Patents by Inventor Said Tabet
Said Tabet 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: 20230333908Abstract: Techniques described herein relate to a method for managing a distributed multi-tiered computing (DMC) environment. The method includes obtaining, by an endpoint controller associated with a device, an initial resource buffer from a local controller; in response to obtaining the initial resource buffer: maintaining the initial resource buffer during task provision for the device; obtaining device metrics based on performance of tasks on the device; making a determination that a resource buffer change event is identified; and in response to the determination: updating the initial resource buffer based on the resource buffer change event.Type: ApplicationFiled: April 15, 2022Publication date: October 19, 2023Inventors: William Jeffery White, Said Tabet
-
Publication number: 20230333967Abstract: Techniques described herein relate to a method for managing a distributed multi-tiered computing (DMC) environment. The method includes obtaining, by a local controller associated with a DMC domain, a set of correlated services associated with an anomaly; obtaining a service dependency graph associated with the set of correlated services; generating a causal variance for each service using the correlated services and the service dependency graph; generating a weighted rank order of causal services based on the causal variance associated with each service, and the weighted rank order of causal services includes a portion of the services associated with an application associated with the anomaly; and performing remediation based on the weighted rank order of the causal services.Type: ApplicationFiled: April 15, 2022Publication date: October 19, 2023Inventors: William Jeffery White, Said Tabet, Robert Anthony Lincourt, JR.
-
Patent number: 11722472Abstract: One example method includes correlating trust scoring with authentication levels. Trust scores are protected in a computing system such that devices can be validated. Authentication levels are based on the verified trust scores.Type: GrantFiled: December 31, 2020Date of Patent: August 8, 2023Assignee: EMC IP HOLDING COMPANY LLCInventors: Mohamed Sohail, Robert A. Lincourt, Said Tabet
-
Patent number: 11677463Abstract: A data communication network includes a network node and a processor. The network node includes an optical link and a reflectometry analyzer to provide a plurality of reflectometry results, each reflectometry result providing a characterization of physical and operational properties of the optical link at the time of the reflectometry result. The processor receives a first set of the reflectometry results, and calculates a federated fingerprint of the physical and operational properties of the optical link based on the plurality of fingerprints in first set of the reflectometry results. The federated fingerprint is a combination of fingerprints from every section of the optical link. The processor receives a second set of the reflectometry results, and compares each of a plurality of fingerprints in the second set of reflectometry results with a respective corresponding fingerprint in the federated fingerprint.Type: GrantFiled: September 30, 2021Date of Patent: June 13, 2023Assignee: Dell Products L.P.Inventors: Rowland Shaw, Qing Ye, Said Tabet
-
Patent number: 11669315Abstract: Techniques described herein relate to a method for using pipeline data for deploying workflows. The method may include determining that a pipeline testing trigger occurred for a workflow; decomposing a pipeline testing manifest of the workflow; generating a testing execution plan using the decomposed workflow; adding instrumentation to the testing execution plan; determining that the instrumented testing execution plan is valid; deploying computing devices within a CI/CD pipeline ecosystem for performing the instrumented testing execution plan; capturing deployment logs; initiating telemetry capture; executing pipeline testing of the workflow based on the instrumented testing execution plan; generating a pipeline deployment information set based on the pipeline testing; and providing the pipeline deployment information set to an orchestrator of a production device ecosystem.Type: GrantFiled: July 21, 2021Date of Patent: June 6, 2023Assignee: EMC IP HOLDING COMPANY LLCInventors: John S. Harwood, William Jeffery White, Said Tabet, Robert Anthony Lincourt, Jr.
