USPTO Examiner CHEN QING - Art Unit 2191

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19354378PLATFORM FOR AUTOMATED INFRASTRUCTURE-AS-CODE GENERATION AND DEPLOYMENT USING MULTI-AGENT ARCHITECTUREOctober 2025December 2025Allow200YesNo
18959601Enforcing Quality Procedures in Validated Systems Through Data Integration and Synchronization Using an Object-Oriented Data ModelNovember 2024May 2025Allow610YesNo
18882687IMPROVING AN APPLICATION PROGRAMMING INTERFACE CALLING MECHANISM OF A PLATFORM CONFIGURED TO PROVIDE DATA OR SOFTWARE SERVICESSeptember 2024April 2025Allow710YesNo
18762356ACCESSING STORED CODE STRINGS FOR EXECUTION TO PRODUCE RESOURCES FOR DIVERSE SITUATIONSJuly 2024April 2025Allow900YesNo
18731084SYSTEMS, METHODS, AND DEVICES FOR VERTICALLY INTEGRATED INSTRUMENTATION AND TRACE RECONSTRUCTIONMay 2024March 2025Allow900YesNo
18701989ANALYSIS FUNCTION FOR SUPPRESSING STOP OF EXECUTION DUE TO AN EXCEPTIONApril 2024March 2026Allow2300YesNo
18635437Digital Assistant CreationApril 2024May 2025Allow1320YesNo
18615511SYSTEMS AND METHODS FOR DEVELOPING A WEB APPLICATION USING MICRO FRONTENDSMarch 2024March 2025Allow1210YesNo
18608857VERIFICATION OF THE RELIABILITY OF SOFTWARE AND DEVICES AGAINST ASSERTIONS AND GUARANTEESMarch 2024September 2025Allow1820YesNo
18607206APPARATUS AND METHOD FOR VIRTUAL INTEGRATION ENVIRONMENTSMarch 2024August 2024Allow510YesNo
18598451INTELLIGENT AND PREDICTIVE MODULES FOR SOFTWARE DEVELOPMENT AND CODING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGMarch 2024January 2026Allow2320YesNo
18598485INTELLIGENT AND PREDICTIVE MODULES FOR SOFTWARE DEVELOPMENT AND CODING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGMarch 2024February 2026Allow2320YesNo
18683451METHOD AND SYSTEM FOR TESTING FUNCTIONALITY OF A SOFTWARE PROGRAM USING DIGITAL TWINFebruary 2024March 2026Allow2500YesNo
18436515REDUCING THE SIZE OF IMAGE FILES USABLE FOR DEPLOYING SOFTWARE IN COMPUTING ENVIRONMENTSFebruary 2024April 2025Allow1420YesNo
18427074METHOD AND APPARATUS FOR PIPELINE PARALLELISM COMPILINGJanuary 2024January 2026Allow2310YesNo
18421885METHOD FOR CONTROLLING THE FLOW EXECUTION OF A GENERATED SCRIPT OF A BLOCKCHAIN TRANSACTIONJanuary 2024February 2025Allow1210YesNo
18417751METHOD AND APPARATUS TO TRACE AND VISUALIZE DATA MOVEMENTJanuary 2024October 2025Allow2100YesNo
18400020ACTIVATING AND DEACTIVATING A PRE-INITIALIZATION ENVIRONMENT TUNINGDecember 2023July 2025Allow1810YesNo
18539665CONTEXT-BASED TEST SUITE GENERATION AS A SERVICEDecember 2023August 2024Allow800YesNo
18538959APPARATUS AND METHOD OF HOT-SWAPPING A COMPONENT OF A COMPONENT UNIT IN A CLUSTERDecember 2023March 2024Allow300YesNo
18529659SEMI-OPEN SOURCE CONTROL SYSTEM FOR UNMANNED AERIAL VEHCLES (UAVs) AND DESIGN METHOD THEREOFDecember 2023October 2025Allow2200YesNo
18529909AUTOMATIC IDENTIFICATION OF LOGGING INCONSISTENCIES IN SOURCE CODEDecember 2023September 2025Allow2100YesNo
18521958SYSTEM AND METHOD FOR COMPILING HIGH-LEVEL LANGUAGE CODE INTO A SCRIPT EXECUTABLE ON A BLOCKCHAIN PLATFORMNovember 2023January 2025Allow1410YesNo
