Abstract: A gob trough for guiding a gob of molten glass is provided. The trough may be formed from trough segments that have a stepped configuration that reduces the amount of contact time between the gob and the trough. The trough may include surface formations that additionally reduce the contact time between the gob and the trough.

Abstract: Certain aspects of the present disclosure provide techniques for detecting data errors. A method generally includes training each of a plurality of models on a plurality of training data sets to generate a set of trained models, determining a plurality of subsets of trained models from the set of trained models, for each respective subset: determining a plurality of ensemble outputs for the respective subset based on a plurality of validation data sets; and determining at least one evaluation metric for the respective subset based on the plurality of ensemble outputs; and determining an ensemble model as a subset of trained models having a best evaluation metric among a plurality of evaluation metrics associated with the plurality of subsets, wherein each subset comprises a different selection of models from the set of trained model than each other subset of trained models in the plurality of subsets of trained models.

Abstract: Systems and methods are disclosed. An example method may be performed by one or more processors of a system and include retrieving case data indicating, for each respective case of a number of cases, one or more documents retrieved to assist a system user associated with the respective case, generating, from the case data, a case matrix including a plurality of rows each corresponding to a respective case of the number of cases and a plurality of columns each corresponding to the documents retrieved to assist the system user associated with the respective case, and identifying groups of similar cases among the plurality of cases based on a clustering process performed on at least a portion of the case matrix.

Abstract: Systems and methods are disclosed. An example method may be performed by one or more processors of a system and include retrieving case data indicating, for each respective case of a number of cases, one or more documents retrieved to assist a system user associated with the respective case, generating, from the case data, a case matrix including a plurality of rows each corresponding to a respective case of the number of cases and a plurality of columns each corresponding to the documents retrieved to assist the system user associated with the respective case, and identifying groups of similar cases among the plurality of cases based on a clustering process performed on at least a portion of the case matrix.

Abstract: Systems and methods are disclosed. An example method may be performed by one or more processors of a system and include retrieving case data indicating, for each respective case of a number of cases, one or more documents retrieved to assist a system user associated with the respective case, generating, from the case data, a case matrix including a plurality of rows each corresponding to a respective case of the number of cases and a plurality of columns each corresponding to the documents retrieved to assist the system user associated with the respective case, and identifying groups of similar cases among the plurality of cases based on a clustering process performed on at least a portion of the case matrix.

Abstract: A data management system enables users to contact support agents with questions about the data management system. For each support case, the support agents access one or more assistance documents to assist the users. The data management system tracks, for each support case, the assistance documents that were accessed in the support case. The data management system generates a matrix representing the support cases and the assistance documents accessed in the support cases. The data management system generates groups of similar support cases by performing clustering processes on the matrix.

Abstract: A gob trough for guiding a gob of molten glass is provided. The trough may be formed from trough segments that have a stepped configuration that reduces the amount of contact time between the gob and the trough. The trough may include surface formations that additionally reduce the contact time between the gob and the trough.

Abstract: The system and method of real-time, two-way communication between a handler and a canine using RF frequencies. A multipurpose canine camera system with audio, visual, and thermal capabilities that transmits securely between a handler and a canine through hard structures and over long distances. The canine portion having one or more sensors. The sensors may include location, monitors for canine vital signs, heat signatures, chemical signature detection, and many others. The handler portion having a display configured to control the camera on the canine portion.

Abstract: The system and method of real-time, two-way communication between a handler and a canine using RF frequencies. A multipurpose canine camera system with audio, visual, and thermal capabilities that transmits securely between a handler and a canine through hard structures and over long distances. The canine portion having one or more sensors. The sensors may include location, monitors for canine vital signs, heat signatures, chemical signature detection, and many others. The handler portion having a display configured to control the camera on the canine portion.

Abstract: A cooling tube assembly is provided. The assembly includes a cylindrical cooling tube extending from a first end to a second end. The cooling tube has an inner surface, an outer surface, an inner diameter, and an outer diameter. The cooling tube includes a first plurality of throughbores and a second plurality of throughbores located axially between the first plurality of throughbores and the second end of the cooling tube. Each of the second plurality of throughbores is circumferentially offset from each of the first plurality of throughbores. The assembly includes a nozzle extending from a first end to a second end. The first end of the nozzle is located inside the cooling tube. The first plurality of throughbores is located axially between the second end of the cooling tube and the first end of the nozzle.

Abstract: A disclosed example involves managing power states, signing a suspend-to-RAM (STR) data structure by: generating a header key, a scatter/gather table key and a dynamic random access memory (DRAM) key using a root key generated by the secure processor. Generating a header signature using the header key, the header signature based on a table header and a random or pseudo-random value. Generating a scatter/gather table signature using the scatter/gather table key, the scatter/gather table signature based on a scatter/gather table header and a random or pseudo-random value. Generating a DRAM signature using the DRAM key and a value from a region of DRAM. Storing the header signature, the scatter/gather table signature and the DRAM signature in the STR data structure. Resume the processor system from the low-power mode when the data structure is valid based on a comparison of a first signature and a second signature.

