USPTO Art Unit 2454 Prosecution Statistics

Art Unit Information

Art Unit: 2454
Group: 2450
Tech Center: 2400
Total Cases: 11,794
Last Active: November 2024

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18950172INFORMATION PROCESSING APPARATUSNovember 2024April 2025Allow510NoNo
18923507SYSTEMS AND METHODS FOR PROVIDING ON-DEMAND ACCESS TO RESOURCES ACROSS GLOBAL OR CLOUD COMPUTER NETWORKS USING ARTIFICIAL INTELLIGENCE MODELSOctober 2024January 2025Allow300YesNo
18920836SYSTEMS AND METHODS FOR MONITORING DATA NETWORKS FEATURING DATA TRAFFIC WITH USING PROBABILISTIC GRAPHICAL MODELSOctober 2024January 2025Allow300YesNo
18788577BROADBAND RADIO FREQUENCY IMAGING SURFACEJuly 2024January 2025Allow610NoNo
18785108METHOD AND SYSTEM FOR ANALYZING GLOBAL AVERAGE GRAYSCALE CHANGE OF TUNDISH INK TRACING EXPERIMENTJuly 2024January 2025Allow610NoNo
18769719VOLUMETRIC DISPLAY SYSTEMS, METHODS, AND DEVICESJuly 2024October 2024Allow300NoNo
18760940MESSAGE ROUTING OPTIMIZATION SYSTEMJuly 2024April 2025Allow900YesNo
18749315DERIVING PROXY STABILITY WITHOUT NETWORK INSPECTIONJune 2024February 2025Allow810NoNo
18747924DIRECT CONFLICT MITIGATION IN NEAR REAL-TIME RADIO ACCESS NETWORK INTELLIGENT CONTROLLERSJune 2024September 2024Allow200NoNo
18743352DETECTOR FOR IDENTIFYING AT LEAST ONE MATERIAL PROPERTYJune 2024February 2025Allow820YesNo
18742004FRAME FOR AT LEAST ONE SCANNING DEVICE AND SPATIAL DETECTION DEVICE WITH AT LEAST ONE SCANNING DEVICEJune 2024June 2025Allow1210YesNo
18743041METHOD AND APPARATUS FOR THE CONTACTLESS MEASUREMENT OF OBJECTSJune 2024May 2025Allow1110YesNo
18735669JOINT IMAGING SYSTEM BASED ON UNMANNED AERIAL VEHICLE PLATFORM AND IMAGE ENHANCEMENT FUSION METHODJune 2024January 2025Allow700NoNo
18679800METHODS AND SYSTEMS FOR CONTENT STREAM CODINGMay 2024June 2025Allow1310NoNo
18678606AMUSEMENT PARK INTERACTIVE GUIDANCE SYSTEMMay 2024May 2025Allow1110YesNo
18677998TACTILE STIMULATION VISIONMay 2024February 2025Allow810YesNo
18674166AUTOMATED CONNECTIVITY TO CLOUD RESOURCESMay 2024September 2024Allow410YesNo
18672665MONITORING THE SAFE DISTANCE BETWEEN VEHICLES WHILE DRIVINGMay 2024December 2024Allow610NoNo
18671423MODELLING ARCHITECTURE AS DATA WITH OPINIONATED ARCHITECTURE PATTERNS AND RECOMMENDATIONSMay 2024September 2024Allow410YesNo
18659847VIRTUAL PRIVATE CLOUD NETWORK SWITCHINGMay 2024May 2025Allow1210NoNo
18657634SELF-OPTIMIZING NETWORKSMay 2024June 2025Allow1310NoNo
18652023ASYNCHRONOUS METHOD FOR PROVISIONING A SERVICE USING FILE DISTRIBUTION TECHNOLOGYMay 2024June 2025Allow1310YesNo
18648889ON-PATH DYNAMIC POLICY ENFORCEMENT AND ENDPOINT-AWARE POLICY ENFORCEMENT FOR ENDPOINTSApril 2024April 2025Allow1110NoNo
18647362POWER OPTIMIZATION USING DYNAMIC BANDWIDTH MANAGEMENT BETWEEN CONNECTED NETWORK DEVICESApril 2024June 2025Allow1400NoNo
18647968PROCESSING DNS QUERIES TO IDENTIFY PRE-PROCESSING INFORMATIONApril 2024November 2024Allow700YesNo
18648304METHOD AND SYSTEM FOR DELIVERING CONTENT OVER TRANSIENT ACCESS NETWORKSApril 2024April 2025Allow1110NoNo
18647138APPARATUS FOR CONTROL OF IMAGE PROCESSING ALGORITHMS IN A GRAPHICAL INTERFACEApril 2024October 2024Allow600NoNo
18643230SYSTEM AND METHOD FOR DEBUGGING WI-FI SERVICE FLOW PROBLEMSApril 2024July 2025Allow1410YesNo
18641694Receiving Media Content Based on User Media PreferencesApril 2024December 2024Allow800YesNo
