diff options
Diffstat (limited to 'Documentation/trace/rv/runtime-verification.rst')
| -rw-r--r-- | Documentation/trace/rv/runtime-verification.rst | 231 |
1 files changed, 231 insertions, 0 deletions
diff --git a/Documentation/trace/rv/runtime-verification.rst b/Documentation/trace/rv/runtime-verification.rst new file mode 100644 index 000000000..c46b61494 --- /dev/null +++ b/Documentation/trace/rv/runtime-verification.rst @@ -0,0 +1,231 @@ +==================== +Runtime Verification +==================== + +Runtime Verification (RV) is a lightweight (yet rigorous) method that +complements classical exhaustive verification techniques (such as *model +checking* and *theorem proving*) with a more practical approach for complex +systems. + +Instead of relying on a fine-grained model of a system (e.g., a +re-implementation a instruction level), RV works by analyzing the trace of the +system's actual execution, comparing it against a formal specification of +the system behavior. + +The main advantage is that RV can give precise information on the runtime +behavior of the monitored system, without the pitfalls of developing models +that require a re-implementation of the entire system in a modeling language. +Moreover, given an efficient monitoring method, it is possible execute an +*online* verification of a system, enabling the *reaction* for unexpected +events, avoiding, for example, the propagation of a failure on safety-critical +systems. + +Runtime Monitors and Reactors +============================= + +A monitor is the central part of the runtime verification of a system. The +monitor stands in between the formal specification of the desired (or +undesired) behavior, and the trace of the actual system. + +In Linux terms, the runtime verification monitors are encapsulated inside the +*RV monitor* abstraction. A *RV monitor* includes a reference model of the +system, a set of instances of the monitor (per-cpu monitor, per-task monitor, +and so on), and the helper functions that glue the monitor to the system via +trace, as depicted bellow:: + + Linux +---- RV Monitor ----------------------------------+ Formal + Realm | | Realm + +-------------------+ +----------------+ +-----------------+ + | Linux kernel | | Monitor | | Reference | + | Tracing | -> | Instance(s) | <- | Model | + | (instrumentation) | | (verification) | | (specification) | + +-------------------+ +----------------+ +-----------------+ + | | | + | V | + | +----------+ | + | | Reaction | | + | +--+--+--+-+ | + | | | | | + | | | +-> trace output ? | + +------------------------|--|----------------------+ + | +----> panic ? + +-------> <user-specified> + +In addition to the verification and monitoring of the system, a monitor can +react to an unexpected event. The forms of reaction can vary from logging the +event occurrence to the enforcement of the correct behavior to the extreme +action of taking a system down to avoid the propagation of a failure. + +In Linux terms, a *reactor* is an reaction method available for *RV monitors*. +By default, all monitors should provide a trace output of their actions, +which is already a reaction. In addition, other reactions will be available +so the user can enable them as needed. + +For further information about the principles of runtime verification and +RV applied to Linux: + + Bartocci, Ezio, et al. *Introduction to runtime verification.* In: Lectures on + Runtime Verification. Springer, Cham, 2018. p. 1-33. + + Falcone, Ylies, et al. *A taxonomy for classifying runtime verification tools.* + In: International Conference on Runtime Verification. Springer, Cham, 2018. p. + 241-262. + + De Oliveira, Daniel Bristot. *Automata-based formal analysis and + verification of the real-time Linux kernel.* Ph.D. Thesis, 2020. + +Online RV monitors +================== + +Monitors can be classified as *offline* and *online* monitors. *Offline* +monitor process the traces generated by a system after the events, generally by +reading the trace execution from a permanent storage system. *Online* monitors +process the trace during the execution of the system. Online monitors are said +to be *synchronous* if the processing of an event is attached to the system +execution, blocking the system during the event monitoring. On the other hand, +an *asynchronous* monitor has its execution detached from the system. Each type +of monitor has a set of advantages. For example, *offline* monitors can be +executed on different machines but require operations to save the log to a +file. In contrast, *synchronous online* method can react at the exact moment +a violation occurs. + +Another important aspect regarding monitors is the overhead associated with the +event analysis. If the system generates events at a frequency higher than the +monitor's ability to process them in the same system, only the *offline* +methods are viable. On the other hand, if the tracing of the events incurs +on higher overhead than the simple handling of an event by a monitor, then a +*synchronous online* monitors will incur on lower overhead. + +Indeed, the research presented in: + + De Oliveira, Daniel Bristot; Cucinotta, Tommaso; De Oliveira, Romulo Silva. + *Efficient formal verification for the Linux kernel.* In: International + Conference on Software Engineering and Formal Methods. Springer, Cham, 2019. + p. 315-332. + +Shows that for Deterministic Automata models, the synchronous processing of +events in-kernel causes lower overhead than saving the same events to the trace +buffer, not even considering collecting the trace for user-space analysis. +This motivated the development of an in-kernel interface for online monitors. + +For further information about modeling of Linux kernel behavior using automata, +see: + + De Oliveira, Daniel B.; De Oliveira, Romulo S.; Cucinotta, Tommaso. *A thread + synchronization model for the PREEMPT_RT Linux kernel.* Journal of Systems + Architecture, 2020, 107: 101729. + +The user interface +================== + +The user interface resembles the tracing interface (on purpose). It is +currently at "/sys/kernel/tracing/rv/". + +The following files/folders are currently available: + +**available_monitors** + +- Reading list the available monitors, one per line + +For example:: + + # cat available_monitors + wip + wwnr + +**available_reactors** + +- Reading shows the available reactors, one per line. + +For example:: + + # cat available_reactors + nop + panic + printk + +**enabled_monitors**: + +- Reading lists the enabled monitors, one per line +- Writing to it enables a given monitor +- Writing a monitor name with a '!' prefix disables it +- Truncating the file disables all enabled monitors + +For example:: + + # cat enabled_monitors + # echo wip > enabled_monitors + # echo wwnr >> enabled_monitors + # cat enabled_monitors + wip + wwnr + # echo '!wip' >> enabled_monitors + # cat enabled_monitors + wwnr + # echo > enabled_monitors + # cat enabled_monitors + # + +Note that it is possible to enable more than one monitor concurrently. + +**monitoring_on** + +This is an on/off general switcher for monitoring. It resembles the +"tracing_on" switcher in the trace interface. + +- Writing "0" stops the monitoring +- Writing "1" continues the monitoring +- Reading returns the current status of the monitoring + +Note that it does not disable enabled monitors but stop the per-entity +monitors monitoring the events received from the system. + +**reacting_on** + +- Writing "0" prevents reactions for happening +- Writing "1" enable reactions +- Reading returns the current status of the reaction + +**monitors/** + +Each monitor will have its own directory inside "monitors/". There the +monitor-specific files will be presented. The "monitors/" directory resembles +the "events" directory on tracefs. + +For example:: + + # cd monitors/wip/ + # ls + desc enable + # cat desc + wakeup in preemptive per-cpu testing monitor. + # cat enable + 0 + +**monitors/MONITOR/desc** + +- Reading shows a description of the monitor *MONITOR* + +**monitors/MONITOR/enable** + +- Writing "0" disables the *MONITOR* +- Writing "1" enables the *MONITOR* +- Reading return the current status of the *MONITOR* + +**monitors/MONITOR/reactors** + +- List available reactors, with the select reaction for the given *MONITOR* + inside "[]". The default one is the nop (no operation) reactor. +- Writing the name of a reactor enables it to the given MONITOR. + +For example:: + + # cat monitors/wip/reactors + [nop] + panic + printk + # echo panic > monitors/wip/reactors + # cat monitors/wip/reactors + nop + [panic] + printk |