Edge Computing Patent Application Trends 2025

Edge Computing patent applications in 2025

Top Technology Areas in Edge Computing

Top CPC Codes

• G06N20/00 (Machine learning)
  • Count: 20 patents
  • Example: 20250117686. TECHNIQUES FOR ENERGY USAGE ESTIMATION IN COMPUTING SYSTEMS (Red Hat, Inc.)
• H04L67/10 (in which an application is distributed across nodes in the network (software deployment)
  • Count: 18 patents
  • Example: 20250036423. CLUSTER BOOTSTRAPPING FOR DISTRIBUTED COMPUTING SYSTEMS (Oracle International Corporation)
• H04L63/20 ({for managing network security; network security policies in general (filtering policies)
  • Count: 9 patents
  • Example: 20250039186. WORKLOAD SECURITY RINGS (Google LLC)
• H04L67/1008 (based on parameters of servers, e.g. available memory or workload (monitoring of computer activity)
  • Count: 9 patents
  • Example: 20250039987. Systems and Methods for Collaborative Edge Computing (VEEA Inc.)
• H04L67/51 (Discovery or management thereof, e.g. service location protocol [SLP] or web services)
  • Count: 9 patents
  • Example: 20250047737. USING AN EDGE REPOSITORY (QUALCOMM Incorporated)
• H04L41/16 (using machine learning or artificial intelligence)
  • Count: 8 patents
  • Example: 20250119251. FEDERATED LEARNING SYSTEM AND METHOD WITH ADAPTIVE NOISE AND DIFFERENTIAL PRIVACY (Mohamed bin Zayed University of Artificial Intelligence)
• G06F9/505 (Allocation of resources, e.g. of the central processing unit [CPU])
  • Count: 8 patents
  • Example: 20250039186. WORKLOAD SECURITY RINGS (Google LLC)
• G06F9/45558 ({Hypervisor-specific management and integration aspects})
  • Count: 8 patents
  • Example: 20250039987. Systems and Methods for Collaborative Edge Computing (VEEA Inc.)
• H04L67/12 (specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks)
  • Count: 6 patents
  • Example: 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.)
• G06V10/82 (IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING)
  • Count: 6 patents
  • Example: 20250037447. AUTOMATED IMAGE DETECTION UTILIZING A CONVOLUTIONAL XGBOOST IMAGE RECOGNITION MACHINE LEARNING MODEL ON EDGE COMPUTING WITH BLOCKCHAIN MOBILE AUTHENTICATION (Bank of America Corporation)

Top Companies in Edge Computing 2025

Dell Products L.P.

• Number of Edge Computing patents: 19
• Top CPC codes:
  • G06F21/602 ({Providing cryptographic facilities or services}): 2 patents
  • G06N20/00 (Machine learning): 2 patents
  • G06F3/0644 ({Management of space entities, e.g. partitions, extents, pools}): 1 patents
• Recent patents:
  • 20250126134. SECURE EDGE COMPUTING NETWORK MANAGEMENT (Dell Products L.P.) (20250417)
  • 20250106112. EDGE COMPUTING DEPLOYMENT BASED ON ARTIFICIAL INTELLIGENCE-DRIVEN TOPOLOGY CONSTRUCTION FROM PLAIN TEXT INPUT (Dell Products L.P.) (20250327)
  • 20250106638. EXTENDED ROOT OF TRUST VALIDATION FOR REMOTE EDGE DEVICES (Dell Products L.P.) (20250327)

Cisco Technology, Inc.

• Number of Edge Computing patents: 15
• Top CPC codes:
  • H04L45/74 (Address processing for routing): 3 patents
  • H04L47/32 (by discarding or delaying data units, e.g. packets or frames): 2 patents
  • H04L45/24 (Multipath): 2 patents
• Recent patents:
  • 20250112832. HIDDEN-LAYER ROUTING FOR DISAGGREGATED ARTIFICIAL NEURAL NETWORKS (Cisco Technology, Inc.) (20250403)
  • 20250055753. SYMBIOTIC NETWORK ORCHESTRATOR FOR COMPUTING NETWORKS (Cisco Technology, Inc.) (20250213)
  • 20250015976. SECURE EVPN WITH MKA OVER BGP (Cisco Technology, Inc.) (20250109)

International Business Machines Corporation

• Number of Edge Computing patents: 7
• Top CPC codes:
  • G06T7/0004 ({Industrial image inspection}): 1 patents
  • G06N20/00 (Machine learning): 1 patents
  • G06T2207/30168 (Subject of image; Context of image processing): 1 patents
• Recent patents:
  • 20250080583. Regular Expression Rule Grouping Balancer (International Business Machines Corporation) (20250306)
  • 20250138855. ZERO TOUCH STORAGE NODE CONTAINERS IN CLOUD NETWORKED STORAGE ENVIRONMENT (International Business Machines Corporation) (20250501)
  • 20250106282. SMART LOG SHIPPING IN A HETEROGENOUS CLOUD COMPUTING ENVIRONMENT (International Business Machines Corporation) (20250327)

Armada Systems Inc.

