A software and hardware collaborative compilation processing method and system. The system comprises an environment configurator, a command parser, a code filler, a scheduler and a heterogeneous target system, wherein the code filler is configured for obtaining the source program path of a user, reading source codes and identifying the heterogeneous target system according to a macro definition, complementing the codes related to the heterogeneous target system, carrying out primary filling and secondary filling on the source codes; the scheduler is configured for realizing compilation scheduling and execution scheduling functions respectively; the heterogeneous target system is configured for compiling and processing user modal data, and comprises at least two heterogeneous target subsystems; each target subsystem comprises a target-related middle-end compiler, a back-end compiler and a target-related running environment.

A method includes obtaining, by a processing device, web traffic including a set of messages associated with a target platform, analyzing, by the processing device, the web traffic to obtain a set of data extractor code candidates for extracting a set of data from the target platform, and selecting, by the processing device, data extractor code from the set of data extractor code candidates.

Compilers for compiling computer programs and apparatuses including compilers are disclosed herein. A compiler may include one or more analyzers to parse and analyze source instructions of a computer program including identification of nested loops of the computer program. The compiler may also include a code generator coupled to the one or more analyzers to generate and output executable code for the computer program that executes on a data flow machine, including a data flow graph, based at least in part on results of the analysis. In embodiments, the executable code may include executable code that recursively computes predicates of identified nested loops for use to generate control signal for the data flow graph to allow execution of each loop to start when the loop's predicate is available, independent of whether any other loop is in execution or not. Other embodiments may be disclosed or claimed.

Apparatus and methods related providing application execution information (AEI) are provided. A server can receive a request to provide a software package for a particular software application. The server can determine composite AEI (CAEI) for the particular software application. The CAEI can include a composite list of software with data about software methods of the particular software application executed by a computing device other than the server. The server can extract particular AEI related to the particular software application from the CAEI. The particular AEI can provide compiler hints for compiling at least one software method predicted to be executed by the particular software application. The server can generate the software package, where the software package can include the particular software application and the particular AEI. The server can provide the software package.

A web-based application constructor can be used to construct a web display. A specification, for constructing a web display to contain page components that display data from heterogeneous data sources, may be created. The page components may be associated with uniform resource locators. Data from heterogeneous data sources may be retrieved to produce the web display. Display and update of the page components may be controlled using the uniform resource locators. User-selectable options may allow annotation of the page components for a page with comments.

A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying a first code snippet and a first library function which generate similar outputs from a shared input by parsing each and every line of code in a candidate code snippet to generate a templatized code snippet data structure for the first code snippet, and then testing the templatized code snippet data structure against extracted library function information to check for similarity of outputs between the first code snippet and the first library function in response to a shared input so that the developer is presented with a library function recommendation which includes the first code snippet, the first library function, and instructions for replacing the first code snippet with the first library function.

A system includes a volatile memory to store data and a memory controller to manage the data in the volatile memory. The memory controller includes an inner code generator to generate a respective inner correction code for each of a plurality of blocks of the data in the volatile memory. An outer code generator generates an outer correction code based on the plurality of blocks of the data. The memory controller updates the outer correction code as part of a refresh to the plurality of blocks of the data in the volatile memory.

An example method of assigning a task to a developer includes partitioning, based on a first set of developer attributes, a list of developers into a plurality of developer clusters. The method also includes for a plurality of tasks, identifying a set of developers assigned to the respective task, identifying a developer cluster including a greater number of developers from the respective set of developers than another developer cluster, and classifying the respective task as belonging to the respective developer cluster. The method further includes comparing attributes of classified tasks to a second set of attributes of a new task and selecting a classified task having a greater number of attributes that match the second set of attributes than another classified task, the classified task belonging to a first developer cluster. The method further includes assigning the new task to one or more developers included in the first developer cluster.

Engineering environments are provided with standard language. The standard language does not incorporate domain specific vocabulary for different domains. The present invention discloses a method and system for creating domain specific language. The method includes receiving information for a technical problem. Further, creating one or more domain specific concepts based on the information. Further, the method facilitates selection of a design pattern. Subsequently, mapping the domain specific concept to the selected design specific concept to create one or more domain meta-model. Each element of the domain meta-model is translated to create keywords that form the grammar for the domain specific language.

Techniques are described with regard to programming language adaptation to a target operating system platform. An associated method includes receiving at least one build parsing error consequent to compiling at least one current programming language package on the target operating system platform. Responsive to determining that there is no special override porting module corresponding to the at least one current programming language package, the method further includes porting the at least one current programming language package to the target operating system platform automatically by addressing at least one undefined symbol among the at least one build parsing error. Responsive to determining that there is at least one special override porting module corresponding to the at least one current programming language package, the method further includes porting the at least one current programming language package to the target operating system platform according to the at least one special override porting module.