Abstract: One embodiment of the present disclosure sets forth a technique for generating translation suggestions. The technique includes receiving a sequence of source-language subtitle events associated with a content item, where each source-language subtitle event includes a different textual string representing a corresponding portion of the content item, generating a unit of translatable text based on a textual string included in at least one source-language subtitle event from the sequence, translating, via software executing on a machine, the unit of translatable text into target-language text, generating, based on the target-language text, at least one target-language subtitle event associated with a portion of the content item corresponding to the at least one source-language subtitle event, and generating, for display, a subtitle presentation template that includes the at least one target-language subtitle event.

Abstract: A technique for translating text strings includes receiving a source language text string from an application, determining that a translated text string that includes a translation in a target language of the source language text string is not available for use by the application, transmitting the source language text string to a translation service for translation, receiving the translated text string from the translation service, and causing the translated text string to be available for use by the application.

Abstract: Various embodiments set forth systems and techniques for training a sentence preprocessing model. The techniques include determining, using a machine translation system, a back translation associated with a ground truth translation of a source sentence in a source language to a target language, wherein the back translation comprises a translation of the ground truth translation from one or more target languages to the source language; determining, using the sentence preprocessing model, a simplified sentence associated with the source sentence; and updating one or more parameters of the sentence preprocessing model based on the simplified sentence and the back translation.

Abstract: In accordance with an embodiment, the system supports use of an in-memory data grid or other distributed memory environment, for example Oracle Coherence. A partition provides a runtime and administrative subdivision or slice of an application server domain. An application can be deployed to a particular partition, or otherwise associated with a particular domain partition name. The domain partition name can be used by the data grid to enable a separation of data between different partitions or between tenants associated with those partitions. In some embodiments, one or more data grid services, for example caches and clustered services, can be shared across multiple partitions. Alternatively, the data grid can provide read-shared/write-specific access to data grid services, in which multiple partitions can share an initial set of data, but their subsequent modifications to that data are then isolated from each other.

Abstract: One embodiment of the present disclosure sets forth a technique for generating translation suggestions. The technique includes receiving a sequence of source-language subtitle events associated with a content item, where each source-language subtitle event includes a different textual string representing a corresponding portion of the content item, generating a unit of translatable text based on a textual string included in at least one source-language subtitle event from the sequence, translating, via software executing on a machine, the unit of translatable text into target-language text, generating, based on the target-language text, at least one target-language subtitle event associated with a portion of the content item corresponding to the at least one source-language subtitle event, and generating, for display, a subtitle presentation template that includes the at least one target-language subtitle event.

Abstract: A system and method can support federation replication in a distributed computing environment. The system can provide one or more federation replication channels between a plurality of members in a first cluster and a plurality of members in a second cluster. Furthermore, a replication request can be transmitted from a federation coordinator to the plurality of members in the first cluster, wherein each said member in the first cluster owns a set of partitions. Then, the aggregated data for each said partition in the first cluster can be sent to the plurality of members in the second cluster via said one or more federation replication channels. Additionally, using the second cluster, the system can take a persistent snapshot of information on the plurality of members in the first cluster while the first cluster is operational.

Abstract: One embodiment of the present invention sets forth a technique for translating textual content. The technique includes receiving a request to translate an element of source text from an origin language to a target language and searching a database for an element of matching text in the origin language that at least partially matches the element of source text. The technique further includes, if an element of matching text is found in the database, then reading from the database an element of previously translated text that is mapped to the element of matching text and includes at least one word that is translated into the target language, and transmitting the element of source text, the element of matching text, and the element of previously translated text to a location for translation, or if an element of matching text is not found in the database, then transmitting the element of source text to the location for translation.

Abstract: A technique for translating text strings includes receiving a source language text string from an application, determining that a translated text string that includes a translation in a target language of the source language text string is not available for use by the application, transmitting the source language text string to a translation service for translation, receiving the translated text string from the translation service, and causing the translated text string to be available for use by the application.

Abstract: A technique for translating text strings includes receiving a source language text string from an application, determining that a translated text string that includes a translation in a target language of the source language text string is not available for use by the application, transmitting the source language text string to a translation service for translation, receiving the translated text string from the translation service, and causing the translated text string to be available for use by the application.

Abstract: A system and method can support socket programming in a server environment, such as a distributed data grid. The server environment can include a selection service that operates to register a plurality of sockets, wherein each said socket is associated with a handler in a plurality of handlers. Furthermore, the selection service can listen for one or more incoming connection requests on the plurality of sockets, and invoke a pluggable callback provided by a said handler associated with a registered socket in the plurality of sockets, when said registered socket receives an incoming connection request.

