Prosecution Insights
Last updated: May 29, 2026

Examiner: AYERS, MICHAEL W

Tech Center 2100 • Art Units: 2195

This examiner grants 70% of resolved cases

Performance Statistics

70.2%
Allow Rate
+15.2% vs TC avg
325
Total Applications
+53.7%
Interview Lift
1182
Avg Prosecution Days
Based on 292 resolved cases, 2023–2026

Rejection Statute Breakdown

3.2%
§101 Eligibility
0.8%
§102 Novelty
91.4%
§103 Obviousness
3.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19365469 Method and System for Processing Artificial Intelligence User Requests Non-Final OA Vijay Madisetti
19272168 Threat Mitigation System and Method Non-Final OA ReliaQuest Holdings, LLC
18354897 METHOD FOR DETERMINING RESOURCE DISTRIBUTION CONSTRAINTS IN SPARSE DATA ENVIRONMENTS Non-Final OA Google LLC
18487673 TRANSMITTING DATA USING A SHARED NETWORK ADAPTER Non-Final OA International Business Machines Corporation
18054923 DYNAMIC AND CASCADING RESOURCE ALLOCATION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17384035 OFFLINE CONFIGURATION METHOD AND APPARATUS FOR INTELLIGENT DEVICE Final Rejection OPPLE LIGHTING CO., LTD.
18358211 METHODS AND APPARATUS FOR MULTILEVEL BALANCING OF COMPUTATIONAL TASKS Non-Final OA The Boeing Company
18217438 INFRASTRUCTURE-INDEPENDENT SCALING OF HYPERCONVERGED COMPUTING NODES Non-Final OA Nutanix, Inc.
17976596 HIGH PERFORMANCE NODE-TO-NODE PROCESS MIGRATION Final Rejection Nutanix, Inc.
17350636 AI INFERENCE HARDWARE RESOURCE SCHEDULING Non-Final OA Nutanix, Inc.
17657726 MANAGING TRANSCODING RESOURCES IN CONTENT DELIVERY SYSTEMS Non-Final OA Amazon Technologies, Inc.
18550159 IN-VEHICLE APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER PROGRAM Non-Final OA Sumitomo Electric Industries, Ltd.
18275344 RESOURCE CONTROL DEVICE, RESOURCE CONTROL SYSTEM, AND RESOURCE CONTROL METHOD Non-Final OA Nippon Telegraph and Telephone Corporation
18139987 AUTOMATE SUSPENSION AND REDEPLOYMENT OF CLOUD RESOURCES Final Rejection VMWARE LLC
18240085 CONTEXT SWITCH REDUCTION FOR VIRTUAL MACHINE EXITS Final Rejection Red Hat, Inc.
18362617 RACE FREE VIRTUAL MACHINE SNAPSHOTS Non-Final OA Red Hat, Inc.
17809486 RUNTIME PREDICTION FOR JOB MANAGEMENT Non-Final OA BMC Software, Inc.
18496022 SYSTEM AND METHOD FOR RADIO ACCESS NETWORK BASEBAND WORKLOAD TRAFFIC PATTERN AWARE SCHEDULING Non-Final OA Rakuten Symphony, Inc.
18250708 Persistent Multi-Instance GPU Partitions Non-Final OA Rakuten Symphony, Inc.
18608441 QUANTIFYING USAGE OF DISPARATE COMPUTING RESOURCES AS A SINGLE UNIT OF MEASURE Final Rejection InfraSight Software Corporation

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