18512162FILTERING MEASUREMENT DATA FROM AN ELECTRONIC CONTROL UNIT (ECU) OF A VEHICLENovember 2023June 2025Allow1910YesNo
18502842Dynamically Loaded Plugin ArchitectureNovember 2023July 2024Allow900YesNo
18557736CONTROLLING AN ANDROID APP ON A WINDOWS OPERATING SYSTEM USING AN ANDROID SIMULATOROctober 2023July 2025Allow2100YesNo
18373261MODEL TRAINING USING BUILD ARTIFACTSSeptember 2023June 2025Allow2100YesNo
18469367SYNTHETIC DATA GENERATION AND MACHINE LEARNING MODEL TESTINGSeptember 2023October 2025Allow2510YesNo
18464835SYSTEMS AND METHODS FOR UNIVERSAL MACHINE LEARNING PIPELINE EXECUTIONSeptember 2023October 2025Allow2520YesNo
18464178DELIVERING APPLICATIONS TO CLIENT MACHINES IN THIRD-PARTY ENVIRONMENTSSeptember 2023May 2025Allow2000YesNo
18243750VEHICULAR MULTI-LOCATION SYNERGIC REMOTE CALIBRATION SYSTEM AND A CALIBRATION METHOD THEREOFSeptember 2023October 2025Allow2500YesNo
18462674GENERATIVE ARTIFICIAL INTELLIGENCE INDUSTRIAL DESIGN CODE CONVERSIONSeptember 2023July 2025Allow2320NoNo
18453289Systems and Methods for Transaction Tracing Within an IT EnvironmentAugust 2023May 2025Abandon2120NoNo
18276947METHOD FOR IMPLEMENTING A SOFTWARE MODULE DEFINED BY A NON-INTERLEAVED DIRECTED ACYCLIC GRAPH IN A MULTICORE ENVIRONMENTAugust 2023April 2025Allow2010YesNo
18362114MULTIPLE USER DEFINED FUNCTIONS REGISTRATIONJuly 2023April 2024Allow900YesNo
18358617TECHNIQUES FOR NON-DISRUPTIVE SYSTEM UPGRADEJuly 2023November 2024Abandon1610NoNo
18262599Industrial Network-Based Codeless Tracking Analytics Method and Apparatus for Industrial SoftwareJuly 2023September 2025Allow2600YesNo
18262401SOFTWARE OBFUSCATION METHOD USING AN OPAQUE PREDICATE BASED ON MULTIPLYING MIXED BOOLEAN-ARTHMETIC EXPRESSIONSJuly 2023November 2025Allow2810YesNo
18220863DECOMPILATION APPARATUS AND RECOMPILATION SYSTEM FOR A PROCESSOR ARCHITECTUREJuly 2023April 2025Allow2110YesNo
18216969COMPILER TRANSFORM OPTIMIZATION FOR NON-LOCAL FUNCTIONSJune 2023April 2025Allow2210YesNo
18215876ADAPTIVE HETEROGENEOUS APPLICATION PROFILINGJune 2023October 2025Allow2720YesNo
18344133MANAGING UPDATES OF DEVICE PROGRAM CODE IN INFORMATION PROCESSING SYSTEM ENVIRONMENTJune 2023March 2026Allow3220YesNo
18344649APPLICATION BLUEPRINTS BASED ON SERVICE TEMPLATES TO DEPLOY APPLICATIONS IN DIFFERENT CLOUD ENVIRONMENTSJune 2023July 2025Abandon2510NoNo
18259595SOFTWARE UPDATING DEVICE, IN-VEHICLE TERMINAL, AND SOFTWARE UPDATING SYSTEMJune 2023July 2025Allow2510YesNo
18343458HYBRID APPROACH TO PERFORMING A LAZY PULL OF CONTAINER IMAGESJune 2023June 2025Allow2420YesNo
18214110PREVENTING GARBAGE OBJECT ACCUMULATION ON MINIMAL RUNTIMES WHILE SUPPORTING AN IMPLICIT DEALLOCATION PROGRAMMING EXPERIENCEJune 2023April 2024Allow1000YesNo
18214184CONTROLLER-RESOURCE OBJECT TOPOLOGY ANALYSIS FOR CLUSTER CONFIGURATION MANAGEMENTJune 2023November 2025Allow2820YesNo
18213042SOFTWARE SUPPLY CHAIN QUALITY CONTROL EVALUATION USING BLOCKCHAINJune 2023March 2024Allow900YesNo
18339768BEHAVIOR VERIFICATION FOR FINITE STATE MACHINE (FSM)-MODELLED SYSTEMSJune 2023January 2026Allow3110YesNo
18332114TRACING TARGET METHODS USING CUSTOMER CONFIGURABLE REFLECTION CHAININGJune 2023August 2025Allow2610YesNo
