Abstract: A method performed by a data system includes automatically learning relationship(s) among datasets based on one or more of a user query or an observation of a data flow through the data system. The method further includes generating an optimized data structure based on the learned relationships among the datasets. The data system then modifies a query plan to obtain query results that satisfy a query by reading the optimized data structure in lieu of reading the datasets.

Abstract: Disclosed embodiments include a method performed by server computer(s). The method includes receiving a query and defining a query plan based on the received query. The query plan refers to datasets contained in data sources. The method further includes determining that the received query can be accelerated based on an optimized data structure contained in a memory, where the optimized data structure is derived from a dataset referred to in the query plan. The method further includes modifying the query plan to include the optimized data structure, and executing the modified query plan to obtain query results that satisfy the received query by reading the optimized data structure in lieu of reading at least some data from the data sources.

Abstract: A method performed by a data system includes automatically learning relationship(s) among datasets based on one or more of a user query or an observation of a data flow through the data system. The method further includes generating an optimized data structure based on the learned relationships among the datasets. The data system then modifies a query plan to obtain query results that satisfy a query by reading the optimized data structure in lieu of reading the datasets.

Abstract: Disclosed embodiments include a method performed by server computer(s). The method includes receiving a query and defining a query plan based on the received query. The query plan refers to datasets contained in data sources. The method further includes determining that the received query can be accelerated based on an optimized data structure contained in a memory, where the optimized data structure is derived from a dataset referred to in the query plan. The method further includes modifying the query plan to include the optimized data structure, and executing the modified query plan to obtain query results that satisfy the received query by reading the optimized data structure in lieu of reading at least some data from the data sources.

Abstract: The disclosed embodiments include a method for caching by a data system. The method includes automatically caching a portion of a data object from an external data source to a local cluster of nodes in accordance with a unit of caching. The portion of the data object can be selected for caching based on a frequency of accessing the portion of the data object. The portion of the data object in the cache is mapped to the external data source in accordance with a unit of hashing. The method further includes, responsive to the data system receiving a query for data stored in the external data source, obtaining query results that satisfy the received query by reading the portion of the cached data object instead of reading the data object from the external data source.

Abstract: The disclosed embodiments include a method for caching by a data system. The method includes automatically caching a portion of a data object from an external data source to a local cluster of nodes in accordance with a unit of caching. The portion of the data object can be selected for caching based on a frequency of accessing the portion of the data object. The portion of the data object in the cache is mapped to the external data source in accordance with a unit of hashing. The method further includes, responsive to the data system receiving a query for data stored in the external data source, obtaining query results that satisfy the received query by reading the portion of the cached data object instead of reading the data object from the external data source.

Abstract: A method performed by a data system includes automatically learning relationship(s) among datasets based on one or more of a user query or an observation of a data flow through the data system. The method further includes generating an optimized data structure based on the learned relationships among the datasets. The data system then modifies a query plan to obtain query results that satisfy a query by reading the optimized data structure in lieu of reading the datasets.

Abstract: The disclosed embodiments include a method performed by a data system. The method includes automatically learning relationship(s) among datasets based on one or more of a user query or an observation of a data flow through the data system. The method further includes generating an optimized data structure based on the learned relationships among the datasets. The data system then modifies a query plan to obtain query results that satisfy a query by reading the optimized data structure in lieu of reading the datasets.

Abstract: The disclosed embodiments include a method for caching by a data system. The method includes automatically caching a portion of a data object from an external data source to a local cluster of nodes in accordance with a unit of caching. The portion of the data object can be selected for caching based on a frequency of accessing the portion of the data object. The portion of the data object in the cache is mapped to the external data source in accordance with a unit of hashing. The method further includes, responsive to the data system receiving a query for data stored in the external data source, obtaining query results that satisfy the received query by reading the portion of the cached data object instead of reading the data object from the external data source.

Abstract: The disclosed embodiments include a method performed by a data system. The method includes automatically learning relationship(s) among datasets based on one or more of a user query or an observation of a data flow through the data system. The method further includes generating an optimized data structure based on the learned relationships among the datasets. The data system then modifies a query plan to obtain query results that satisfy a query by reading the optimized data structure in lieu of reading the datasets.

Abstract: Disclosed embodiments include a method performed by server computer(s). The method includes receiving a query and defining a query plan based on the received query. The query plan refers to datasets contained in data sources. The method further includes determining that the received query can be accelerated based on an optimized data structure contained in a memory, where the optimized data structure is derived from a dataset referred to in the query plan. The method further includes modifying the query plan to include the optimized data structure, and executing the modified query plan to obtain query results that satisfy the received query by reading the optimized data structure in lieu of reading at least some data from the data sources.

