WO2007120390A1 - Declarative model for concurrency-control across lightweight threads - Google Patents
Declarative model for concurrency-control across lightweight threads Download PDFInfo
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- WO2007120390A1 WO2007120390A1 PCT/US2007/004633 US2007004633W WO2007120390A1 WO 2007120390 A1 WO2007120390 A1 WO 2007120390A1 US 2007004633 W US2007004633 W US 2007004633W WO 2007120390 A1 WO2007120390 A1 WO 2007120390A1
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- work items
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/52—Program synchronisation; Mutual exclusion, e.g. by means of semaphores
- G06F9/526—Mutual exclusion algorithms
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
- G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/50—Allocation of resources, e.g. of the central processing unit [CPU]
- G06F9/5005—Allocation of resources, e.g. of the central processing unit [CPU] to service a request
- G06F9/5027—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals
- G06F9/5038—Allocation of resources, e.g. of the central processing unit [CPU] to service a request the resource being a machine, e.g. CPUs, Servers, Terminals considering the execution order of a plurality of tasks, e.g. taking priority or time dependency constraints into consideration
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F2209/00—Indexing scheme relating to G06F9/00
- G06F2209/52—Indexing scheme relating to G06F9/52
- G06F2209/522—Manager
Definitions
- workflow models are based on either language-based approaches (e.g., BPEL4WS, XLANG/S, and WSFL) or application based approaches.
- Language based approaches are high-level workflow languages with a closed set of predefined constructs which help model the workflow process to the user/programmer.
- the workflow languages carry all of the semantic information for the closed set of constructs to enable the user to build a workflow model.
- the languages are not extensible by the developers and represent a closed set of primitives that constitute the workflow model.
- the languages are tied to the language compiler shipped by the workflow system vendor. Only the workflow system product vendor may extend the model by extending the language with a new set of constructs in a future version of the product. This often requires upgrading the compiler associated with the language.
- the languages usually do not declaratively expose or define functions or operations that can be readily and efficiently used by other programs.
- Application based approaches are applications which have the workflow capabilities within the application to solve a domain specific problem. These applications are not truly extensible nor do they have a programmable model.
- workflow processes deal with cross cutting orthogonal and tangled concerns that span multiple steps of a. workflow process model. For example, while parts of the workflow process are designed to participate in long running transactions, other parts of the same process are designed for concurrent execution or for accessing a shared resource.
- workflow modeling approaches are impractical as they require a complete flow-based description of an entire business process including all exceptions and human interventions. Some of these approaches provide additional functionality as exceptions arise, while other approaches exclusively employ a constraint-based approach instead of a flow-based approach to modeling a business process.
- Existing systems implement either the flow-based or constraint-based approach. Such systems are too inflexible to model many common business situations. These systems also lack the capability to asynchronously handle exceptions or cancellations.
- Embodiments of the invention synchronously execute work items accessing a shared resource using a synchronization handle for an execution thread.
- aspects of the invention use the synchronization handle to identify the shared resource such that the execution thread for the work item is enabled to access the shared resource without interfering accesses by other threads associated with other work items.
- FIG. 1 is a block diagram illustrating an existing programming paradigm.
- FIG. 2 is an exemplary block diagram illustrating a virtualization of a workflow design framework according to an embodiment of the invention.
- FIG. 3 is an exemplary diagram illustrating an exemplary workflow according to an embodiment of the invention.
- FIG. 4 is a diagram illustrating a system for processing workflow activities according to an embodiment of the invention.
- FIG. 5 is a diagram illustrating a hierarchical structure of a workflow activity according to an embodiment of the invention.
- FIG. 6 is a diagram illustrating an exemplary state automaton describing processing states of work items associated with an activity according to an embodiment of the invention.
- FIG. 7A is a block diagram illustrating a synchronous execution of work items in an activity in a workflow according to an embodiment of the invention.
- FIG. 7B is a diagram illustrating sorting of a synchronization queue according to an embodiment of the invention.
