Distributed Resource Management Application API ( DRMAA ) is a high-level Open Grid Forum (OGF) API specification for the submission and control of jobs to a distributed resource management (DRM) system, such as a cluster or grid computing infrastructure. The scope of the API covers all the high level functionality required for applications to submit, control, and monitor jobs on execution resources in the DRM system.
55-551: In 2007, DRMAA was one of the first two (the other one was GridRPC ) specifications that reached the full recommendation status in the OGF. In 2012 the second version of the DRMAA standard ( DRMAA2 ) was published in an abstract interface definition language (IDL) defining the semantic of the functions in GFD 194. DRMAA2 specifies more than twice as many calls as DRMAA. It covers cluster monitoring, has
110-520: A grid . This paradigm has been proposed by the GridRPC working group of the Open Grid Forum (OGF), and an API has been defined in order for clients to access remote servers as simply as a function call. It is used among numerous Grid middleware for its simplicity of implementation, and has been standardized by the OGF in 2007. For interoperability reasons between the different existing middleware,
165-469: A business part, a functional part and a technical part. Service composition patterns have two broad, high-level architectural styles: choreography and orchestration . Lower level enterprise integration patterns that are not bound to a particular architectural style continue to be relevant and eligible in SOA design. Service-oriented architecture can be implemented with web services or Microservices . This
220-452: A computing grid is to use a GridRPC middleware, which relies on the GridRPC paradigm. For each request, the GridRPC middleware manages the management of the submission, of the input and output data, of the execution of the job on the remote resource, etc. To make available a service, a programmer must implement two codes: a client, where data are defined and which is run by the user when requesting
275-619: A file. SOA has been conflated with Web services ; however, Web services are only one option to implement the patterns that comprise the SOA style. In the absence of native or binary forms of remote procedure call (RPC), applications could run more slowly and require more processing power, increasing costs. Most implementations do incur these overheads, but SOA can be implemented using technologies (for example, Java Business Integration (JBI), Windows Communication Foundation (WCF) and data distribution service (DDS)) that do not depend on remote procedure calls or translation through XML or JSON. At
330-487: A handle to the client; (4) then the client uses the handle to invoke the service on the server and (5) eventually receives back the results. Mechanisms involved in the API must provide means to make synchronous and/or asynchronous calls to a service. If the latter, clients must also be able to wait in a blocking or non-blocking manner after the completion of a given service. This naturally involves some data structures and conducts to
385-514: A network in order to allow users to combine and reuse them in the production of applications. These services and their corresponding consumers communicate with each other by passing data in a well-defined, shared format, or by coordinating an activity between two or more services. SOA can be seen as part of the continuum which ranges from the older concept of distributed computing and modular programming , through SOA, and on to practices of mashups , SaaS , and cloud computing (which some see as
440-764: A notion of queues and machines, and introduces a multi job-session concept for single applications for a better job workflow management. Later in 2012 the C API was specified as a first language binding in GF 198. The development of this API was done through the Global Grid Forum , in the model of IETF standard development, and it was originally co-authored by: This specification was first proposed at Global Grid Forum 3 (GGF3) in Frascati , Italy , but gained most of its momentum at Global Grid Forum 4 in Toronto , Ontario . The development of
495-526: A relatively good reception from a wide audience quickly. Without DRMAA, no standard model existed to submit jobs to component regions of a Grid, assuming each region was running local DRMSs. The first version of DRMAA API has been implemented in Sun's Grid Engine and also in the University of Wisconsin–Madison's program Condor . GridRPC GridRPC in distributed computing , is Remote Procedure Call over
550-628: A revolution. It captures many of the best practices of previous software architectures. In communications systems, for example, little development of solutions that use truly static bindings to talk to other equipment in the network has taken place. By embracing a SOA approach, such systems can position themselves to stress the importance of well-defined, highly inter-operable interfaces. Other predecessors of SOA include Component-based software engineering and Object-Oriented Analysis and Design (OOAD) of remote objects, for instance, in CORBA . A service comprises
605-478: A rigorous definition of the functions of the API. GridRPC Data Types Three main data types are needed to implement the API: (1) grpc_function_handle_t is the type of variables representing a remote function bound to a given server. Once allocated by the client, such a variable can be used to launch the service as many times as desired. It is explicitly invalidated by the user when not needed anymore; (2) grpc_session_t
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#1733085926150660-416: A server, because of resource discovery mechanisms for example, a call to grpc_function_handle_default() let to postpone the server selection until the actual call is made on the handle. grpc_get_handle() let the client retrieve the function handle corresponding to a session ID ( e.g., to a non-blocking call) that has been previously performed. Depending on the type of the call, blocking or non-blocking,
715-478: A side effect is that a fully GridRPC-compliant code can be written and compiled with any GridRPC middleware implementing the GridRPC Data Management API. The GridRPC model is pictured in the following figure. Here is how communications are handled: (1) servers register their services to a registry; (2) when a client needs the execution of a service, it contacts the registry and (3) the registry returns
