Patents by Inventor Mahbubul Alam
Mahbubul Alam 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).
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Publication number: 20210374500Abstract: Example implementations described herein involve systems and methods for generating an ensemble of deep learning or neural network models, which can involve, for a training set of data, generating a plurality of model samples for the training set of data, the plurality of model samples generated from deep learning or neural network methods; and aggregating output of the model samples to generate an output of the ensemble models.Type: ApplicationFiled: May 28, 2020Publication date: December 2, 2021Inventors: Dipanjan GHOSH, Maria Teresa GONZALEZ DIAZ, Mahbubul ALAM, Ahmed FARAHAT, Chetan GUPTA, Lijing WANG
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Publication number: 20210326743Abstract: A machine learning system and method configured to receive information from a plurality of sensors being located on a computational front-end; a deep cellular recurrent neural network configured to receive time-series data input from each of the plurality of sensor; and one or more feed-forward layers being located on a computational back-end configured to receive data output, the data output being processed by the deep cellular recurrent neural network. The deep cellular recurrent neural network further includes a plurality cellular long short-term memory networks arranged in corresponding nodes, wherein each of the plurality of cellular long short-term memory networks are interconnected to at least one adjacent cellular long short-term memory module.Type: ApplicationFiled: April 16, 2020Publication date: October 21, 2021Applicant: Old Dominion UniversityInventors: Khan M. Iftekharuddin, Lasitha S. Vidyaratne, Alexander Glandon, Mahbubul Alam
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Patent number: 10999156Abstract: The disclosed embodiments are directed to a mobility services platform for self-healing mobility clients. In an embodiment, a method comprises: obtaining, by one or more server computers, diagnostic data from a plurality of mobility clients; applying, by the one or more server computers, machine learning to the diagnostic data; identifying, by the one or more server computers, outlier data resulting from the machine learning; identifying, by the one or more server computers and from the outlier data, a new error class; determining, by the one or more server computers, an impact of the error class (e.g., short-term, medium-term, long-term impact) on the plurality of mobility clients; and generating, by the one or more server computers and based on the determined impact, an update for the plurality of mobility clients.Type: GrantFiled: September 12, 2019Date of Patent: May 4, 2021Assignee: Aptiv Technologies LimitedInventors: Daniel Grill, Tao Lin, Mahbubul Alam
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Patent number: 10922069Abstract: Flexible, multidimensional infrastructure scaling for cloud-based over-the-air (OTA) systems is disclosed.Type: GrantFiled: September 14, 2019Date of Patent: February 16, 2021Assignee: Aptiv Technologies LimitedInventors: Daniel Grill, Tao Lin, Mahbubul Alam
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Publication number: 20200104113Abstract: Flexible, multidimensional infrastructure scaling for cloud-based over-the-air (OTA) systems is disclosed.Type: ApplicationFiled: September 14, 2019Publication date: April 2, 2020Inventors: Daniel Grill, Tao Lin, Mahbubul Alam
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Publication number: 20200106678Abstract: The disclosed embodiments are directed to a mobility services platform for self-healing mobility clients. In an embodiment, a method comprises: obtaining, by one or more server computers, diagnostic data from a plurality of mobility clients; applying, by the one or more server computers, machine learning to the diagnostic data; identifying, by the one or more server computers, outlier data resulting from the machine learning; identifying, by the one or more server computers and from the outlier data, a new error class; determining, by the one or more server computers, an impact of the error class (e.g., short-term, medium-term, long-term impact) on the plurality of mobility clients; and generating, by the one or more server computers and based on the determined impact, an update for the plurality of mobility clients.Type: ApplicationFiled: September 12, 2019Publication date: April 2, 2020Inventors: Daniel Grill, Tao Lin, Mahbubul Alam
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Publication number: 20190391800Abstract: An over-the-air (OTA) mobility service platform (MSP) is disclosed that provides a variety of OTA services, including but not limited to: updating software OTA (SOTA), updating firmware OTA (FOTA), client connectivity, remote control and operation monitoring. In some exemplary embodiments, the MSP is a distributed computing platform that delivers and/or updates one or more of configuration data, rules, scripts and other services to vehicles and IoT devices. In some exemplary embodiments, the MSP optionally provides data ingestion, storage and management, data analytics, real-time data processing, remote control of data retrieving, insurance fraud verification, predictive maintenance and social media support.Type: ApplicationFiled: June 20, 2019Publication date: December 26, 2019Inventors: Tao Lin, Pratikkumar Desai, Rasmus Hjorth Nielsen, Mahbubul Alam, Li Jin, Revanth Attam, Leo Dumov, Suhasini John Gadam, Atul Ashok, Sneha Prasad Alam, Dhanaji More, Mohamed Karkori