• Number of Edge Computing patents: 7
• Top CPC codes:
  • G08G1/20 ({Monitoring the location of vehicles belonging to a group, e.g. fleet of vehicles, countable or determined number of vehicles}): 1 patents
  • G07C5/008 ({communicating information to a remotely located station (transmission systems for measured values): 1 patents
  • G08G1/13 (TRAFFIC CONTROL SYSTEMS (guiding railway traffic, ensuring the safety of railway traffic): 1 patents
• Recent patents:
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250138904. RESILIENCY AND REDUNDANCY FOR SELF-HEALING EDGE COMPUTING APPARATUSES AND DEPLOYMENTS (Armada Systems Inc.) (20250501)
  • 20250138937. SELF-HEALING EDGE COMPUTING APPARATUSES AND DEPLOYMENTS USING DYNAMIC FAULT TREE-BASED DETECTION AND REMEDIATION (Armada Systems Inc.) (20250501)

Red Hat, Inc.

• Number of Edge Computing patents: 6
• Top CPC codes:
  • G06N20/00 (Machine learning): 1 patents
  • H04L69/02 ({Protocol performance}): 1 patents
  • H04L45/48 (Routing tree calculation): 1 patents
• Recent patents:
  • 20250028381. MONITORING ENERGY CONSUMPTION ASSOCIATED WITH TENANTS OF A DISTRIBUTED COMPUTING SYSTEM USING TRACING (Red Hat, Inc.) (20250123)
  • 20250086322. UNIKERNEL CATALOG FOR STORING AND FACILITATING DEPLOYMENT OF UNIKERNELS (Red Hat, Inc.) (20250313)
  • 20250147835. DYNAMIC TROUBLESHOOTING INFORMATION FOR DISTRIBUTED COMPUTING SYSTEMS (Red Hat, Inc.) (20250508)

Intel Corporation

• Number of Edge Computing patents: 6
• Top CPC codes:
  • H04L67/10 (in which an application is distributed across nodes in the network (software deployment): 3 patents
  • G06F9/465 (Multiprogramming arrangements): 1 patents
  • H04L47/2441 (relying on flow classification, e.g. using integrated services [IntServ]): 1 patents
• Recent patents:
  • 20250097306. QUALITY OF SERVICE (QoS) MANAGEMENT IN EDGE COMPUTING ENVIRONMENTS (Intel Corporation) (20250320)
  • 20250112825. MULTI-ENTITY RESOURCE, SECURITY, AND SERVICE MANAGEMENT IN EDGE COMPUTING DEPLOYMENTS (Intel Corporation) (20250403)
  • 20250016567. TECHNOLOGIES FOR RADIO EQUIPMENT CYBERSECURITY AND MULTIRADIO INTERFACE TESTING (Intel Corporation) (20250109)

Oracle International Corporation

• Number of Edge Computing patents: 5
• Top CPC codes:
  • H04L67/10 (in which an application is distributed across nodes in the network (software deployment): 2 patents
  • H04L61/4511 (using domain name system [DNS]): 2 patents
  • G06F9/4416 ({Network booting; Remote initial program loading [RIPL]}): 1 patents
• Recent patents:
  • 20250133056. TECHNIQUES FOR ROTATING SERVICE ENDPOINTS IN PREFAB REGIONS (Oracle International Corporation) (20250424)
  • 20250030596. MIGRATING EDGE DEVICE RESOURCES TO A CLOUD COMPUTING ENVIRONMENT (Oracle International Corporation) (20250123)
  • 20250106006. TECHNIQUES FOR ESTABLISHING TRUST IN A CLUSTER OF EDGE DEVICES (Oracle International Corporation) (20250327)

Toyota Motor Engineering & Manufacturing North America, Inc.

• Number of Edge Computing patents: 5
• Top CPC codes:
  • G06V20/56 (IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING): 3 patents
  • G06F3/013 ({Eye tracking input arrangements (): 3 patents
  • B60W30/09 (CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT): 2 patents
• Recent patents:
  • 20250139841. SYSTEMS AND METHODS FOR MIXED REALITY APPLICATIONS WITH SELECTIVE FRAME TRANSMISSION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139913. SYSTEMS AND METHODS FOR EDGE-DRIVEN OBJECT DETECTION FOR RESOURCE OPTIMIZATION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139966. SYSTEMS AND METHODS FOR RESOURCE-OPTIMIZED MIXED REALITY USING USER-CENTRIC ADAPTIVE OBJECT DETECTION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)

PELTBEAM INC.

