Patents by Inventor Yao Zhang

Yao Zhang has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Publication number: 20210117764
    Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.
    Type: Application
    Filed: December 27, 2020
    Publication date: April 22, 2021
    Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITED
    Inventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
  • Publication number: 20210117765
    Abstract: An integrated circuit chip device and related products are provided. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.
    Type: Application
    Filed: December 27, 2020
    Publication date: April 22, 2021
    Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITED
    Inventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
  • Publication number: 20210109440
    Abstract: A system for reducing printable defects on a pattern mask is disclosed. The system includes a controller configured to be communicatively coupled to a characterization sub-system, the controller including one or more processors configured to execute program instructions causing the one or more processors to: direct the characterization sub-system to perform inspection of a mask blank; generate a cost function based on a first characteristic and a second characteristic, the first characteristic comprising areas of defect regions exposed by mask patterns, the second characteristic comprising pattern complexity of a design pattern; determine one or more values indicative of a minimum of the cost function via a non-linear optimization procedure; and generate one or more control signals to adjust rotation and translation of the mask blank relative to the design pattern based on the determined one or more values indicative of the minimum of the cost function.
    Type: Application
    Filed: September 16, 2020
    Publication date: April 15, 2021
    Inventors: Xiaochun Yang, Vikram Tolani, Yao Zhang
  • Publication number: 20210102225
    Abstract: Provided is construction of Mucor circinelloides cell factory for producing stearidonic acid SDA and fermentation technology thereof. ?15 Des gene is obtained by cloning from Mortierella alpina, the gene is ligated to an integrative plasmid pMAT1552, and transformed into a Mucor circinelloides defective strain Mu402, and ?15 Des is integrated on Mucor circinelloides genome through homologous recombination, to obtain the recombinant strain Mc-?15, finally, the expression of the ?15 Des gene in Mucor circinelloides is realized. The recombinant new strain was preserved in China General Microbiological Culture Collection Center on Jun. 20, 2018, and the address is NO. 1 West Beichen Road, Chaoyang District, Beijing. The center gave the biological material the preservation number CGMCC No. 15888, and the suggested classification name is Mucor circinelloides-D15D.
    Type: Application
    Filed: December 12, 2020
    Publication date: April 8, 2021
    Inventors: Yuanda SONG, Md. Ahsanul Kabir KHAN, Junhuan YANG, Yao ZHANG, Wu YANG, Shaoqi LI
  • Publication number: 20210040118
    Abstract: The present invention relates to compounds of Formula I, methods of using the compounds as immunomodulators, and pharmaceutical compositions comprising such compounds. The compounds are useful in treating, preventing or ameliorating diseases or disorders such as cancer or infections.
    Type: Application
    Filed: April 3, 2019
    Publication date: February 11, 2021
    Inventors: Yiqian WANG, Bang FU, Yao ZHANG, Xiangyong LIU, Jiabing WANG, Lieming DING
  • Patent number: 10884768
    Abstract: A method to improve virtual desktop infrastructure (VDI) user experience includes providing a user access to a first virtual desktop executing a first set of applications and having a first virtual machine (VM) configuration, collecting VDI performance metrics associated with the first virtual desktop, detecting a problem from the VDI performance metrics, and changing a first remote display protocol configuration to address the problem. The method further includes collecting the user's feedback, training a model with the first VM configuration, the first set of applications, the user's feedback, and the first remote display protocol configuration, receiving a second VM configuration for a second virtual machine providing a second virtual desktop and a second set of applications on the second virtual desktop, using the model to generate a second remote display protocol configuration for the second virtual desktop, and configuring the second virtual desktop with the second remote display protocol configuration.
    Type: Grant
    Filed: March 15, 2019
    Date of Patent: January 5, 2021
    Assignee: VMWARE, INC.
    Inventors: Binyang Li, Zhikai Chen, Yao Zhang, Ming Chen, Wenping Fan, Sandro Moiron, Kiran Rao
  • Publication number: 20200401875
    Abstract: An integrated circuit chip apparatus and a processing method performed by an integrated circuit chip apparatus are disclosed. The disclosed integrated circuit chip apparatus and processing method are used for executing a multiplication operation, a convolution operation, or a training operation of a neural network. The present technical solution has the advantages of a reduced computational cost and low power consumption.