18703563SYSTEM AND METHOD FOR OPTIMIZING FAULT DETECTION IN INTERNET OF THINGS NETWORKApril 2024December 2024Allow710YesNo
18639179Entertainment Server And Associated Social Networking ServicesApril 2024June 2025Allow1410NoNo
18637898NETWORK NODE POLICY GENERATION AND IMPLEMENTATIONApril 2024May 2025Allow1320NoNo
18636976MULTISCOPIC DISPLAY USING STACKED LIQUID CRYSTAL LAYERSApril 2024June 2024Allow200NoNo
18635622SYSTEM AND METHOD OF A RELAY SERVER FOR MANAGING COMMUNICATIONS AND NOTIFICATION BETWEEN A MOBILE DEVICE AND APPLICATION SERVERApril 2024June 2025Allow1410NoNo
18628936SCALABLE CORE AND EDGE NETWORK ROUTERApril 2024February 2025Allow1110NoNo
18628692MEETING INCLUSION AND HYBRID WORKPLACE INSIGHTSApril 2024April 2025Allow1210NoNo
18624563System and Method for Improving Content Fetching by Selecting Tunnel DevicesApril 2024December 2024Allow900YesNo
18623625Systems and methods for compressing digital dataApril 2024December 2024Allow800NoNo
18622061SYSTEMS AND METHODS FOR DETECTING OFFENSIVE CONTENT IN A SINGLE RESPONSIVE MESSAGEMarch 2024December 2024Allow800YesNo
18621715SYSTEMS AND METHODS FOR MITIGATING DISTRIBUTION OF OFFENSIVE MESSAGE CONTENT BASED ON MENTAL STABILITY OF USERMarch 2024November 2024Allow800YesNo
18619105ANALYTICS GENERATION AND CONSUMPTION IN A MOBILE NETWORKMarch 2024May 2025Allow1410NoNo
18616688METHOD AND SYSTEM FOR PROVIDING A RIDER WITH A DYNAMIC ENVIRONMENTAL AWARENESSMarch 2024February 2025Allow1110YesNo
18612489SYSTEMS AND METHODS FOR REPLACING OFFENSIVE CONTENTMarch 2024July 2025Abandon1510YesNo
18612185SYSTEM AND METHODS FOR ANNOTATING OFFENSIVE CONTENTMarch 2024October 2024Allow600YesNo
18612763SYSTEMS AND METHODS FOR MANAGING CONTENT ITEMS HAVING MULTIPLE RESOLUTIONSMarch 2024March 2025Allow1210NoNo
18693809MODELLING AND OPTIMIZATION OF QUALITY OF EXPERIENCEMarch 2024June 2025Allow1500YesNo
18610512AUTOMATED CONNECTIVITY TO CLOUD RESOURCESMarch 2024November 2024Allow810NoNo
18611263SCRAMBLED PACKET PAYLOAD MAPPING FOR ROBUST TRANSMISSION OF DATAMarch 2024May 2025Allow1410NoNo
18607325Offloading Network Address Translation and Firewall Rules to Tier-1 Routers for Gateway OptimizationMarch 2024May 2025Allow1400YesNo
18606821PROVIDING STATUS OF USER DEVICES DURING A BIOLOGICAL THREAT EVENTMarch 2024February 2025Allow1110NoNo
18606864SYSTEMS AND METHODS FOR GENERATING AND PRESENTING GRAPHICAL USER INTERFACESMarch 2024January 2025Allow1010NoNo
18603229ELECTRONIC DEVICE, METHOD, AND COMPUTER PROGRAM PRODUCT FOR OBTAINING IPV6 ADDRESSESMarch 2024June 2025Allow1510YesNo
18598021System and Method for Improving Internet Communication by Using Intermediate NodesMarch 2024May 2025Allow1410NoNo
18595375UNIVERSAL CONFIGURATION, CONTROL AND MONITORING OF DISPARATE DEVICES VIA AN SAAS INTERFACE AND MOBILE APPLICATIONMarch 2024December 2024Allow910NoNo
18591880DYNAMIC PARALLEL MONOCULAR PROJECTIONFebruary 2024April 2024Allow200NoNo
18585812SYSTEMS AND METHODS FOR STATELESS MANAGEMENT OF A VIRTUALIZATION PLATFORMFebruary 2024May 2025Allow1410NoNo
18581009TARGETED NOTIFICATION OF CONTENT AVAILABILITY TO A MOBILE DEVICEFebruary 2024August 2024Allow620YesNo
18436894RESTRICTING MESSAGE NOTIFICATIONS AND CONVERSATIONS BASED ON DEVICE TYPE, MESSAGE CATEGORY, AND TIME PERIODFebruary 2024June 2025Allow1610NoNo