18265300COMPILING DEVICE AND METHOD FOR PERFORMANCE SPEED-UP OF A PROGRAMJune 2023March 2026Allow3320YesNo
18328012METHOD AND SYSTEM FOR UPDATING IoT FIRMWARE USING CONSENSUS ALGORITHM OF BLOCKCHAINJune 2023November 2025Abandon2910NoNo
18326602PARTITION BASED STRUCTURAL COVERAGE HIT-MAP COLLECTION FROM HARDWARE TRACE DATAMay 2023June 2025Allow2410YesNo
18255348LADDER PROGRAM ANALYSIS DEVICE USED IN A PROGRAMMABLE LOGIC CONTROLLER (PLC)May 2023August 2025Allow2710YesNo
18202668SYSTEM AND METHOD FOR SUPPORTING MULTI-TENANCY IN AN APPLICATION SERVER, CLOUD, OR OTHER ENVIRONMENTMay 2023March 2024Allow900YesNo
18323773SYSTEMS AND METHODS FOR TRANSLATING DATA READ FROM PROXY APIs INTO COMPUTING CODEMay 2023January 2024Allow800YesNo
18324148SYSTEMS AND METHODS TO CREATE AN APPLICATION PROGRAM INTERFACE (API)May 2023February 2026Abandon3320NoNo
18322449TECHNIQUES FOR MANAGING PERFORMANCE METRICS ASSOCIATED WITH SOFTWARE APPLICATIONSMay 2023October 2025Allow2911YesNo
18320975ACCELERATE INFERENCE PERFORMANCE ON ARTIFICIAL INTELLIGENCE ACCELERATORSMay 2023June 2025Allow2510YesNo
18253466CONSTRUCTING EXECUTABLE PROGRAM CODE BASED ON SEQUENCE CODESMay 2023June 2025Allow2510YesNo
18144487ASSISTING PROGRAM CODE DEVELOPMENT BY PROCESSING MULTIMODAL DATA OF A MEETINGMay 2023May 2025Allow2420YesNo
18313067DOWNGRADING DATABASE SOFTWARE VIA A DOWNGRADABILITY TESTMay 2023April 2025Allow2310YesNo
18141436Secure Application Acceleration System and ApparatusApril 2023September 2025Allow2820NoNo
18304973SYSTEMS AND METHODS FOR DEVELOPING A WEB APPLICATION USING MICRO FRONTENDSApril 2023December 2023Allow800YesNo
18305281TECHNIQUES FOR DYNAMICALLY PROVISIONING ELECTRONIC SUBSCRIBER IDENTITY MODULES TO MOBILE DEVICESApril 2023June 2024Allow1410YesNo
18304446EXTENSIBLE IDE PLATFORM WITH OPEN APIsApril 2023January 2024Allow900YesNo
18299771SYSTEM AND METHOD OF RESOURCE MANAGEMENT AND PERFORMANCE PREDICTION OF COMPUTING RESOURCESApril 2023December 2023Allow800YesNo
18194557FAST INTERFERENCE GRAPH CONSTRUCTION FOR A BINARY TREE OF INTERVAL NODESMarch 2023March 2025Allow2410YesNo
18127809APPARATUS FOR TESTING AN INTERWORKING FUNCTION BETWEEN MULTIMEDIA DEVICES AND METHOD THEREOFMarch 2023September 2025Allow2920YesNo
18126610Merging Skip-Buffers In a Reconfigurable Dataflow ProcessorMarch 2023November 2024Allow2000YesNo
18190287SYSTEMS, METHODS, AND COMPUTER-READABLE MEDIA FOR ANALYZING INTERCEPTED TELEMETRY EVENTSMarch 2023October 2023Allow700YesNo
18124185PERFORMANCE BUG REPAIR VIA RETRIEVAL-AUGMENTED NEURAL CODE GENERATION MODELMarch 2023October 2024Allow1900YesNo
18185413GENERATING SOURCE CODE ADAPTED FOR IMPLEMENTATION ON FPGASMarch 2023November 2024Allow2000YesNo
18185525INDUSTRIAL PROGRAMMING DEVELOPMENT WITH A CONVERTED INDUSTRIAL CONTROL PROGRAMMarch 2023July 2023Allow400YesNo
18184848SYSTEMS, METHODS, AND DEVICES FOR VERTICALLY INTEGRATED INSTRUMENTATION AND TRACE RECONSTRUCTIONMarch 2023January 2024Allow1010YesNo
18181723SYSTEM AND METHOD FOR HANDLING CONFIGURATION OF A VEHICLEMarch 2023April 2025Allow2510YesNo
