USPTO Art Unit 2198 Prosecution Statistics

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18600244CRYPTOGRAPHICALLY-SECURED SYSTEMS CONFIGURED TO EXECUTE EVENTS-BASED COMMUNICATION PROTOCOLS AND ARCHITECTURES, AND METHODS OF USE THEREOFMarch 2024May 2024Allow300NoNo
18401718METHOD FOR EVALUATING AN ARTIFICIAL NEURAL NETWORK MODEL PERFORMANCE AND SYSTEM USING THE SAMEJanuary 2024May 2024Allow520YesNo
18389676METHOD AND SYSTEM FOR ALLOCATING ON-CHIP MEMORY OF NEURAL PROCESSING UNITDecember 2023April 2024Allow400YesNo
18482731SYSTEMS AND METHODS OF LARGE LANGUAGE MODEL DRIVEN ORCHESTRATION OF TASK-SPECIFIC MACHINE LEARNING SOFTWARE AGENTSOctober 2023April 2024Allow610NoNo
18236369Methods and Interfaces for Rendering Content on Display Screens of a Vehicle and Cloud ProcessingAugust 2023November 2024Abandon1410NoNo
18366200TESTING OF A RESOURCE MANAGER OF AN APPLICATION MANAGEMENT SYSTEMAugust 2023March 2024Allow700YesNo
18363031INLINE CATEGORIZING OF EVENTSAugust 2023March 2024Allow700NoNo
18228211SYSTEMS AND METHODS FOR GENERATING SERVICE ACCESS POINTS FOR RTE SERVICES IN CODE OR OTHER RTE SERVICE INFORMATION FOR USE WITH THE CODEJuly 2023April 2024Allow810YesNo
18223717ANOMALY DETECTION USING RPCA AND ICAJuly 2023December 2023Allow410YesNo
18348327BEARING FAULT DIAGNOSIS METHOD BASED ON FUZZY BROAD LEARNING MODELJuly 2023January 2024Allow600NoNo
18346949IDENTIFYING SOFTWARE DEPENDENCIES USING CONTROLLER CODE MODELSJuly 2023March 2024Allow920YesNo
18210850MULTITENANCY HIERARCHICAL UPDATE CAMPAIGNSJune 2023May 2024Allow1110YesNo
18208482Apparatus and Method for Implementing a Communication from a Premises Display Apparatus to a Personal Display ApparatusJune 2023August 2024Abandon1510NoNo
18331609WORKFLOWS FOR AUTOMATED OPERATIONS MANAGEMENTJune 2023May 2024Allow1110NoNo
18325029Low-Power and Compact Neuron Circuit Implementing ReLU Activation FunctionMay 2023October 2023Allow510NoNo
18201913PROACTIVE LEARNING OF NETWORK SOFTWARE PROBLEMSMay 2023December 2023Allow700NoNo
18319354DETECTING AND RECOVERING FROM FATAL STORAGE ERRORSMay 2023December 2023Allow700YesNo
18196466ARCHITECTURES, SYSTEMS AND METHODS FOR PROGRAM DEFINED TRANSACTION SYSTEM AND DECENTRALIZED CRYPTOCURRENCY SYSTEMSMay 2023August 2023Allow300NoNo
18313753TRIMMING BLACKHOLE CLUSTERSMay 2023February 2024Allow1010NoNo
18312081SYSTEMS AND METHODS FOR DETECTING CRYPTOCURRENCY WALLET ARTIFACTS IN A FILE SYSTEMMay 2023July 2023Allow200NoNo
18139269SHARING EVENTS AND OTHER METRICS IN NATIVE APPLICATIONSApril 2023August 2023Allow400NoNo
18138120FAST COMPILING SOURCE CODE WITHOUT DEPENDENCIESApril 2023May 2024Allow1320YesNo
18303018METHOD AND APPARATUS FOR PARSING STRUCTURED PARAMETERS OF GEOCOMPUTATION LANGUAGE, DEVICE AND MEDIUMApril 2023July 2023Allow300YesNo
18135270Real Time Optimization Apparatus Using Smart Contracts for Dynamic Code Validation and ApprovalApril 2023March 2024Allow1100NoNo
18130096CLOUD PORTABILITY CODE SCANNING TOOLApril 2023February 2024Allow1010NoNo
18129711DATA DIAGNOSIS METHOD, A COMPUTER PROGRAM STORING THE DATA DIAGNOSIS METHOD, AND COMPUTING DEVICE FOR PERFORMING DATA DIAGNOSIS METHODMarch 2023October 2023Allow610NoNo
18247176Method and Apparatus for Compatibility Detection, Device and Non-transitory computer-readable storage mediumMarch 2023June 2024Allow1520NoNo