- FIG. 8 is a flow diagram illustrating a method for synchronously executing activities accessing a particular shared resource according to an embodiment of the invention.
- FIG. 9 is a block diagram illustrating an exemplary computer-readable medium on which aspects of the invention may be stored.
- Appendix A illustrates a set of operations SynchronizationScope showing an exemplary implementation of synchronization or interleaving of shared state across threads in a declarative manner.
- Appendix B illustrates an exemplary set of steps of synchronization of thread execution according to the activity hierarchy.
- FIG. 1 a block diagram illustrates an existing programming paradigm for designing programs for process-centric activities, such as a workflow.
- the diagram shows a three-level virtualization model of existing program paradigm with a level of a managed execution environment being the highest level and a processing unit being the lowest level.
- programs, especially process-centric programs handling workflow processes lack the ability and efficiency to accommodate complex interactions between processes in a workflow.
- certain constraints are associated with designing software or application programs.
- the programming codes or routines are dependent on the type or configuration of processing units 102, being specific to the type of computing architecture (e.g., IBM® compatible, APPLE® computers, or other systems), or other constraints.
- programming languages typically need to accurately identify and utilize data structures such as stacks, heap, thread base, or other hardware-specific structures for the operating system 104 to function properly.
- a managed execution environment 106 e.g., a runtime environment where programs may share functions or common object-oriented classes
- programs written one programming language may call functions in other programs written in a different programming language.
- these programs in different programming languages are compiled to an intermediate language such that the managed execution environment 106 may expose parameters, arguments, or schemas or functions to the different programs so that the programs may interact with one another.
- this execution environment 106 creates a common communication environment between programs, the execution environment 106 includes various strict requirements that may not be suitable for handling the complexity and capability of process-centric programs. For example, the execution environment 106 requires programs be confirmed to a specific file format. The execution environment 106 also requires that functions or operations in the programs use a fixed set of functions or a class of functions defined by the execution environment 106.
- Embodiments of the invention build on an extensible foundation or framework 202 in FIG. 2 to overcome the shortcomings of existing programming model.
- aspects of the invention enable program developers to design programs with specific functions without compromising its functionalities and specifics.
- activities such as workflow tasks or processes, as the base class to be executed in the workflow framework
- developers can easily and efficiently build domain specific (e.g., specific execution environments such as programs in the healthcare industrial, financial industry, or the like) operation codes (hereinafter "op-code”) without adhering to the rigid, hard-coded, inflexible, and the fixed set of functions or activities classes in the existing execution environment.
- the workflow foundation embodying aspects of the invention is a continuation based runtime layered on top of any existing framework (e.g., either a managed execution environment, operating system environment, or hardware processing unit level).
- FIG. 3 illustrates a simplistic view of a workflow 300 according to an embodiment of the invention.
- the workflow 300 may be a workflow for processing a purchase order, and this purchase order workflow 300 may include processes or activities such as receive a purchase order, send confirmation to a customer, approve the purchase order by a manager, or the like. Further, these activities may be sequenced such that some may be performed at the same time as others, while some others may be performed only up on the completion of other activities.
- the workflow 300 may start from a starting point 302.
- the starting point 302 for a purchase-order workflow may be receiving an order from a customer.
- the workflow 300 may also include a conditional statement 304 (such as an "IF statement” or a "WHILE statement"), and it can be subdivided into additional conditional statements 306 and 308.
- the workflow 300 may also include a parallel structure 310, which further includes one or more activities 312.
- the parallel structure 310 may indicate that activities such as checking the inventory and updating checking available shipper may be processed in parallel. In the example shown, activities such as "Send E-mail" and "Get Approval" may be processed in parallel.
- the activities may be arranged hierarchically in a tree structure (see FIG. 5) 500.
- an activity method is in a root node 502 with two children or leaf nodes 504 and 506.
- the activity methods in the children nodes 504 and 506 may be executed according to the hierarchical structure.
