Matching Nondeterministic Services with Operating Guidelines

Interorganizational cooperation is more and more organized by the paradigm of services. The service-oriented architecture (SOA) provides a general framework for service interaction. It describes three roles, service provider, service requester, and service broker, together with the operations publish, find, and bind. We provide a formal method based on nondeterministic automata to model services and their interaction. We suggest operating guidelines as a convenient and intuitive artifact to realize publish. In our approach, the find operation reduces to a matching problem between the requester’s service and operating guidelines. In this paper, matching of deterministic as well as nondeterministic automata with operating guidelines is presented

Data granulation by the principles of uncertainty

Researches in granular modeling produced a variety of mathematical models, such as intervals, (higher-order) fuzzy sets, rough sets, and shadowed sets, which are all suitable to characterize the so-called information granules. Modeling of the input data uncertainty is recognized as a crucial aspect in information granulation. Moreover, the uncertainty is a well-studied concept in many mathematical settings, such as those of probability theory, fuzzy set theory, and possibility theory. This fact suggests that an appropriate quantification of the uncertainty expressed by the information granule model could be used to define an invariant property, to be exploited in practical situations of information granulation. In this perspective, a procedure of information granulation is effective if the uncertainty conveyed by the synthesized information granule is in a monotonically increasing relation with the uncertainty of the input data. In this paper, we present a data granulation framework that elaborates over the principles of uncertainty introduced by Klir. Being the uncertainty a mesoscopic descriptor of systems and data, it is possible to apply such principles regardless of the input data type and the specific mathematical setting adopted for the information granules. The proposed framework is conceived (i) to offer a guideline for the synthesis of information granules and (ii) to build a groundwork to compare and quantitatively judge over different data granulation procedures. To provide a suitable case study, we introduce a new data granulation technique based on the minimum sum of distances, which is designed to generate type-2 fuzzy sets. We analyze the procedure by performing different experiments on two distinct data types: feature vectors and labeled graphs. Results show that the uncertainty of the input data is suitably conveyed by the generated type-2 fuzzy set models.Comment: 16 pages, 9 figures, 52 reference

Operating guidelines for services

In the paradigm of service-oriented computing, companies organize their core competencies as services and may request other functionalities from services of other companies. Services provide high flexibility, platform independent loose coupling, and distributed execution. They may thus help to reduce the complexity of dynamically binding and integrating heterogenous processes within and across organizations. The vision of service-oriented architectures is to provide a framework for publishing new services, for on demand searching for and discovery of existing services, and for dynamically binding services to achieve common business goals. That way, each individual organization gains more flexibility to dynamically react on new challenges. As services may be created or modified, or collaborations may be restructured at any point in time, a new challenge arises in this setting—the challenge for deciding the compatibility of the composed services before their actual binding. Recent literature distinguishes four different aspects of service compatibility: syntactical, behavioral, semantical, and non-functional compatibility. In this thesis, we focus on behavioral compatibility and abstract from the other aspects. Potential behavioral incompatibilities between services include deadlocks (two services wait for a message of each other), livelocks (two services keep exchanging messages without progressing), and pending messages that have been sent but cannot be received anymore. For stateful services that interact via asynchronous message passing, deciding behavioral compatibility is far from trivial. Local changes to one service may introduce errors in some or even all other services of an interaction. The verification of behavioral compatibility suffers from state explosion problems and is restricted by privacy issues. That is, the parties of an interaction are essentially autonomous and may be competitors in other business fields. Consequently, they do not want to reveal the internals of their processes to the other participants in order to hide trade secrets. To systematically approach this challenge, we introduce a formal framework based on Petri nets and automata for service modeling and formalize behavioral compatibility as deadlock freedom of the composition of the services. The main contribution of this thesis is to introduce the concept of the operating guideline of a service. Operating guidelines provide a formal characterization of the set of all behaviorally compatible services R for a given service S. Usually, this set is infinite. However, the operating guideline OGS of a service S serves as a finite representation of this infinite set. Furthermore, the operating guideline of S reveals only internals that are inevitably necessary to decide behavioral compatibility with S. We provide a construction method of operating guidelines for finite-state services with bounded communication. Operating guidelines can be used in many applications in the context of serviceoriented computing. The most fundamental application is to support the discovery of behaviorally compatible services. To this end, we develop a matching procedure that efficiently decides whether a given service R is characterized by the operating guideline OGS of a service S. If R matches, then both services R and S are behaviorally compatible and can be bound together to interact with each other. If R does not match with OGS, then the services are behaviorally incompatible and may run into severe behavioral errors and not reach their common business goal. Operating guidelines can furthermore be applied in the novel research areas of service substitutability and the generation of adapter services, for instance. To this end, we develop methods to compare the sets of services characterized by the operating guidelines OGS and OGS0 . If OGS0 characterizes more services than OGS, then the service S can be substituted by the service S0 without loosing any behaviorally compatible interaction partner R. Furthermore, we show how to synthesize a service R from the operating guideline OGS such that R is behaviorally compatible to S by construction. All results presented in this thesis are implemented in our service analysis tool Fiona. Fiona may compute operating guidelines for services modeled as Petri nets. It may match a service with an operating guideline, compare operating guidelines for equivalence or an inclusion relation, and synthesize service adapters for behaviorally incompatible services. Together with the tool BPEL2oWFN— which translates web services specified in BPEL into Petri net models of the services—we can immediately apply our results to services that stem from practic