18434938DYNAMIC FREQUENCY SCALING OF MULTI-CORE PROCESSOR IN WIRELESS COMMUNICATION NETWORKSFebruary 2024April 2025Allow1400YesNo
18434031Network Layer Performance and Security Provided By a Distributed Cloud Computing NetworkFebruary 2024January 2025Allow1110NoNo
18430303ASSESSING NETWORK DEPENDENCIES AND LATENCIES IN MAINFRAME APPLICATION NETWORK TRAFFICFebruary 2024July 2024Allow610NoNo
18425199SERVER AND METHOD FOR PROVIDING CONNECTED SERVICEJanuary 2024February 2025Allow1210NoNo
18425144DETECTOR FOR IDENTIFYING AT LEAST ONE MATERIAL PROPERTYJanuary 2024March 2025Allow1310YesNo
18425282RECOVERY OF DATA PROCESSING SYSTEMS USING OUT-OF-BAND METHODSJanuary 2024April 2025Allow1400YesNo
18425234METHOD OF CONTROLLING PLURALITY OF ELECTRONIC DEVICES BASED ON CONTEXT OF USER, AND COMPUTING DEVICE FOR PERFORMING THE SAMEJanuary 2024June 2025Allow1610YesNo
18424779METHOD TO PERFORM INTRINSIC HYPER-SPECTRAL IMAGINGJanuary 2024June 2024Allow500NoNo
18423056INFORMATION TRANSMISSION METHOD AND APPARATUS, INFORMATION PROCESSING METHOD AND APPARATUS, TERMINAL, NETWORK ELEMENT AND STORAGE MEDIUMJanuary 2024January 2025Allow1210NoNo
18422159CIELAB COLOR SPACE-BASED QUANTITATIVE TESTING AND ANALYSIS METHOD FOR RICE SEED VIABILITYJanuary 2024April 2024Allow300NoNo
18418640SYSTEMS AND METHODS FOR ADAPTING CONTENT ITEMS TO ENDPOINT MEDIA DEVICESJanuary 2024February 2025Allow1210NoNo
18418851OFFLINE DATA TRANSFER BETWEEN DEVICES USING GESTURESJanuary 2024January 2025Allow1210NoNo
18417337METHOD AND APPARATUS FOR PROVIDING GROUP CALL SERVICEJanuary 2024June 2025Allow1710NoNo
18417469CONSISTENCY MONITORING OF DATA IN A DATA PIPELINEJanuary 2024February 2025Allow1310NoNo
18416563SYSTEM AND METHOD FOR COMMUNICATING BETWEEN A RADIO AND A VIRTUAL BASEBAND UNIT WHICH ARE INCOMPATIBLEJanuary 2024January 2025Allow1210NoNo
18413948REPLY INTERFACE WITH SELECTABLE STICKERS FOR MESSAGING SYSTEMJanuary 2024February 2025Allow1310YesNo
18412187CLOUD-BASED APPLICATION PERFORMANCE MANAGEMENT AND AUTOMATIONJanuary 2024November 2024Allow1000YesNo
18409701MAPPING OF IPSEC TUNNELS TO SD-WAN SEGMENTATIONJanuary 2024May 2025Allow1610YesNo
18406884Dynamic Resource Allocation Of Cloud Instances And Enterprise Application Migration To Cloud ArchitectureJanuary 2024September 2024Allow910NoNo
18405332PARTICIPANT INTERACTIONS DURING A VIRTUAL EXPOJanuary 2024February 2025Allow1310NoNo
18574311ESTIMATION OF ROUTER THAT IS CAUSE OF SILENT FAILURESDecember 2023March 2025Allow1500YesNo
18396387ROSTER MANAGEMENT ACROSS ORGANIZATIONSDecember 2023May 2025Allow1710NoNo
18396214SYSTEMS AND METHODS FOR TRANSLATING IPV6 PACKETS FOR DIA IN AN SD-WAN ENVIRONMENTDecember 2023February 2025Allow1310NoNo
18393853AUTOMATED ANONYMIZATION OF NON-STRUCTURED AND SEMI-STRUCTURED DOCUMENTSDecember 2023June 2025Allow1800NoNo
18392520SYSTEM AND METHODS FOR SLIDE IMAGINGDecember 2023April 2024Allow410YesNo
18391900BROADBAND RADIO FREQUENCY IMAGING SURFACEDecember 2023April 2024Allow410NoNo
18391972System and Method for Improving Content Fetching by Selecting Tunnel DevicesDecember 2023December 2024Allow1200YesNo
18392043System and Method for Improving Content Fetching by Selecting Tunnel DevicesDecember 2023August 2024Allow800YesNo
18392356SYSTEM FOR DELIVERING NOTIFICATION MESSAGES ACROSS DIFFERENT NOTIFICATION MEDIADecember 2023January 2025Allow1310NoNo
