Abstract: Technology is described for computationally intensive distributed computing systems and methods. A storage process for representing data objects in memory using a serialization format that provides low replication cost and thread-safe reads may include receiving a data object by a computing hub. A distributed shared memory of the computing hub may write the data object to a memory device associated with the computing hub using a byte array broken into a plurality of sections. The plurality of sections may describe the in-memory content of the data object and include information on how to read the plurality of sections to obtain a current state of the data object. The distributed shared memory may process requests from processing applications to modify data associated with the data object. The distributed shared memory may write mutations to the data object caused by the requests to the memory device using an ordered, log-based format to provide versioned snapshots of state.

Abstract: System and techniques for dynamically building a file graph are described herein. Meta data is received for a first and a second file. An intersection of the first metadata set and the second metadata set is computed. An edge in a file graph is created based on the intersection. Then, after receiving a query about the first file, the second file is provided as a result to the query based on the edge in the file graph.

Abstract: A method, system and computer-usable medium are disclosed for reducing communication payload in an e-commerce system. Certain embodiments include a computer-implemented method for storing, at a product host platform, product configuration data including, item identifiers associated with each item of a product configuration, descriptor data respectively associated with each item identifier, and a reductive identifier respectively associated with each item identifier, wherein the reductive identifier associated with each item identifier is generated, at least in part, from the descriptor data of the item identifier. In certain embodiments, the reductive identifiers stored in the product configuration data at the order platform are compared with the reductive identifiers in master product configuration data stored at the product host platform. In certain embodiments, the differences are used as a basis to update the configuration data at the order platform.

Abstract: Aspects of the present disclosure relate to chat management to address queries. A query can be received. A determination can be made whether the query has already been answered by comparing the query to text within a chat database. In response to determining that the query has not been answered, a set of prospective experts can be identified. Each of the prospective experts of the set of prospective experts can be ranked based on at least one factor. The query can be transmitted to a first ranked expert. An answer to the query can then be received from the first ranked expert.

Abstract: A method includes identifying all possible data object combinations for at least some of a plurality of data objects and determining a total score value for each data object combination. The method also includes applying a mutation variable to a first set of data object combinations. The method also includes selecting at least two data object combinations of the first set of data object combinations after application of the mutation variable and identifying data objects that appear in each of the at least two data object combinations. The method also includes generating a second set of data object combinations using the data objects that appear in each of the at least two data object combinations and each possible combination of data objects that do not appear in at least one data object combination of the at least two data object combinations.

Abstract: An electronic device and a method for operating the electronic device are provided. The electronic device includes a first memory, a second memory configured to store therein journal data including an operation result of a transaction for data in the database and metadata, and at least processor configured to detect an occurrence of the transaction, identify characteristics of a database system to which the data corresponding to the transaction belongs and characteristics of a file system, determine whether to create a thread for synchronizing the metadata stored in the second memory with the first memory based on the characteristics of the file system and the characteristics of the database system, and synchronize the metadata with the first memory using the created thread corresponding to identifying that the transaction of the data satisfies a condition related to a degree of change of time of the data.

Abstract: This disclosure proposes systems, methods, and apparatus that identify raw SQL queries that are likely to cause a double counting error, and if such a SQL query is identified, then convert the raw SQL query into SQL queries that account for and avoid double counting. In some embodiments, this process uses queries and subqueries that refer back to a common table expression (CTE) in order to reduce code length and increase query execution speed.

Abstract: Described are mechanisms for creating and utilizing a specialized index to improve the efficiency of various types of leading wildcard searches without having to unduly burden the system with write requests. The mechanisms may identify particular fields to be included in one or more types of specialized indexes that are accessed in response to particular types of wildcard queries including various combinations of leading, trailing, and intermediate wildcard operators. In addition, the mechanism may perform various pre-processing by an application when creating such indexes to conserve resources of an underlying database system. The mechanisms may also execute such wildcard queries in a manner that appears to be synchronous to a user while maintaining such indexes asynchronously for efficiency purposes.

Abstract: The disclosed technology teaches recovering a first virtual machine or an instance with an Internet Protocol address, a first root volume and one or more data volumes that are corrupted. The first virtual machine is hosted by a first cloud server that hosts plurality of virtual machines. The disclosed technology includes instructing the first cloud server to launch a recovery virtual machine. The recovery virtual machine launches one or more new data volumes based upon captured file system images in one or more snapshots taken of corrupted data volumes of the first virtual machine prior to becoming corrupted. The recovery virtual machine detaches the corrupted data volumes and attaches the new data volumes launched to the first virtual machine. The Internet Protocol address of the first virtual machine remains unchanged.

Abstract: Technologies are described for facilitating transaction processing within a database environment having a coordinator node, a first worker node, and at least a second worker node. The coordinator node receives local transaction tokens from the first and the at least a second worker nodes. The coordinator nodes determines a synchronized transaction token using at least the local transaction tokens from the first and the at least a second worker nodes. The coordinator node sends the synchronized transaction token to the first and the at least a second worker nodes.

