USPTO Art Unit 2445 Prosecution Statistics

Art Unit Information

Art Unit: 2445
Group: 2440
Tech Center: 2400
Total Cases: 7,199
Last Active: March 2025

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19116198INFORMATION PROCESSING METHOD, CONTROLLER CLUSTER, ELECTRONIC DEVICE, AND MEDIUMMarch 2025June 2025Allow200NoNo
18948109METHOD AND APPARATUS FOR PROCESSING SERVICE ALARM BASED ON CDN, DEVICE, AND MEDIUMNovember 2024May 2025Allow610YesNo
18934310SYSTEMS AND METHODS TO IMPLEMENT AN EXCHANGE MESSAGING POLICYNovember 2024March 2025Allow410NoNo
18897858SYSTEM AND METHOD FOR CONTENT RETRIEVAL FROM REMOTE NETWORK REGIONSSeptember 2024March 2025Allow510YesNo
18772081APPLICATION TRAFFIC FLOW PREDICTION BASED ON MULTI-STAGE NETWORK TRAFFIC FLOW SCANNINGJuly 2024May 2025Allow1010NoNo
18766015State Management and Storage With Policy Enforcement in a Distributed Cloud Computing NetworkJuly 2024April 2025Allow1010NoNo
18763670SERVICE DEPENDENCIES BASED ON RELATIONSHIP NETWORK GRAPHJuly 2024May 2025Allow1110YesNo
18758951MECHANISMS FOR AN INTELLIGENT SERVICE LAYER REQUEST ABSTRACTION SERVICEJune 2024May 2025Allow1010NoNo
18746408SECURE FILE SHARING AND DELETIONJune 2024April 2025Allow1010YesNo
18742301AUTOMATED SERVICE ENROLLMENT IN A MACHINE-TO-MACHINE COMMUNICATIONS NETWORKJune 2024May 2025Allow1110NoNo
18739920SECURE FORUM FACILITATOR IN CONTROLLED ENVIRONMENTJune 2024December 2024Allow700NoNo
18739450Localization For Domain Name ResolutionJune 2024March 2025Allow900NoNo
18732201Distributed Oracle Agreement System and MethodJune 2024March 2025Allow910NoNo
18731061DOMAIN NAME RESOLUTION METHOD, DEVICE, AND MEDIUM BASED ON CONTENT DELIVERY NETWORKMay 2024February 2025Allow900NoNo
18680155BACKUP PATH DETERMINATION FOR OPTICAL NETWORKSMay 2024February 2025Allow810NoNo
18674314NODE STATE DETERMINATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUMMay 2024December 2024Allow600NoNo
18669303MEDIA TRANSFER FOR REMOTE DEVICE INFRASTRUCTUREMay 2024November 2024Allow610NoNo
18661422MACHINE LEARNING TECHNIQUES FOR ASSOCIATING ASSETS RELATED TO EVENTS WITH ADDRESSABLE COMPUTER NETWORK ASSETSMay 2024September 2024Allow400YesNo
18659988USER REGISTRATION AND PREFERENCE CONFIGURATION FOR A DATA SHARING PLATFORMMay 2024April 2025Allow1110NoNo
18658717MONITORING AND POLICY CONTROL OF DISTRIBUTED DATA AND CONTROL PLANES FOR VIRTUAL NODESMay 2024February 2025Allow900YesNo
18657670METHOD AND SYSTEM FOR ORGANIZING AND INTERACTING WITH MESSAGES ON DEVICESMay 2024March 2025Allow1010NoNo
18642403CHAT MANAGEMENT SYSTEMApril 2024April 2025Allow1110NoNo
18640970SELF-LEARNING SERVICE SCHEDULER FOR SMART NICSApril 2024March 2025Allow1110YesNo
18624021IMMERSIVE MESSAGE MANAGEMENTApril 2024April 2025Allow1210YesNo
18621346RE-DIRECTED FOLDER ACCESS ON REMOTE VOLUMES AND DRIVESMarch 2024February 2025Allow1110NoNo
18620641PROTECTING AGAINST AN ESTIMATED LEVEL OF ONLINE TRACKINGMarch 2024March 2025Allow1200YesNo
18619764NETWORK TRAFFIC MONITORING AND OPTIMIZATION ENGINEMarch 2024March 2025Allow1110NoNo
18620042BLOCKCHAIN-BASED IOTMarch 2024May 2025Allow1400NoNo
18616103PERFORMING OPERATIONS BASED UPON ACTIVITY PATTERNSMarch 2024February 2025Allow1010NoNo
18612509UTILIZING A LARGE LANGUAGE MODEL TO GENERATE AN AUTOMATED COMMUNICATION FLOWMarch 2024August 2024Allow500NoNo
18607112SYSTEMS AND METHODS FOR PROVIDING MANAGED SERVICESMarch 2024March 2025Allow1210YesNo
18606340METHOD OF MANAGING MEDIA COMMUNICATION IN MISSION CRITICAL (MC) SYSTEM, MC SERVER, AND RECEIVER THEREOFMarch 2024December 2024Allow900NoNo
18605068GEOLOCATION-BASED NOTIFICATIONS USING RELATIONSHIPS IN SEPARATE SYSTEMSMarch 2024April 2025Allow1300YesNo
18605520RDMA NIC Utilizing Packet Level Request and Response InterleavingMarch 2024May 2025Allow1400NoNo
18599479SELECTION OF CDN AND ACCESS NETWORK ON THE USER DEVICE FROM AMONG MULTIPLE ACCESS NETWORKS AND CDNSMarch 2024December 2024Allow900NoNo
