Abstract: Methods, computer program products, computer systems, and the like are disclosed that provide for scalable deduplication in an efficient and effective manner. For example, such methods, computer program products, and computer systems can include determining, at a source site, whether metadata has been received from a target site, and, in response to a determination that the metadata has been received at the source site, retrieving the at least one unit of the source data from the source data store using the metadata and sending, from the source site, the at least one unit of source data to the target site.

Abstract: An algorithm releases answers to very large numbers of statistical queries, e.g., k-way marginals, subject to differential privacy. The algorithm answers queries on a private dataset using simple perturbation, and then attempts to find a synthetic dataset that most closely matches the noisy answers. The algorithm uses a continuous relaxation of the synthetic dataset domain which makes the projection loss differentiable, and allows the use of efficient machine learning optimization techniques and tooling. Rather than answering all queries up front, the algorithm makes judicious use of a privacy budget by iteratively and adaptively finding queries for which relaxed synthetic data has high error, and then repeating the projection. The algorithm is effective across a range of parameters and datasets, especially when a privacy budget is small or a query class is large.

Abstract: A method for execution by at least one processor of a database system includes storing a plurality of column values for a first column of a plurality of rows. Each of a set of missing data-based conditions for the first column are indexed via an indexing scheme. A subset of the set of missing data-based conditions that satisfy a query predicate of a query are identified. An IO pipeline for access of the first column based on the query predicate and further based on the subset of the set of missing data-based conditions is generated. The IO pipeline is applied in conjunction with execution of the query by applying at least one index element to identify a proper subset of the plurality of rows based on index data of the indexing scheme, and by generating a query resultant based on the proper subset.

Abstract: Method, storage medium and apparatus associated with content preparation and/or selection are disclosed herewith. In embodiments, an apparatus may include a content preparation or selection module to receive, as part of a content preparation or selection, a representation of a concept; and determine, for the content preparation or selection, topical relevance of a content item (N) of a content hierarchy to the concept. The content hierarchy may include a plurality of content items, including N, and determining the topical relevance of N to the concept includes determination of propagation of influence among content items of the content hierarchy subject to constraints that bound the number of operations performed by the computing system to determine the propagation of influence among content items of the content hierarchy with a chosen constant. Other embodiments may be disclosed and/or claimed.

Abstract: Intelligence production suffers from inadequate collaboration, poor information sharing, and lack of visibility into a complex production process, resulting in intelligence reports that are not aligned to the user's needs. This exacerbates decision-making problems by preventing critical data from reaching the appropriate staff, which prevents commanders from achieving their desired mission requirements due to incomplete or inadequate information. Using Object-Based Production, Adaptive Process Management, and Entity Management technologies, a new wiki-like capability was created that provides a wiki's ease of use and understanding while addressing weaknesses such as lack of multi-level security, no enforcement of publishing standards, and lack of product currency, providing an intelligence production solution addressing the above needs.

Abstract: In accordance with an embodiment, described herein is a system and method for delivery of content based on matching of user profiles with content metadata. The system enables delivery of personalized content, without the overhead of managing segment targeting rules, while providing content publishers or marketers with complete control over such personalization. A recommendation service or application program interface, provided by a computer, cloud computing environment, or other type of computer system, enables receipt and processing of requests, from client devices, for personalized content. A recommendation engine delivers content assets in response to a request from a client device. The recommendation engine determines a content channel and a user identity associated with the request, and then delivers content assets based on rules governing the matching of content asset metadata with the user profile. While content classification evolves over time, so also does the personalization of delivered content.

Abstract: This disclosure describes methods, non-transitory computer readable storage media, and systems that utilize a plurality of data validation processes to merge or replicate data across databases for downstream operations. For example, in response to a request to merge data from one or more source servers to one or more destination servers, a disclosed system determines database events to merge based on a plurality of database tables accessed in connection with a card account transaction. The disclosed system validates subsets of database events for the accessed database tables based on the quantities and event identifier sequencing of the database events. Additionally, the disclosed system replicates the database events from the source servers to the destination servers in response to validating the completeness and ordering of the database events for the card account transaction.

Abstract: A storage appliance arranges snapshot data and snapshot metadata into different structures, and arranges the snapshot metadata to facilitate efficient snapshot manipulation, which may be for snapshot management or snapshot restore. The storage appliance receives snapshots according to a forever incremental configuration and arranges snapshot metadata into different types of records. The storage appliance stores these records in key-value stores maintained for each defined data collection (e.g., volume). The storage appliance arranges the snapshot metadata into records for inode information, records for directory information, and records that map source descriptors of data blocks to snapshot file descriptors. The storage appliance uses a locally generated snapshot identifier as a key prefix for the records to conform to a sort constrain of the key-value store, which allows the efficiency of the key-value store to be leveraged.

Abstract: Systems and methods are disclosed for stateless stream handling and resharding. In one implementation, a first shard comprising one or more messages is generated. The first shard is associated with a first state attribute. The first shard and the first state attribute are provided as an update within a data stream. In another implementation, a first shard including a first state attribute is received within a first stream. A message that is inconsistent with the first state attribute is identified within the first shard. The message is associated as an attribute of the first shard. A second shard including a second state attribute is received. Based on the second state attribute, a position of the message within the second shard is determined. The message is inserted into the second shard based on the determining.