18391356CINEMATOGRAPHIC METHOD AND METHODS FOR PRESENTATION AND DISTRIBUTION OF CINEMATOGRAPHIC WORKSDecember 2023April 2025Abandon1620NoNo
18545846REDUCED MESH LANE ROUTINGDecember 2023June 2025Allow1810NoNo
18543308Network Address Port Translation Using Stateless MAC RewriteDecember 2023April 2025Allow1500NoNo
18542317DATA STRUCTURES FOR INTELLIGENTLY RESOLVING DETERMINISTIC AND PROBABILISTIC DEVICE IDENTIFIERS TO DEVICE PROFILES AND/OR GROUPSDecember 2023January 2025Allow1310YesNo
18538332TOKEN-BASED BILLING MODEL FOR SERVER-SIDE RENDERING SERVICEDecember 2023January 2025Allow1310NoNo
18536082METHOD AND SYSTEM FOR MANAGING NETWORK-TO-NETWORK INTERCONNECTIONDecember 2023September 2024Allow910NoNo
18533047LOCALLY PREDICTING STATE USING A COMPONENTIZED ENTITY SIMULATIONDecember 2023April 2025Allow1720NoNo
18567312CORRECT ANSWER DATA GENERATION APPARATUS, CORRECT ANSWER DATA GENERATION METHOD AND CORRECT ANSWER DATA GENERATION PROGRAMDecember 2023June 2025Allow1810YesNo
18527813DATA PACKET TRANSMISSION METHOD AND APPARATUS, DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCTDecember 2023February 2025Allow1500YesNo
18528227DATA SHARING APPARATUS AND METHOD OF MOBILE TERMINALDecember 2023April 2025Allow1720YesNo
18566508DIMENSIONING OF TELECOMMUNICATION INFRASTRUCTUREDecember 2023May 2025Allow1810YesNo
18525078PRIVACY CONTROL FOR MEETING RECORDINGSNovember 2023February 2025Allow1510YesNo
18519887Packet Processing Method and Related DeviceNovember 2023June 2025Allow1810NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2454.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
306
Examiner Affirmed
216
(70.6%)
Examiner Reversed
90
(29.4%)
Reversal Percentile
35.2%
Lower than average

What This Means

With a 29.4% 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
890
Allowed After Appeal Filing
298
(33.5%)
Not Allowed After Appeal Filing
592
(66.5%)
Filing Benefit Percentile
53.0%
Higher 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, 33.5% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.

Strategic Recommendations

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

✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Art Unit 2454 - Prosecution Statistics Summary

Executive Summary

Art Unit 2454 is part of Group 2450 in Technology Center 2400. This art unit has examined 11,794 patent applications in our dataset, with an overall allowance rate of 82.0%. Applications typically reach final disposition in approximately 30 months.

Comparative Analysis

Art Unit 2454's allowance rate of 82.0% places it in the 68% percentile among all USPTO art units. This art unit has an above-average allowance rate compared to other art units.

Prosecution Patterns

Applications in Art Unit 2454 receive an average of 1.99 office actions before reaching final disposition (in the 65% percentile). The median prosecution time is 30 months (in the 44% percentile).

Strategic Considerations

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

  • The art unit's allowance rate suggests a more favorable examination environment compared to the USPTO average.
  • With more office actions than average, plan for relatively streamlined 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.