Koninklijke Philips Corporation N.V.

Sap Se

Successfactors, Inc.

Koninklijke Philips Electronics N.v.

Philips Intellectual Property & Standards Gmbh

Yang Peng

Declan Patrick Kelly

Bei Wang

Xia Yu

Sheng Jin

Dahua He

Mo Li

Yunfeng Jiang

Yueling Wang

Junshan Xu

Jieyan Huang

Warner Rudolph Theophile Ten Kate

Jie Zhang

Yuan Yuan Zhang

Jin Wang

Heribert Baldus

Ningjiang Chen

Chao Ding

Yuna Hou

Grace Yu

Andy Wu

Jieying Zhang

Ramana Krishna Bhagavatula

Rong Song

Xin Chen

Yunji Xia

Xikang Wu

Calls received by a data center that are associated with a request are monitored. Features are subsequently extracted from the monitored calls so that a machine learning model may use such features to determine that the request will cause the data center to malfunction. The machine learning model can be trained using data derived from a transaction log for the data center. At least one correction action to prevent the data center from malfunctioning can then be initiated in response to such determination. Related apparatus, systems, techniques and articles are also described.

Data center disaster circuit breaker utilizing machine learning

A predictive cache system learns data access patterns to build a graph of related data items. A main cache hosted by a cache server is accessed by a cache client having a local cache. A request to the cache server for one of the related data items generates a response including some or all of the related data items, which are stored in the local cache and can be served locally for subsequent requests. Predictive cache behavior coexists with legacy non-predictive cache operation. Load on the cache server and aggregate latency are considerably reduced. Graphs can be specific to a particular context. Locally cached content can be distributed and reused by other cache clients. The predictive cache system is suitable for large-scale web applications. Variations are described.

Graph-based predictive cache

Compilation is initiated of previously-compiled code in which only a subset of the previously-compiled code was modified since a previous compilation. Thereafter, modified code corresponding to the subset of the previously-compiled code that was modified since the previous compilation is identified. Further, dependent code within the previously-compiled code that is dependent on the modified code is also identified. Using this information, only the identified modified code and the dependent code can be compiled. In some variations, at least a portion of the other parts of the previously-compiled code can be reused. Related apparatus, systems, techniques and articles are also described.

Rapid code compiling system

Each of a plurality of resource files can be instrumented. Thereafter, usage data of the received files is received from a plurality of clients each executing a different instance of a web application. The usage data comprises is collected by the instances of the web application when being used by a respective one of a plurality of users. A dependencies list is then generated for the resource files based on the received usage data. In addition, a priorities list is generated for the resource files using the received usage data which indicates how frequently the resource files are being used. Further, groups of resource files are generated based on co-occurrence levels of the resource files in the dependencies list and the priorities list. Later, at least a portion of the groups of resource files are transmitted to the client for caching in a local cache pool. Related apparatus, systems, techniques and articles are also described.

Realtime feedback-based web resource management and optimization system

Described herein includes a permission management system that optimizes determination of whether a user has permission to perform an operation using an attribute table. The system may include a permission processor for: determining whether the requesting user has permission to perform the operation, the determining including: generating an attribute table comprising the one or more target users and one or more user attributes, the one or more user attributes comprising metadata associated with the one or more target users; storing the attribute table on the database; generating a reduced attribute table, the generating comprising removing one or more target users from the attribute table; and applying the one or more permission rules to each of the target users remaining in the reduced attribute table.

Semi-rule based high performance permission management

Methods and apparatus, including computer program products, are provided for a distributed database application system. In some implementations, there may be provided a method which may include receiving, by a transaction controller defining a data access layer of a database and via an application server associated with a client interface, a request to modify data stored in the database, the transaction controller comprising an application programming interface (API); establishing, by the API, a virtual connection between the transaction controller and the application server, and a physical connection between the transaction controller and the database; providing, by the API to the application sever via the virtual connection in response to the request, a representation of the data; and executing, by the application server, the request, the executing comprising modifying, via the virtual connection, the representation of the data without modifying the data stored in the database. Related systems, methods, and articles of manufacture are also disclosed.

Global database durable transaction controlling and synchronization system

Techniques are described for graph based code performance analysis of software, such as software that is being developed and tested in a development environment. Implementations provide a technique for instrumenting code by adding various annotations into the code. Each annotation may be a function call that executes with the annotated code, but does not alter the behavior and/or functionality of the annotated code apart from outputting call tracking information during execution. The call tracking information generated by annotations can be analyzed to generate a call graph that depicts calling relationships between functions in the code. The call graph can be presented within a user interface and/or automatically analyzed to develop recommendations regarding code coverage for testing, impact information describing how changes to one function impact another function, code optimization recommendations, and so forth.