18191992FLEXIBLE AND SCALABLE ARTIFICIAL INTELLIGENCE AND ANALYTICS PLATFORM WITH FLEXIBLE CONTENT STORAGE AND RETRIEVALMarch 2023February 2024Allow1010NoNo
18179206SYSTEMS AND METHODS FOR CROSS-APPLICATION SETTINGS CONFIGURATIONMarch 2023August 2024Abandon1820YesNo
18178417SEGMENTING MACHINE DATA INTO EVENTSMarch 2023June 2024Allow1620YesNo
18172757CONTROLLING DISTRIBUTION OF TRAINING DATA TO MEMBERS OF AN ENSEMBLEFebruary 2023April 2023Allow200NoNo
18171134ADJUSTMENT OF OPERATING PARAMETERS OF ARRANGED SOFTWARE ASSETSFebruary 2023November 2023Allow920YesNo
18167732COMPOSITIONAL ENTITY MODELING SYSTEMS AND METHODSFebruary 2023December 2023Allow1120YesNo
18104090APPARATUS AND METHOD FOR DETECTING AND CORRECTING FAILURES IN KIOSKS AND INFORMATIONAL DISPLAYSJanuary 2023March 2024Allow1420NoNo
18095989AUTOMATIC GENERATION OF ELECTRONIC ADVERTISING MESSAGES CONTAINING ONE OR MORE AUTOMATICALLY SELECTED STOCK PHOTOGRAPHY IMAGESJanuary 2023June 2024Allow1820YesNo
18092612SYSTEMS AND METHODS FOR PROVIDING UNIFORM ACCESS IN A MULTI-TENANT SYSTEMJanuary 2023September 2023Allow910NoNo
18091951GENERATING RECOMMENDATIONS BASED ON PERFORMANCE METRICS FOR SCHEDULING JOBS ON DISTRIBUTED COMPUTING DEVICESDecember 2022April 2024Allow1510NoNo
18089320EMBEDDED APPLICATIONSDecember 2022December 2023Allow1210YesNo
18086359SETTING TYPED PARAMETERDecember 2022April 2024Allow1620NoNo
18085390AUTOMATIC FEEDBACK SYSTEM USING VISUAL INTERACTIONSDecember 2022August 2023Allow810NoNo
18083084Development System and Method for a Conversational ApplicationDecember 2022August 2023Allow810YesNo
17993490HARDWARE ACCELERATED DYNAMIC WORK CREATION ON A GRAPHICS PROCESSING UNITNovember 2022February 2024Allow1510YesNo
17990893HAPTIC INTERFACE FOR COMPUTING DEVICESNovember 2022December 2023Allow1320YesNo
18053934BODY UI FOR AUGMENTED REALITY COMPONENTSNovember 2022November 2023Allow1220NoNo
17983719RESOLVING DATA LOCATION FOR QUERIES IN A MULTI-SYSTEM INSTANCE LANDSCAPENovember 2022August 2023Allow1010NoNo
18052494DYNAMICALLY REORDERING PLUGIN EXECUTION ORDER AT AN API GATEWAY OF A MICROSERVICES APPLICATIONNovember 2022July 2023Allow810NoNo
18051375PREDICTION-BASED RESOURCE ORCHESTRATION IN A SERVICE FABRICOctober 2022April 2024Allow1810NoNo
18051273VIRTUAL REPOSITORY WITH MEDIA IDENTIFICATION AND MATCHINGOctober 2022July 2024Allow2010YesNo
18049160Video Title Generation Method, Device, Electronic Device and Storage MediumOctober 2022July 2024Abandon2120NoNo
18048130PRESENTATION AND CONTROL OF USER INTERACTION WITH AN ARC-SHAPED USER INTERFACE ELEMENTOctober 2022November 2023Allow1320YesNo
17969536ZOOM AND SCROLL BAR FOR A VIDEO TIMELINEOctober 2022October 2023Allow1220YesNo
17966348MULTIPLATFORM MICROSERVICE CONNECTION TECHNIQUESOctober 2022November 2023Allow1310NoNo
17964421METHOD AND SYSTEM FOR PERFORMING OPERATIONS MAINTENANCE AND FAULT REMEDIATIONOctober 2022August 2024Abandon2210NoNo
17938455Handling Contradictory Queries on a Shared DeviceOctober 2022July 2024Allow2110NoNo
17958116SYSTEMS AND METHODS FOR GENERATING REMEDY RECOMMENDATIONS FOR POWER AND PERFORMANCE ISSUES WITHIN SEMICONDUCTOR SOFTWARE AND HARDWARESeptember 2022January 2024Allow1600NoNo
17957509Media Content Search In Connection With Multiple Media Content ServicesSeptember 2022June 2024Allow2120YesNo