• Number of Edge Computing patents: 5
• Top CPC codes:
  • H04W16/28 (using beam steering): 2 patents
  • H04W88/04 (adapted for relaying to or from another terminal or user): 2 patents
  • H04W4/46 (WIRELESS COMMUNICATION NETWORKS (broadcast communication): 2 patents
• Recent patents:
  • 20250097832. EDGE DEVICE AND METHOD FOR HANDLING SERVICE FOR MULTIPLE SERVICE PROVIDERS (PELTBEAM INC.) (20250320)
  • 20250098031. COMMUNICATION SYSTEM AND METHOD FOR HIGH-SPEED LOW-LATENCY WIRELESS CONNECTIVITY IN MOBILITY APPLICATION (PELTBEAM INC.) (20250320)
  • 20250056247. CENTRAL CLOUD SERVER AND EDGE DEVICES ASSISTED HIGH SPEED LOW-LATENCY WIRELESS CONNECTIVITY (PELTBEAM INC.) (20250213)

Telefonaktiebolaget LM Ericsson (publ)

• Number of Edge Computing patents: 5
• Top CPC codes:
  • H04W4/24 (WIRELESS COMMUNICATION NETWORKS (broadcast communication): 1 patents
  • H04M15/765 ({Linked or grouped accounts, e.g. of users or devices}): 1 patents
  • H04M15/8221 ({Message based}): 1 patents
• Recent patents:
  • 20250168225. METHOD AND APPARATUS FOR APPLICATION SESSION INFORMATION MANAGEMENT IN EDGE COMPUTING (Telefonaktiebolaget LM Ericsson (publ)) (20250522)
  • 20250056387. METHOD AND APPARATUS FOR EDGE COMPUTING (Telefonaktiebolaget LM Ericsson (publ)) (20250213)
  • 20250106296. CONSTRAINT DEVICE IN EDGE COMPUTING (Telefonaktiebolaget LM Ericsson (publ)) (20250327)

New Companies in Edge Computing (Last Month)

File:New Companies in Edge Computing Last Month.png

No new companies detected in the last month.

Emerging Technology Areas in Edge Computing

• H04W12/082 (using revocation of authorisation)
  • Count: 1 patents
  • Example: 20250106638. EXTENDED ROOT OF TRUST VALIDATION FOR REMOTE EDGE DEVICES (Dell Products L.P.)
• H04W8/14 (between corresponding nodes)
  • Count: 1 patents
  • Example: 20250106612. Presence Server for Edge Computing (Apple Inc.)
• H04L41/083 (Configuration management of networks or network elements (address allocation)
  • Count: 1 patents
  • Example: 20250106297. METHOD AND APPARATUS FOR SUPPORTING EDGE APPLICATION SERVER DISCOVERY AND SELECTION IN MOBILE EDGE COMPUTING SYSTEM (SAMSUNG ELECTRONICS CO., LTD.)
• H04L67/1095 (Replication or mirroring of data, e.g. scheduling or transport for data synchronisation between network nodes)
  • Count: 1 patents
  • Example: 20250106282. SMART LOG SHIPPING IN A HETEROGENOUS CLOUD COMPUTING ENVIRONMENT (International Business Machines Corporation)
• H04W28/08 (Load balancing or load distribution (transferring a connection for handling the traffic)
  • Count: 1 patents
  • Example: 20250106280. EDGE COMPUTING RESOURCE ALLOCATION METHOD, APPARATUS AND DEVICE, AND STORAGE MEDIUM (SUZHOU METABRAIN INTELLIGENT TECHNOLOGY CO., LTD.)
• H04L67/1012 (based on compliance of requirements or conditions with available server resources)
  • Count: 1 patents
  • Example: 20250106280. EDGE COMPUTING RESOURCE ALLOCATION METHOD, APPARATUS AND DEVICE, AND STORAGE MEDIUM (SUZHOU METABRAIN INTELLIGENT TECHNOLOGY CO., LTD.)
• H04L45/70 ({Routing based on monitoring results})
  • Count: 1 patents
  • Example: 20250106151. DETERMINING AND UTILIZING ENERGY EFFICIENT LINKS AND NETWORK DEVICES IN A NETWORK (Juniper Networks, Inc.)
• H04L9/0822 ({using key encryption key})
  • Count: 1 patents
  • Example: 20250106006. TECHNIQUES FOR ESTABLISHING TRUST IN A CLUSTER OF EDGE DEVICES (Oracle International Corporation)
• G06Q10/0635 (Risk analysis of enterprise or organisation activities)
  • Count: 1 patents
  • Example: 20250103986. SYSTEM FOR INTELLIGENT WORKFLOW MANAGEMENT IN ROBOTIC PROCESS AUTOMATION (BANK OF AMERICA CORPORATION)
• B25J9/163 ({learning, adaptive, model based, rule based expert control})
  • Count: 1 patents
  • Example: 20250103986. SYSTEM FOR INTELLIGENT WORKFLOW MANAGEMENT IN ROBOTIC PROCESS AUTOMATION (BANK OF AMERICA CORPORATION)

Top Companies in Emerging Edge Computing Technologies 2025

• SUZHOU METABRAIN INTELLIGENT TECHNOLOGY CO., LTD.: 2 patents
• BANK OF AMERICA CORPORATION: 2 patents
• Dell Products L.P.: 1 patents
• International Business Machines Corporation: 1 patents
• Oracle International Corporation: 1 patents
• SAMSUNG ELECTRONICS CO., LTD.: 1 patents
• Apple Inc.: 1 patents
• Juniper Networks, Inc.: 1 patents