-
Publication number: 20230128173Abstract: Techniques are disclosed for modularly creating a virtual representation of physical infrastructure of a computing environment. For example, a method comprises generating a virtual representation of physical components of a computing environment. The virtual representation is generated by enabling selection of templates from a pre-stored template database wherein the templates respectively represent the physical components, and by integrating the selected templates with one another to collectively represent the physical components. The method then manages the physical components via the virtual representation.Type: ApplicationFiled: October 21, 2021Publication date: April 27, 2023Inventors: Danqing Sha, Zhen Jia, Said Tabet, Jiacheng Ni
-
Publication number: 20230128081Abstract: Embodiments of systems and methods for automated identification of training datasets are described. In some embodiments, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the IHS to: receive a training dataset comprising a plurality of elements, tag an element of the training dataset with: (a) a first attribute representing a first characteristic detectable in the element, and (b) a second attribute representing a second characteristic not detectable in the element, and select a subset of the plurality of elements to train an Artificial Intelligence (AI) or Machine Learning (ML) model based, at least in part, upon the tag.Type: ApplicationFiled: October 22, 2021Publication date: April 27, 2023Applicant: Dell Products, L.P.Inventors: Said Tabet, George Currie, Xin Ma, Jeffery White
-
Publication number: 20230126842Abstract: Embodiments of systems and methods for model prediction confidence utilizing drift are described. In some embodiments, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the IHS to: identify drift with respect to an Artificial Intelligence (AI) or Machine Learning (ML) model; and adjust a confidence score of a prediction or inference produced by the AI/ML model based, at least in part, upon the drift.Type: ApplicationFiled: October 22, 2021Publication date: April 27, 2023Applicant: Dell Products, L.P.Inventors: Said Tabet, Jeffery White, George Currie, Xin Ma
-
Publication number: 20230126294Abstract: Embodiments of systems and methods for multi-observer, consensus-based ground truth are described. In some embodiments, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the IHS to: detect an observation overlap between two or more devices; identify a consensus between Artificial Intelligence (AI) or Machine Intelligence (ML) model inferences made based upon data received by the two or more devices; and in response to the identification, tag at least a subset of the data with a ground truth label.Type: ApplicationFiled: October 22, 2021Publication date: April 27, 2023Applicant: Dell Products, L.P.Inventors: Said Tabet, Jeffery White, George Currie, Xin Ma
-
Publication number: 20230126323Abstract: Embodiments of systems and methods for unsupervised data characterization utilizing drift are described. In some embodiments, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the IHS to: provide input data to an Artificial Intelligence (AI) or Machine Learning (ML) drift detector, where the AI/ML drift detector is associated with a characteristic undetectable in the input data; and receive a drift confidence score from the AI/ML drift detector.Type: ApplicationFiled: October 22, 2021Publication date: April 27, 2023Applicant: Dell Products, L.P.Inventors: Said Tabet, Jeffery White, George Currie, Xin Ma
-
Publication number: 20230130376Abstract: Embodiments of systems and methods for enhanced drift remediation with causal methods and online model modification are described. In some embodiments, an Information Handling System (IHS) may include a processor and a memory coupled to the processor, the memory having program instructions stored thereon that, upon execution, cause the IHS to: detect drift in an Artificial Intelligence (AI) or Machine Learning (ML) model configured to make a prediction or a causal reasoning graphical or structural inference based upon input data, identify a root cause of the drift, and tag the input data with an indication of the root cause.Type: ApplicationFiled: October 22, 2021Publication date: April 27, 2023Applicant: Dell Products, L.P.Inventors: Said Tabet, Jeffery White, George Currie, Xin Ma
-
Patent number: 11630753Abstract: Techniques described herein relate to a method for deploying workflows. The method may include receiving, by a global orchestrator of a device ecosystem, a request to execute a workflow; decomposing, by the global orchestrator, the workflow into a plurality of workflow portions; executing, by the global orchestrator, a metaheuristic algorithm to generate a result comprising a plurality of domains of the device ecosystem in which to execute the plurality of workflow portions; and providing, by the global orchestrator, the plurality of workflow portions to respective local orchestrators of the plurality of domains based on the result of executing the metaheuristic algorithm.Type: GrantFiled: July 21, 2021Date of Patent: April 18, 2023Assignee: EMC IP HOLDING COMPANY LLCInventors: John S. Harwood, Robert Anthony Lincourt, Jr., William Jeffery White, Said Tabet
-
Patent number: 11601196Abstract: An information handling system includes a plurality of network nodes and a processor. The network nodes each include an optical link and a reflectometry analyzer. The reflection analyzers provide reflectometry results that each provide a characterization of physical properties of the associated optical link. The processor receives the reflectometry results, and, for each optical link, analyzes the reflectometry results to determine a fingerprint of the physical properties of the associated optical link. The processor further determines a status for each of the optical links based upon the associated fingerprints, and displays a map of the information handling system including each network node and the associated optical link, wherein the map provides an indication of the status for each of the optical links.Type: GrantFiled: September 30, 2021Date of Patent: March 7, 2023Assignee: Dell Products L.P.Inventors: Qing Ye, Rowland Shaw, Said Tabet
-
