Abstract: In accordance with disclosed embodiments, there are provided methods, systems, and apparatuses for assigning code lines to clusters with storage and other constraints in an on-demand service environment including, for example, receiving as input, a plurality of code lines for test within a host organization; determining available resource capacity for each of a plurality of clusters within the host organization; determining required resource capacity for each of the plurality of code lines for test within the host organization; sorting the plurality of clusters according to the determined available resource capacity for each; sorting the plurality of code lines according to the determined required resource capacity for each; and allocating the plurality of code lines amongst the plurality of clusters based on the sorting of the plurality of clusters and based further on the sorting of the plurality of code lines. Other related embodiments are disclosed.

Abstract: The technology disclosed relates to methods for partitioning sets of features for a Bayesian classifier, finding a data partition that makes the classification process faster and more accurate, while discovering and taking into account feature dependence among sets of features in the data set. It relates to computing class entropy scores for a class label across all tuples that share the feature-subset and arranging the tuples in order of non-decreasing entropy scores for the class label, and constructing a data partition that offers the highest improvement in predictive accuracy for the data set. Also disclosed is a method for partitioning a complete set of records of features in a batch computation, computing increasing predictive power; and also relates to starting with singleton partitions, and using an iterative process to construct a data partition that offers the highest improvement in predictive accuracy for the data set.

Abstract: A system and method for providing features in a database system. In one embodiment, a method includes receiving, from a user, a request for a feature, where the feature is a functionality of the database system. The method further includes upgrading the database system, where the upgrading includes one or more provisioning steps that are based on the request from the user.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for sharing tenant information utilizing a multi-tenant on-demand database service. These mechanisms and methods for sharing tenant information utilizing a multi-tenant on-demand database service can allow automatic sharing of information owned by a first tenant with other tenants of the multi-tenant on-demand database service. In this way, collaboration among tenants of the multi-tenant on-demand database service may be enabled via the sharing of the tenant information.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for creating an object within a system, utilizing a template. These mechanisms and methods for creating an object within a system, utilizing a template can enable increased efficiency, resource and time savings, more intuitive object creation, etc.

Abstract: Techniques for metadata-driven dynamic content serving. Metadata content is stored as a source instance, the metadata content is to be utilized to provide dynamically-constructed pages of content. The metadata content is published to one or more runtime pods communicatively coupled to receive the metadata content. A request for content is received with a selected one of the one or more runtime pods. Content is provided in response to the request as a response with the selected runtime pod utilizing the metadata content published from the source instance.

Abstract: In accordance with embodiments, there are provided techniques for implementing batch processing in a multi-tenant database system. These techniques for implementing batch processing in a multi-tenant database system may enable embodiments to provide great flexibility to a tenant of the architecture to perform desired functions on content of the database while allowing the owner of the architecture schedule the processing of the functions on the content.

Abstract: In embodiments, methods and systems for improving a query in a database system are provided. These method and system embodiments can enable greater contextual knowledge about the types and use of data in tables underlying a relational database to be employed to improve query efficiency. By employing contextual information, embodiments can provide improved queries and/or make recommendations to a query optimizer of a database system to improve its operation based upon knowledge of the data and/or application gathered. Embodiments can be useful in improving query performance in multi-tenant database systems.

Abstract: Systems, apparatus, and methods for implementing enterprise level social and business information networking are provided. Users can receive relevant information about a database system and its users at an appropriate time. Users can then use this relevant information to reduce errors and limit redundant efforts. For example, an update of a record in the database can be identified, and a story created automatically about the update and sent to the users that are following the record. Which updates have stories created and which stories are to be sent to which users can be configured. Other events besides updating of records can also be tracked. For example, actions of a user that result in an event can be tracked, where such tracking can also be configurable. Subscriptions to follow an object can be automatic, and access checks can be used to ensure that unauthorized users do not see certain data.

