHNOLOGIES, INC.

assignment · 90020238

Assignors

KALAVADE, ASAWAREE, MOGHE, PRATYUSH

On an employer assignment, the assignors are typically the inventors.

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