Abstract: A technique for translating text strings includes receiving a source language text string from an application, determining that a translated text string that includes a translation in a target language of the source language text string is not available for use by the application, transmitting the source language text string to a translation service for translation, receiving the translated text string from the translation service, and causing the translated text string to be available for use by the application.

Abstract: One embodiment of the present invention sets forth a technique for translating textual content. The technique includes receiving a request to translate an element of source text from an origin language to a target language and searching a database for an element of matching text in the origin language that at least partially matches the element of source text. The technique further includes, if an element of matching text is found in the database, then reading from the database an element of previously translated text that is mapped to the element of matching text and includes at least one word that is translated into the target language, and transmitting the element of source text, the element of matching text, and the element of previously translated text to a location for translation, or if an element of matching text is not found in the database, then transmitting the element of source text to the location for translation.

Abstract: Systems and methods are provided for providing scatter/gather data processing. In accordance with an embodiment, a such a system can include a cluster of one or more high performance computing systems, each including one or more processors and a high performance memory. The cluster communicates over an InfiniBand network. The system can also include a middleware environment, executing on the cluster, that includes one or more application server instances. The system can further include a plurality of muxers. Each application server instance includes at least one muxer, and each muxer is operable to collect data from a plurality of locations in the high performance memory, and transfer the data in bulk.

Abstract: A system and method can support socket programming in a server environment, such as a distributed data grid. The server environment can include a selection service that operates to register a plurality of sockets, wherein each said socket is associated with a handler in a plurality of handlers. Furhtermore, the selection service can listen for one or more incoming connection requests on the plurality of sockets, and invoke a pluggable callback provided by a said handler associated with a registered socket in the plurality of sockets, when said registered socket receives an incoming connection request.

Abstract: A system and method can support socket programming in a server environment, such as a distributed data grid. The server environment can include a selection service that operates to register a plurality of sockets, wherein each socket is associated with a handler in a plurality of handlers. Furthermore, the selection service can listen for one or more incoming connection requests on the plurality of sockets, and invoke a pluggable callback provided by a handler associated with a registered socket in the plurality of sockets, when registered socket receives an incoming connection request.

Abstract: A system and method for providing an in-memory data grid application container, for use with an application server, is described herein. In accordance with an embodiment, an application server, such as WebLogic Server (WLS), can be used to host data grid applications, such as Coherence applications (in which case the application container can be referred to as a Coherence container), and deliver the same benefits that regular Java Enterprise Edition (EE) applications derive from being hosted in a WLS environment. A model for creating combined Java EE and data grid applications can also be provided, by merging the programming, packaging, and deployment models used for data grid with existing Java EE models.

Abstract: A system and method can support data interoperability in a distributed data grid. The system can provide an acceptor in the distributed data grid, wherein the acceptor is associated with a cache that is based on the distributed data grid. Furthermore, the acceptor can receive incoming data from a first client, which can be a non-native client that is associated with a client application. Additionally, the system allows a second client, which can be a native client associated with the distributed cache, to share the received incoming data with the first client.

Abstract: A system and method can support federation replication in a distributed computing environment. The system can provide one or more federation replication channels between a plurality of members in a first cluster and a plurality of members in a second cluster. Furthermore, a replication request can be transmitted from a federation coordinator to the plurality of members in the first cluster, wherein each said member in the first cluster owns a set of partitions. Then, the aggregated data for each said partition in the first cluster can be sent to the plurality of members in the second cluster via said one or more federation replication channels. Additionally, using the second cluster, the system can take a persistent snapshot of information on the plurality of members in the first cluster while the first cluster is operational.

Abstract: A system and method can support port multiplexing in a server environment, e.g. in a distributed data grid. The server environment can comprise a port to receive one or more request, wherein the port is adapted to be associated with different port address values and the port operates to receive one or more connection requests. Additionally, the server environment allows a plurality of sockets to utilize the different port address values to support multiplexing of sockets over the port, and a multiplexed socket provider can be used to provide the plurality of sockets.

Abstract: In accordance with an embodiment, the system supports use of an in-memory data grid or other distributed memory environment, for example Oracle Coherence. A partition provides a runtime and administrative subdivision or slice of an application server domain. An application can be deployed to a particular partition, or otherwise associated with a particular domain partition name. The domain partition name can be used by the data grid to enable a separation of data between different partitions or between tenants associated with those partitions. In some embodiments, one or more data grid services, for example caches and clustered services, can be shared across multiple partitions. Alternatively, the data grid can provide read-shared/write-specific access to data grid services, in which multiple partitions can share an initial set of data, but their subsequent modifications to that data are then isolated from each other.