Top Inventors in Edge Computing

MAXIM BALIN

• Number of Edge Computing patents: 9
• Top companies:
  • Dell Products L.P.: 9 patents
• Recent patents:
  • 20250094591. DISTRIBUTION OF BLUEPRINTS IN EDGE SYSTEMS (Dell Products L.P.) (20250320)
  • 20250094607. CONTROLLABLE EDGE GATEWAY RETIREMENT (Dell Products L.P.) (20250320)
  • 20250106638. EXTENDED ROOT OF TRUST VALIDATION FOR REMOTE EDGE DEVICES (Dell Products L.P.) (20250327)

Anish Swaminathan of Greebrae CA (US)

• Number of Edge Computing patents: 6
• Top companies:
  • Armada Systems Inc.: 6 patents
• Recent patents:
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250138904. RESILIENCY AND REDUNDANCY FOR SELF-HEALING EDGE COMPUTING APPARATUSES AND DEPLOYMENTS (Armada Systems Inc.) (20250501)
  • 20250138937. SELF-HEALING EDGE COMPUTING APPARATUSES AND DEPLOYMENTS USING DYNAMIC FAULT TREE-BASED DETECTION AND REMEDIATION (Armada Systems Inc.) (20250501)

Dawei Chen of Milpitas CA (US)

• Number of Edge Computing patents: 5
• Top companies:
  • Toyota Motor Engineering & Manufacturing North America, Inc.: 5 patents
• Recent patents:
  • 20250139841. SYSTEMS AND METHODS FOR MIXED REALITY APPLICATIONS WITH SELECTIVE FRAME TRANSMISSION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139913. SYSTEMS AND METHODS FOR EDGE-DRIVEN OBJECT DETECTION FOR RESOURCE OPTIMIZATION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139966. SYSTEMS AND METHODS FOR RESOURCE-OPTIMIZED MIXED REALITY USING USER-CENTRIC ADAPTIVE OBJECT DETECTION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)

Kyungtae Han of Palo Alto CA (US)

• Number of Edge Computing patents: 5
• Top companies:
  • Toyota Motor Engineering & Manufacturing North America, Inc.: 5 patents
• Recent patents:
  • 20250139841. SYSTEMS AND METHODS FOR MIXED REALITY APPLICATIONS WITH SELECTIVE FRAME TRANSMISSION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139913. SYSTEMS AND METHODS FOR EDGE-DRIVEN OBJECT DETECTION FOR RESOURCE OPTIMIZATION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139966. SYSTEMS AND METHODS FOR RESOURCE-OPTIMIZED MIXED REALITY USING USER-CENTRIC ADAPTIVE OBJECT DETECTION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)

Clint SMITH of New York NY (US)

• Number of Edge Computing patents: 5
• Top companies:
  • VEEA INC.: 4 patents
  • VEEA Inc.: 1 patents
• Recent patents:
  • 20250007796. Methods and Systems for Micro Edge Network Segmentation and Slicing (VEEA INC.) (20250102)
  • 20250008328. Methods and Systems for Micro Edge Applications and Grouping (VEEA INC.) (20250102)
  • 20250016161. Method and System for Secure Container Application Framework (VEEA INC.) (20250109)

Venkat KALKUNTE of Saratoga CA (US)

• Number of Edge Computing patents: 5
• Top companies:
  • PELTBEAM INC.: 5 patents
• Recent patents:
  • 20250097832. EDGE DEVICE AND METHOD FOR HANDLING SERVICE FOR MULTIPLE SERVICE PROVIDERS (PELTBEAM INC.) (20250320)
  • 20250098031. COMMUNICATION SYSTEM AND METHOD FOR HIGH-SPEED LOW-LATENCY WIRELESS CONNECTIVITY IN MOBILITY APPLICATION (PELTBEAM INC.) (20250320)
  • 20250056247. CENTRAL CLOUD SERVER AND EDGE DEVICES ASSISTED HIGH SPEED LOW-LATENCY WIRELESS CONNECTIVITY (PELTBEAM INC.) (20250213)

Mehdi HATAMIAN of Mission Viejo CA (US)

• Number of Edge Computing patents: 5
• Top companies:
  • PELTBEAM INC.: 5 patents
• Recent patents:
  • 20250097832. EDGE DEVICE AND METHOD FOR HANDLING SERVICE FOR MULTIPLE SERVICE PROVIDERS (PELTBEAM INC.) (20250320)
  • 20250098031. COMMUNICATION SYSTEM AND METHOD FOR HIGH-SPEED LOW-LATENCY WIRELESS CONNECTIVITY IN MOBILITY APPLICATION (PELTBEAM INC.) (20250320)
  • 20250056247. CENTRAL CLOUD SERVER AND EDGE DEVICES ASSISTED HIGH SPEED LOW-LATENCY WIRELESS CONNECTIVITY (PELTBEAM INC.) (20250213)