17957688OPTIMIZING THE OPERATION OF A MICROSERVICE CLUSTERSeptember 2022August 2024Allow2310YesNo
17949155Devices, Methods, and Graphical User Interfaces for Providing Notifications and Application InformationSeptember 2022April 2024Allow1911YesNo
17947222ARCHITECTURES, SYSTEMS AND METHODS FOR PROGRAM DEFINED TRANSACTION SYSTEM AND DECENTRALIZED CRYPTOCURRENCY SYSTEMSSeptember 2022December 2022Allow300YesNo
17932916DATA STORAGE SYSTEM DRIVE UTILIZATIONSeptember 2022April 2024Allow1910YesNo
17945920AUTOMATED EVENT ANALYSISSeptember 2022November 2023Allow1400NoNo
17945850METHODS, SYSTEMS, AND COMPUTER READABLE MEDIA FOR USING AN IMPAIRMENT CONFIGURATION MANAGERSeptember 2022March 2024Allow1810NoNo
17942128CACHING AND DELIVERING MEDIA CONTENT FROM MULTIPLE STREAMING PROVIDERSSeptember 2022August 2023Allow1110NoNo
17930164CORRECTING INVALID ZERO VALUE FOR DATA MONITORINGSeptember 2022October 2023Allow1300NoNo
17903812TECHNOLOGIES FOR EVALUATING RELATIONSHIPS BETWEEN SOCIAL NETWORKING PROFILESSeptember 2022April 2024Allow1920YesNo
17823739METHODS AND SYSTEMS FOR ESTABLISHING A LINKAGE BETWEEN A THREE-DIMENSIONAL ELECTRONIC DESIGN FILE AND A TWO-DIMENSIONAL DESIGN DOCUMENTAugust 2022March 2024Allow1910NoNo
17898830SYSTEM AND METHOD FOR SELECTING AN EXECUTION STRATEGY DEPENDING ON VALIDATIONSAugust 2022February 2024Allow1720YesNo
17898109DATA CLINIC METHOD, COMPUTER PROGRAM STORING DATA CLINIC METHOD, AND COMPUTING DEVICE FOR PERFORMING DATA CLINIC METHODAugust 2022April 2023Allow810NoNo
17897193Selecting Content in Ink Documents using a Hierarchical Data StructureAugust 2022January 2024Allow1610YesNo
17895355APPARATUS AND METHOD FOR FRESH AIR COOLING OF A RESIDENCE OR BUILDING UTILIZING A THERMOSTATAugust 2022April 2023Allow800NoNo
17884149REPRESENTING GRAPH EDGES USING NEURAL NETWORKSAugust 2022September 2024Allow2510YesNo
17883025COMPUTER-BASED SYSTEMS CONFIGURED TO DECOUPLE DELIVERY OF PRODUCT CONFIGURATION CHANGES ASSOCIATED WITH CONTINUOUS INTEGRATION/CONTINUOUS DELIVERY PROGRAMMING PIPELINES AND METHODS OF USE THEREOFAugust 2022February 2024Allow1900NoNo
17818197ORCHESTRATOR REPORTING OF PROBABILITY OF DOWNTIME FROM MACHINE LEARNING PROCESSAugust 2022July 2023Allow1110YesNo
17882882RECOMMENDING CONTENT TO SUBSCRIBERSAugust 2022May 2024Allow2120YesNo
17882850INLINE CATEGORIZING OF EVENTSAugust 2022July 2023Allow1110NoNo
17797912ELECTRONIC COMPUTER, ELECTRONIC SYSTEM, METHOD FOR MONITORING THE EXECUTION OF AN APPLICATION AND ASSOCIATED COMPUTER PROGRAMAugust 2022February 2024Allow1910YesNo
17817476SYSTEM AND METHOD FOR ERROR REPORTING AND HANDLINGAugust 2022December 2023Allow1610YesNo
17880362SYSTEMS AND METHODS FOR COORDINATING THE DEPLOYMENT OF COMPONENTS TO DEFINED USER GROUPSAugust 2022May 2023Allow910YesNo
17817083OPPORTUNISTIC SOFTWARE UPDATES DURING SELECT OPERATIONAL MODESAugust 2022June 2023Allow1010YesNo
17880534DIAGNOSING SOURCES OF NOISE IN AN EVALUATIONAugust 2022April 2024Allow2110NoNo
17816446IDENTIFYING SOFTWARE DEPENDENCIES USING CONTROLLER CODE MODELSAugust 2022May 2023Allow910NoNo
17878716SURFACING AUGMENTED REALITY OBJECTSAugust 2022December 2023Allow1710NoNo
17816196REPAIRING HIGH-AVAILABILITY VIRTUAL MACHINE PLACEMENTS IN A COMPUTING CLUSTERJuly 2022August 2023Allow1300NoNo
17793858METHOD FOR REPLICATING A PROJECT SERVER FOR TROUBLE-SHOOTING AND A CLOUD DEVELOPMENT PLATFORM SYSTEM USING THE SAMEJuly 2022March 2024Allow2010NoNo
