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Unraveling Unstructured Process Models Marlon Dumas University of Tartu, Estonia Joint work with Artem Polyvyanyy and Luciano García-Bañuelos Invited Talk,

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Presentation on theme: "Unraveling Unstructured Process Models Marlon Dumas University of Tartu, Estonia Joint work with Artem Polyvyanyy and Luciano García-Bañuelos Invited Talk,"— Presentation transcript:

1 Unraveling Unstructured Process Models Marlon Dumas University of Tartu, Estonia Joint work with Artem Polyvyanyy and Luciano García-Bañuelos Invited Talk, BPMN’2010 Workshop, Potsdam, 14 Oct. 2010

2 Poll: Which desk do you prefer? 2

3 Poll: Which model do you prefer? 3

4 The Problem Sometimes, structured is “preferable” –Easier to understand –Easier to analyze –Easier to automatically layout –Easier to abstract (zoom-out) But not all models are structured – often for a good reason! We know not all models can be structured… Which ones can, which ones can’t? 4

5 Analysis of Structured Models 5 CT parallel = Max{T 1, T 2,…, T M } CT = p 1 T 1 +p 2 T 2 +…+p m T m = CT = T/(1-r) CT = T 1 +T 2 +…+ T m Laguna & Marklund (2005): Business Process Modeling, Simulation and Design

6 Automated Layout and Abstraction 6 Wil van der Aalst et al., Process Mining Tutorial

7 A Bit of History 7 19681969 1970s (and 80s)

8 20 years (and 200 papers) later… Everything can be structured if you accept to break and continue Everyone forgot to release their implementation (they were ashamed since it was full of GOTOs) 8

9 40 years (and 400 papers) later We can structure any BPMN diagram, except: –“Incorrect” ones –Cycles with multiple exit points –Z-structures –Inclusive join gateways, complex gateways and other demons Try it out: http://sep.cs.ut.ee/Main/bpstruct http://sep.cs.ut.ee/Main/bpstruct 9

10 Corollary (if you care) Any (sound) BPMN model can be transformed into an equivalent (readable) BPEL process definition 10 If BPEL had break/continue statements or we use boolean variables to simulate break/continue statememts And the BPMN model does not have inclusive join gateways, complex gateways and other demons And some other minor details not worth mentioning

11 11 Behavioral Equivalence Preserves the level of concurrency in a process model Sequential simulation of a process model Fully concurrent bisimilar (FCB) Weakly bisimilar Weakly bisimilar Sequential simulation of a process model

12 Starting Point – Process Structure Tree 12 Johnson et al. (PLDI’1994), Vanhatalo et al. (BPM’2008)

13 13 Taxonomy of Process Fragments ■ Trivials, polygons, and bonds are structured fragments ■ Rigids are “unstructured” 13

14 Homogeneous XOR Rigid 14

15 Homogeneous AND Rigid 15

16 Block-structured version… 16

17 Homogeneous AND Rigid that cannot be structured Causal rules: –{A, B}  { C } –{ B }  { D } Overlap on the left-hand side of the rules

18 Compare to this… Causal relations –{A, B}  {C, D}

19 Heterogeneous Acyclic Rigid 19

20 Equivalent Structured Fragment 20

21 The Key Ingredient: Unfoldings An unfolding is a representation of a net without “merge” points A complete prefix unfolding is a finite initial part of the unfolding that contains full information about the reachable states 21

22 Ordering Relations ■ Two transitions of an occurrence net are in one of the following relations: □ A and B are in causal relation (A>B), iff there exists a path from A to B □ A and B are in conflict (A#B), iff there are two transitions t1, t2 that share an input place and there is a path from t1 to A and a path from t2 to B □ A and B are in concurrency (A||B) relation iff A and B are neither in causal, nor in conflict relation A>C1 B>D2 B#A A#D2 C2||D2 D2||C2 22

23 FCB and Ordering Relations Two process models are FCB-equivalent … … if and only if, (complete prefix) unfoldings of both models expose same ordering relations 23

24 Structuring Process Models Compute ordering relations of the (unstructured) process model Construct a block-structured process model from ordering relations 24

25 Ordering Relations Graph An ordering relations graph 25

26 Modular Decomposition Tree (MDT)  The MDT is unique and can be computed in linear time The MDT ■ A linear (L) module is a total order on a set of nodes of a graph ■ A complete (C) module is a complete graph, or a clique ■ A primitive (P) module is neither trivial, nor linear, nor complete  A module is a set of edges with uniform structure 26

27 27 Structuring Acyclic Process Models A primitive module Let G be an ordering relations graph. The MDT of G has no primitive module, iff there exists a well-structured process model W such that G is the ordering relations graph of W.

28 Heterogeneous Cyclic Rigid 28

29 For further details… Download and try: http://sep.cs.ut.ee/Main/bpstruct http://code.google.com/p/bpstruct/ Perspectives: Analyze Decompose (e.g. for distributed execution) Refactor (extract duplicate fragments into subprocesses) Visualize 29


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