Abstract: According to one example, a method performed by a computing system includes, with a first server, receiving a process request, starting processing of the process request, prior to completing the processing of the process request, storing objects associated with a thread of the process request in an object database that is accessible by the second server, storing thread metadata for the thread of the process request in a metadata database that is accessible by the second server, and sending a transfer request to a switching manager, the transfer request being to request that the process request be shifted to the second server.

Abstract: An example method of processing a query at a plurality of storage devices includes receiving a dual query from a client and generating a synchronous query and an asynchronous query based on the dual query. The dual query includes a set of conditions for selecting data from a set of database tables. The method further includes sending the synchronous query to a first storage device, sending the asynchronous query to a second storage device, and receiving a result set of the synchronous query. The result set of the synchronous query includes data selected from a set of database records in a set of primary database tables, which is stored in the first storage device and is a subset of the set of database tables. The method further includes marking a database record. A marked database record indicates usage of the data selected from the database record within a time period.

Abstract: A cache system stores a number of different datasets. The cache system includes a number of cache units, each in a state associated with one of the datasets. In response to determining that a hit ratio of a cache unit drops below a threshold, the state of the cache unit is changed and the dataset is replaced with that associated with the new state.

Abstract: Implementations for query data splitting are disclosed. In one example, the method includes receiving, by a processing device, a first query and a second query, determining that the second query is a subset of the first query, determining a first set of attributes associated with the first query and a second set of attributes associated with the second query, and determining, by the processing device, whether to submit the second query or the first query to a database in view of the first set of attributes and the second set of attributes.

Abstract: A method performed by a server computing system includes generating an operation for a web service, the operation corresponding to at least one main method of a console application, receiving input data from a client device through the operation, writing the input data to a memory store, executing the console application using the input data of the memory store, injecting code into the console application, the code to change input/output streams from a console input/output to the memory store. The method further includes writing an output of the console application to the memory store.

Abstract: An example system for processing a federated query includes a query proxy that receives a federated query including a plurality of source queries and receives an indication that a failed set of one or more source queries failed to execute successfully. Each source query is specific to an autonomous data source belonging to a federation. The system also includes a data federation engine that identifies a plurality of autonomous data sources to which to send the plurality of source queries. The plurality of autonomous data sources belong to the federation. The system further includes a query fail analyzer that updates a data structure to reflect the unsuccessful execution of one or more source queries of the failed set.

Abstract: Systems and methods are provided for data hub architecture to provide actionable data from remote sensor feeds. An exemplary method includes receiving, by a master hub of a plurality of data hubs, a request to access at least one first sensor in a first location and at least one second sensor in a second location from a data client, wherein the master hub is closest to the data client of the plurality of data hubs on a network, determining a first data hub that is closest to the at least one first sensor on the network, and determining a second data hub that is closest to the at least one second sensor on the network. The method further includes querying the first data hub and the second data hub for data and communicating the data to the data client.

Abstract: A method performed by a computing system includes: with a resource monitoring module, providing to a code transformation module, a set of references to methods within a source code, the methods comprising code associated with a resource, with the code transformation module, creating a modified source code by inserting new code into the source code, the new code to close the resource at the end of each method referenced by the set of references, compiling the modified source code to create an application, with the resource monitoring module, during execution of the application, determining that an exception has occurred as a result of an attempt to access the resource when the resource is closed, and with the resource monitoring module, updating the set of references to include a new reference to a new method, the new method corresponding to the exception.

Abstract: A method performed by a computing system includes creating a graph, wherein nodes of the graph represent data objects of a data storage cluster, wherein edges of the graph represent joins between data objects represented by both nodes of respective edges, wherein node values of the nodes and weights of the edges are based on statistics related to use of the data objects. The method further includes assigning a first subset of the data objects to a relational database storage node within the data storage cluster, the first subset of data objects being represented by nodes within a cluster of the graph, and assigning a second subset of the data objects to a non-relational database storage node within the data storage cluster, the second subset of data objects being represented by nodes within the graph that are not part of a cluster.

Abstract: An example method of integrating a plurality of heterogeneous peer-to-peer communication participants includes retrieving from a first input queue coupled to a duplex service a first message. The first message includes a message identifier and is from a sender. The method also includes applying a first operation on the first message, determining a first output of the first message based on the first operation, and sending the first output of the first message to a target. The method further includes retrieving from a second input queue coupled to the duplex service a second message. The second message includes the message identifier and is from a target. The method also includes applying a second operation on the second message, determining a second output of the second message based on the second operation, and sending the second output of the second message to the sender.