Abstract: In accordance with disclosed embodiments, there are provided methods, systems, and apparatuses for implementing a slipstream bandwidth management algorithm including, for example, means for executing an application a computing device, in which the application is to communicate with a remote computing device over a public Internet; means for approximating outgoing bandwidth for communications from the computing device to the remote computing device; means for approximating incoming bandwidth for communications received at the computing device from the remote computing device; means for allocating multiple simultaneous Transmission Control Protocol (TCP) connections in support of the application based at least in part on the approximated outgoing bandwidth and based further on the approximated incoming bandwidth; and means for iteratively adjusting bandwidth communicated for the application between the computing device and the remote computing device based at least in part on latency between the computing devic

Abstract: A user-extensible common schema is described in the context of a shared database. In one example, an apparatus includes a shared database organized around a common schema. First and second applications provides access to the shared database using the common schema, the first and second applications having first and second schema extensions having first and second sets of additional objects, defined by the first and second applications, respectively. The first and second applications present views of and operations on the shared database that are extended by the respective schema extension.

Abstract: A method and apparatus for multi-domain authentication is described. In one example, credentials are received for a user accessing a first domain. User access to the first domain and a second domain is confirmed. A token is created for access to the second domain and the is provided with access to the second domain.

Abstract: Methods and systems for measuring the performance of a mobile application and its associated user page flows include a communication link configured to connect a plurality of mobile client devices to an application server running the mobile application. The system includes a first module configured to implement a plurality of mobile network protocols; a second module configured to implement a plurality of mobile carrier protocols; a third module configured to implement a plurality of mobile operating systems; and a processing module configured to download the application and user pages from the application server and measure performance on each of the plurality of mobile client devices using different combinations of the plurality of mobile network protocols, the plurality of mobile carrier protocols, and the plurality of mobile operating systems.

Abstract: In one embodiment, a computer-implemented method executable by a server system to store data in a data cache and refresh the data based on a dynamic schedule is provided. The method includes: receiving, by a processor, data from a first resource; storing, by the processor, the data in a data cache; determining, by the processor, a type of the data, and an access frequency of the data; determining, by the processor, a dynamic schedule based on the type of the data, and the access frequency of the data; and refreshing the data cache with new data from the first resource based on the dynamic schedule.

Abstract: A system stores first information, provided by a first user input via a mobile operating system, which enables access to a first restricted access website. The system stores a first screenshot and first data associated with the first restricted access website in response to a first user request, via the mobile operating system, to switch to a second restricted access website. The system stores second information, provided by a second user input via the mobile operating system, which enables access to the second restricted access website. The system stores a second screenshot and second data associated with the second restricted access website in response to a second user input, via the mobile operating system, to switch to the first restricted access website. The system outputs the first screenshot supported by the first data. The system enables access to the first restricted access website based on the stored first information.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for conditionally allowing an application of an entity access to data of another entity in an on-demand database service. These mechanisms and methods for conditionally allowing an application of an entity access to data of another entity in an on-demand database service can enable embodiments to limit such access to the data, as desired. Furthermore, embodiments of such mechanisms and methods may provide additional security when sharing data among different subscribers to an on-demand database service.

Abstract: A system and method for determining organizational hierarchy from contact data. A phrase having multiple terms representing a job title is received and converted to lower case, then concatenated with a symbol to separate the terms. The phrase is compared to a training set of predefined normalized phrases representing known job titles. If a match is found, a data record is created or updated with organizational hierarchy information associated with the matched phrase in the training set. If a match is not found, a term is removed from the phrase and the comparison repeated.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating sliding window resource tracking in message queues for fair management of resources for application servers in an on-demand services environment. In one embodiment and by way of example, a method includes monitoring, in real-time, in-flight jobs in message queues for incoming jobs from organizations in a distributed environment having application servers in communication over a network, applying local sliding windows to the message queues to estimate wait time associated with each incoming job in a message queue. A local sliding window may include segment of time being monitored in each message queue for estimating the wait time. The method may further include allocating, in real-time, based on the estimated wait time, thread resources to one or more of the incoming jobs associated with the one or more of the organizations.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for conditionally sharing an object with one or more entities. These mechanisms and methods for conditionally sharing an object with one or more entities can enable enhanced data sharing, simplified data security, etc.