Mohammad Aamir Siddiqui

US Patent:

20110184534, Jul 28, 2011

Filed:

Jan 27, 2010

Appl. No.:

12/694669

Inventors:

GARABED YERIAZARIAN - HOUSTON TX, US
MOHAMMAD REHAN SIDDIQUI - SPRING TX, US
EN PENG - HOUSTON TX, US

Assignee:

BAKER HUGHES INCORPORATED - Houston TX

International Classification:

G06F 15/16
G05B 15/02

US Classification:

700 9, 709227

Abstract:

A method of configuring communications between a computing device includes coupling the one or more SIE units to a communication link; receiving at the computing device an indication that the one or more SIE units are coupled to the communication link; selecting one or more of the one or more SIE units for connection; and transmitting an internet protocol address to the selected SIE units.

US Patent:

20200348912, Nov 5, 2020

Filed:

Oct 10, 2019

Appl. No.:

16/598663

Inventors:

- Redmond WA, US
Thomas William Finley - Bellevue WA, US
Petro Luferenko - Redmond WA, US
Mohammad Zeeshan Siddiqui - Bellevue WA, US
Costin I. Eseanu - Redmond WA, US
Eric Anthony Erhardt - Bismark ND, US
Yael Dekel - Redmond WA, US
Ivan Matantsev - Bothell WA, US

International Classification:

G06F 8/30
G06N 20/00

Abstract:

Embodiments provide a machine learning framework that enables developers to author and deploy machine learning pipelines into their applications regardless of the programming language in which the applications are structured. The framework may provide a programming language-specific API that enables the application to call a plurality of operators provided by the framework. The framework provides any number of APIs, each for a different programming language. The pipeline generated via the application is represented as an execution graph comprising node(s), where each node represents a particular operator. When a pipeline is submitted for execution, calls to the operators are detected, and nodes corresponding to the operators are generated for the execution graph. Once the execution graph is complete, the execution graph is provided to an execution engine, which reconstructs a corresponding execution graph that is structured in accordance with the operators' programming language and executes the reconstructed execution graph.

US Patent:

20200349469, Nov 5, 2020

Filed:

Oct 23, 2019

Appl. No.:

16/661131

Inventors:

- Redmond WA, US
Thomas William Finley - Bellevue WA, US
Pete Luferenko - Redmond WA, US
Mohammad Zeeshan Siddiqui - Bellevue WA, US
Costin Eseanu - Redmond WA, US
Eric Anthony Erhardt - Bismark ND, US
Yael Dekel - Redmond WA, US
Ivan Matantsev - Bothell WA, US

International Classification:

G06N 20/00
G06F 16/2453
G06F 16/2455

Abstract:

An efficient, streaming-based, lazily-evaluated machine learning (ML) framework is provided. An ML pipeline of operators produce and consume a chain of dataviews representing a computation over data. Non-materialized (e.g., virtual) views of data in dataviews permit efficient, lazy evaluation of data on demand regardless of size (e.g., in excess of main memory). Data may be materialized by DataView cursors (e.g., movable windows over rows of an input dataset or DataView). Computation and data movement may be limited to rows for active columns without processing or materializing unnecessary data. A chain of dataviews may comprise a chain of delegates that reference a chain of functions. Assembled pipelines of schematized compositions of operators may be validated and optimized with efficient execution plans. A compiled chain of functions may be optimized and executed in a single call. Dataview based ML pipelines may be developed, trained, evaluated and integrated into applications.

US Patent:

20180260261, Sep 13, 2018

Filed:

Mar 7, 2017

Appl. No.:

15/452635

Inventors:

- Redmond WA, US
JUN WANG - Sammamish WA, US
MARCUS FELIPE FONTOURA - Clyde Hill WA, US
MARK EUGENE RUSSINOVICH - Hunts Point WA, US
MOHAMMAD ZEESHAN SIDDIQUI - Bellevue WA, US
PRITESH PATWA - Redmond WA, US
SEAN DAVID ZIMMERMAN - Seattle WA, US
XIAOXIONG TIAN - Kirkland WA, US

International Classification:

G06F 11/00
H04L 12/24
G06F 9/455

Abstract:

Various methods and systems for implementing an availability management system for implementing an availability management, in distributed computing systems, are provided. An availability management system implements an availability manager and an availability configuration interface to meet availability guarantees for tenant infrastructure. The availability management systems operates with availability zones, computing clusters, fault and upgrade domains to allocate and de-allocate virtual machine sets of virtual machine instances to a distributed computing system based on tenant-defined availability parameters. The availability manager is configured to: based on an availability profile, allocate the virtual machine sets across the availability zones using an allocation scheme. The allocation scheme is a virtual machine set spanning availability zones allocation scheme for performing evaluations to determine an allocation configuration defined across at least two availability zones for allocating virtual machine sets. When the allocation configuration meets the availability parameters, the allocation scheme selects the allocation configuration for allocating the virtual machine set.

