公开(公告)号：US20220137943A1

公开(公告)日：2022-05-05

申请号：US17647942

申请日：2022-01-13

Applicant: Google LLC

Inventor： Pankaj Risbood ,  Parag Kacharulal Sarda ,  Rahul S. Kulkarni ,  Rohit Jain ,  Vittaldas Sachin Shenoy ,  Vivek Sahasranaman

IPC: G06F8/60 ,  G06F9/448 ,  G06F9/445 ,  G06F9/455 ,  G06F9/50 ,  H04L41/0266 ,  H04L41/14 ,  H04L41/5009

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selection of ranked configurations. In one aspect, a method includes providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment; deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and utilizing the respective performance metrics associated with each of the plurality of class definitions in ranking the plurality of class definitions.

公开(公告)号：US20190265957A1

公开(公告)日：2019-08-29

申请号：US16360630

申请日：2019-03-21

Applicant: Google LLC

Inventor： Pankaj Risbood ,  Parag Kacharulal Sarda ,  Rahul S. Kulkarni ,  Rohit Jain ,  Vittaldas Sachin Shenoy ,  Vivek Sahasranaman

IPC: G06F8/60 ,  H04L12/24 ,  G06F9/448 ,  G06F9/50 ,  G06F9/455 ,  G06F9/445

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selection of ranked configurations. In one aspect, a method includes providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment; deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and utilizing the respective performance metrics associated with each of the plurality of class definitions in ranking the plurality of class definitions.

公开(公告)号：US10210267B1

公开(公告)日：2019-02-19

申请号：US15233141

申请日：2016-08-10

Applicant: Google LLC

Inventor： Matthew I. Lloyd ,  Johan Schalkwyk ,  Pankaj Risbood

IPC: G10L15/22 ,  G06F17/30 ,  G10L15/183 ,  G10L15/01

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for processing spoken query terms. In one aspect, a method includes performing speech recognition on an audio signal to select two or more textual, candidate transcriptions that match a spoken query term, and to establish a speech recognition confidence value for each candidate transcription, obtaining a search history for a user who spoke the spoken query term, where the search history references one or more past search queries that have been submitted by the user, generating one or more n-grams from each candidate transcription, where each n-gram is a subsequence of n phonemes, syllables, letters, characters, words or terms from a respective candidate transcription, and determining, for each n-gram, a frequency with which the n-gram occurs in the past search queries, and a weighting value that is based on the respective frequency.

公开(公告)号：US11237810B2

公开(公告)日：2022-02-01

申请号：US16360630

申请日：2019-03-21

Applicant: Google LLC

Inventor： Pankaj Risbood ,  Parag Kacharulal Sarda ,  Rahul S. Kulkarni ,  Rohit Jain ,  Vittaldas Sachin Shenoy ,  Vivek Sahasranaman

IPC: G06F8/60 ,  G06F9/445 ,  G06F9/455 ,  G06F9/448 ,  G06F9/50 ,  H04L12/24 ,  G06F16/28

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selection of ranked configurations. In one aspect, a method includes providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment; deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and utilizing the respective performance metrics associated with each of the plurality of class definitions in ranking the plurality of class definitions.

公开(公告)号：US10241770B2

公开(公告)日：2019-03-26

申请号：US15385223

申请日：2016-12-20

Applicant: GOOGLE LLC

Inventor： Pankaj Risbood ,  Parag Kacharulal Sarda ,  Rahul S. Kulkarni ,  Rohit Jain ,  Vittaldas Sachin Shenoy ,  Vivek Sahasranaman

IPC: G06F9/445 ,  H04L12/24 ,  G06F8/60 ,  G06F9/448 ,  G06F9/455 ,  G06F9/50

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for selection of ranked configurations. In one aspect, a method includes providing a plurality of class definitions for selection, each class definition modeling a respective data or functional component of a cloud-based environment using a group of configurable class parameters, each class definition supporting instantiation and inheritance of the class definition in a configuration specification for a cloud-based deployment; deriving respective performance metrics associated with each of the plurality of class definitions based on aggregated performance of multiple cloud-based deployments, wherein the multiple cloud-based deployments had been carried out according to respective configuration specifications that require instantiation of the class definition or a new class definition derived from the class definition; and utilizing the respective performance metrics associated with each of the plurality of class definitions in ranking the plurality of class definitions.