Abstract: A processor may perform conditional just-in-time (JIT) compilation. An example method may comprise: identifying, by the processor, a defined pattern in a byte stream derived from a high level programming language module; evaluating a conditional expression associated with the defined pattern, wherein the conditional expression comprises an execution platform identifier; and compiling the byte stream into a native code, while excluding, in view of the evaluating, a portion of byte stream associated with the defined pattern.

Abstract: A cache system stores a number of different datasets. The cache system includes a number of cache units, each in a state associated with one of the datasets. In response to determining that a hit ratio of a cache unit drops below a threshold, the state of the cache unit is changed and the dataset is replaced with that associated with the new state.

Abstract: Systems and methods are disclosed for categorizing a user. An example method includes marking one or more graphical user interface (GUI) features of an application. The method also includes monitoring a user's usage of the one or more marked GUI features of the application. The method further includes generating one or more user-specific ontologies for the user in accordance with the user's monitored usage. The method also includes comparing the one or more user-specific ontologies with a plurality of defined ontologies. Each defined ontology corresponds to a category of a plurality of categories. The method further includes categorizing the user in accordance with the comparison of the one or more user-specific ontologies and the plurality of defined ontologies.

Abstract: A system and method of collaborative processing of service requests includes receiving a service request at an application server, beginning execution of a proxy member function of a proxy class, and determining whether a movable member function in a movable class is to be executed at a client. When the movable member function is to be executed at the client, the method further includes creating a partial response including code for the movable class and information for invoking the movable member function and transmitting the partial response to the client fore execution of the movable member function. When the movable member function is not to be executed at the client, the method further includes executing the movable member function in the application server and returning a result of the movable member function as a result of the proxy member function. The proxy member function replaces the movable member function.

Abstract: A method and system for processing a request is provided. An example system includes a security module that authenticates a request from a client. The system also includes a Web service that determines whether the set of operations includes an input/output (I/O) operation and determines whether a result of the authentication has been determined. While the request is pending authentication, the Web service may initiate processing of the request and may ensure that no I/O operations are performed within the processing of the request until a request of the authentication has been determined.

Abstract: A method for using a retain block in application code executing on a virtual machine includes identifying an instruction in application code, the instruction pertaining to an object, determining the instruction is part of a retain block, prior to executing the instruction, determining whether the instruction is to cause the object to be modified, and when the instruction is to cause the object to be modified, storing data indicating a first state of the object in a retain block store and causing the first state of the object to be modified using a second state. Also, the method includes in response to an error occurring during an execution of the instruction, returning the object from the second state to the first state using the stored data.

Abstract: An example system for distributing a workload of an application includes a class identifier that identifies a remotely instantiable class in an instruction. Execution of the instruction includes processing a workload. The example system also includes a distributor that selects a remote node to process a portion of the workload, sends a message to the selected remote node to cause (i) the selected remote node to instantiate the remotely instantiable class and (ii) the selected remote node to process the portion of the workload by invoking a method of the instantiated class, and receives a result of the processed portion of the workload.

Abstract: Systems and methods are disclosed for processing messages using a dynamic messaging bus. An example system includes a plurality of services residing in a dynamic messaging bus including a plurality of sub-buses. Each service is assigned to a sub-bus of the plurality of sub-buses. The example system also includes a performance monitoring module that monitors a performance of one or more services executing on a sub-bus to which the respective one or more services is assigned. A first service is assigned to a first sub-bus and a second service is assigned to a second sub-bus. The example system further includes a swapping module that determines, based on the monitored performances of the first and second services, whether to swap the assignments of the first and second services such that the first service is assigned to the second sub-bus and the second service is assigned to the first sub-bus.

Abstract: A system and method of assembly and use of integration applications includes receiving a first request for services from a first client, the first request for services includes a first custom services header including one or more service descriptors, parsing the first custom services header to extract each of the service descriptors, determining a service corresponding to each of the service descriptors, inserting a request for the service into an integration application, deploying the integration application to an application server, adding a first entry to an application list, the first entry corresponding to the integration application, forwarding the first request for services to the integration application, receiving a response from the integration application, and returning the response to the first client.

Abstract: A system and method of server selection using competitive evaluation includes receiving a service request at an arbiter running on a computing device, determining whether the service request is associated with a preferred server, and forwarding the service request to the preferred server when the service request is associated with the preferred server. When the service request is not associated with the preferred server, the method further includes using the arbiter to coordinate a competitive evaluation among a plurality of active servers, selecting as the preferred server a first one of the active servers that completes processing of the service request first, and associating the preferred server with the service request. The method further includes receiving a response to the service request from the preferred server and returning the response to a client. The service request is received from the client.