Abstract: Methods and systems for submitting media object queries and receiving suggested answers for the media object queries. In one aspect, a method includes receiving from a first user a first media object and a first query relating to content in the first media object, presenting the first media object and the first query to multiple second users, receiving a suggested answer to the first query from each of two or more second users of the multiple second users, where at least two of the suggested answers are distinct, ranking the suggested answers, and presenting one or more of the ranked suggested answers to the first user.

Abstract: A system, method, and computer program product are provided for sending a message from a first queue to a second queue associated with a receiver agent in response to a request. In operation, a message is sent from a sender agent to a first queue. Additionally, a request is received at the first queue from a receiver agent. Furthermore, the message is sent from the first queue to a second queue associated with the receiver agent, in response to the request.

Abstract: Methods and systems for submitting media object queries and receiving suggested answers for the media object queries. In one aspect, a method includes receiving from a first user a first media object and a first query relating to content in the first media object, presenting the first media object and the first query to multiple second users, receiving a suggested answer to the first query from each of two or more second users of the multiple second users, where at least two of the suggested answers are distinct, ranking the suggested answers, and presenting one or more of the ranked suggested answers to the first user.

Abstract: This specification describes technologies relating to generation of keywords. In general, one aspect of the subject matter described in this specification can be embodied in methods that include receiving structured data describing a content item, the structured data indicating a category for the content item. The methods may further include searching domains associated with the category using a first query, formed based on data elements in the structured data, to identify resources associated with the identified domains. The methods may further include determining one or more queries based on data reflecting past search queries, where each of the one or more determined queries resulted in one or more of the identified resources being returned as part of a search result, and determining keywords based on the one or more determined queries. The methods may further include transmitting or storing the keywords for use in impression allocation decisions.

Abstract: Methods, systems and apparatus, including computer programs encoded on a computer storage medium, for determining similar queries for image searches. In one aspect, a method includes generating, for each of a plurality of search queries, a selection vector for the search query, each selection vector including a plurality of vector elements, each vector element corresponding to a unique image, and the value of each vector element being proportional to a number of selections of its corresponding unique image in response to the unique image being presented as a search result for the search query. The method further includes selecting a first search query and a second search query from the plurality of search queries and determining, from the selection vectors for the first and second search queries, a similarity measure that is a measurement of the similarity of the first search query to the second query.

Abstract: Methods and systems for suggesting alternative image queries for individual image query search results. In one aspect, a method includes displaying a group of one or more image search results for a first image query, each image search result referring to a respective resource and including a link to the respective resource, receiving first input from a user interacting with a first image search result in the group of one or more image search results, and, in response to receiving the first input, displaying one or more suggested second image queries, where each suggested second image query is associated with the first image search result.

Abstract: Methods, systems, and apparatus include computer programs encoded on a computer-readable storage medium. A method includes: for each of a plurality of content items in an inventory of content items: identifying an entity associated with the content item and a plurality of page types for a vertical associated with a product or service described in the content item; locating a plurality of informational pages associated with the entity; classifying each informational page based on the page types; identifying queries associated with the entity, wherein a query is used as a selection criteria for delivering one or more content items associated with the entity; for each informational page of the plurality of informational pages determining relevant queries from the identified queries; and storing in a data structure an association between the content item, data associated with the relevant queries and associated informational pages.

Abstract: An example method for scaling event processing in a network environment is provided and includes maintaining a first portion of a decision tree at a first server in the network environment, delegating a second portion of the decision tree from the first server to a second server, processing event data substantially simultaneously at the first server using the first portion of the decision tree and at the second server using the second portion of the decision tree, wherein the processing comprises determining a match between the event data and information stored at nodes in the decision tree. In various embodiments, the decision tree is distributed across a plurality of servers in the network, wherein each participating server maintains a local copy of a respective portion of the decision tree and processes the event data using the respective portion.

Abstract: Techniques are disclosed for detecting unidentified inventory in a network. In one embodiment, data that was collected from a plurality of network devices is received. The data includes at least one device identifier for a neighboring network device of at least one network device of the plurality of network devices. The at least one device identifier for the neighboring network device is compared to one or more device identifiers of known network devices. In response to determining that the at least one device identifier for the neighboring network device does not match a device identifier for the known network devices, the at least one device identifier is added to a list of unidentified inventory.

Abstract: Systems, apparatusses, and methods are disclosed for improving performance of a stride-based prefetcher on an out-of-order central processing unit (CPU). The present disclosure teaches a processor system that employs out-of-order stride prefetch units. The out-of-order stride prefetch units are utilized for issuing prefetches for out-of-order stride access patterns. In one or more embodiments, the out-of-order stride prefetch units examine the offsets between past virtual address (VA) accesses and the directions of the past VA accesses in order to generate an estimate of the underlying VA access stride of the executed program code (PC). In at least one embodiment, the out-of-order stride prefetch units use the estimate of the VA access stride in order to generate a prediction of future VA accesses. In some embodiments, after the out-of-order stride prefetch units have generated the prediction of future VA accesses, the out-of-order stride prefetch units prefetch the predicted future VA accesses.

