Tradeoffs in system level diagnosis
نویسنده
چکیده
The development of LSI technology makes it possible to partition a system into replaceable modules, and the advent of low-cost microprocessors makes possible networks of hundreds (or more) of interconnected modules. The problem of repairing such a system is becoming a matter of major importance in digital systems. In this paper a new procedure for defining an optimal design with respect to cost of repair for a system consisting of replaceable modules (processors) is introduced. Also the tradeoff between the number of repetitions of the diagnostic test (speed of diagnosis), the number of testing links in the system (complexity), and the number of replaced fault-free modules (accuracy) is considered. In an early paper, Preparata, Metze, and Chien formulated a model of system level diagnosis and defined two types of diagnosability measures, i.e. one-step t -fault diagnosability, and sequential t -fault diagnosability. They proved that Dst is one-step t-fault diagnosable and single loop connection is sequentially t-fault diagnosable. Friedman later generalized this measure to one-step t-out-of-S (tiS) diagnosability, in which t faults are diagnosed to within S ;::: t modules. This introduces the possibility of inexact diagnosis-i.e. such that some fault-free modules may have to be replaced in order to repair a system in one step. So far most of the results that are available are only for single-loop or Dst design, and the results for a system in between these two extreme cases are not available. A Dst system needs more testing links and a single-loop system needs more steps in order to be repaired. In this paper we have defined a design in between Dst and single-loop systems; also the tradeoff between the number of repetitions of the diagnostic test (speed of diagnosis), the number of testing links (complexity), and the number of replaced fault-free modules (accuracy) is considered, and the optimal design with respect to cost of repair is defined.
منابع مشابه
DQBarge: Improving Data-Quality Tradeoffs in Large-Scale Internet Services
Modern Internet services often involve hundreds of distinct software components cooperating to handle a single user request. Each component must balance the competing goals of minimizing service response time and maximizing the quality of the service provided. This leads to low-level components making data-quality tradeoffs, which we define to be explicit decisions to return lowerfidelity data ...
متن کاملA Fuzzy Expert System & Neuro-Fuzzy System Using Soft Computing For Gestational Diabetes Mellitus Diagnosis
Gestational diabetes mellitus (GDM) is a kind of diabetes that requires persistent medical care in patient self management education to prevent acute complications. One of the common and main problems in diagnosis of the diabetes is the weakness in its initial stages of the illness. This paper intends to propose an expert system in order to diagnose the risk of GDM by using FIS model. The knowl...
متن کاملA Fuzzy Expert System for Diagnosis of Acute Lymphocytic Leukemia in Children
Fuzzy expert systems are one of the most practical intelligent models with the high potential for managing uncertainty associated to the medical diagnosis. In this paper, a fuzzy inference system (FIS) for diagnosing of acute lymphocytic leukemia in children has been introduced. The fuzzy expert system applies Mamdani reasoning model that has high interpretability to explain system results to e...
متن کاملA Fuzzy Expert System for Diagnosis of Acute Lymphocytic Leukemia in Children
Fuzzy expert systems are one of the most practical intelligent models with the high potential for managing uncertainty associated to the medical diagnosis. In this paper, a fuzzy inference system (FIS) for diagnosing of acute lymphocytic leukemia in children has been introduced. The fuzzy expert system applies Mamdani reasoning model that has high interpretability to explain system results to e...
متن کاملEffect of the Picture Archiving and Communication System Implementation on the Diagnosis Accuracy of Emergency Physicians in CT Scan Examinations
Introduction: Picture Archiving and Communication System (PACS) allows the processing, archiving, and sharing medical images electronically with different parts of the hospital, especially the emergency department. The aim of this study was to evaluate the effect of PACS on the diagnosis accuracy of emergency department physicians before and after its implementation. Method: In this analytical...
متن کاملEffect of the Picture Archiving and Communication System Implementation on the Diagnosis Accuracy of Emergency Physicians in CT Scan Examinations
Introduction: Picture Archiving and Communication System (PACS) allows the processing, archiving, and sharing medical images electronically with different parts of the hospital, especially the emergency department. The aim of this study was to evaluate the effect of PACS on the diagnosis accuracy of emergency department physicians before and after its implementation. Method: In this analytical...
متن کامل