Dependablity Engineering 1 (CS 5032 2012)
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This document discusses dependability engineering and techniques for achieving dependable software systems. It covers fault avoidance, fault detection, and fault tolerance. Critical systems often use redundancy, diversity, and regulated development processes to meet high dependability requirements. Dependable architectures and protection systems can provide fault tolerance to prevent failures from causing outages or emergencies.
Dependablity Engineering 1 (CS 5032 2012)
- 1. Dependability engineering Lecture 1 Dependability engineering, CSE, 2012 Slide 1
- 2. Software dependability • Software customers expect all software to be dependable. However, for non-critical applications, they may be willing to accept some system failures. • Some critical systems have very high dependability requirements and special software engineering techniques may be used to achieve this. – Medical systems – Telecommunications and power systems Dependability engineering, CSE, 2012 – Aerospace systems Slide 2
- 3. Dependability achievement • Fault avoidance – The system is developed in such a way that human error is avoided and thus system faults are minimised. – The development process is organised so that faults in the system are detected and repaired before delivery to the customer. • Fault detection – Verification and validation techniques are used to discover and remove faults in a system before it is deployed. • Fault tolerance – The system is designed so that faults in the delivered software do not result in system failure. Dependability engineering, CSE, 2012 Slide 3
- 4. Regulated systems • Many critical systems are regulated systems, which means that their use must be approved by an external regulator before the systems go into service. – Nuclear systems – Air traffic control systems – Medical devices • A safety and dependability case has to be approved by the regulator. Therefore, critical systems development has to create the evidence to convince a regulator that the system is dependable, safe and secure. Dependability engineering, CSE, 2012 Slide 4
- 5. The increasing costs of residual fault removal Dependability engineering, CSE, 2012 Slide 5
- 6. Diversity and redundancy • Redundancy – Keep more than 1 version of a critical component available so that if one fails then a backup is available. • Diversity – Provide the same functionality in different ways so that they will not fail in the same way. • However, diversity adds complexity – more chance of errors. • Some engineers advocate simplicity and extensive V & V Dependability engineering, CSE, 2012 rather then redundancy. Slide 6
- 7. Diversity and redundancy examples • Redundancy. Where availability is critical (e.g. in e-commerce systems), companies normally keep backup servers and switch to these automatically if failure occurs. • Diversity. To provide resilience against external attacks, different servers may be implemented using different operating systems (e.g. Windows and Linux) Dependability engineering, CSE, 2012 Slide 7
- 8. Dependable processes • To ensure a minimal number of software faults, it is important to have a well-defined, repeatable software process. • A well-defined repeatable process is one that does not depend entirely on individual skills; rather can be enacted by different people. • Regulators use information about the process to check if good software engineering practice has been used. • For fault detection, it is clear that the process activities should include significant effort devoted to Dependability engineering, CSE, 2012 and validation. verification Slide 8
- 9. Attributes of dependable processes Process characteristic Description Documentable The process should have a defined process model that sets out the activities in the process and the documentation that is to be produced during these activities. Standardized A comprehensive set of software development standards covering software production and documentation should be available. Auditable The process should be understandable by people apart from process participants, who can check that process standards are being followed and make suggestions for process improvement. Diverse The process should include redundant and diverse verification and validation activities. Robust The process should be able to recover from failures of individual process activities. Dependability engineering, CSE, 2012 Slide 9
- 10. Process diversity and redundancy • Process activities, such as validation, should not depend on a single approach, such as testing, to validate the system • Rather, multiple different process activities the complement each other and allow for cross-checking help to avoid process errors, which may lead to errors in the software Reviews Automated analysis Testing Dependability engineering, CSE, 2012 Slide 10
- 11. Validation activities • Requirements reviews. Reviews • Requirements management.Reviews Automated analysis • Formal specification. Automated analysis • System modeling Automated analysis • Design and code inspection.Reviews • Static analysis. Automated analysis • Test planning and management.Testing Dependability engineering, CSE, 2012 Slide 11