- the children nodes 504 and 506 may also include other children nodes having respective work items to be executed.
- activities include one or more of the following types: a simple activity, container activity and root activity.
- a simple activity may include simple or container activities.
- the entire workflow process may be used as an activity to build higher-order workflow processes.
- an activity may be interruptible or non-interruptible.
- a non- interruptible composite activity does not include interruptible activities.
- a non- interruptible activity lacks services that would cause the activity to block.
- activities may be primitive activities or grouped into a composite activity.
- a primitive or basic activity has no substructure (e.g., child activities), and thus is a leaf node in a tree structure.
- a composite activity contains substructure (e.g., it is the parent of one or more child activities).
- the workflow framework defines an execution context or environment that is a scope or boundary for each of the work items.
- This scope or boundary includes and exposes information (e.g., in the form of data, metadata, or the like) such as the shared data or resources to be accessed by the work items, associated properties, handlers, constraints and interactions between autonomous agents.
- information e.g., in the form of data, metadata, or the like
- each activity may be configured by a user code in any programming language that supports the underlying managed framework.
- the user code may represent business or application logic or rules written in a specific domain or execution environment.
- Each activity may support pre-interception hooks and post- interception hooks into execution in the user code.
- FIG. 4 is a diagram illustrating a system 400 for processing workflow activities according to an embodiment of the invention.
- the system 400 includes a processor 402, which may be a processing unit or a collection of processing units.
- the system 400 also includes a memory area 404 for storing data accessible by the processor 402.
- the system 400 may be a computer having one or more processors or processing units (e.g., processor 402) and a system memory (e.g., memory area 404) and having at least other components known to those skilled in the art coupling various system components including the system memory to the processor 402.
- the memory area 404 may include computer readable media, either volatile, nonvolatile, removable, or non-removable media, implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data.
- computer storage media include RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disks (DVD) or other optical disk storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices, or any other medium that may be used to store the desired information and that may be accessed by the system 400.
- the memory 404 may also include communication media embodying computer readable instructions, data structures, program modules, or other data in a modulated data signal such as a carrier wave or other transport mechanism and include any information delivery media.
- a modulated data signal such as a carrier wave or other transport mechanism
- Wired media such as a wired network or direct-wired connection
- wireless media such as acoustic, RF, infrared, and other wireless media
- Combinations of any of the above are also included within the scope of computer readable media.
- the memory area 404 stores a plurality of activities 406 for processing in a workflow (e.g., the workflow 300).
- Each of the plurality of activities 406 includes one or more work items, and the work items may be organized in a hierarchical structure such as a tree structure (see FIG. 5).
- the processor 402 accesses or executes a scheduler 408, which is configured to set up an organized set of activities.
- the processor 408 accesses the work items in the plurality of activities 406 via a component or a set of computer-executable instructions such as the scheduler 408 to enqueue the work items 422 to a queue 410.
- a dispatcher 412 accessible by the processor 402, dispatches the work items 422 for execution.
- a work item 422-1 may include an activity method 424, routine, or a collection of codes for performing a function of "requesting input from a user".
- One or more other activity methods, routines, or codes may be included in each of the work items 422 without departing from the scope of the invention.
- the processor 402 executes each of the methods 424 in the work items 422 at 414.
- the processor 402 may provide a user via a user interface (UI) to input the requested information or data.
- the processor 402 may connect to or access an external data source for requesting input from the user.
- the processor 402 concludes execution of the work items 422 at 416.
- the processor 402 passivates the executing state of work items at 418 to a data store 420.
- the processor 402 executes the work items 422 according to a state automaton, such as the automaton shown in FIG. 6, which is a diagram illustrating an exemplary state automaton 600 describing processing states of work items associated with an activity according to an embodiment of the invention.
- the state automaton 600 may include an initialized state, an executing state, and a closed state (as shown in FIG. 4).