    Type: Application
    Filed: September 2, 2020
    Publication date: December 24, 2020
    Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITED
    Inventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
  • Publication number: 20200371845
    Abstract: Disclosed are various approaches to anticipating future resource consumption based on user sessions. A message comprising a prediction of a future number of concurrent user sessions to be hosted by a virtual machine within a predefined future interval of time is received. It is then determined whether the future number of concurrent user sessions will cause the virtual machine to cross a predefined resource threshold during the predefined future interval of time. Then, a message is sent to a first hypervisor hosting the virtual machine to migrate the virtual machine to a second hypervisor.
    Type: Application
    Filed: August 12, 2020
    Publication date: November 26, 2020
    Inventors: Yao Zhang, Olivier Alain Cremel, Zhelong Pan, Xunjia Lu
  • Patent number: 10838841
    Abstract: A method for log analysis includes receiving log outputs from an application and generating a log file by recording the log outputs in the log file and, for each log output in the log file, attaching a log context record to the log output. The log context record is encoded with a call stack having stack frames and one or more variables in the stack frames. The method further includes grouping the log outputs in the log file based on their log context records.
    Type: Grant
    Filed: July 25, 2018
    Date of Patent: November 17, 2020
    Assignee: VMWARE, INC.
    Inventors: Yao Zhang, Olivier Alain Cremel, Ming Chen, Chunyan Ji, Jingtao Zhang, Hua Chen
  • Publication number: 20200342945
    Abstract: Systems and methods for solid-state storage drive-level failure prediction and health metric are described. A plurality of host-write commands are received at a solid-state storage device. A number of drive-writes per day based on the on the plurality of host-write commands is determined. An aggregated amount of degradation to one or more internal non-volatile memory components based on the number of drive-writes per day is determined. Using a machine-learned model, a probability of failure value based on a set of parameter data and the aggregated amount of degradation to the non-volatile memory component is generated. An alert is generated, based on the probability of failure value or degradation threshold.
    Type: Application
    Filed: July 14, 2020
    Publication date: October 29, 2020
    Inventors: Jay SARKAR, Cory PETERSON, Amir SANAYEI, Vidyabhushan MOHAN, Yao ZHANG
  • Publication number: 20200334041
    Abstract: The present disclosure discloses a data processing method and related products, in which the data processing method includes: generating, by a general-purpose processor, a binary instruction according to device information of an AI processor, and generating an AI learning task according to the binary instruction; transmitting, by the general-purpose processor, the AI learning task to the cloud AI processor for running; receiving, by the general-purpose processor, a running result corresponding to the AI learning task; and determining, by the general-purpose processor, an offline running file according to the running result, where the offline running file is generated according to the device information of the AI processor and the binary instruction when the running result satisfies a preset requirement. By implementing the present disclosure, the debugging between the AI algorithm model and the AI processor can be achieved in advance.
    Type: Application
    Filed: December 19, 2019
    Publication date: October 22, 2020
    Inventors: Yao ZHANG, Xiaofu MENG, Shaoli Liu
  • Publication number: 20200334522
    Abstract: The present disclosure discloses a data processing method and related products, in which the data processing method includes: generating, by a general-purpose processor, a binary instruction according to device information of an AI processor, and generating an AI learning task according to the binary instruction; transmitting, by the general-purpose processor, the AI learning task to the cloud AI processor for running; receiving, by the general-purpose processor, a running result corresponding to the AI learning task; and determining, by the general-purpose processor, an offline running file according to the running result, where the offline running file is generated according to the device information of the AI processor and the binary instruction when the running result satisfies a preset requirement. By implementing the present disclosure, the debugging between the AI algorithm model and the AI processor can be achieved in advance.
    Type: Application
    Filed: December 19, 2019
    Publication date: October 22, 2020
    Inventors: Yao ZHANG, Xiaofu MENG, Shaoli Liu
  • Publication number: 20200334572
    Abstract: The present disclosure discloses a data processing method and related products, in which the data processing method includes: generating, by a general-purpose processor, a binary instruction according to device information of an AI processor, and generating an AI learning task according to the binary instruction; transmitting, by the general-purpose processor, the AI learning task to the cloud AI processor for running; receiving, by the general-purpose processor, a running result corresponding to the AI learning task; and determining, by the general-purpose processor, an offline running file according to the running result, where the offline running file is generated according to the device information of the AI processor and the binary instruction when the running result satisfies a preset requirement. By implementing the present disclosure, the debugging between the AI algorithm model and the AI processor can be achieved in advance.