Abstract: A method for crowdsourced answer selection for question-answer processing in automated commercial tender document (CTD) response generation includes populating a database with questions extracted from past CTDs and clustering the questions into groups of similar questions. Then, for each of the genus questions, a set of answers submitted in respectively different responses by multiple different responders are mapped to different ones of the past CTDs in connection with the genus question. Thereafter, the responses are rated and a present response document for a present CTD and also the present CTD are loaded into an editor. A question is extracted from the present CTD and the database queried with the extracted question. In response, a set of answers mapped to a genus question for the extracted question is retrieved and an answer in the set having a highest rating is inserted into the present response document for the extracted question.

Abstract: Disclosed herein are systems, computer-implemented methods, and tangible computer-readable media for representing media assets. The method includes receiving an original media asset and derivative versions of the original media asset and associated descriptors, determining a lineage to each derivative version that traces to the original media asset, generating a version history tree of the original media asset representing the lineage to each derivative version and associated descriptors from the original media asset, and presenting at least part of the version history tree to a user. In one aspect, the method further includes receiving a modification to one associated descriptor and updating associated descriptors for related derivative versions with the received modification. The original media asset and the derivative versions of the original media asset can share a common identifying mark.

Abstract: A method of processing a search query, the method comprising receiving a search query; determining whether the search query is stored in an offline query index by comparing the search query against one or more offline search queries stored therein; responsive to determining that the search query matches a given offline search query, determining an offline SERP template pointer associated with the given offline search query; determining, based on the offline SERP template pointer, an associated offline SERP template stored within an offline SERP template index; retrieving a list of one or more ordered element pointers comprising the associated offline SERP template; retrieving, for each one or more ordered element pointers comprising the list, a respective SERP element, from the at least one SERP elements index; generating an offline SERP by compiling the retrieved SERP elements; and displaying the offline SERP on the electronic device.

Abstract: A system and method for providing sensory analytics responses. The method comprises collecting raw data from a plurality of data sources; extracting, from the collected raw data, a subset of the raw data to be analyzed; generating, based on the extracted subset of the raw data, an analytics dataset, wherein the analytics dataset includes a performance indicator; determining, based on at least one received input, at least one query; determining, based on the generated analytics dataset, a response to the at least one query, wherein the response includes at least one sensory output; and causing projection of the determined at least one sensory output.

Abstract: Certain embodiments disclosed herein reduce or eliminate a communication bottleneck at the storage manager by reducing communication with the storage manager while maintaining functionality of an information management system. In some implementations, a client obtains information for enabling a secondary storage job (e.g., a backup or restore) from a storage manager and stores the information (which may be referred to as job metadata) in a local cache. The client may then reuse the job metadata for multiple storage jobs reducing the frequency of communication with the storage manager. When a configuration of the information management system changes, or the availability of resources changes, the storage manager can push updates to the job metadata to the clients. Further, a client can periodically request updated job metadata from the storage manager ensuring that the client does not rely on out-of-date job metadata.

Abstract: The present disclosure discloses a method for generating a question answering robot, relates to the field of robotics. The specific implementation includes: obtaining field information input by a user, obtaining a field-specific robot from a robot library based on the field information; obtaining a template list corresponding to the field-specific robot, providing the template list to the user, the template list including a plurality of templates; receiving the plurality of templates filled in by the user, the templates filled in by the user including at least one question and an answer corresponding to the at least one question; expanding the at least one question filled in by the user based on a question semantic database to form a combination of questions corresponding to the answer, the answer and the combination of questions forming a question-answer pair; and generating a question answering robot based on the question-answer pair.

Abstract: The present invention provides a method, an apparatus, an electronic device and a readable storage medium for providing a serial number, capable of configuring different serial number generating methods according to different business scenarios, solving a problem of completely depending on one serial number generating method, enabling to generate a serial number that satisfies a business scenario in time, and finally improving the stability of a logistics distribution system.

Abstract: A computing system is configured to be coupled to a remote storage system. The remote storage system comprises a key/value store. The computing system is configured to perform transactions on data stored at the remote storage system. The system includes a database client. The database client includes an interface configured to allow a user to request database operations using the database client. The system further includes a database engine coupled to the database client. The database engine is configured to receive requests for database operations from the database client. The database engine is further configured to obtain and operate on transaction state stored as one or more key/value pairs in the key/value store at the remote storage system from the remote storage system. The database engine is configured to transactionally perform data operations, using the transaction state, on one or more data key/value pairs in the key/value store.

Abstract: Methods, systems, and computer readable media for recycling order identifiers are disclosed. According to one method, the method occurs at an order management system that utilizes an order database. The order management system includes at least one processor and a memory. The method includes selecting, using an order block data structure, an order slot identifier from a range of order slot identifiers usable in a database partition of the order database, wherein the order slot identifier is reusable; storing order data for an order in the database partition using the order slot identifier; purging the order data in the database partition; and modifying, periodically or aperiodically, the order block data structure to indicate that the order slot identifier is available for reuse, wherein the order block data structure indicates a recycle count associated with usage.

Abstract: A system, method and device for determining and notifying a clinician of information relevant to the clinician. The method that is performed by the device or system includes identifying at least one keyword in a user profile of a clinician, identifying at least one content word in a new information item, determining a relevance score between the new information item and the clinician based on the at least one keyword and the at least one content word and when the relevance score is above a predetermined threshold value, generating a notification for the clinician indicating the new information item.