Abstract: Methods, systems, and apparatus include computer programs encoded on a computer-readable storage medium, including a method for providing content. A search query is received. Search results responsive to the query are identified, including identifying a first search result in a top set of search results that is associated with a brand. Based at least in part on the query, one or more eligible content items are identified for delivery along with the search results responsive to the query. A determination is made as to when at least one of the eligible content items is associated with a same brand as the brand associated with the first search result. The first search result and one of the determined at least one eligible content items are combined into a combined content item and providing the combined content item as a search result responsive to the request.

Abstract: A method and apparatus for an in-database sharded queue that supports JMS session ordering is provided. Messages from a plurality of enqueuers are stored in a plurality of shards of a particular queue. For each enqueuer, all messages are stored in only one of the shards. Each shard includes one or more subshards, each subshard having one or more partitions of a queue table maintained by a relational database system. All messages from a first enqueuer are stored in partitions of the queue table that are assigned to a first shard of the plurality of shards. All messages from a second enqueuer are stored in partitions of the queue table that are assigned to a second shard of the plurality of shards. Subscribers of the particular queue are caused to dequeue messages from the plurality of shards.

Abstract: Techniques are disclosed for hiding sensitive information from a provider of support services. In one embodiment, a first network device determines that network device information includes non-sensitive data and sensitive data. In response to the determining, the first network device generates mapping data that maps dummy information to the sensitive data. The first network device generates output data that comprises the non-sensitive data and the dummy data and sends the output data to a second network device. In other embodiments, the user may select the network parameters that are sensitive. The first network device may also receive first report data from the second network device that identifies a network problem and includes the dummy data and generate second report data by using the mapping data to replace the dummy information with the sensitive data.

Abstract: Techniques are disclosed for detecting unidentified inventory in a network. In one embodiment, data that was collected from a plurality of network devices is received. The data includes at least one device identifier for a neighboring network device of at least one network device of the plurality of network devices. The at least one device identifier for the neighboring network device is compared to one or more device identifiers of known network devices. In response to determining that the at least one device identifier for the neighboring network device does not match a device identifier for the known network devices, the at least one device identifier is added to a list of unidentified inventory.

Abstract: Methods and systems for submitting media object queries and receiving suggested answers for the media object queries. In one aspect, a method includes receiving from a first user a first media object and a first query relating to content in the first media object, presenting the first media object and the first query to multiple second users, receiving a suggested answer to the first query from each of two or more second users of the multiple second users, where at least two of the suggested answers are distinct, ranking the suggested answers, and presenting one or more of the ranked suggested answers to the first user.

Abstract: Methods, systems and apparatus, including computer programs encoded on a computer storage medium, for determining similar queries for image searches. In one aspect, a method includes generating, for each of a plurality of search queries, a selection vector for the search query, each selection vector including a plurality of vector elements, each vector element corresponding to a unique image, and the value of each vector element being proportional to a number of selections of its corresponding unique image in response to the unique image being presented as a search result for the search query. The method further includes selecting a first search query and a second search query from the plurality of search queries and determining, from the selection vectors for the first and second search queries, a similarity measure that is a measurement of the similarity of the first search query to the second query.

Abstract: A system, method, and computer program product are provided for conditionally sending a request for data to a home node. In operation, a first request for data is sent to a first cache of a node. Additionally, if the data does not exist in the first cache, a second request for the data is sent to a second cache of the node. Furthermore, a third request for the data is conditionally sent to a home node.

Abstract: This specification describes technologies relating to generation of keywords. In general, one aspect of the subject matter described in this specification can be embodied in methods that include receiving structured data describing a content item, the structured data indicating a category for the content item. The methods may further include searching domains associated with the category using a first query, formed based on data elements in the structured data, to identify resources associated with the identified domains. The methods may further include determining one or more queries based on data reflecting past search queries, where each of the one or more determined queries resulted in one or more of the identified resources being returned as part of a search result, and determining keywords based on the one or more determined queries. The methods may further include transmitting or storing the keywords for use in impression allocation decisions.

Abstract: A network-on-chip system, method, and computer program product are provided for transmitting messages utilizing a centralized on-chip shared memory switch. In operation, a message is sent from one of a plurality of agents connected on a messaging network. The message is received at a central shared memory switch, the central shared memory switch being in communication with each of the plurality of agents. Further, the message is transmitted from the central shared memory switch to a destination agent, the destination agent being one of the plurality of agents.

Abstract: A system, method, and computer program product are provided for conditionally sending a request for data to a node based on a determination. In operation, a first request for data is sent to a cache of a first node. Additionally, it is determined whether the first request can be satisfied within the first node, where the determining includes at least one of determining a type of the first request and determining a state of the data in the cache. Furthermore, a second request for the data is conditionally sent to a second node, based on the determination.