Abstract: In one embodiment, a computer-implemented method executable by a computer to process metadata of a data source is provided. The method includes: processing, by a processor of the computer, the metadata to determine a graph of nodes and edges; converting, by the processor of the computer, the graph from a cyclic graph to an acyclic graph; converting, by the processor of the computer, the acyclic graph to a listing; performing, by the processor of the computer, a topological sort on the listing; and generating a report that includes the sorted listing.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for facilitating spin mode-based dynamic updating of application servers in an on-demand services environment. In one embodiment and by way of example, a method includes upgrading a first set of application servers of a plurality of application servers at one or more computing devices, holding a first set of requests received at the first set of application servers from being processed while the first set of application servers is being upgraded, and upgrading a second set of application servers of the plurality of application servers upon completion of the first set of application servers. The method may further include holding a second set of requests received at the second set of application servers from being processed while the second set of application servers is being upgraded, and resuming processing of the first set of requests at the upgraded first set of application servers.

Abstract: Disclosed are examples of systems, apparatus, methods and computer program products for providing a user interface customizable to define state transitions of panes in a bounding window. For example, a bounding window including one or more resizable panes is displayed in a user interface on a display device. Breakpoints situated at respective spatial positions in the bounding window are graphically represented in the user interface. Each breakpoint defines a transition of a pane from one state to another when the pane is resized to traverse the breakpoint. The spatial position of one or more of the breakpoints can be updated in accordance with a request indicating user customization of breakpoints.

Abstract: In accordance with disclosed embodiments, there are provided methods, systems, and apparatuses for accepting late joiners with screen sharing including, for example, means for receiving, at a server, a key frame from a publishing client sharing its screen, the key frame defining the screen of the publishing client in its entirety at the beginning of a screen sharing session with one or more viewing clients; transmitting the key frame to the one or more viewing clients; iteratively processing each of a plurality of delta frames from the publishing client specifying changes to the screen of the publishing client, wherein the iterative processing includes: (i) receiving each delta frame, (ii) updating an aggregated current key frame with the delta frame received, and (iii) sending the delta frame to the one or more viewing clients.

Abstract: In accordance with embodiments, there are provided mechanisms and methods for managing a risk of access to an on-demand service as a condition of permitting access to the on-demand service. These mechanisms and methods for providing such management can enable embodiments to help prohibit an unauthorized user from accessing an account of an authorized user when the authorized user inadvertently loses login information. The ability of embodiments to provide such management may lead to an improved security feature for accessing on-demand services.

Abstract: In an enterprise environment that includes multiple data centers each having a number of first servers, computer-implemented methods and systems are provided for detecting faulty storage device(s) that are implemented as redundant array of independent disks (RAID) in conjunction with each of the first servers. Each first server monitors lower-level health metrics (LHMs) for each of the storage devices that characterize read and write activity of each storage device over a period of time. The LHMs are used to generate high-level health metrics (HLMs) for each of the storage devices that are indicative of activity of each storage device over the period of time. Second server(s) of a monitoring system can use the HLMs to determine whether each of the storage devices have been inactive or active, and can generate a fault indication for any storage devices that were determined to be inactive while storage device(s) at the same first server were determined to be active.

Abstract: Word phrases are stored in a phrase structure. Each word is stored as a keyword in a keyword structure. Each keyword is associated with usage attributes identifying use of a word in a word phrase. Any preceding words associated with a keyword, and a mapping from any preceding words to a word phrase, is stored for each word. A word string is input. Match attributes are updated in a match structure if a word in the word string matches any keyword and if any preceding words associated with any matching keyword includes a preceding word which precedes the word in the word string. The match attributes indicate use of the matching word in the word string and in a word phrase. Whether a word phrase is present in the word string is determined based on the usage attributes and the match attributes associated with multiple matching words.

Abstract: Some embodiments of the present invention include determining if updates performed by a second user include a systematic change such as a reversal of an update previously performed by a first user within a time window. The reversal is associated with a record of data used by a gamification application executing in a computer system. A time delay is introduced between the update performed by the second user and rewarding the second user if the update performed by the second user includes the reversal within the time window. An update history of the first user and the second user is evaluated to identify pattern of reversals associated with similar records within the time window. The second user is prevented from being rewarded based on identifying that there are patterns of reversals from the update history occurring within the time window.

Abstract: Techniques described herein may be used to solve a stochastic problem by dividing the stochastic problem into multiple fragments. In some cases, each fragment may be related to a random variable that forms a part of the problem, such that each fragment may produce samples from a probability distribution for that variable. Each fragment of the stochastic problem may then be assigned to a configurable circuit to solve the stochastic fragment. Configurable circuits may be implemented using any suitable combination of hardware and/or software, including using stochastic circuitry. In some embodiments, stochastic circuitry may include a stochastic tile and/or a stochastic memory.

Abstract: A system and method for enabling the interchange of enterprise data through an open platform is disclosed. This open platform can be based on a standardized interface that enables parties to easily connect to and use the network. Services operating as senders, recipients, and in-transit parties can therefore leverage a framework that overlays a public network.

Abstract: This disclosure provides some implementations of methods, apparatus, systems, and computer program products for creating and managing granular relationships on an online social network. In some implementations, a request to generate an information feed is associated with configuration information, which identifies a source of information updates. Each of the information updates can be of a certain type. The configuration information identifies one or more of these types. An information update can be selected from the identified information source. The selected information update has one or more of the types associated therewith. The requested information feed is generated to include the selected information update and displayed on a display device.

Abstract: Computer-implemented methods and systems are provided. The system includes a data store that is configured to store events in an event table, a temporary events file storage system (TEFSS), and a cluster of application servers. The cluster includes a first application server that generates events, and a second application server that includes an events file uploader service. When the first application server is unable to directly write events to the data store, an indirect events writer generates events file(s), and writes the events file(s) to the TEFSS. Each events file includes a plurality of events flushed from an in-memory buffer service at the first application server. When the events file uploader service determines that the first application server is inactive, it reads the events file(s) from the TEFSS, and writes the events from each of the events files to the data store.

Abstract: A system and method for configuring a test for a program is provided. The method, for example, may include receiving, by a processor, an identification of an electronic device, retrieving, by the processor, a configuration of the electronic device from a memory, modifying, by the processor, at least one step of the test based upon the configuration of the electronic device.

Abstract: Deep learning is applied to combined image and text analysis of messages that include images and text. A convolutional neural network is trained against the images and a recurrent neural network against the text. A classifier predicts human response to the message, including classifying reactions to the image, to the text, and overall to the message. Visualizations are provided of neural network analytic emphasis on parts of the images and text. Other types of media in messages can also be analyzed by a combination of specialized neural networks.

Abstract: A method includes providing a first party and a second party access to an integrated incubation environment (e.g., a multi-tenant system) residing on a server; storing, on the server, information relating to a collaborative project, wherein a first portion of the information is received from the first party, and a second portion of the information is received from the second party; and presenting the information to the first party and the second party over a network using at least one social network component.

Abstract: A hierarchical template framework may include lower tier templates that identify groups of software components for discrete software services. The template framework also may include upper tier templates that include one or more lower tier templates and identify software components for a prearranged group of the software services configured to support and operate with an associated category of core software functions. A software developer may build a software application from the software components identified in a selected upper tier template, lower tier templates, and any other core software components identified for the core software functions. The templates prevent the software developer from having to manually locate and test all of the software components for different software services used in a software application.