- the state automaton 600 includes an initialized state 602, an executing state 604, a cancelling state 606, a faulting state 608, a compensating state 610, and a closed state 612.
- the state automaton 600 describes a process flow of execution of work items (e.g., work items 422) in a workflow activity.
- the work item 422-1 as illustrated in FIG. 4, is first initialized when it is enqueued in the queue 410.
- the work item 422-1 is next dequeued to the dispatcher 412 before being executed in the executing state (e.g., executing state 604 in FIG. 6).
- the work item 422-1 may proceed to the canceling state 606 or the faulting state 608.
- the work item 422-1 may proceed from the canceling state 606 to the faulting state 608.
- the compensating state 610 describes a set of operations or functions to be performed when faulting or exception has occurred. For example, suppose an exception occurs during the execution of a work item (e.g., work item 422-1), such as a parameter for a function is missing. The system 400 transitions the work item 422-1 to the faulting state 608. In doing so, the system 400 also performs garbage collection (e.g., removing previously executed portion of the operations from cache or memory, reset parameter values, or the like) operations in the compensating state 610 before transitioning the work item 422-1 to the closed state 612.
- garbage collection e.g., removing previously executed portion of the operations from cache or memory, reset parameter values, or the like
- programs designed according to the workflow framework embodying aspects of the invention may be visited by any number of threads from lower levels (e.g., a managed execution environment, such as a common language runtime (CLR) or OS level)
- a scheduler e g , scheduler 408 may use a dedicated CLR thread for a given run or execution of activities
- an execution handler for an activity corresponding to an activity may be viewed as a thread under the workflow framework (WF) embodying aspects of the invention As such, WF threads interleave at wait points or upon explicit out of order scheduling in an asynchronous fashion by a parent composite activity.
- WF workflow framework
- FIG. 7A 1 a block diagram illustrates a synchronous execution of work items in an activity in a workflow according to an embodiment of the invention
- the synchronous execution of work items enable an interleave execution of threads associated with the workflow
- the workflow defines a SynchronizationScopeActivity to synchronize access to the shared state within an instance of an activity as illustrated in Appendix A For example, suppose two activities in the workflow wish to access a directory in a data store to perform two different operations In this example, Activity] may wish to access files in the directory before updating information in the read files.
- Appendix A illustrates a set of operations SynchronizationScope showing an exemplary implementation of synchronization or interleaving of shared state across threads in a declarative manner
- OS locks While providing basic functionalities to achieve the desired purpose, are hard-coded, inflexible, and unsuitable for the extensible workflow foundation or framework
- threads in the OS level commonly include context switches associated with the OS locks (e g , recorded or identified memory addresses, previous memory addresses, stack allocations, or the like).
- the OS locks do not survive the passivation process because all of the pointers, stacks, etc., associated with the OS locks fail to restore the values previously assigned in the locks before passivation.
- workflows may execute on different machines during their lifetime, OS locks are valid only for the machine that they were created on.
- Embodiments of the invention assign synchronization handles 718 to work items within the activity to ensure that execution threads synchronously access the shared resources without conflict or deadlock. Aspects of the invention enable developers to design virtual and weightless threads on top of threads of a physical or managed execution environment.
- the execution threads are lightweight for not attaching or associating any physical or hardware references. As such, the execution threads survive passivation cycles or can be persisted after being stored in a data store.
- a program includes a callback function, and, during the execution of the callback function, it is determined that the program needs to be passivated to a data store.
- a diagram illustrates synchronous execution of threads when more than one threads attempt to access a shared resource.
- a collection 902 of work items in an activity is scheduled to be processed.
- the work items in the activity may be organized in a tree structure, such as the activity 502 shown in FIG. 5.
- a scheduler 704 accesses the collection 702 of work items and enqueues the work items in a scheduler queue 706 to be processed.
- the synchronization handle 718 is assigned to each of the activities in the scheduler queue 906, indicating that a particular shared resource is to be accessed by the activity.
- a work item 708-2 and work item 708-N access a shared resource (e.g., a memory location).
