1. Time Safety Checking for Embedded Programs http://www.eecs.berkeley.edu/~fresco Thomas A. Henzinger, Christoph M. Kirsch, Rupak Majumdar and Slobodan Matic UC Berkeley

2. It’s Tricky

3. Embedded Software Environment Software Software Processes Environment Processes

4. Environment vs. Platform Time Environment Software Environment Time Platform Time Reactivity Schedulability

5. 1. Concurrent periodic tasks: -sensing -control law computation -actuating 2. Multiple modes of operation: -navigational modes (autopilot, manual, etc.) -maneuver modes (taxi, takeoff, cruise, etc.) -degraded modes (sensor, actuator, CPU failures) Giotto: Platform-independent Real-Time Programming

6. isInitDone Mode 4: TakeOff ADFilter 200Hz NavTakeOff 100Hz Mode 3: Motor ADFilter 200Hz NavRotorUp 100Hz isEndTakeOff Mode 5: ControlOff ADFilter 200Hz NavPilot1 100Hz isControlOn isControlOff isRotorUp& TakeOff Mode 2: Idle ADFilter 200Hz NavPilot0 100Hz Mode 1: Init ADFilter 200Hz NavInit 100Hz isStopMotor isStartMotor isStopMotor Mode 6: ControlOn ADFilter 200Hz NavControl 100Hz Helicopter System

7. The Giotto Programming Model 3. Programming in terms of environment time: Programmer’s fiction: -time-triggered task invocation -tasks are functions with a fixed duration -platform offers sufficient performance 4. Implementation in terms of platform time: Compiler must maintain programmer’s fiction: -needs access to global time, no other platform requirements -tasks may finish early, but outputs cannot be observed early -tasks may be preempted and distributed

8. Given: 1. Units of scheduled host code (application-level tasks). e.g. control law computation 2. Units of synchronous host code (system-level drivers). e.g. device drivers 3. Real-time requirements and data flow between tasks. Giotto: Glue code that calls 1. and 2. in order to realize 3. Task Input portsOutput ports Task Task driver loads task input ports. The Giotto Programmer’s Model: The FLET Assumption

9. Task Driver Input ports loaded. Driver execution in environment time 0. Task execution in environment time d. Output ports read. Sensor/output ports read. Sensor Actuator Actuator/input ports loaded. Time t Time t+d d Task duration Fixed Logical Execution Time Assumption

10. Task Driver Input ports loaded. Output ports read. Sensor Time t Time t+d d Task on CPU. Actuator Platform Timeline (chosen by Giotto compiler)

11. Navigation Control Helicopter Software Sensors Actuators i s a 10 5 Matlab Design

12. From Giotto to E Code Giotto compiler generates code for a virtual machine –The E Machine This allows flexibility in code generation strategies Of course, E code is much more general than Giotto –Allows triggering on arbitrary events (not just time triggered) –Can express complicated control flow (not just periodic tasks) Giotto Compiler Giotto code E code

13. A virtual machine that mediates the interaction of physical processes (sensors and actuators) and software processes (tasks and drivers) in real time Environment Software The Embedded Machine

14. Environment Ports Task Ports Driver Ports Embedded Machine task triggers environment triggers sense actuate read write call drivers The Embedded Machine schedule tasks e.g. clock e.g. task completion

15. Enable trigger: future( g,B:) B: Schedule task: schedule( T ) T Call driver: call( d ) d g The Embedded Machine: Three Instructions Execute driver d now. Hand task t over to the system scheduler (RTOS). Have code B executed as soon as trigger g becomes true.

16. Environment Software Flow of Control Control Flow Instructions sequencing if (pred, a1, a2) return

17. INACTIVE Synchronous vs. Scheduled Computation activates Scheduled computation User context Synchronous computation Kernel context Trigger related interrupts disabled g’ c: READY RUN g b: c e

18. Software Environment t call( s ) schedule( t ) future( g,b) call( a ) b: assa Synchronous vs. Scheduled Computation

19. environment triggers Environment Ports Task Ports Driver Ports Embedded Machine task triggers sense actuate read write call drivers schedule tasks e.g. clock e.g. task completion Embedded Machine State Environment Port States Task Port States E code Address Task Set Trigger Queue

20. Navigation Control Helicopter Software Sensors Actuators i s a 10 5 Matlab Design

21. Code Generation Strategy I aia s Navigation Control i ss 0ms 5ms10ms Generate code up to the next interesting event Trigger queue has at most one element

22. aia s Navigation Control i ss Code Generation Strategy I 0ms 5ms10ms b1:call( actuate ) call( sense ) call( input ) schedule( Control ) schedule( Navigation ) future( now+5,b2)

23. aia s Navigation Control i ss Code Generation Strategy I 0ms 5ms10ms b2:call( sense ) schedule( Navigation ) future( now+5,b1)