18690438Handling an Updated Network Function ProfileMarch 2024June 2025Allow1500NoNo
18689625APPARATUS AND METHOD FOR MANAGING TERMINAL IN NETWORKMarch 2024May 2025Allow1500NoNo
18593341SYSTEMS AND METHODS FOR A CONTENT-ADDRESSABLE PEER-TO-PEER STORAGE NETWORKMarch 2024January 2025Allow1100YesNo
18591324PROGRAMMABLE CONTENT DELIVERY NETWORKFebruary 2024September 2024Allow700YesNo
18686860TIMER PROCESSING METHOD, APPARATUS AND STORAGE MEDIUMFebruary 2024June 2025Allow1500NoNo
18443928REMOTE DIRECT MEMORY ACCESS (RDMA) MULTIPATHFebruary 2024January 2025Allow1110YesNo
18440555PEER COMPARISON-BASED OUTLIER DETECTION FOR NETWORK PERFORMANCE MONITORINGFebruary 2024March 2025Allow1320NoNo
18436235NONEXISTANT DOMAIN FORWARDING IN AUTHORITATIVE ZONESFebruary 2024November 2024Allow900YesNo
18436526FACILITATING AND PROVISIONING CUSTOMER BROADBAND TRANSPORT SERVICEFebruary 2024August 2024Allow710NoNo
18436877APPARATUS AND METHOD FOR CHEERING COMMUNICATIONFebruary 2024May 2024Allow300NoNo
18435473SYSTEMS AND METHODS TO IMPLEMENT AN EXCHANGE MESSAGING POLICYFebruary 2024July 2024Allow610NoNo
18434037System and Method for Bidirectional Replication of Scope Changes for Work Items Between ApplicationsFebruary 2024April 2025Allow1400NoNo
18432150VIRTUALIZED CELL SITE ROUTERS WITH LAYER 2 FORWARDINGFebruary 2024March 2025Allow1310NoNo
18431512DIGITAL AUTOMATION OF VIRTUAL EVENTSFebruary 2024March 2025Allow1400NoNo
18420165SYSTEMS AND METHODS FOR MEDIA DELIVERY IN COOPERATIVE DEVICE-TO-DEVICE COMMUNICATIONSJanuary 2024February 2025Allow1310NoNo
18420093MANAGING REMOTE TERMINAL COMMUNICATIONSJanuary 2024September 2024Allow800NoNo
18417785SYNCHRONOUS SOUNDS FOR AUDIO ASSISTANT ON DEVICESJanuary 2024March 2025Allow1310NoNo
18414803ROUTING TRANSPORT FLOWS IN A TRANSPORT LAYER OVER MULTIPLE PATHS IN A NETWORK LAYERJanuary 2024March 2025Allow1310NoNo
18413895PRIVATE SERVICE ENDPOINTS IN ISOLATED VIRTUAL NETWORKSJanuary 2024December 2024Allow1100NoNo
18414032SYSTEMS AND METHODS FOR MEDIA DELIVERY IN COOPERATIVE DEVICE-TO-DEVICE COMMUNICATIONSJanuary 2024March 2025Allow1410NoNo
18413362METHOD, APPARATUS AND SYSTEM FOR TIME STAMPING AND SEQUENCING DATA ITEMSJanuary 2024December 2024Allow1100YesNo
18412495METHOD, DEVICE, APPARATUS, AND STORAGE MEDIUM FOR NETWORKINGJanuary 2024July 2024Allow610YesNo
18410496TECHNIQUES FOR MANAGING A MEDIA ACCESS CONTROL ADDRESS OF A CLIENT DEVICE FOR COMMUNICATION WITH AN ACCESS POINTJanuary 2024December 2024Allow1110NoNo
18409655INTEROPERABILITY BETWEEN RCS NETWORKS AND PROPRIETARY MESSAGING PLATFORMSJanuary 2024December 2024Allow1200NoNo
18407380LEARNING-BASED AUTOMATED CALL FLOW TESTINGJanuary 2024March 2025Allow1410NoNo
18404787Dynamic Trigger of Web BeaconsJanuary 2024June 2025Allow1810YesNo
18402963DISTRIBUTED DIAGNOSTICS FOR NETWORK WIDE ROUTE POLICY ANALYZER AND OTHER USE CASESJanuary 2024September 2024Allow900NoNo
18400540SYSTEMS AND METHODS FOR DISTRIBUTED MEDIA STREAMINGDecember 2023September 2024Allow800NoNo
18400908SYSTEMS AND METHODS FOR REMOTE COLLABORATIONDecember 2023March 2025Abandon1410NoNo
18397379CONTAINER QUANTITY ADJUSTMENT FOR APPLICATIONDecember 2023May 2025Allow1710YesNo
18390894SYSTEM AND METHOD FOR A GLOBAL VIRTUAL NETWORKDecember 2023February 2025Allow1410NoNo
18390302ASYNCHRONOUS REAL-TIME MEDIA TRANSFER OVER WIRELESS NETWORKSDecember 2023February 2025Allow1410NoNo
18541819MANAGING DYNAMIC MESSAGING USING A KAFKA-BASED MONITORING APPLICATIONDecember 2023May 2025Allow1710NoNo
18541282SYSTEMS AND METHODS FOR SECURELY USING CLOUD SERVICES ON ON-PREMISES DATADecember 2023October 2024Allow1010NoNo
18541517METHOD AND SYSTEM FOR ORGANIZING AND INTERACTING WITH MESSAGES ON DEVICESDecember 2023November 2024Allow1110NoNo
18534827METHODS AND APPARATUS TO PERFORM NETWORK-BASED MONITORING OF MEDIA ACCESSESDecember 2023October 2024Allow1100NoNo