770-406: A simple interface to the requester that abstracts away the underlying complexity acting as a black box. Further users can also access these independent services without any knowledge of their internal implementation. The related buzzword service-orientation promotes loose coupling between services. SOA separates functions into distinct units, or services, which developers make accessible over
825-512: A stand-alone unit of functionality available only via a formally defined interface. Services can be some kind of "nano-enterprises" that are easy to produce and improve. Also services can be "mega-corporations" constructed as the coordinated work of subordinate services. Reasons for treating the implementation of services as separate projects from larger projects include: SOA promises to simplify testing indirectly. Services are autonomous, stateless, with fully documented interfaces, and separate from
880-579: A web page for remote image processing computations, the use of mathematical libraries or studies on heuristics and resolution methods for sparse linear algebra like GridTLSE. This approach of providing computation services through the Internet is also highly close to the Service Oriented Computing (SOA) paradigm, and is the core of the Cloud computing . One simple, yet effective, mean to execute jobs on
935-421: A wide range of technologies, including: Implementations can use one or more of these protocols and, for example, might use a file-system mechanism to communicate data following a defined interface specification between processes conforming to the SOA concept. The key is independent services with defined interfaces that can be called to perform their tasks in a standard way, without a service having foreknowledge of
990-423: Is an SOA framework that identifies the various disciplines that guide SOA practitioners to conceptualize, analyze, design, and architect their service-oriented assets. The Service-oriented modeling framework (SOMF) offers a modeling language and a work structure or "map" depicting the various components that contribute to a successful service-oriented modeling approach. It illustrates the major elements that identify
1045-420: Is done to make the functional building-blocks accessible over standard Internet protocols that are independent of platforms and programming languages. These services can represent either new applications or just wrappers around existing legacy systems to make them network-enabled. Implementers commonly build SOAs using web services standards. One example is SOAP , which has gained broad industry acceptance after
1100-406: Is enabled by technologies and standards that facilitate components' communication and cooperation over a network, especially over an IP network. SOA is related to the idea of an API ( application programming interface ), an interface or communication protocol between different parts of a computer program intended to simplify the implementation and maintenance of software. An API can be thought of as
1155-400: Is managing of metadata. Environments based on SOA include many services which communicate among each other to perform tasks. Due to the fact that the design may involve multiple services working in conjunction, an Application may generate millions of messages. Further services may belong to different organizations or even competing firms creating a huge trust issue. Thus SOA governance comes into
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#17330859261501210-542: Is not new. Several research projects have targeted this paradigm in the past. The main middleware implementing the API are DIET, NetSolve/GridSolve, Ninf, but some other environments use it like the SAGA interface from the OGF, and without the standardized API calls, like OmmiRPC, XtremWeb. The RPC model over the internet has also been used for several applications. Transparently through the Internet, large optimization problems can be solved using different approaches by simply filling
1265-558: Is set within the business. They can also develop enterprise-wide SOA that encapsulates a business-oriented infrastructure. SOA has also been illustrated as a highway system providing efficiency for car drivers. The point being that if everyone had a car, but there was no highway anywhere, things would be limited and disorganized, in any attempt to get anywhere quickly or efficiently. IBM Vice President of Web Services Michael Liebow says that SOA "builds highways". In some respects, SOA could be regarded as an architectural evolution rather than as
1320-478: Is the type of variables used to identify a specific non-blocking GridRPC call. Such a variable is mandatory to obtain information on the status of a job, in order for a client to wait after, cancel or know the error status of a call; (3) grpc_error_t groups all kind of errors and returns status codes involved in the GridRPC API. GridRPC Functions grpc_initialize() and grpc_finalize() functions are similar to
1375-468: Is then able to send the data and the request to one of the suggested servers to solve its problem. Thanks to the growth of network bandwidth and the reduction of network latency, small computation requests can now be sent to servers available on the Grid. To make effective use of today's scalable resource platforms, it is important to ensure scalability in the middleware layers as well. This service-oriented approach
1430-458: The MPI initialize and finalize calls. It is mandatory that any GridRPC call is performed in between these two calls. They read configuration files, make the GridRPC environment ready and finish it. In order to initialize and destruct a function handle, grpc_function_handle_init() and grpc_function_handle_destruct() functions have to be called. Because a function handle can be dynamically associated to
1485-445: The network in order to fulfill a goal. These services use technology agnostic protocols , which aid in encapsulating choice of language and frameworks, making their choice a concern internal to the service. Microservices are a new realisation and implementation approach to SOA, which have become popular since 2014 (and after the introduction of DevOps ), and which also emphasize continuous deployment and other agile practices. There