- a shared resource e.g., a memory location
- both work items 708-2 and 708-N include synchronization handles 718.
- a work item 708-3 which does not access a shared resource with other work items, does not include a synchronization handle 718, and that the particular shared resource being shared by one or more of the work items.
- the synchronization handle 718 is a string token, akin to a named mutual exclusion object ("mutex").
- a synchronization filter 720 is applied to the work items with the assigned synchronization handle 718.
- a token value is computed for each of the work items based on the assigned synchronization handle 718.
- the token value is computed based on the assigned synchronization handle 718 and a location of the work item in the hierarchy in the activity.
- a token component (as shown in FIG. 9) or a lock manager monitors or manages the synchronization handle 718 and the shared resources for each of the work items in the activity tree.
- the work items with the computed token values are next sorted in a synchronization queue 712 based on the computed token value associated with each of the work items.
- a function AcquireLock may be used in sorting and determining whether accesses to the shared resource are allowed. For example, as illustrated in FIG. 7 A, because of the computed token values, the AcquireLock function sorts the work item 708-2 in a position preceding the work item 708-N in the synchronization queue 712.
- the AcquireLock function performs the sorting of the work items in the synchronization queue 712 by first collecting all the synchronization handles 718 belonging to the same activity. As such, deadlocks do not occur.
- FIG. 7B is a diagram illustrating sorting of the synchronization queue 712 by the AcquireLock function according to an embodiment of the invention.
- a simplistic activity tree 732 includes a root/parent node 722 and two children nodes 724 and 726, and each includes a work item i and a work iteni2, respectively.
- the AcquireLock function As discussed above, some of the work items in the activity tree may not include a synchronization handle. As such, if any work item in the children/leaf node of the activity tree does not have a synchronization handle, the AcquireLock function would not proceed further in the hierarchical structure of the activity tree. In one embodiment, during the sorting, the AcquireLock function also removes duplicate work items to avoid any deadlocks in the synchronization queue 712.
- the AcquireLock function In continuing traversing through the nodes of the activity tree, the AcquireLock function next attempts to identify the work item at the root or parent node of the activity tree, such as the root node 722. After encountering the root or parent node, the AcquireLock function determines whether a list or dictionary of collected handles for the root or parent node 722 includes all the synchronization handles 718 for all of its children. [0054 ] In FIG. 7B, a collected handles list 728 includes information such as "H" (denoting synchronization handles) and "GL" (denoting GrantedLocks).
- the list 728 indicates that the synchronization handle 718 assigned to the child node 724 has been collected and that the root node 722 is the holder of the synchronization handle 718 (I e , permission to access a particular shared resource) for the work item) of the child node 724.
- the list 728 also indicates that the root node 722 has the synchronization handle 718 for the child node 726, but the root node 722 is not the holder of the synchronization handle 718 (i e , the root node 722 does not have access to the share resource)
- the work item 2 of the child node 726 is added to a waiting list 730 and the AcquireLock function would perform another iteration of the process to ensure the root node 722 obtains the synchronization handle 718 for the child node 726
- the AcquireLock function sorts the synchronization queue 712 according to the descnption above, a dispatcher 710 dispatches the work items (e g , 708-2) in the synchronization queue 712 to be executed in the executing state in which activity methods or functions in the work items are processed As such, the work items are sequentially executed from the synchronization queue to serialize access to the particular shared resource and effect a synchronous execution
- the synchronization handle indicates the particular shared resource to be accessed by the plurality of work items.
- a token component 906 computes a token value for each of the work items based on the assigned synchronization handle and a location of the work items in the tree structure in the activity.
- a sort component 908 sorts the work items in a synchronization queue based on the token value associated with each of the work items at 808.
- an execution component 910 executes each of the sorted work items in the synchronization queue to serialize the access to the particular shared resource and effect a synchronous execution of the threads associated with the workflow.