18534079SYSTEM AND METHODS FOR DATA EXCHANGE COORDINATIONDecember 2023May 2024Allow600NoNo
18533665LATENCY-REDUCED SERVICE-LEVEL CONTENT DELIVERY NETWORKDecember 2023October 2024Allow1000NoNo
18526206Method And System For Application Performance Neutral, Network Bandwidth Optimized Capturing Of Resources Used during The Interaction Of User With A web-Based Application To Create Monitoring Data For An Accurate Visual reconstruction Of The User ExperienceDecember 2023September 2024Allow900YesNo
18522560CONSENSUS-BASED OBJECT-ORIENTED PLATFORMNovember 2023June 2025Allow1910NoNo
18520510TECHNIQUES FOR ROTATING RESOURCE IDENTIFIERS IN PREFAB REGIONSNovember 2023April 2025Allow1700YesNo
18518754SYSTEMS AND METHODS FOR SELF-CORRECTING NETWORK EQUIPMENTNovember 2023September 2024Allow1000YesNo
18518701PREDICTIVE RESOURCE ALLOCATION IN AN EDGE COMPUTING NETWORK UTILIZING MACHINE LEARNINGNovember 2023December 2024Allow1310NoNo
18513218INTELLIGENT INTERNET TRAFFIC ROUTINGNovember 2023November 2024Allow1200NoNo
18512776METHOD AND SYSTEM FOR ORGANIZING AND INTERACTING WITH MESSAGES ON DEVICESNovember 2023November 2024Allow1210NoNo
18389415SYSTEMS AND METHODS FOR PRESENTING EVENT NOTIFICATIONS, BASED ON TRENDING COMMUNICATIONS, ON DEVICES NOTWITHSTANDING A USER INSTRUCTION TO DISABLE EVENT NOTIFICATIONSNovember 2023December 2024Allow1310NoNo
18560593MULTIMEDIA CONTENT ACCESS WITHIN REMOVE DESKTOP SESSIONNovember 2023March 2025Allow1600NoNo
18507349CENTRAL SCHEDULING FOR ENTERPRISE WIRELESS RANDOMIZING CHANGING/ROTATING MAC ADDRESSNovember 2023December 2024Allow1310YesNo
18505901REMOTE FOLDERS FOR REAL TIME REMOTE COLLABORATIONNovember 2023March 2025Abandon1610NoNo
18506096Flexible Communication-Device Management Via Multiple User InterfacesNovember 2023August 2024Allow900YesNo
18503983EXTENDED REALITY DEVICE IDENTIFICATION BY INTERNET GATEWAYNovember 2023December 2024Allow1310NoNo
18501522SYSTEMS AND METHODS FOR A FRAMEWORK FOR ALGORITHMICALLY IDENTIFYING CRITICAL SOFTWARE SYSTEMS AND APPLICATIONS WITHIN AN ORGANIZATIONNovember 2023November 2024Allow1300NoNo
18501152NETWORK RECORDS FOR DETECTING IMPAIRMENTS WITHIN A SERVICE PROVIDER NETWORKNovember 2023July 2024Allow800NoNo
18500372AUTO-DOCUMENTATION FOR APPLICATION PROGRAM INTERFACES BASED ON NETWORK REQUESTS AND RESPONSESNovember 2023March 2025Allow1610YesNo
18385652METHOD FOR PROVIDING A SERVICEOctober 2023July 2024Allow800NoNo
18385510SYSTEMS AND METHODS FOR IMPLEMENTING EMAIL DELIVERYOctober 2023August 2024Allow1010NoNo
18493062SYSTEMS AND METHODS TO INTERJECT STORED DOWNLINK MESSAGES OVER NON-STORED ACARS OVER INTERNET PROTOCOL DOWNLINK MESSAGESOctober 2023August 2024Allow900NoNo
18493709METHOD AND APPARATUS FOR TRUST DOMAIN CREATION AND DESTRUCTIONOctober 2023June 2025Allow1900NoNo
18491914INFORMATION PROCESSING METHODOctober 2023June 2025Allow1910NoNo
18490950MULTI-TENANT CLOUD MIGRATION ORCHESTRATIONOctober 2023September 2024Allow1100YesNo
18382036Meta-Agent Based Adaptation in Multi-agent Systems for SOA System EvaluationOctober 2023November 2024Allow1310YesNo
18489486EFFICIENTLY FORWARDING BIDIRECTIONAL MULTICAST TRAFFIC AT A VIRTUAL GATEWAY DEVICEOctober 2023March 2025Allow1700NoNo
18489107Portable Access Point for Secure User Information Using a Blockchain Backed CredentialOctober 2023May 2025Allow1900NoNo
18380968METHOD AND SYSTEM FOR SELECTING OPTIMAL SYNCHRONIZATION BROKER FOR EACH WORKLOADOctober 2023September 2024Allow1100NoNo
18486693VEHICLE-MOUNTED HETEROGENEOUS NETWORK COLLABORATIVE TASK UNLOADING METHOD AND SYSTEM BASED ON SMART LAMP POSTSOctober 2023January 2024Allow300NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2445.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
311
Examiner Affirmed
225
(72.3%)
Examiner Reversed
86
(27.7%)
Reversal Percentile
25.4%
Lower than average