Abstract: A disclosed example involves managing power states, signing a suspend-to-RAM (STR) data structure by: generating a header key, a scatter/gather table key and a dynamic random access memory (DRAM) key using a root key generated by the secure processor. Generating a header signature using the header key, the header signature based on a table header and a random or pseudo-random value. Generating a scatter/gather table signature using the scatter/gather table key, the scatter/gather table signature based on a scatter/gather table header and a random or pseudo-random value. Generating a DRAM signature using the DRAM key and a value from a region of DRAM. Storing the header signature, the scatter/gather table signature and the DRAM signature in the STR data structure. Resume the processor system from the low-power mode when the data structure is valid based on a comparison of a first signature and a second signature.

Abstract: A disclosed example method involves configuring a processor to, when transitioning the processor system to a low-power mode, use a key and a random or pseudo-random value to generate a first signature based on a sample of memory regions to be protected during the low-power mode, the memory regions based on a manufacturer required regions table and a third-party required regions table. The disclosed example method also involves configuring a processor to, during a resume process of the processor system from the low-power mode, generate a second signature based on the sample of the memory regions protected during the low-power mode. The disclosed example method also involves configuring a processor to, when the first signature matches the second signature, cause the processor system to resume from the low-power mode, and when the first signature does not match the second signature, generate an error.

Abstract: A cooling tube assembly is provided. The assembly includes a cylindrical cooling tube extending from a first end to a second end. The cooling tube has an inner surface, an outer surface, an inner diameter, and an outer diameter. The cooling tube includes a first plurality of throughbores and a second plurality of throughbores located axially between the first plurality of throughbores and the second end of the cooling tube. Each of the second plurality of throughbores is circumferentially offset from each of the first plurality of throughbores. The assembly includes a nozzle extending from a first end to a second end. The first end of the nozzle is located inside the cooling tube. The first plurality of throughbores is located axially between the second end of the cooling tube and the first end of the nozzle.

Abstract: An apparatus for manufacturing strengthened glass containers, and more particularly the construction and operation of a cooling shroud in an apparatus for thermally strengthening glass containers in a glass container manufacturing line at a location intermediate the hot end and the cold end. Glass containers formed at an I. S. machine are conveyed through a special tempering Lehr that heats them uniformly to a high temperature that is short of temperatures at which they may become deformed. Subsequently, the glass containers are rapidly thermally strengthened in a cooling station in which the outer and inner surfaces including all areas of the glass containers are simultaneously cooled to a temperature below the Strain Point of the glass used in the glass containers, with the cooling shrouds being used to cool the outer surfaces of the glass containers.

Abstract: One aspect of the invention relates to compounds that inhibit the activity of p97, such as by binding covalently to a cysteine residue in the active site. In certain embodiments, the invention relates to the treatment of disease, such as cancer, comprising administering a compound of the invention.

Abstract: A disclosed example method involves configuring a processor to, when transitioning the processor system to a low-power mode, use a key and a random or pseudo-random value to generate a first signature based on a sample of memory regions to be protected during the low-power mode, the memory regions based on a manufacturer required regions table and a third-party required regions table. The disclosed example method also involves configuring a processor to, during a resume process of the processor system from the low-power mode, generate a second signature based on the sample of the memory regions protected during the low-power mode. The disclosed example method also involves configuring a processor to, when the first signature matches the second signature, cause the processor system to resume from the low-power mode, and when the first signature does not match the second signature, generate an error.

Abstract: A disclosed example method involves when transitioning a processor system to a low-power mode, generating at least a first signature based on a data structure storing memory addresses of memory regions to be protected during the low-power mode. During a resume process of the processor system from the low-power mode, at least a second signature is generated based on the data structure storing the memory addresses of the memory regions to be protected during the low-power mode. When the first signature matches the second signature, the processor system resumes from the low-power mode. When the first signature does not match the second signature, an error is generated.

Abstract: An apparatus for manufacturing strengthened glass containers, and more particularly the construction and operation of a cooling tube mechanism in an apparatus for thermally strengthening glass containers in a glass container manufacturing line at a location intermediate the hot end and the cold end. Glass containers formed at an I. S. machine are conveyed through a special tempering Lehr that heats them uniformly to a high temperature that is short of temperatures at which they may become deformed. Subsequently, the glass containers are rapidly thermally strengthened in a cooling station in which the outer and inner surfaces including all areas of the glass containers are simultaneously cooled to a temperature below the Strain Point of the glass used in the glass containers, with the cooling tube mechanism being used to cool the inner surfaces of the glass containers.

Abstract: An apparatus for manufacturing strengthened glass containers, and more particularly the construction and operation of a cooling tube nozzle in an apparatus for thermally strengthening glass containers in a glass container manufacturing line at a location intermediate the hot end and the cold end. Glass containers formed at an I. S. machine are conveyed through a special tempering Lehr that heats them uniformly to a high temperature that is short of temperatures at which they may become deformed. Subsequently, the glass containers are rapidly thermally strengthened in a cooling station in which the outer and inner surfaces including all areas of the glass containers are simultaneously cooled to a temperature below the Strain Point of the glass used in the glass containers, with the cooling tube nozzles being used to cool the inner surfaces of the glass containers.