Abstract: A tool kit for holding a door knob during supporting installation or uninstallation of a door locks, the tool kit comprises a bar clamp comprising a clamp assembly mounted on a slide bar, adapted for holding an edge of a door. The slide bar extends towards an outer face of the door. The tool kit further comprises an angular bracket comprising a first arm slidably mountable on the slide bar and a second arm comprising a felt pad adapted for holding a door knob in position on the outer face of the door, upon pressing at least one locking pressure point on the angular bracket.

Abstract: A tool kit for holding a door knob during supporting installation or uninstallation of a door locks, the tool kit comprises a bar clamp comprising a clamp assembly mounted on a slide bar, adapted for holding an edge of a door. The slide bar extends towards an outer face of the door. The tool kit further comprises an angular bracket comprising a first arm slidably mountable on the slide bar and a second arm comprising a felt pad adapted for holding a door knob in position on the outer face of the door, upon pressing at least one locking pressure point on the angular bracket.

Abstract: An elastomeric composite comprising a synthetic rubber which incorporates a biofiller is provided.

Abstract: A seat suspension system having a seat cradle, a seat mounted in the seat cradle and an anchor body having a plain rectangular box-like shape disposed behind the backrest portion of the seat. A pair of spaced-apart plain parallel anchor plates encloses the anchor body. There are also provided two pairs of spaced-apart parallel bars each having spaced-apart first and second ends, the first ends being movably connected to the anchor body and the second ends being movable connected to the seat cradle for allowing a movement of the seat cradle relative to the anchor body. An air bellows is mounted inside the anchor body. The air bellows has an upper end connected to the seat cradle and a lower end connected to the anchor body. A variety of attachment kits may be affixed to the anchor plates for mounting the seat suspension system to different models of industrial vehicles.

Abstract: A hand tool for slabbing a roll of paper, comprising an elongated carriage frame having handle means affixed thereto. The hand tool also has casters mounted on each side of the carriage frame for movably supporting the frame along an upper segment of that roll. There is also provided a blade carrier attached to the elongated frame and a cutting blade mounted in that blade carrier. During use, the cutting blade extends beneath the elongated frame, with a cutting edge thereof facing towards a forward end of the frame. The elongated frame may also comprise a pivotally lockable blade guard enclosing the cutting blade when the hand tool is lifted off a work surface, for further enhancing a safe handling of the tool.

Abstract: An electrical distribution system comprising one or more tracks having current-carrying conductors and ground conductor for mounting on wall surfaces. The tracks are slidingly received in connecting slots of electrical connector housings to connect the tracks to electrical outlets, or to interconnect sections of tracks together. More particularly, with the present invention it is not necessary to strip the ends of the tracks to expose connector ends to interconnect them with terminals in the connector housings. An end portion of the track is merely slid within a connecting slot of the housing. Electrical receptacles are also connected at any desired location along the track. The electrical distribution track can also be incorporated in an extruded baseboard together with a telephone line track to permit connection thereto of electrical receptacles as well as alarm systems, telephone jacks, fire detectors, surge protectors, etc.

Abstract: An electrical distribution system comprising one or more tracks having current-carrying conductors and ground conductor for mounting on wall surfaces. The tracks are slidingly received in connecting slots of electrical connector housings to connect the tracks to electrical outlets, or to interconnect sections of tracks together. More particularly, with the present invention it is not necessary to strip the ends of the tracks to expose connector ends to interconnect them with terminals in the connector housings. An end portion of the track is merely slid within a connecting slot of the housing. Electrical receptacles are also connected at any desired location along the track. The electrical distribution track can also be incorporated in an extruded baseboard together with a telephone line track to permit connection thereto of electrical receptacles as well as alarm systems, telephone jacks, fire detectors, surge protectors, etc.

Abstract: An electrical distribution system comprising one or more tracks having current-carrying conductors and ground conductor for mounting on wall surfaces. The tracks are slidingly received in connecting slots of electrical connector housings to connect the tracks to electrical outlets, or to interconnect sections of tracks together. More particularly, with the present invention it is not necessary to strip the ends of the tracks to expose connector ends to interconnect them with terminals in the connector housings. An end portion of the track is merely slid within a connecting slot of the housing. Electrical receptacles are also connected at any desired location along the track. The electrical distribution track can also be incorporated in an extruded baseboard together with a telephone line track to permit connection thereto of electrical receptacles as well as alarm systems, telephone jacks, fire detectors, surge protectors, etc.