Parminder Singh Sethi

• Number of Edge Computing patents: 5
• Top companies:
  • Dell Products L.P.: 5 patents
• Recent patents:
  • 20250123915. DYNAMIC BEHAVIOR-BASED ADAPTIVE ACCESS CONTROL SYSTEM FOR EDGE DEVICES (Dell Products L.P.) (20250417)
  • 20250126134. SECURE EDGE COMPUTING NETWORK MANAGEMENT (Dell Products L.P.) (20250417)
  • 20250106112. EDGE COMPUTING DEPLOYMENT BASED ON ARTIFICIAL INTELLIGENCE-DRIVEN TOPOLOGY CONSTRUCTION FROM PLAIN TEXT INPUT (Dell Products L.P.) (20250327)

John VACCARO of New York NY (US)

• Number of Edge Computing patents: 4
• Top companies:
  • NASDAQ, INC.: 4 patents
• Recent patents:
  • 20250007838. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)
  • 20250007839. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)
  • 20250008000. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)

Kyle PREM of Croton-on-Hudson NY (US)

• Number of Edge Computing patents: 4
• Top companies:
  • NASDAQ, INC.: 4 patents
• Recent patents:
  • 20250007838. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)
  • 20250007839. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)
  • 20250008000. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)

Hemant THOMBRE of Warren NJ (US)

• Number of Edge Computing patents: 4
• Top companies:
  • NASDAQ, INC.: 4 patents
• Recent patents:
  • 20250007838. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)
  • 20250007839. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)
  • 20250008000. SYSTEMS AND METHODS OF ROUTING DATA TRANSACTION MESSAGES FOR DISTRIBUTED SYSTEMS (NASDAQ, INC.) (20250102)

Janardhan Prabhakara of Greebrae CA (US)

• Number of Edge Computing patents: 4
• Top companies:
  • Armada Systems Inc.: 4 patents
• Recent patents:
  • 20250077216. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

Hyesung KIM

• Number of Edge Computing patents: 4
• Top companies:
  • SAMSUNG ELECTRONICS CO., LTD.: 3 patents
  • Samsung Electronics Co., Ltd.: 1 patents
• Recent patents:
  • 20250063623. METHOD AND DEVICE FOR MANAGING ROAMING SESSION FOR EDGE COMPUTING SERVICE (SAMSUNG ELECTRONICS CO., LTD.) (20250220)
  • 20250151003. METHOD AND APPARATUS FOR ADJUSTING APPLICATION CONTEXT RELOCATION IN EDGE COMPUTING SYSTEM (Samsung Electronics Co., Ltd.) (20250508)
  • 20250106297. METHOD AND APPARATUS FOR SUPPORTING EDGE APPLICATION SERVER DISCOVERY AND SELECTION IN MOBILE EDGE COMPUTING SYSTEM (SAMSUNG ELECTRONICS CO., LTD.) (20250327)

Pragyana K Mishra of Seattle WA (US)

• Number of Edge Computing patents: 4
• Top companies:
  • Armada Systems Inc.: 4 patents
• Recent patents:
  • 20250077525. REAL-TIME SEARCH AND RETRIEVAL OF STREAMING SENSOR DATA (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

Daniel Doe of San Jose CA (US)

• Number of Edge Computing patents: 4
• Top companies:
  • Toyota Motor Engineering & Manufacturing North America, Inc.: 4 patents
• Recent patents:
  • 20250139841. SYSTEMS AND METHODS FOR MIXED REALITY APPLICATIONS WITH SELECTIVE FRAME TRANSMISSION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139913. SYSTEMS AND METHODS FOR EDGE-DRIVEN OBJECT DETECTION FOR RESOURCE OPTIMIZATION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)
  • 20250139966. SYSTEMS AND METHODS FOR RESOURCE-OPTIMIZED MIXED REALITY USING USER-CENTRIC ADAPTIVE OBJECT DETECTION (Toyota Motor Engineering & Manufacturing North America, Inc.) (20250501)

Ali Sajassi of Alamo CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Cisco Technology, Inc.: 3 patents
• Recent patents:
  • 20250119389. PIM PROXY OVER EVPN FABRIC (Cisco Technology, Inc.) (20250410)
  • 20250062977. TECHNIQUES FOR PROVIDING ROLE STATUS CONFLICT RESOLUTION WITH EVPN MULTI-HOMING (Cisco Technology, Inc.) (20250220)
  • 20250062991. EGRESS FILTERING FOR E-TREE OVER EVPN (Cisco Technology, Inc.) (20250220)

Sivashankar YOGANATHAN of Moorpark CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

Patrick HEFFERNAN of Moorpark CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

Pranam KALLA of Simi Valley CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

James MAKISHIMA of Palos Verdes CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

Kenji FUJII of Torrance CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

Craig LOZOFSKY of Torrance CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

Erika SHIMOJO of Torrance CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

Taku YAMANE of Torrance CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Moter Technologies, Inc.: 3 patents
• Recent patents:
  • 20250033648. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033649. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)
  • 20250033650. SYSTEMS AND METHODS FOR TRACKING HISTORIC DRIVER DATA ON THE EDGE (Moter Technologies, Inc.) (20250130)