What This Means

With a 27.7% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
871
Allowed After Appeal Filing
238
(27.3%)
Not Allowed After Appeal Filing
633
(72.7%)
Filing Benefit Percentile
21.8%
Lower than average

Understanding Appeal Filing Strategy

Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.

In this dataset, 27.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Art Unit 2445 - Prosecution Statistics Summary

Executive Summary

Art Unit 2445 is part of Group 2440 in Technology Center 2400. This art unit has examined 7,199 patent applications in our dataset, with an overall allowance rate of 75.1%. Applications typically reach final disposition in approximately 33 months.

Comparative Analysis

Art Unit 2445's allowance rate of 75.1% places it in the 41% percentile among all USPTO art units. This art unit has a below-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2445 receive an average of 2.45 office actions before reaching final disposition (in the 90% percentile). The median prosecution time is 33 months (in the 29% percentile).

Strategic Considerations

When prosecuting applications in this art unit, consider the following:

  • The art unit's allowance rate suggests a more challenging examination environment compared to the USPTO average.
  • With more office actions than average, plan for multiple rounds of prosecution.
  • The median prosecution time is longer than average and should be factored into your continuation and client communication strategies.
  • Review individual examiner statistics within this art unit to identify examiners with particularly favorable or challenging prosecution patterns.

Important Disclaimer

Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.

No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.

Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.

Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.