Specification and scheduling of workflows under resource allocation constraints

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Tezin Türü: Doktora

Tezin Yürütüldüğü Kurum: Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye

Tezin Onay Tarihi: 2003

Öğrenci: PINAR KARAGÖZ ŞENKUL

Danışman: İSMAİL HAKKI TOROSLU

Özet:

Workflow is a collection of tasks organized to accomplish some business process. It also defines the order of task invocation or conditions under which task must be invoked, task synchronization, and information flow. Before the execution of the workflow, a correct execution schema, in other words, the schedule of the workflow, must be determined. Workflow scheduling is finding an execution sequence of tasks that obeys the business logic of workflow. Research on specification and scheduling of workflows has concentrated on temporal and causality constraints, which specify existence and order dependencies among tasks. However, another set of constraints that specify resource allocation is also equally important. The resources in a workflow environment are agents such as person, machine, software, etc. that execute the task. Execution of a task has a cost and this may vary depending on the resources allocated in order to execute that task. Resource allocation constraints define restrictions on how to allocate resources, and scheduling under resource allocation constraints provide proper resource allocation to tasks. In this thesis, we present two approaches to specify and schedule workflows under resource allocation constraints as well as temporal and causality constraints. In the first approach, we present an architecture whose core and novel parts are a specifi- cation language with the ability to express resources and resource allocation constraints and a scheduler module that contains a constraint solver in order to find correct resource assignments. In the second approach, we developed a new logical formalism, called Concurrent Constraint Transaction Logic (CCTR) which integrates constraint logic programming (CLP) and Concurrent Transaction Logic, and a logic-based work- flow scheduler that is based on this new formalism. CCTR has the constructs to specify resource