    Type: Application
    Filed: December 19, 2019
    Publication date: October 22, 2020
    Inventors: Yao ZHANG, Xiaofu MENG, Shaoli Liu
  • Publication number: 20200311531
    Abstract: Provided are an integrated circuit chip device and related products. The integrated circuit chip device is used for performing a multiplication operation, a convolution operation or a training operation of a neural network. The device has the advantages of small calculation amount and low power consumption.
    Type: Application
    Filed: June 16, 2020
    Publication date: October 1, 2020
    Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITED
    Inventors: Shaoli LIU, Xinkai SONG, Bingrui WANG, Yao ZHANG, Shuai HU
  • Patent number: 10768996
    Abstract: Disclosed are various approaches to anticipating future resource consumption based on user sessions. A message comprising a prediction of a future number of concurrent user sessions to be hosted by a virtual machine within a predefined future interval of time is received. It is then determined whether the future number of concurrent user sessions will cause the virtual machine to cross a predefined resource threshold during the predefined future interval of time. Then, a message is sent to a first hypervisor hosting the virtual machine to migrate the virtual machine to a second hypervisor.
    Type: Grant
    Filed: October 23, 2018
    Date of Patent: September 8, 2020
    Assignee: VMWARE, INC.
    Inventors: Yao Zhang, Olivier Alain Cremel, Zhelong Pan, Xunjia Lu
  • Publication number: 20200257752
    Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.
    Type: Application
    Filed: December 19, 2019
    Publication date: August 13, 2020
    Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITED
    Inventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
  • Publication number: 20200241894
    Abstract: A method to improve virtual desktop infrastructure (VDI) user experience includes providing a user access to a first virtual desktop executing a first set of applications and having a first virtual machine (VM) configuration, collecting VDI performance metrics associated with the first virtual desktop, detecting a problem from the VDI performance metrics, and changing a first remote display protocol configuration to address the problem. The method further includes collecting the user's feedback, training a model with the first VM configuration, the first set of applications, the user's feedback, and the first remote display protocol configuration, receiving a second VM configuration for a second virtual machine providing a second virtual desktop and a second set of applications on the second virtual desktop, using the model to generate a second remote display protocol configuration for the second virtual desktop, and configuring the second virtual desktop with the second remote display protocol configuration.
    Type: Application
    Filed: March 15, 2019
    Publication date: July 30, 2020
    Applicant: VMware, Inc.
    Inventors: Binyang LI, Zhikai CHEN, Yao ZHANG, Ming CHEN, Wenping FAN, Sandro MOIRON, Kiran RAO
  • Publication number: 20200242192
    Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.
    Type: Application
    Filed: December 19, 2019
    Publication date: July 30, 2020
    Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITED
    Inventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu
  • Patent number: 10726930
    Abstract: Systems and methods for solid-state storage drive-level failure prediction and health metric are described. A plurality of host-write commands are received at a solid-state storage device. A number of drive-writes per day based on the on the plurality of host-write commands is determined. An aggregated amount of degradation to one or more internal non-volatile memory components based on the number of drive-writes per day is determined. Using a machine-learned model, a probability of failure value based on a set of parameter data and the aggregated amount of degradation to the non-volatile memory component is generated. An alert is generated, based on the probability of failure value or degradation threshold.
    Type: Grant
    Filed: May 14, 2018
    Date of Patent: July 28, 2020
    Assignee: Western Digital Technologies, Inc.
    Inventors: Jay Sarkar, Cory Peterson, Amir Sanayei, Vidyabhushan Mohan, Yao Zhang
  • Publication number: 20200234106
    Abstract: Provided are an integrated circuit chip apparatus and a related product, the integrated circuit chip apparatus being used for executing a multiplication operation, a convolution operation or a training operation of a neural network. The present technical solution has the advantages of a small amount of calculation and low power consumption.
    Type: Application
    Filed: December 19, 2019
    Publication date: July 23, 2020
    Applicant: CAMBRICON TECHNOLOGIES CORPORATION LIMITED
    Inventors: Shaoli Liu, Xinkai Song, Bingrui Wang, Yao Zhang, Shuai Hu