17867086FAILURE PREDICTION METHOD AND DEVICE FOR A STORAGE DEVICEJuly 2022February 2024Allow1810YesNo
17866645INTELLIGENT RECOGNITION AND ALERT METHODS AND SYSTEMSJuly 2022February 2023Allow710YesNo
17867126EARLY WARNING AND EVENT PREDICTING SYSTEMS AND METHODS FOR PREDICTING FUTURE EVENTSJuly 2022November 2022Allow410YesNo
17864238MIGRATION TO CLOUD STORAGEJuly 2022March 2024Allow2020YesNo
17862480SYSTEMS AND METHODS OF FORMAL VERIFICATIONJuly 2022June 2023Allow1210YesNo
17857783METHOD AND SYSTEM FOR MODIFYING SEARCH QUERY FOR A USERJuly 2022January 2024Allow1820YesNo
17854788REMOTE SCALABLE MACHINE CHECK ARCHITECTUREJune 2022June 2024Allow2310NoNo
17853702DEPENDENCY MANAGEMENT IN SOFTWARE DEVELOPMENTJune 2022October 2023Allow1620YesNo
17852721Method for Presenting Associated Conflict Block and DeviceJune 2022July 2024Allow2410NoNo
17852347LOG FILE COMPARISON APPARATUS AND METHOD FOR PROVIDING AN UPDATED MEDICAL BEST PRACTICE RECOMMENDATION BASED ON USER ENTRY OF NEW MEDICAL OBSERVATION INFORMATION FOR A PATIENTJune 2022July 2023Abandon1310YesNo
17852297USER INTERFACE FOR PROVIDING A MEDICAL BEST PRACTICE RECOMMENDATION BASED ON A USER-ENTERED MEDICAL OBSERVATION OF A PATIENTJune 2022July 2023Abandon1310YesNo
17852336SERVER-BASED MACHINE LEARNING CLASSIFIER AND RULES ENGINE FOR PROVIDING A MEDICAL BEST PRACTICE RECOMMENDATION BASED ON A USER-ENTERED MEDICAL OBSERVATION OF A PATIENTJune 2022July 2023Abandon1310NoNo
17852328USER INTERFACE FOR RECOMMENDING INSERTION OF AN UPDATED MEDICAL BEST PRACTICE RECOMMENDATION IN RESPONSE TO USER ENTRY OF UPDATED MEDICAL OBSERVATION INFORMATON FOR A PATIENTJune 2022July 2023Abandon1310NoNo
17852323AUTOMATED POP-UP DISPLAY ALTERING A USER OF A MACHINE DETERMINED MEDICAL BEST PRACTICE RECOMMENDATIONJune 2022July 2023Abandon1310NoNo
17847525Data Processing Method and ApparatusJune 2022July 2023Allow1310NoNo
17847113PROGRAMMATICALLY GENERATING EVALUATION DATA SETS FOR CODE GENERATION MODELSJune 2022July 2024Allow2510NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for art-unit 2198.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
63
Examiner Affirmed
46
(73.0%)
Examiner Reversed
17
(27.0%)
Reversal Percentile
21.4%
Lower than average

What This Means

With a 27.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
224
Allowed After Appeal Filing
106
(47.3%)
Not Allowed After Appeal Filing
118
(52.7%)
Filing Benefit Percentile
94.1%
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, 47.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

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 2198 - Prosecution Statistics Summary

Executive Summary

Art Unit 2198 is part of Group 2190 in Technology Center 2100. This art unit has examined 3,054 patent applications in our dataset, with an overall allowance rate of 83.3%. Applications typically reach final disposition in approximately 31 months.

Comparative Analysis

Art Unit 2198's allowance rate of 83.3% places it in the 72% 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 2198 receive an average of 1.89 office actions before reaching final disposition (in the 56% percentile). The median prosecution time is 31 months (in the 38% 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.