18182188APPLICATION FRAMEWORK FOR STRONGLY-TYPED PROGRAMMING LANGUAGESMarch 2023May 2025Allow2720YesNo
18181462Development And Distribution Of Components For An Anomaly Detection FrameworkMarch 2023September 2025Allow3010YesNo
18181132SYSTEMS FOR APPLICATION AND DATA DEPENDENCY IDENTIFICATION, VISUALIZATION, AND MANAGEMENTMarch 2023July 2025Allow2800YesNo
18180751SYSTEM AND METHOD TO MEASURE AND VERIFY DATA AND CONTROL COUPLING BETWEEN SOFTWARE COMPONENTS WITHOUT CODE INSTRUMENTATIONMarch 2023April 2025Allow2620YesNo
18179551INTELLIGENT AND PREDICTIVE MODULES FOR SOFTWARE DEVELOPMENT AND CODING USING ARTIFICIAL INTELLIGENCE AND MACHINE LEARNINGMarch 2023August 2024Allow1840YesNo
18114408MANAGING ARTIFACT INFORMATION INCLUDING FINDING A SEARCHED ARTIFACT INFORMATION ITEMFebruary 2023October 2024Allow2000YesNo
18173903SYSTEMS AND METHODS FOR DEVICE CONFIGURATION USING A CONFIGURATION NORMALIZATION PLATFORMFebruary 2023October 2025Allow3120YesNo
18174085LAUNCHING COPIES OF INSTALLATION SOFTWARE THAT ROLLS BACK AGENT UPDATES WHEN CLUSTER UPDATES FAILFebruary 2023May 2025Allow2710YesNo
18113548AUTOMATED USE CASE EVALUATION, ONBOARDING AND GAMIFICATIONFebruary 2023April 2023Allow200YesNo
18112004METHOD AND SYSTEM FOR LEARNING BASED DYNAMIC SOFTWARE SYSTEM ADAPTATIONFebruary 2023September 2024Allow1900YesNo
18170701CONTROL DEVICE AND CONTROL METHOD FOR ELECTRONIC EQUIPMENT PROGRAM RESTRICTION BASED ON A USE STATE OF THE ELECTRONIC EQUIPMENTFebruary 2023August 2025Abandon3020NoNo
18167001PAGE-IN LINKINGFebruary 2023May 2025Allow2710YesNo
18162810ANNOTATION AWARE EFFICIENT APPLICATION BUILD MANAGEMENTFebruary 2023September 2024Allow1900YesNo
18104020REGISTRATION OF MULTIPLE USER DEFINED FUNCTIONSJanuary 2023May 2023Allow300YesNo
18161410SUPERDENSE CODING OF SOFTWARE PACKAGE DELTASJanuary 2023April 2025Allow2620YesNo
18159985SYSTEMS, METHODS, AND COMPUTER-READABLE MEDIA FOR ANALYZING INTERCEPTED TELEMETRY EVENTS TO GENERATE VULNERABILITY REPORTSJanuary 2023August 2024Allow1900YesNo
18156004Source code validation based on converting the source code to a non-programming languageJanuary 2023August 2024Allow1900YesNo
18097420Method and system for converting a single-threaded software program into an application-specific supercomputerJanuary 2023February 2025Allow2510NoNo
18151312UNIFIED TEST INTERFACE FOR TESTING A SYSTEMJanuary 2023June 2025Allow3000YesNo
18094289TECHNIQUES FOR DEPLOYING APPLICATION EXTENSIONSJanuary 2023June 2024Allow1700YesNo
18150967METHOD AND APPARATUS FOR MANAGING MODEL FILE IN INFERENCE APPLICATIONJanuary 2023February 2025Allow2620YesNo
18150224TECHNIQUES FOR NON-DISRUPTIVE OPERATING SYSTEM UPGRADEJanuary 2023May 2023Allow500YesNo
18093698COMPUTING TECHNOLOGIES FOR TRACING SOURCE CODE TO DETERMINE COMPLIANCE OR LACK THEREOF WITH OPERATIONAL REQUIREMENTS THEREFORJanuary 2023July 2024Allow1800YesNo
18090241FIRMWARE UPDATING IN PCIe TYPE APPARATUSESDecember 2022March 2025Allow2620YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHEN, QING.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
39
Examiner Affirmed
32
(82.1%)
Examiner Reversed
7
(17.9%)
Reversal Percentile
29.7%
Lower than average