Abstract: Systems, methods, and computer readable media for staging a corpus of electronic communication documents for analysis, such as, for example, via a content analysis platform. The staging may include a staging platform accessing the corpus of electronic communication document. For each electronic communication document within the corpus, the staging platform may generate a fingerprint based upon the output of a hash function executed upon a set of characteristics corresponding to each segment within the electronic communication document. The staging platform may analyze the generated fingerprints to generated a plurality of threaded conversations that do not include electronic communication documents that fail to convey any new information. The systems and methods may also include detecting and flagging any segments within an electronic communication document that may have been mutated by its author.

Abstract: An apparatus comprises a processing device configured to identify a set of asynchronous data replication sessions currently running on a storage system each associated with a corresponding recovery point objective, and responsive to determining that at least one of the asynchronous data replication sessions has a current synchronization time that exceeds its corresponding recovery point objective for a first iteration of a given time window, to compute a session weight for each of the asynchronous data replication sessions. The processing device is also configured to select, for a second iteration of the given time window, data for transmission from the asynchronous data replication sessions based at least in part on the computed session weights. The processing device is further configured to transmit, during the second iteration of the given time window, the selected data.

Abstract: In various implementations, an asset gateway service receives log messages comprising asset data captured by a gateway device associated with an asset. The log messages each include a first identifier corresponding to a first representation of the gateway device, which itself is associated with a first organization. The service persists data from the log to a first datastore accessible by the first organization. The service also determines whether a second representation of the gateway device (i.e., a clone) exists. If so, the service persists at least some of the data from the log message to a second datastore, which itself may be associated with a second organization, thereby allowing both organizations to access the data in a secure yet convenient manner.

Abstract: Systems, methods, and computer-program products are described for determining current location information which includes determining whether an object is moving by comparing the current location information with previous location information. Future location information is calculated and a point of interest is filtered using the future location information. A media asset is then matched to the filtered point of interest and a current score is determined for the matched media asset. Determining a current score includes determining a window in which the matched media asset is geographically relevant to the future location information, and updating the matched media asset score when the future location information changes. An ordered playlist is dynamically generated according to the future location information by repeatedly prioritizing and sequencing matched media assets according to the current score for each matched media asset, and matched media assets are played or displayed in the ordered playlist.

Abstract: The present disclosure involves systems, software, and computer implemented methods for aligned purpose disassociation in a multi-system landscape. One example method includes receiving, from multiple systems, a can-disassociate status for a purpose for an object instance. The status from a respective system can be an affirmative status that indicates that the system can disassociate the purpose from the instance or a negative status that indicates that the system cannot disassociate the purpose from the instance. The received statuses are evaluated to determine a central disassociate purpose decision for the purpose for the instance. The central disassociate purpose decision can be to disassociate the purpose from the instance when no system has the negative status and to not disassociate the purpose from the instance when at least one system has the negative status. The central disassociate purpose decision is provided to at least some of the multiple systems.

Abstract: Dynamic generation of data catalogs may be implemented for accessing data sets in different storage locations. Data sets may be accessed in order to extract portions of data. Structure recognition techniques may be applied to the extracted data in order to determine structural information for the data sets. The structural information may then be stored as part of a data catalog for the data sets. Requests to access the data catalog from different clients may be received and the requested structural data supplied so that the clients may access different data sets utilizing the supplied structural data. Data catalogs may be updated as changes to data sets are made.

Abstract: The present disclosure relates to computer-implemented methods, software, and systems for managing data replication. A request associated with storing content of a file is received at a storage service provided by in a multiple availability zone cloud platform. A lock request is sent to an in-memory data grid at a first instance of the storage service to lock the file for accessing. An input stream of the file is received at the persistence interface to be read iteratively in portions. A read portion of the file is iteratively stored in a first file system storage associated with instances of the storage service at a first availability zone. The portions of the file are provided iteratively to a replication executor at the first instance of the storage service to request replication of the content of the file into a second file storage of a second availability zone of the cloud platform.

Abstract: Systems and methods are described herein that provide a system associated with a CRA application framework with offline capability for mobile devices. In one example embodiment, a network request is received via network communications from a mobile device. The request is identified and multiple processing threads are initiated that separate operations for performing the request. A Self Describing Object (SDO) is generated and is returned in response to a fetch request. This allows the mobile device to input data while offline from a server and to minimize network interactions therebetween.

Abstract: Embodiments include apparatuses, methods, and systems for managing a data warehouse associated with an electronic payment transaction processing network. A first set of stores are active and a second set of stores are inactive in an offer program related to merchandise of a merchant. A first set of transaction records for a first set of transactions from the first set of stores and a second set of transaction records for a second set of transactions from the second set of stores are obtained. A first set of operations on the data warehouse for the first set of transaction records and a second set of operations on the data warehouse for the second set of transaction records may be performed. The second set of operations, different from the first set of operations, includes an update operation on the data warehouse. Other embodiments may also be described and claimed.

Abstract: Systems and methods of delegating media capturing functionality from one device to another are presented. A first device configured with an object recognition engine captures a media representation of an environment and identifies an object within that environment. Then based on matched object traits from a database, the engine selects a delegation rules set, and delegates certain media capturing functionality to a second device according to the selected delegation rules set.

Abstract: Systems, methods, and computer-program products are described for determining current location information which includes determining whether an object is moving by comparing the current location information with previous location information. Future location information is calculated and a point of interest is filtered using the future location information. A media asset is then matched to the filtered point of interest and a current score is determined for the matched media asset. Determining a current score includes determining a window in which the matched media asset is geographically relevant to the future location information, and updating the matched media asset score when the future location information changes. An ordered playlist is dynamically generated according to the future location information by repeatedly prioritizing and sequencing matched media assets according to the current score for each matched media asset, and matched media assets are played or displayed in the ordered playlist.