- 12. System fault tolerance • Fault tolerance means that the system can continue in operation in spite of software fault i.e. the fault does not lead to a failure • Fault tolerance is required where there are high availability requirements, no ‘fail safe’ state or where system failure costs are very high. • Even if the system has been proved to conform to its specification, it must also be fault tolerant as there may be specification errors or the validation may be incorrect. Dependability engineering, CSE, 2012 Slide 12
- 13. Dependable system architectures • Dependable systems architectures are used in situations where fault tolerance is essential. These architectures are generally all based on redundancy and diversity. • Examples of situations where dependable architectures are used: – Flight control systems, where system failure could threaten the safety of passengers – Reactor systems where failure of a control system could lead to a chemical or nuclear emergency – Telecommunication systems, where there is a need for 24/7 availability. Dependability engineering, CSE, 2012 Slide 13
- 14. Protection systems • A specialized system that is associated with some other control system, which can take emergency action if a failure occurs. – System to stop a train if it passes a red light – System to shut down a reactor if temperature/pressure are too high • Protection systems independently monitor the controlled system and the environment. • If a problem is detected, it issues commands to take emergency action to shut down the system and avoid a catastrophe. Dependability engineering, CSE, 2012 Slide 14
- 15. Sizewell B reactor • Software controlled protection system in Sizewell B reactor • Go-live in 1993 • Software protection system has been claimed to have a 1/10000 PFD Dependability engineering, CSE, 2012 Slide 15
- 16. Protection system architecture Dependability engineering, CSE, 2012 Slide 16
- 17. Protection system functionality • Protection systems are redundant because they include monitoring and control capabilities that replicate those in the control software. • Protection systems should be diverse and use different technology from the control software. • They are simpler than the control system so more effort can be expended in validation and dependability assurance. • Aim is to ensure that there is a low probability of failure on demand for the protection system. Dependability engineering, CSE, 2012 Slide 17
- 18. Self-monitoring architectures • Multi-channel architectures where the system monitors its own operations and takes action if inconsistencies are detected. • The same computation is carried out on each channel and the results are compared. If the results are identical and are produced at the same time, then it is assumed that the system is operating correctly. • If the results are different, then a failure is assumed and a failure exception is raised. Dependability engineering, CSE, 2012 Slide 18
- 19. Self-monitoring architecture Dependability engineering, CSE, 2012 Slide 19
- 20. Self-monitoring systems • Hardware in each channel has to be diverse so that common mode hardware failure will not lead to each channel producing the same results. • Software in each channel must also be diverse, otherwise the same software error would affect each channel. • If high-availability is required, you may use several self-checking systems in parallel. – This is the approach used in the Airbus family of aircraft for their flight control systems. Dependability engineering, CSE, 2012 Slide 20
- 21. Airbus 340 • Airbus were the first commercial aircraft manufacturer to use ‘fly by wire’ flight control systems • Fly by wire systems are lighter (saving fuel), can be more fuel efficient and can detect and prevent pilot actions that are potentially dangerous. Dependability engineering, CSE, 2012 Slide 21
- 22. Airbus flight control system architecture Dependability engineering, CSE, 2012 Slide 22
- 23. Airbus architecture discussion • The Airbus FCS has 5 separate computers, any one of which can run the control software. • Extensive use has been made of diversity – Primary and secondary systems use different processors. – Primary and secondary systems use chipsets from different manufacturers. – Software in secondary systems is less complex than in primary system – provides only critical functionality. – Software in each channel is developed in different programming languages by different teams. – Different programming languages used in primary and secondary systems. Dependability engineering, CSE, 2012 Slide 23
- 24. Key points • Dependability in a program can be achieved by avoiding the introduction of faults, by detecting and removing faults before system deployment, and by including fault tolerance facilities. • The use of redundancy and diversity in hardware, software processes and software systems is essential for the development of dependable systems. • The use of a well-defined, repeatable process is essential if faults in a system are to be minimized. • Dependable system architectures are system architectures that are designed for fault tolerance. Architectural styles that support fault tolerance include protection systems, self-monitoring architectures and N-version programming. Dependability engineering, CSE, 2012 Slide 24