What This Means

With a 17.9% 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
68
Allowed After Appeal Filing
22
(32.4%)
Not Allowed After Appeal Filing
46
(67.6%)
Filing Benefit Percentile
49.9%
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, 32.4% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable 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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner CHEN, QING - Prosecution Strategy Guide

Executive Summary

Examiner CHEN, QING works in Art Unit 2191 and has examined 980 patent applications in our dataset. With an allowance rate of 83.4%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 24 months.

Allowance Patterns

Examiner CHEN, QING's allowance rate of 83.4% places them in the 57% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by CHEN, QING receive 1.41 office actions before reaching final disposition. This places the examiner in the 22% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by CHEN, QING is 24 months. This places the examiner in the 82% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +50.3% benefit to allowance rate for applications examined by CHEN, QING. This interview benefit is in the 93% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 29.5% of applications are subsequently allowed. This success rate is in the 56% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 28.1% of cases where such amendments are filed. This entry rate is in the 40% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 43.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 39% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 48.7% of appeals filed. This is in the 14% percentile among all examiners. Of these withdrawals, 24.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.

Petition Practice

When applicants file petitions regarding this examiner's actions, 25.6% are granted (fully or in part). This grant rate is in the 13% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 6.9% of allowed cases (in the 89% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 15% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

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.