24. Code Generation Strategy II aia s Navigation Control i ss 0ms 5ms10ms Generate independent code for each task / actuator Trigger queue can have several elements More concurrency

25. aia s Navigation Control i ss Code Generation Strategy II 0ms 5ms10ms b1:call( actuate ) future( now+10,b1) b2:call( sense ) future( now+5,b2) b3:call( input ) future( now+10,b3) b5:schedule( Navigation ) future( now+5,b5) b4:schedule( Control ) future( now+10,b4)

26. Platform Time is Platform Memory Programming as if there is enough platform time Implementation checks whether there is enough of it For example, the helicopter code is correct if wcet(Control) + 2 * wcet(Navigation) · 10 Time-safe code: No driver/task accesses a scheduled task before completion. Maintains logical atomicity of tasks Depends on platform (worst case execution times) An E machine state is time-unsafe if the current instruction accesses a driver or task that accesses some port of an active task

27. Software Environment t assa Time Safety

28. Software Environment t assa Time Safety

29. Time Safety and Schedulability Time safety is the property of an execution trace A scheduling strategy (scheduler) is a function that maps every finite trace to some task in the ready queue. The schedulability problem of E code is, - Given an E program and WCETs for all tasks, - Check that there is a scheduler so that all resulting traces of the program are time safe. Of course, WCETs may be wrong: The E Machine has a runtime exception mechanism

30. The Time Safety Game Formulate the schedulability problem as a game between the environment and the scheduler. States: E Machine States h PortStates, Address, TaskState, TriggerQState i Initial state: h ¢, a 0, ;, ;i Bad states: Any time-unsafe state is bad The environment tries to force the game to a bad state The scheduler maps time units to ready tasks to prevent it

31. The Time Safety Game Formulate the schedulability problem as a game between the environment and the scheduler. States: E Machine States h PortStates, Address, TaskState, TriggerQState i Initial state: h ¢, a 0, ;, ;i Bad states: Any time-unsafe state is bad The environment tries to force the game to a bad state The scheduler maps time units to ready tasks to prevent it Transitions: –The environment updates environment ports –This may cause E code to run, the state resulting from the E code execution is the next state –After the E machine has run (and no triggers are active) the Scheduler assigns the next CPU cycle to an active task –This may cause some task to finish and some triggers to become active, so the E machine runs again

32. EXPTIME-Complete Theorem: The schedulability problem of propositional E code is EXPTIME-complete. EXPTIME: Can solve schedulability by solving a game on an exponential state space. Hardness: Can encode an alternating PSPACE Turing Machine.

33. Hardness Have an address for each tape+head configuration For existential moves, the environment chooses one of two options Universal moves is trickier Task1 Task2 Scheduler Trigger event on completion that writes task id to a port Choose Choice 1 Choose Choice 2 Task1 Task2 Finally, if TM accepts, go to an address that set up an unschedulable problem Note that this example also shows optimal schedulers may not Be EDF! Cannot define “deadlines” for tasks!

34. What is the Source of the Complexity? The scheduler “knows too much’’ It is unreasonable for the scheduler to see all the program state, and the definitions of the tasks and drivers The path insensitive E code schedulability problem ignores actual definitions of tasks/drivers and assumes all branches can be taken

35. Path Insensitive Schedulability Path insensitive schedulability is conservative –For the particular tasks and drivers, the program may be schedulable, but our analysis may reject –But the analysis is precise: there is some task/driver that causes a time safety violation Path insensitive E code schedulability is PSPACE-hard for general E code

36. Schedulability is Hard Schedulability (even path insensitive schedulability) for general E code is hard But what about E code generated from a structured language like Giotto?

37. E code schedulability Problem for Giotto From Giotto to E Code Giotto Compiler Giotto codeE code Time Safe? YES Platform Constraints (wcet) NO Executable

38. Polynomial Time Schedulability For Giotto, path insensitivity implies each syntactically reachable mode is reachable Schedulability Theorem for Giotto: The path insensitive E code schedulability problem for E code derived from Giotto can be solved in polynomial time. Need to check each syntactically reachable mode is schedulable Check that the utilization test holds for the mode Proof uses: Mode changes in Giotto are memoryless This ensures that this test is sufficient

39. Navigation Helicopter Software i Control a 105 s WCET : 3 Utilization Test: 010 Navigation Control In case of the helicopter: We check this for each mode, mode changes have no effect

40. Conclusion Platform independent models for embedded programming –Structured Giotto code at the high level –(Virtual) E code at the low level Time safety implements logical atomicity of tasks Checking time safety is –EXPTIME-complete for general E code –Polynomial time for Giotto if task and driver states are ignored The polynomial time check indicates Giotto captures a structured fragment The path insensitive time safety check is implemented in the Giotto compiler

41. http://www.eecs.berkeley.edu/~fresco