US Patent:

20180260262, Sep 13, 2018

Filed:

Mar 7, 2017

Appl. No.:

15/452661

Inventors:

- Redmond WA, US
JUN WANG - Sammamish WA, US
MARCUS FELIPE FONTOURA - Clyde Hill WA, US
MARK EUGENE RUSSINOVICH - Hunts Point WA, US
MOHAMMAD ZEESHAN SIDDIQUI - Bellevue WA, US
PRITESH PATWA - Redmond WA, US
SEAN DAVID ZIMMERMAN - Seattle WA, US
XIAOXIONG TIAN - Kirkland WA, US

International Classification:

G06F 11/00
H04L 12/24
G06F 9/455

Abstract:

Various methods and systems for implementing an availability management system for implementing an availability management, in distributed computing systems, are provided. An availability management system implements an availability manager and an availability configuration interface to meet availability guarantees for tenant infrastructure. The availability management systems operates with availability zones, computing clusters, fault and upgrade domains to allocate and de-allocate virtual machine sets of virtual machine instances to a distributed computing system based on tenant-defined availability parameters. The availability configuration interface of the availability management system supports receiving availability parameters that are used to generate an availability profile. The availability profile comprises availability parameters including, configurations for spanning or non-spanning, rebalancing, fault domains, update domains, and availability zones associated with allocating a virtual machine sets. The availability zones are exposed to the tenant as logically-defined availability zones that map to physically-defined availability zones for an abstracted implementation of the availability zones.

US Patent:

20180262563, Sep 13, 2018

Filed:

Mar 7, 2017

Appl. No.:

15/452652

Inventors:

- Redmond WA, US
JUN WANG - Sammamish WA, US
MARCUS FELIPE FONTOURA - Clyde Hill WA, US
MARK EUGENE RUSSINOVICH - Hunts Point WA, US
MOHAMMAD ZEESHAN SIDDIQUI - Bellevue WA, US
PRITESH PATWA - Redmond WA, US
SEAN DAVID ZIMMERMAN - Seattle WA, US
XIAOXIONG TIAN - Kirkland WA, US

International Classification:

H04L 29/08
H04L 12/24

Abstract:

Various methods and systems for implementing an availability management system for implementing an availability management, in distributed computing systems, are provided. An availability management system implements an availability manager and an availability configuration interface to meet availability guarantees for tenant infrastructure. The availability management systems operates with availability zones, computing clusters, fault and upgrade domains to allocate and de-allocate virtual machine sets of virtual machine instances to a distributed computing system based on tenant-defined availability parameters. The availability parameters are used to generate an availability profile. The availability manager is configured to, based on an availability profile, allocate the virtual machine sets based an allocation scheme. The availability manager specifically performs scaling-out, scaling-in and rebalancing operations for allocating and de-allocating the virtual machine sets. An allocation configuration that meets the availability parameters of the availability profile is determined the allocation configuration is used for allocating the virtual machine set.

US Patent:

20170186104, Jun 29, 2017

Filed:

Dec 29, 2015

Appl. No.:

14/982703

Inventors:

- Stafford TX, US
Mohammad Siddiqui - Stafford TX, US

International Classification:

G06Q 50/02
G06F 3/0486
G06F 3/0481
G06Q 10/06

Abstract:

Systems, methods, and computer readable media for delivering location-triggered oilfield content. According to an embodiment, a user can obtain content that is customized to addressing a problem encountered at an oilfield located in a specified geographical location. The user can associate geographical identification metadata or geotags with the problem in order to access, share and leverage information pertaining to overcoming or resolving the problem. The user may also be able to search through a repository that contains content related to a plurality of problems encountered at the specific oilfield, receive recommendations for overcoming those specific challenges and acquire or solicit bids for equipment and services associated with the recommendations.