STAV SAPIR

• Number of Edge Computing patents: 3
• Top companies:
  • Dell Products L.P.: 3 patents
• Recent patents:
  • 20250036516. MANAGING OPERATIONAL FUNCTIONALITY OF FAR EDGE DEVICES USING LOG DATA (Dell Products L.P.) (20250130)
  • 20250132913. SECURING DATA SENT BETWEEN COMPUTING DEVICES (Dell Products L.P.) (20250424)
  • 20250133086. SECURING BLUEPRINTS FOR IMPLEMENTATION IN EDGE DEVICES (Dell Products L.P.) (20250424)

Eden Grail Adogla of Seattle WA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Oracle International Corporation: 3 patents
• Recent patents:
  • 20250007879. TECHNIQUES FOR ROTATING NETWORK ADDRESSES IN PREFAB REGIONS (Oracle International Corporation) (20250102)
  • 20250133056. TECHNIQUES FOR ROTATING SERVICE ENDPOINTS IN PREFAB REGIONS (Oracle International Corporation) (20250424)
  • 20250030596. MIGRATING EDGE DEVICE RESOURCES TO A CLOUD COMPUTING ENVIRONMENT (Oracle International Corporation) (20250123)

IGOR DUBROVSKY

• Number of Edge Computing patents: 3
• Top companies:
  • Dell Products L.P.: 3 patents
• Recent patents:
  • 20250133086. SECURING BLUEPRINTS FOR IMPLEMENTATION IN EDGE DEVICES (Dell Products L.P.) (20250424)
  • 20250138955. SYSTEM AND METHOD FOR BACKING UP DATA FROM EDGE INFRASTRUCTURES (Dell Products L.P.) (20250501)
  • 20250141781. IDENTIFYING THE HEALTH STATE OF EDGE DEVICES (Dell Products L.P.) (20250501)

Lakshmi Saroja Nalam

• Number of Edge Computing patents: 3
• Top companies:
  • Dell Products L.P.: 3 patents
• Recent patents:
  • 20250023918. METHOD AND SYSTEM FOR SMART RECOMMENDATION AND DYNAMIC GROUPING OF DEVICES FOR A BETTER DEVICE MANAGEMENT (Dell Products L.P.) (20250116)
  • 20250141815. WORKLOAD MANAGEMENT BETWEEN EDGE COMPUTING SITES (Dell Products L.P.) (20250501)
  • 20250126134. SECURE EDGE COMPUTING NETWORK MANAGEMENT (Dell Products L.P.) (20250417)

Pradeep Nair of Greebrae CA (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Armada Systems Inc.: 3 patents
• Recent patents:
  • 20250077216. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)
  • 20250077982. FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS DEPLOYED FROM CLOUD TO EDGE (Armada Systems Inc.) (20250306)
  • 20250077992. CLOUD-BASED FLEET AND ASSET MANAGEMENT FOR EDGE COMPUTING OF MACHINE LEARNING AND ARTIFICIAL INTELLIGENCE WORKLOADS (Armada Systems Inc.) (20250306)

Shree Rathinasamy of Round Rock TX (US)

• Number of Edge Computing patents: 3
• Top companies:
  • Dell Products L.P.: 3 patents
• Recent patents:
  • 20250123915. DYNAMIC BEHAVIOR-BASED ADAPTIVE ACCESS CONTROL SYSTEM FOR EDGE DEVICES (Dell Products L.P.) (20250417)
  • 20250126134. SECURE EDGE COMPUTING NETWORK MANAGEMENT (Dell Products L.P.) (20250417)
  • 20250106112. EDGE COMPUTING DEPLOYMENT BASED ON ARTIFICIAL INTELLIGENCE-DRIVEN TOPOLOGY CONSTRUCTION FROM PLAIN TEXT INPUT (Dell Products L.P.) (20250327)

Pragyana K. Mishra of Seattle WA (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Armada Systems, Inc.: 1 patents
  • Armada Systems Inc.: 1 patents
• Recent patents:
  • 20250117413. EDGE COMPUTING UNITS FOR OPERATING CONVERSATIONAL TOOLS AT LOCAL SITES (Armada Systems, Inc.) (20250410)
  • 20250131827. FLEET AND ASSET MANAGEMENT AND INTERFACES THEREOF ASSOCIATED WITH EDGE COMPUTING DEPLOYMENTS (Armada Systems Inc.) (20250424)

SHALINI MUKHOPADHYAY

• Number of Edge Computing patents: 2
• Top companies:
  • Tata Consultancy Services Limited: 2 patents
• Recent patents:
  • 20250117669. INTEGRATED PLATFORM ENABLING RAPID AUTOMATED GENERATION OF OPTIMIZED DNNs FOR EDGE DEVICES (Tata Consultancy Services Limited) (20250410)
  • 20250169748. GENERATING TINY DQN MODELS WITH OPTIMAL SET OF SENSORS FOR WEARABLE DEVICE-BASED PAIN ASSESSMENT (Tata Consultancy Services Limited) (20250529)