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Publication number: 20170139701Abstract: A vehicle software update system is contemplated. The system may be utilized to facilitate Over-the-Air (OTA) software updates according to various functional requirements, the interaction of modules with other modules and/or the relationship of the modules with engines. The vehicle software update system may include a message engine, a transformation engine, an operation engine, an intelligent engine, and/or an analytical engine.Type: ApplicationFiled: November 14, 2016Publication date: May 18, 2017Inventors: Tao Lin, Pratikkumar Desai, Mahbubul Alam, Rasmus Nielsen
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Patent number: 9532194Abstract: Apparatus, methods and logic for vehicles to determine vehicle to vehicle (V2V) safety message transmission rates for transmitting V2V safety messages based on how frequently the vehicles actually need to exchange safety messages, including factors such as vehicle velocities, distances among vehicles, and on how quickly the inter-vehicle distances are closing up. The determined V2V safety message transmission rates are selectively dynamically adjusted in accordance with detected significant changes in one or more of the inter-vehicle distances or inter-vehicle speeds. To avoid needless frequent changes to the transmission rate, statistical modeling techniques including hypothesis testing and sequential change detection are selectively used to more accurately detect significant changes in inter-vehicle distances or inter-vehicle speeds that warrant a change to the message transmission rate.Type: GrantFiled: May 9, 2014Date of Patent: December 27, 2016Assignee: CISCO TECHNOLOGY, INC.Inventors: Tao Zhang, Helder Antunes, Chintan Patel, Mahbubul Alam
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Patent number: 9253081Abstract: In one embodiment, a machine type communication (MTC) device can receive registration associated with a new device upon the new device registration for a computer network. The MTC device can further determine a machine-to-machine (MTM) service class for the new device based on the registration data with the service class associated with at least one network route for messages destined for the new device. The MTC device can further receive a trigger message destined for the device and route the trigger message according to the network route associated with the determined MTM service class.Type: GrantFiled: November 15, 2012Date of Patent: February 2, 2016Assignee: Cisco Technology, Inc.Inventors: Sourabh Anpat, Mahbubul Alam
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Publication number: 20150327028Abstract: Apparatus, methods and logic for vehicles to determine vehicle to vehicle (V2V) safety message transmission rates for transmitting V2V safety messages based on how frequently the vehicles actually need to exchange safety messages, including factors such as vehicle velocities, distances among vehicles, and on how quickly the inter-vehicle distances are closing up. The determined V2V safety message transmission rates are selectively dynamically adjusted in accordance with detected significant changes in one or more of the inter-vehicle distances or inter-vehicle speeds. To avoid needless frequent changes to the transmission rate, statistical modeling techniques including hypothesis testing and sequential change detection are selectively used to more accurately detect significant changes in inter-vehicle distances or inter-vehicle speeds that warrant a change to the message transmission rate.Type: ApplicationFiled: May 9, 2014Publication date: November 12, 2015Applicant: Cisco Systems, Inc.Inventors: Tao Zhang, Helder Antunes, Chintan Patel, Mahbubul Alam
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Patent number: 9177057Abstract: Search result re-ranking is provided by employing a concept graph from a metabase. When a search query is received, a query context of the search query is analyzed to identify dominant concepts for the search query. The dominant concepts are expanded by identifying the dominant concepts within a concept graph and identifying additional concepts having a strong relationship with the dominant concepts within the concept graph. A set of search results for the search query is analyzed to determine strength of relationship of each search result to the expanded concepts. The search results are re-ranked based on the strength of relationship of each search result to the expanded concepts and the strength of relationship of each expanded concept to the dominant concepts.Type: GrantFiled: June 8, 2010Date of Patent: November 3, 2015Assignee: Microsoft Technology Licensing, LLCInventors: Viswanath Vadlamani, Munirathnam Srikanth, Abhinai Srivastava, Tarek Najm, Arungunram Chandrasekaran Surendran, John Midgley, Mahbubul Alam Ali
