Vmware, Inc.

Suchit Dhakate

Ritesh Ranjan Jha

Narendra Madanapalli

Nikhil Jaiswal

Rahav Vembuli

Pushkar Patil

Vaidic Joshi

Padmini Sampige Thirumalachar

Soumya Panigrahi

Vinothkumar D

Jasmine Ejner

Priyank Agarwal

System and method for virtual agent upgrade uses an upgrade proxy service that is instantiated in a computing entity when an upgrade request for a virtual agent in the computing entity is received to upgrade the virtual agent based on virtual agent upgrade data from an application server. The upgrade proxy service is then removed from the computing entity after upgrading the virtual agent.

Method and system for virtual agent upgrade using upgrade proxy service

The present disclosure provides an approach for training a machine learning model by first training the model on a generic dataset and then iteratively training the model on 'easy' domain specific training data before moving on to 'difficult' domain specific training data. Inputs of a domain-specific dataset are run on the generically-trained model to determine which inputs generate an accuracy score above a threshold. The inputs with an accuracy score above a threshold are used to retrain the model, along with the corresponding outputs. The retraining continues until all domain specific dataset has been used to train the model, or until no remaining inputs of the domain specific dataset generate an accuracy score, when run on the model, that is above a threshold.

Enhanced learning with feedback loop for machine reading comprehension models

System and computer-implemented method for constructing a topology for an application distributed over multiple virtual computing instances in which a set of resource utilization metrics are collected for multiple computing instances. A propagation sequence caused by an execution of the application is determined based on the set of resource utilization metrics. A graph may be created with the propagation sequence, wherein each virtual computing instance in the multiple computing instances is a possible node in the graph and the graph includes all nodes associated with the application.

Method and apparatus for non-intrusive agentless platform-agnostic application topology discovery

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Bengaluru, India

Suchit Dhakate