- the computer-readable medium 900 further includes a definition component 912 for declaratively defining the assigned synchronization handle for each of the work items by exposing properties of the synchronization handle for each of the work items.
- the computer-readable medium 900 includes a passivation component 914 for passivating the synchronization queue with the work items and the associated token values to a data store.
- computing system environment should not be interpreted as having any dependency or requirement relating to any one or combination of components illustrated in the exemplary operating environment.
- Examples of well known computing systems, environments, and/or configurations that may be suitable for use with aspects of the invention include, but are not limited to, personal computers, server computers, hand-held or laptop devices, multiprocessor systems, microprocessor-based systems, set top boxes, programmable consumer electronics, mobile telephones, network PCs, minicomputers, mainframe computers, distributed computing environments that include any of the above systems or devices, and the like.
- Embodiments of the invention may be described in the general context of computer-executable instructions, such as program modules, executed by one or more computers or other devices.
- program modules include, but are not limited to, routines, programs, objects, components, and data structures that perform particular tasks or implement particular abstract data types.
- aspects of the invention may also be practiced in distributed computing environments where tasks are performed by remote processing devices that are linked through a communications network.
- program modules may be located in both local and remote computer storage media including memory storage devices.
- the system 400 executes computer-executable instructions such as those illustrated in the figures, such as FIG. 7, to implement aspects of the invention.
- Embodiments of the invention may be implemented with computer-executable instructions.
- the computer-executable instructions may be organized into one or more computer-executable components or modules. Aspects of the invention may be implemented with any number and organization of such components or modules. For example, aspects of the invention are not limited to the specific computer-executable instructions or the specific components or modules illustrated in the figures and described herein. Other embodiments of the invention may include different computer-executable instructions or components having more or less functionality than illustrated and described herein.
- Synchronization Filter is applied to all activities that have [SupportsSynchronization] attribute.
- Each synch scope is a lock manager for its children synch scopes. Root activity is the default lock manager.
- a lock manager is responsible for granting the locks for the children synch scope and also to keep a wait list of children synch scopes which could not get locks.
- SynchronizationFilter in its execute method calls AcquireLocks passing itself as a callback 6) If AcquireLock returns true, the activity execution proceeds. Otherwise, it remains in Executing state.
- AcquireLock keeps walking the parent hierarchy looking for a parent which is a synch scope or until it finds the root. At each step when it encounters a synch scope parent, for each of the handles it has collected, it checks if the parent's grantedlocks dictionary has the handle. If not, adds itself as the activity for the given handle to which the lock has been granted. If it already has the handle and it is not the holder, it adds itself to the wait list. At any point it has at least added to one of the wait lists, AcquireLock returns false. If any synch scope parent has non- empty list of handles, we break and return true since the parent would have already acquired all the locks. Remember, parent's synch filter got executed before the child always.
- the synch filter subscribes for the activity to the closed state. Once, it docs proceed to the closed state, the filter calls ReleaseLock. 9) Within the ReleaseLock: a. Walk the parent chain, for each step, for each handles, collect the activities that are waiting on a given handle. b. For all waiting activities, try to acquire locks again. For those for which can get the locks, invoke the filter callback.
Abstract
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Priority Applications (5)
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BRPI0710036-1A BRPI0710036A2 (en) | 2006-03-30 | 2007-02-21 | declarative model for control and simultaneous through lightweight lines |
CA002644360A CA2644360A1 (en) | 2006-03-30 | 2007-02-21 | Declarative model for concurrency-control across lightweight threads |
EP07751399A EP2013847A4 (en) | 2006-03-30 | 2007-02-21 | Declarative model for concurrency-control across lightweight threads |
JP2009502787A JP5006382B2 (en) | 2006-03-30 | 2007-02-21 | Declarative model for concurrency control of lightweight threads |
MX2008011915A MX2008011915A (en) | 2006-03-30 | 2007-02-21 | Declarative model for concurrency-control across lightweight threads. |
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US11/393,966 | 2006-03-30 |
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