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Publication number: 20140136673Abstract: In one embodiment, a machine type communication (MTC) device can receive registration associated with a new device upon the new device registration for a computer network. The MTC device can further determine a machine-to-machine (MTM) service class for the new device based on the registration data with the service class associated with at least one network route for messages destined for the new device. The MTC device can further receive a trigger message destined for the device and route the trigger message according to the network route associated with the determined MTM service class.Type: ApplicationFiled: November 15, 2012Publication date: May 15, 2014Applicant: Cisco Technology, Inc.Inventors: Sourabh Anpat, Mahbubul Alam
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Patent number: 8417294Abstract: A method and system is disclosed for providing data services to a wireless mobile in a hybrid network.Type: GrantFiled: March 27, 2003Date of Patent: April 9, 2013Assignee: Alcatel LucentInventors: Jianming Xu, Jyoti Boppana, Mahbubul Alam, Ghassan Naim, Pardeep Kohli
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Publication number: 20110302156Abstract: Search result re-ranking is provided by employing a concept graph from a metabase. When a search query is received, a query context of the search query is analyzed to identify dominant concepts for the search query. The dominant concepts are expanded by identifying the dominant concepts within a concept graph and identifying additional concepts having a strong relationship with the dominant concepts within the concept graph. A set of search results for the search query is analyzed to determine strength of relationship of each search result to the expanded concepts. The search results are re-ranked based on the strength of relationship of each search result to the expanded concepts and the strength of relationship of each expanded concept to the dominant concepts.Type: ApplicationFiled: June 8, 2010Publication date: December 8, 2011Applicant: MICROSOFT CORPORATIONInventors: VISWANATH VADLAMANI, MUNIRATHNAM SRIKANTH, ABHINAI SRIVASTAVA, TAREK NAJM, ARUNGUNRAM CHANDRASEKARAN SURENDRAN, JOHN MIDGLEY, MAHBUBUL ALAM ALI
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Publication number: 20110258032Abstract: Advertisements are selected for presentation on a search results page based on the presence or absence of user activity within the search results page. When a search results page is provided to an end user, the search results page is tracked for user activity. If user activity is detected, a user context is identified and new advertisements are selected for presentation on the search results page based on the user context. In some embodiments, the search results page provides search results in clusters, and the user context corresponds with a search result cluster selected by an end user. In some embodiments, dominant concepts in the user context are identified and used to select advertisements. Alternatively, if user activity is not detected within a predetermined period of time, new advertisements are selected based on the absence of user activity within the search results page.Type: ApplicationFiled: April 14, 2010Publication date: October 20, 2011Applicant: MICROSOFT CORPORATIONInventors: VISWANATH VADLAMANI, ABHINAI SRIVASTAVA, TAREK NAJM, ARUNGUNRAM CHANDRASEKARAN SURENDRAN, RAJEEV PRASAD, MAHBUBUL ALAM ALI
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Patent number: 7813730Abstract: The present disclosure includes a method and system for providing mobile core services independent of a mobile core device. In some embodiments, a method includes presenting a network element as a Base Station Controller to a first Mobile Switching Center (MSC) to provide mobile core services to a device foreign to the mobile core network. The network element is presented as a different MSC to the first MSC for providing an authentication vector used to confirm the foreign device as a mobile communication device.Type: GrantFiled: October 17, 2006Date of Patent: October 12, 2010Assignee: Mavenir Systems, Inc.Inventors: Pulin R. Patel, Rashad Mohammad Ali, Zeev V. Lubenski, Mahbubul Alam
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Publication number: 20100081432Abstract: The present disclosure includes a system and method for locally providing core-network services. In some implementations, a method includes receiving, from a first network device, a request for a service provided by a core network native to a second network device. The service is provided to the first network device independent of the core network.Type: ApplicationFiled: September 29, 2008Publication date: April 1, 2010Applicant: MAVENIR SYSTEMS, INC., A CORPORATION OF TEXASInventor: Mahbubul Alam
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Patent number: D728539Type: GrantFiled: March 26, 2012Date of Patent: May 5, 2015Assignee: Cisco Technology, Inc.Inventors: Craig Donald Dubrule, Mahbubul Alam, Hugo J. W. Vliegen, Chandrodaya Prasad
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Patent number: D757697Type: GrantFiled: March 24, 2015Date of Patent: May 31, 2016Assignee: Cisco Technology, Inc.Inventors: Craig Donald Dubrule, Mahbubul Alam, Hugo J. W. Vliegen, Chandrodaya Prasad