Graph based code performance analysis

A first code version is received. The first code version includes a plurality of code features, such as methods or classes. A second code version is received. The second code version includes a plurality of code features. The first code version is executed. A first plurality of code features executed during the execution of the first code version are determined. A second plurality of code features differing between the first and second code versions are determined. The first and second plurality of code features are compared. An indication is provided that a code feature is potentially relevant to the code behavior if the code feature is present in the first plurality of code features and in the second plurality of code features.

Identification of code features potentially associated with code behavior

In one aspect there is provided a method. The method may include: executing, at a client, an application that includes a first function and a second function; determining, based at least on an indicator, that the first function is to be executed locally at the client and the second function is to be executed remotely at a server; generating a package that includes a first class definition of a first class, the first class definition being required for executing the second function based at least on the second function including a reference to the first class; and sending, to the server, the package to at least enable the server to execute the second function. Systems and articles of manufacture, including computer program products, are also provided.

Hybrid remote controller

Some embodiments provide a program that collects a set of call stack data associated with a set of test cases executed on an application. The program further generates a set of call graphs based on the set of call stack data. Each call graph in the set of call graphs includes a set of nodes representing a set of functions in the application executed in the corresponding test case in the set of test cases. The program also determines, for each call graph in the set of call graphs, a set of short paths and a set of short sequences in the call graph. The program further receives a notification indicating a modification to a function in the application. The program also determines a subset of the set of test cases to test the modification to the function based on the sets of short paths and the sets of short sequences in the set of call graphs.

Coverage of call graphs based on paths and sequences

Some embodiments provide a non-transitory machine-readable medium that stores a program. The program receives a queue message from a computing device. The queue message includes a request to perform a set of actions on a resource in a private network and a security signature generated from an authentication operation. The program also stores the queue message in a message queue for later retrieval when the queue message is determined to be valid based on the security signature. The program further sends the queue message to a queue monitor for the queue monitor to instruct the resource to perform the set of actions. Upon receiving a response associated with the queue message from the queue monitor, the program forwards the response associated with the queue message to the computing device.

Accessing resources in private networks

A system is provided. The system includes one or more hardware processors, a memory storing a plurality of parsing mechanics, each parsing mechanic of the plurality of parsing mechanics being associated with a plurality of functions provided by a software system, and a natural language interface engine, executing on the one or more hardware processors. The natural language interface engine configured to receive a first execution job from a user device of the natural language interface engine, the first execution job including a first sentence in a natural language, identify a first parsing mechanic from the plurality of parsing mechanics based on natural language contents of the first sentence, identify, from the identified first parsing mechanic, that a first function of the plurality of functions is associated with the first parsing mechanic, execute a first function call to the first function, and provide results to the user device.

Natural language interface for software customization

The present invention provides a method and apparatus for configuring software resource for playing network programs. A request for downloading network programs transmitted by a user terminal to a network server includes the configuration information of software resources at the user terminal. After comparing and balancing the software resources required for playing network programs and the software resources at the user terminal, the network server transmits to the user terminal the software resource that is required for playing programs but are absent at the user terminal. The user terminal combines the received software resource with the local software resources to play the downloaded network programs. The user terminal can sufficiently configure the software resources required for playing network programs only by attachedly transmit the configuration information of software resources that the user terminal has when transmitting a request for downloading network programs.

Method and apparatus for configuring software resources for playing network programs

A method includes identifying a service request including a first and a second computing tasks. The first computing task includes a first program suite having a first data stack and a first code library. The second computing task includes a second program suite having a second data stack and a second code library. The method also includes, executing the first and the second computing tasks on the first and the second computing systems to produce first and second results, respectively. Executing the second computing task includes, transferring the second data stack and the second code library from the first computing system to the second computing system; producing a third data stack by executing the second code library on the second data stack; and transferring the third stack from the second computing system to the first computing system to produce the second results.

Parallel computing without requiring antecedent code deployment

The present invention provides a method and apparatus for enabling an application to cooperate with the running of a program. According to the invention, the playing control information of a program and the linking information of an application corresponding to the program are edited into a program playing control file. Through executing said playing control file, guided by the linking information and based on the running control information of the application, the application can download, run or stop to run cooperating with the playing of the optical disc program. The Solution of combining an application and a program into a playing control file will effectively cause the downloading and running of the application to cooperate with the playing of the program so as to ensure normal realization of corresponding functions.

Growing community of inventors

Shanghai, China

Yang Peng