SWARNAVA DEY

• Number of Edge Computing patents: 2
• Top companies:
  • Tata Consultancy Services Limited: 2 patents
• Recent patents:
  • 20250117669. INTEGRATED PLATFORM ENABLING RAPID AUTOMATED GENERATION OF OPTIMIZED DNNs FOR EDGE DEVICES (Tata Consultancy Services Limited) (20250410)
  • 20250169748. GENERATING TINY DQN MODELS WITH OPTIMAL SET OF SENSORS FOR WEARABLE DEVICE-BASED PAIN ASSESSMENT (Tata Consultancy Services Limited) (20250529)

Yuval Lifshitz

• Number of Edge Computing patents: 2
• Top companies:
  • Red Hat, Inc.: 2 patents
• Recent patents:
  • 20250117686. TECHNIQUES FOR ENERGY USAGE ESTIMATION IN COMPUTING SYSTEMS (Red Hat, Inc.) (20250410)
  • 20250028381. MONITORING ENERGY CONSUMPTION ASSOCIATED WITH TENANTS OF A DISTRIBUTED COMPUTING SYSTEM USING TRACING (Red Hat, Inc.) (20250123)

Nitin Kumar of San Jose CA (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Cisco Technology, Inc.: 2 patents
• Recent patents:
  • 20250119389. PIM PROXY OVER EVPN FABRIC (Cisco Technology, Inc.) (20250410)
  • 20250132972. BGP NEXT-HOP GROUPS FOR MULTI-HOMED SERVICES IN SCALED SERVICE PROVIDER NETWORKS (Cisco Technology, Inc.) (20250424)

Jinguo ZHU

• Number of Edge Computing patents: 2
• Top companies:
  • ZTE CORPORATION: 2 patents
• Recent patents:
  • 20250119863. METHOD FOR LOCATION SERVICE IN EDGE COMPUTING (ZTE CORPORATION) (20250410)
  • 20250048459. METHOD FOR EDGE COMPUTING (ZTE CORPORATION) (20250206)

ROMAN BOBER

• Number of Edge Computing patents: 2
• Top companies:
  • Dell Products L.P.: 2 patents
• Recent patents:
  • 20250036516. MANAGING OPERATIONAL FUNCTIONALITY OF FAR EDGE DEVICES USING LOG DATA (Dell Products L.P.) (20250130)
  • 20250132913. SECURING DATA SENT BETWEEN COMPUTING DEVICES (Dell Products L.P.) (20250424)

Ajeet Pal Singh Gill of Fremont CA (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Cisco Technology, Inc.: 2 patents
• Recent patents:
  • 20250038957. MANAGING ENCRYPTION KEYS OF SECURE TUNNELS IN MULTI-TENANT EDGE DEVICES (Cisco Technology, Inc.) (20250130)
  • 20250039089. Weighted ECPM Over Shared Transport Interfaces and Per Flow Hash Load Balancing Per Tenant in a Multi-Tenant Environment (Cisco Technology, Inc.) (20250130)

Srilatha Tangirala of San Jose CA (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Cisco Technology, Inc.: 2 patents
• Recent patents:
  • 20250038957. MANAGING ENCRYPTION KEYS OF SECURE TUNNELS IN MULTI-TENANT EDGE DEVICES (Cisco Technology, Inc.) (20250130)
  • 20250039089. Weighted ECPM Over Shared Transport Interfaces and Per Flow Hash Load Balancing Per Tenant in a Multi-Tenant Environment (Cisco Technology, Inc.) (20250130)

Stephen Craig Connors, JR. of Nashville TN (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Cisco Technology, Inc.: 2 patents
• Recent patents:
  • 20250039051. SEAMLESSLY VERIFYING UPGRADES USING MIRRORED DATAPLANES (Cisco Technology, Inc.) (20250130)
  • 20250039082. MULTI-DATA PLANE ARCHITECTURE FOR SEAMLESS UPGRADES (Cisco Technology, Inc.) (20250130)

Paolo Antinori

• Number of Edge Computing patents: 2
• Top companies:
  • Red Hat, Inc.: 2 patents
• Recent patents:
  • 20250039281. DIFFERENTIATING CONTROLLERS AND RECONCILERS FOR SOFTWARE OPERATORS IN A DISTRIBUTED COMPUTING ENVIRONMENT (Red Hat, Inc.) (20250130)
  • 20250021375. IDLING AND WAKING A SENDER NODE FOR EVENT MESSAGE DELIVERY IN A COMPUTING ENVIRONMENT (Red Hat, Inc.) (20250116)

Aswin NADAMUNI RAGHAVAN of Pennington NJ (US)

• Number of Edge Computing patents: 2
• Top companies:
  • SRI International: 2 patents
• Recent patents:
  • 20250069356. OBJECT DETECTION AND VISUAL GROUNDING AT THE EDGE (SRI International) (20250227)
  • 20250156762. ENERGY EFFICIENT MACHINE LEARNING ON THE EDGE WITH QUERY-BASED KNOWLEDGE ASSISTANCE (SRI International) (20250515)