1540-479: The "what to do" aspects of a service development scheme. The model enables practitioners to craft a project plan and to identify the milestones of a service-oriented initiative. SOMF also provides a common modeling notation to address alignment between business and IT organizations. Some enterprise architects believe that SOA can help businesses respond more quickly and more cost-effectively to changing market conditions. This style of architecture promotes reuse at
1595-612: The API has been followed by a document describing good use and behavior of the different GridRPC API implementations. Works have then been conducted on the GridRPC Data Management , which has been standardized in 2011. The scope of this standard is to offer recommendations for the implementation of middleware . It deals with the following topics: Among existing middleware and application programming approaches, one simple, powerful, and flexible approach consists in using servers available in different administrative domains through
1650-473: The OGF'21 in October 2007. The motivation for this document is to provide explicit functions to manipulate the data exchange between a GridRPC platform and a client since (1) the size of the data used in grid applications may be large and useless data transfers must be avoided; (2) data are not always stored on the client side but may be made available either on a storage resource or within the GridRPC platform. Hence,
1705-437: The calling application, and without the application having or needing knowledge of how the service actually performs its tasks. SOA enables the development of applications that are built by combining loosely coupled and interoperable services. These services inter-operate based on a formal definition (or contract, e.g., WSDL) that is independent of the underlying platform and programming language. The interface definition hides
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1760-406: The classical client-server or Remote Procedure Call (RPC) paradigm. Network Enabled Servers (NES) implement this model, which is also called GridRPC. Clients submit computation requests to a resource broker whose goal is to find a server available on the Grid. Scheduling is frequently applied to balance the work among the servers and a list of available servers is sent back to the client; the client
1815-446: The client can use the grpc_call() and grpc_call_async() function. If the latter, the client possesses after the call a session ID which can be used to respectively probe or wait for completion, cancel the call and check the error status of a non-blocking call. After issuing a unique or numerous non-blocking calls, a client can use: grpc_probe() to know if the execution of the service has completed; grpc_probe_or() to know if one of
1870-501: The concept of loosely coupling services has inspired researchers to elaborate on similarities between the two philosophies, SOA and Web 2.0, and their respective applications. Some argue Web 2.0 and SOA have significantly different elements and thus can not be regarded "parallel philosophies", whereas others consider the two concepts as complementary and regard Web 2.0 as the global SOA. The philosophies of Web 2.0 and SOA serve different user needs and thus expose differences with respect to
1925-448: The cross-cutting concerns of the implementation. If an organization possesses appropriately defined test data, then a corresponding stub is built that reacts to the test data when a service is being built. A full set of regression tests, scripts, data, and responses is also captured for the service. The service can be tested as a 'black box' using existing stubs corresponding to the services it calls. Test environments can be constructed where
1980-414: The design and also the technologies used in real-world applications. However, as of 2008 , use-cases demonstrated the potential of combining technologies and principles of both Web 2.0 and SOA. Microservices are a modern interpretation of service-oriented architectures used to build distributed software systems . Services in a microservice architecture are processes that communicate with each other over
2035-445: The difference in the choice of implementation of the GridRPC API, a document describing the interoperability between GridRPC middleware has also been written. Its main goals are to describe the difference in behaviour of the GridRPC middleware and to propose a common test that all GridRPC middleware must pass. Discussions have then been undertaken on the data management within GridRPC middleware. A draft of an API has been proposed during
2090-457: The drawback that it could reduce the overall scalability of the service provider if the service-provider needs to retain the shared context for each consumer. It also increases the coupling between a service provider and a consumer and makes switching service providers more difficult. Ultimately, some critics feel that SOA services are still too constrained by applications they represent. A primary challenge faced by service-oriented architecture
2145-518: The environment. Managing the data state of idempotent services is the only complexity. Examples may prove useful to aid in documenting a service to the level where it becomes useful. The documentation of some APIs within the Java Community Process provide good examples. As these are exhaustive, staff would typically use only important subsets. The 'ossjsa.pdf' file within JSR-89 exemplifies such
2200-537: The implementation of the language-specific service. SOA-based systems can therefore function independently of development technologies and platforms (such as Java, .NET, etc.). Services written in C# running on .NET platforms and services written in Java running on Java EE platforms, for example, can both be consumed by a common composite application (or client). Applications running on either platform can also consume services running on
2255-426: The lib (+link) against which a code must compile and give a basic example Service-oriented architecture In software engineering , service-oriented architecture ( SOA ) is an architectural style that focuses on discrete services instead of a monolithic design . SOA is a good choice for system integration . By consequence, it is also applied in the field of software design where services are provided to
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2310-409: The macro (service) level rather than micro (classes) level. It can also simplify interconnection to—and usage of—existing IT (legacy) assets. With SOA, the idea is that an organization can look at a problem holistically. A business has more overall control. Theoretically there would not be a mass of developers using whatever tool sets might please them. But rather they would be coding to a standard that
