I have been granted 43 US patents (and several are pending). These are broadly related to AI, data science, big data, cybersecurity, energy analytics, cyber-physical systems, visualization, data centers, smart buildings, and IP telephony.
PAT. NO. Title 1 9,529,899 Visualizing motifs with visual structures 2 9,466,087 Meter data management testing 3 9,459,129 Determining sensor placement in distributed networks 4 9,322,667 Detecting anomalies in power consumption of electrical systems 5 9,292,040 Synthetic time series data generation 6 9,224,223 Visual analytics using multivariate concentric rings with a visual start time mechanism 7 9,172,552 Managing an entity using a state machine abstract 8 9,081,880 Determining sustainability of a data center 9 9,053,439 Predicting near-future photovoltaic generation 10 9,053,438 Energy consumption analysis using node similarity 11 8,972,308 Combining multivariate time-series prediction with motif discovery 12 8,836,536 Device characterization system and methods 13 8,832,012 System and method for tree discovery 14 8,812,427 System and method for disaggregating power load 15 8,812,166 Supplying a resource to an entity from a resource actuator 16 8,730,843 System and method for tree assessment 17 8,725,868 Interactive service management 18 8,683,479 Shifting information technology workload demands 19 8,638,981 Placing temporally aligned and variably sized pixels in discrete rings in a graphical visualization 20 8,630,967 Determining operational settings for fluid moving devices using a multivariate time series of data 21 8,626,693 Node similarity for component substitution 22 8,565,931 Managing energy demand in an infrastructure 23 8,447,569 Determining sustainability of a data center 24 8,355,828 Determining optimal settings for resource actuators 25 8,352,085 Distribution of cooling resources using hierarchically identified cooling microgrids 26 8,255,522 Event detection from attributes read by entities 27 8,089,872 Efficient load balancing and heartbeat mechanism for telecommunication endpoints 28 7,747,672 Method and apparatus using lightweight RRQ for efficient recovery of a call signaling channel in gatekeeper-routed call signaling 29 7,738,360 Method and apparatus for merging call components during call reconstruction 30 7,668,100 Efficient load balancing and heartbeat mechanism for telecommunication endpoints 31 7,483,369 Method and apparatus for migrating to an alternate call controller 32 7,366,110 Method and apparatus for merging call components during call reconstruction 33 7,054,435 Apparatus and method for determining a minimal time bound for performing tone detection 34 6,748,059 Apparatus and method for unified tone detection 35 9,589,021 System deconstruction for component substitution 36 9,568,502 Visual analytics of spatial time series data using a pixel calendar tree 37 9,565,789 Determining regions of influence of fluid moving devices 38 10,599,857 Extracting features for authentication events 39 10,592,666 Detecting anomalous entities 40 10,503,732 Storing time series data for a search query 41 10,204,186 Providing a model of impact of a cooling infrastructure 42 9,952,061 Detecting fraud in resource distribution systems 43 9,817,918 Sub-tree similarity for component substitution