Patent number: 11595124Abstract: An information handling system includes a plurality of network nodes and a processor. Each network node includes an optical link and a reflectometry analyzer. The reflection analyzers provide a plurality of reflectometry results that each provide a characterization of physical properties of the optical link. The processor receives the reflectometry results, analyzes the reflectometry results to define a fingerprint of the physical properties of the optical link, and determines a status for each of the optical links based upon the associated fingerprints. The status for each of the optical links includes one of a plurality of graded statuses. Each graded status represents a qualitative measure of the physical properties of the associated optical link. A first graded status represents a better qualitative measure than a second graded status. The processor further receives a request to route a data flow from a first one of the network nodes to a second one of the network nodes.Type: GrantFiled: September 30, 2021Date of Patent: February 28, 2023Assignee: Dell Products L.P.Inventors: Qing Ye, Rowland Shaw, Said Tabet
-
Patent number: 11595122Abstract: A data communication network includes a network node and a processor. The network node includes an optical link and a reflectometry analyzer. The reflection analyzer provides a plurality of reflectometry results that each provide a characterization of physical and operational properties of the optical link at the time of the reflectometry result. The processor receives a first set of the reflectometry results, analyzes the first set of reflectometry results to define a fingerprint of the physical and operational properties of the optical link, receives a second set of the reflectometry results, compares the second set of reflectometry results with the fingerprint, and determines whether or not the optical link is secure based upon the comparison of the second set of reflectometry results with the fingerprint.Type: GrantFiled: September 30, 2021Date of Patent: February 28, 2023Assignee: Dell Products L.P.Inventors: Said Tabet, Qing Ye, Rowland Shaw
-
Patent number: 11595123Abstract: A data communication network includes a plurality of network nodes and a processor. The network nodes each include an optical link and a reflectometry analyzer. The reflection analyzers provide reflectometry results that each provide a characterization of physical and operational properties of the associated optical link. The processor receives the reflectometry results from the reflectometry analyzers, and, for each optical link, analyzes the reflectometry results to determine a fingerprint of the physical and operational properties of the associated optical link. The processor further determines a status for each of the optical links based upon the associated fingerprints, and determines a first path between a first one of the network nodes and a second one of the network nodes based upon a first status of a first optical link in the first path and a second status of a second optical link in the path.Type: GrantFiled: September 30, 2021Date of Patent: February 28, 2023Assignee: Dell Products L.P.Inventors: Said Tabet, Qing Ye, Rowland Shaw
-
Publication number: 20230035344Abstract: Techniques described herein relate to a method for distributed data management. The method may include making a first determination that data is written to a data structure of storage of a data host; obtaining, based on the first determination, data information associated with the data; making a second determination of intent corresponding to the data; generating a global name and metadata corresponding to the data, wherein the metadata comprises the intent; and publishing the global name and the metadata to a global name repository.Type: ApplicationFiled: July 27, 2021Publication date: February 2, 2023Inventors: William Jeffery White, John S. Harwood, Said Tabet, Robert Anthony Lincourt, JR.
-
Publication number: 20230028146Abstract: Techniques described herein relate to a method for using pipeline data for deploying workflows. The method may include determining that a pipeline testing trigger occurred for a workflow; decomposing a pipeline testing manifest of the workflow; generating a testing execution plan using the decomposed workflow; adding instrumentation to the testing execution plan; determining that the instrumented testing execution plan is valid; deploying computing devices within a CI/CD pipeline ecosystem for performing the instrumented testing execution plan; capturing deployment logs; initiating telemetry capture; executing pipeline testing of the workflow based on the instrumented testing execution plan; generating a pipeline deployment information set based on the pipeline testing; and providing the pipeline deployment information set to an orchestrator of a production device ecosystem.Type: ApplicationFiled: July 21, 2021Publication date: January 26, 2023Inventors: John S. Harwood, William Jeffery White, Said Tabet, Robert Anthony Lincourt, JR.
-
Publication number: 20230023427Abstract: Techniques described herein relate to a method for deploying workflows. The method may include receiving, by a global orchestrator of a device ecosystem, a request to execute a workflow; decomposing, by the global orchestrator, the workflow into a plurality of workflow portions; executing, by the global orchestrator, a metaheuristic algorithm to generate a result comprising a plurality of domains of the device ecosystem in which to execute the plurality of workflow portions; and providing, by the global orchestrator, the plurality of workflow portions to respective local orchestrators of the plurality of domains based on the result of executing the metaheuristic algorithm.Type: ApplicationFiled: July 21, 2021Publication date: January 26, 2023Inventors: John S. Harwood, Robert Anthony Lincourt, JR., William Jeffery White, Said Tabet
-
Publication number: 20230013470Abstract: A system for processing data is disclosed that includes an artificial intelligence (AI) model operating on a processor and configured to process an incoming data set to generate a data output. An AI model anomaly detection system operating on the processor and configured to receive the incoming data set and the data output and to generate an anomaly detection as a function of the incoming data set and the data output. An AI model anomaly analysis system operating on the processor and configured to receive the anomaly detection and the incoming data set and to generate AI model anomaly data. An AI model anomaly mitigation system operating on the processor and configured to receive the AI model anomaly data and to generate AI model anomaly correction data.Type: ApplicationFiled: July 19, 2021Publication date: January 19, 2023Applicant: DELL PRODUCTS L.P.Inventors: Said Tabet, William Jeffery White, George Currie, Xin Ma