2365-401: The offspring of SOA). There are no industry standards relating to the exact composition of a service-oriented architecture, although many industry sources have published their own principles. Some of these include the following: Each SOA building block can play any of the three roles: The service consumer–provider relationship is governed by a standardized service contract , which has
2420-576: The other as web services that facilitate reuse. Managed environments can also wrap COBOL legacy systems and present them as software services. High-level programming languages such as BPEL and specifications such as WS-CDL and WS-Coordination extend the service concept by providing a method of defining and supporting orchestration of fine-grained services into more coarse-grained business services, which architects can in turn incorporate into workflows and business processes implemented in composite applications or portals . Service-oriented modeling
2475-446: The other components by application components , through a communication protocol over a network. A service is a discrete unit of functionality that can be accessed remotely and acted upon and updated independently, such as retrieving a credit card statement online. SOA is also intended to be independent of vendors, products and technologies. Service orientation is a way of thinking in terms of services and service-based development and
2530-401: The outcomes of services. A service has four properties according to one of many definitions of SOA: Different services can be used in conjunction as a service mesh to provide the functionality of a large software application , a principle SOA shares with modular programming . Service-oriented architecture integrates distributed, separately maintained and deployed software components. It
2585-550: The previous non-blocking calls has completed; grpc_cancel() to cancel a call; grpc_wait() to block until the completion of the requested service; grpc_wait_and() to block until all services corresponding to session IDs used as parameters are finished; grpc_wait_or() to block until any of the service corresponding to session IDs used as parameters has finished; grpc_wait_all() to block until all non-blocking calls have completed; and grpc_wait_any() to wait until any previously issued non-blocking request has completed. Talk about
2640-439: The primitive and out-of-scope services are stubs, while the remainder of the mesh is test deployments of full services. As each interface is fully documented with its own full set of regression test documentation, it becomes simple to identify problems in test services. Testing evolves to merely validate that the test service operates according to its documentation, and finds gaps in documentation and test cases of all services within
2695-563: The recommendation of Version 1.2 from the W3C (World Wide Web Consortium) in 2003. These standards (also referred to as web service specifications ) also provide greater interoperability and some protection from lock-in to proprietary vendor software. One can, however, also implement SOA using any other service-based technology, such as Jini , CORBA , Internet Communications Engine , REST , or gRPC . Architectures can operate independently of specific technologies and can therefore be implemented using
2750-406: The same time, emerging open-source XML parsing technologies (such as VTD-XML ) and various XML-compatible binary formats promise to significantly improve SOA performance. Stateful services require both the consumer and the provider to share the same consumer-specific context, which is either included in or referenced by messages exchanged between the provider and the consumer. This constraint has
2805-406: The scheme of things. Another major problem faced by SOA is the lack of a uniform testing framework. There are no tools that provide the required features for testing these services in a service-oriented architecture. The major causes of difficulty are: Application programming interfaces (APIs) are the frameworks through which developers can interact with a web application. Tim O'Reilly coined
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#17330859261502860-527: The service, and a server, which contains the implementation of the service which is executed on the remote resource. One step to ease the development of such codes conducted to define a GridRPC API, which has been proposed as a draft in November 2002 and which is an Open Grid Forum (OGF) standard since September 2007. Thus a GridRPC source code which does not involve specific middleware data can be compiled and executed with any GridRPC compliant middleware. Due to
2915-666: The service, and the SOA the architecture that allows the service to operate. Note that Service-Oriented Architecture must not be confused with Service Based Architecture as those are two different architectural styles. In SOA, services use protocols that describe how they pass and parse messages using description metadata . This metadata describes both the functional characteristics of the service and quality-of-service characteristics. Service-oriented architecture aims to allow users to combine large chunks of functionality to form applications which are built purely from existing services and combining them in an ad hoc manner. A service presents
2970-414: The specification was first proposed with the objective to facilitate direct interfacing of applications to existing DRM systems by application's builders, portal builders, and Independent Software Vendors (ISVs). Because the API was co-authored by participants from a wide-selection of companies and included participants from industries and education, its development resulted in an open standard that received
3025-440: The term " Web 2.0 " to describe a perceived, quickly growing set of web-based applications. A topic that has experienced extensive coverage involves the relationship between Web 2.0 and service-oriented architectures. SOA is the philosophy of encapsulating application logic in services with a uniformly defined interface and making these publicly available via discovery mechanisms. The notion of complexity-hiding and reuse, but also
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