Correctness of services and their composition

We study correctness of services and their composition and investigate how the design of correct service compositions can be systematically supported. We thereby focus on the communication protocol of the service and approach these questions using formal methods and make contributions to three scenarios of SOC.Wir studieren die Korrektheit von Services und Servicekompositionen und untersuchen, wie der Entwurf von korrekten Servicekompositionen systematisch unterstützt werden kann. Wir legen dabei den Fokus auf das Kommunikationsprotokoll der Services. Mithilfe von formalen Methoden tragen wir zu drei Szenarien von SOC bei

Service substitution : a behavioral approach based on Petri Nets

Service-Oriented Computing is an emerging computing paradigm that supports the modular design of (software) systems. Complex systems are designed by composing less complex systems, called services. Such a (complex) system is a distributed application often involving several cooperating enterprises. As a system usually changes over time, individual services will be substituted by other services. Substituting one service by another one should not affect the correctness of the overall system. Assuring correctness becomes particularly challenging, as the services rely on each other, and each of the involved enterprises only oversees a part of the overall system. In addition, services communicate asynchronously which makes the analysis even more difficult. For this reason, formal methods to support service substitution are indispensable. In this thesis, we study service substitution at the level of service models. Thereby we restrict ourselves to service behavior. As a formalism to model service behavior, we use Petri nets. The first contribution of this thesis is the definition of several substitutability criteria that are suitable in the context of Service-Oriented Computing. Substituting a service S by a service S0 should preserve some behavioral properties of the overall system. For each set of behavioral properties and a given service S, there exists a set of behaviorally compatible services for S. A substitutability criterion defines which of these behaviorally compatible services of S have to be preserved by S0. We relate our substitutability criteria to preorders and equivalences known from process theory. The second contribution of this thesis is to present, for each substitutability criterion, a procedure to decide whether a service S0 can substitute a service S. The decision requires the comparison of the in general infinite sets of behaviorally compatible services for the services S and S0. Hence, we extend existing work on an abstract representation of all behaviorally compatible services for a given service. For each notion of behavioral compatibility, we present an algorithmic solution to represent all behaviorally compatible services. Based on these representations, we can decide substitutability of a service S by a service S0. The third contribution of this thesis is a method to support the design of a service S0 that can substitute a service S according to a substitutability criterion. Our approach is to derive a service S0 from the service S by stepwise transformation. To this end, we present several transformation rules. Finally, we formalize and we extend the equivalence notion for services specified in the language WS-BPEL. That way, we demonstrate the applicability of our work

Correctness of services and their composition

We study correctness of services and their composition and investigate how the design of correct service compositions can be systematically supported. We thereby focus on the communication protocol of the service and approach these questions using formal methods and make contributions to three scenarios of SOC.Wir studieren die Korrektheit von Services und Servicekompositionen und untersuchen, wie der Entwurf von korrekten Servicekompositionen systematisch unterstützt werden kann. Wir legen dabei den Fokus auf das Kommunikationsprotokoll der Services. Mithilfe von formalen Methoden tragen wir zu drei Szenarien von SOC bei