Michael PIACENTINO of Southern Shores NC (US)

• Number of Edge Computing patents: 2
• Top companies:
  • SRI International: 2 patents
• Recent patents:
  • 20250069356. OBJECT DETECTION AND VISUAL GROUNDING AT THE EDGE (SRI International) (20250227)
  • 20250156762. ENERGY EFFICIENT MACHINE LEARNING ON THE EDGE WITH QUERY-BASED KNOWLEDGE ASSISTANCE (SRI International) (20250515)

Philip MILLER of Yardley PA (US)

• Number of Edge Computing patents: 2
• Top companies:
  • SRI International: 2 patents
• Recent patents:
  • 20250069356. OBJECT DETECTION AND VISUAL GROUNDING AT THE EDGE (SRI International) (20250227)
  • 20250156762. ENERGY EFFICIENT MACHINE LEARNING ON THE EDGE WITH QUERY-BASED KNOWLEDGE ASSISTANCE (SRI International) (20250515)

Saurabh FARKYA of Jersey City NJ (US)

• Number of Edge Computing patents: 2
• Top companies:
  • SRI International: 2 patents
• Recent patents:
  • 20250069356. OBJECT DETECTION AND VISUAL GROUNDING AT THE EDGE (SRI International) (20250227)
  • 20250156762. ENERGY EFFICIENT MACHINE LEARNING ON THE EDGE WITH QUERY-BASED KNOWLEDGE ASSISTANCE (SRI International) (20250515)

Jonathan A. Mills of Mayfield Heights OH (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Rockwell Automation Technologies, Inc.: 2 patents
• Recent patents:
  • 20250004452. LOCAL UPDATE FROM GLOBAL CATALOG OF DEVICE AND SYSTEM ATTRIBUTES (Rockwell Automation Technologies, Inc.) (20250102)
  • 20250076862. EDGE DEVICE SUPPORT OF COMPUTATION OF CONTEXTUALIZED HEALTH STATISTICS IN AN INDUSTRIAL AUTOMATION ENVIRONMENT (Rockwell Automation Technologies, Inc.) (20250306)

Nathaniel S. Sandler of Cleveland OH (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Rockwell Automation Technologies, Inc.: 2 patents
• Recent patents:
  • 20250004452. LOCAL UPDATE FROM GLOBAL CATALOG OF DEVICE AND SYSTEM ATTRIBUTES (Rockwell Automation Technologies, Inc.) (20250102)
  • 20250076862. EDGE DEVICE SUPPORT OF COMPUTATION OF CONTEXTUALIZED HEALTH STATISTICS IN AN INDUSTRIAL AUTOMATION ENVIRONMENT (Rockwell Automation Technologies, Inc.) (20250306)

Thomas Werner Kuehnel of Seattle WA (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Oracle International Corporation: 2 patents
• Recent patents:
  • 20250007879. TECHNIQUES FOR ROTATING NETWORK ADDRESSES IN PREFAB REGIONS (Oracle International Corporation) (20250102)
  • 20250133056. TECHNIQUES FOR ROTATING SERVICE ENDPOINTS IN PREFAB REGIONS (Oracle International Corporation) (20250424)

Zackery Vincent Paladino of Bainbridge Island WA (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Oracle International Corporation: 2 patents
• Recent patents:
  • 20250007879. TECHNIQUES FOR ROTATING NETWORK ADDRESSES IN PREFAB REGIONS (Oracle International Corporation) (20250102)
  • 20250133056. TECHNIQUES FOR ROTATING SERVICE ENDPOINTS IN PREFAB REGIONS (Oracle International Corporation) (20250424)

Laura Ann Duffey of Portland OR (US)

• Number of Edge Computing patents: 2
• Top companies:
  • Oracle International Corporation: 2 patents
• Recent patents:
  • 20250007879. TECHNIQUES FOR ROTATING NETWORK ADDRESSES IN PREFAB REGIONS (Oracle International Corporation) (20250102)
  • 20250133056. TECHNIQUES FOR ROTATING SERVICE ENDPOINTS IN PREFAB REGIONS (Oracle International Corporation) (20250424)

Top Collaborations in Edge Computing

Top US States for Edge Computing Inventors

Top Cities for Edge Computing Inventors

• San Jose: 27 inventors
• Bangalore: 27 inventors
• Kolkata: 19 inventors
• Seattle: 18 inventors
• Greebrae: 17 inventors
• Beijing: 17 inventors
• San Diego: 16 inventors
• Tokyo: 16 inventors
• New York: 15 inventors
• Shanghai: 15 inventors
• Seoul: 13 inventors
• Daejeon: 13 inventors
• Fremont: 12 inventors
• Torrance: 12 inventors
• Palo Alto: 11 inventors
• Charlotte: 11 inventors
• Mountain View: 10 inventors
• Suwon-si: 10 inventors
• Harbin: 10 inventors
• Gan-Yavne: 9 inventors