USPTO Examiner TO BAOQUOC N - Art Unit 2154

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19007654OPTIMIZING QUERY EXECUTION IN A DATA VIRTUALIZATION SYSTEMJanuary 2025December 2025Allow1110YesNo
18974155DATA QUERY METHOD AND APPARATUS BASED ON LARGE MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUMDecember 2024November 2025Allow1110NoNo
18962502MULTIMODAL SEARCH ON WEARABLE SMART DEVICESNovember 2024November 2025Allow1210YesNo
18938366SYSTEMS AND METHODS FOR UNIFIED DATA VALIDATIONNovember 2024October 2025Allow1110YesNo
18934862METHOD AND SYSTEM FOR AUTOMATIC RESPONSE TO CUSTOMER REQUESTS USING ARTIFICIAL INTELLIGENCE MODELSNovember 2024October 2025Allow1210NoNo
18924366HIGH-SPEED SEARCH MATCHING METHOD FOR LARGE-SCALE HETEROGENEOUS DATABASESOctober 2024January 2026Allow1410NoNo
18909921INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMOctober 2024October 2025Allow1210YesNo
18893373System and Methods for Process Mining Using Integrated Data FabricSeptember 2024September 2025Allow1110NoNo
18891434Determining Corrective Actions for a Storage Network Based on Event RecordsSeptember 2024September 2025Allow1110NoNo
18820958CENTRALIZED PLATFORM FOR PROCESSING ARTIFACTS OF DISTRIBUTED ENTITIESAugust 2024July 2025Allow1010YesNo
18804867DISPLAY DEVICEAugust 2024July 2025Allow1110YesNo
18800404METHOD FOR LINEAGE SAMPLING TO EFFICIENTLY DETECT CORRUPTIONSAugust 2024August 2025Allow1210YesNo
18790361TIME SERIES DATA QUERY METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUMJuly 2024October 2025Allow1510NoNo
18775977Entity Cards Including Descriptive Content Relating to Entities from a VideoJuly 2024December 2025Allow1710YesNo
18729092PROCESSING APPARATUS, PROCESSING METHOD AND PROGRAMJuly 2024September 2025Abandon1510NoNo
18760704METHODS AND APPARATUS TO IDENTIFY MEDIA THAT HAS BEEN PITCH SHIFTED, TIME SHIFTED, AND/OR RESAMPLEDJuly 2024June 2025Allow1210YesNo
18748026OBJECT IDENTIFICATION AND SEARCH RANGE ADJUSTMENT METHOD AND APPARATUSJune 2024June 2025Allow1210YesNo
18741889POWER BASED QUERY PROCESSING SYSTEM AND METHODS FOR USE THEREWITHJune 2024February 2025Allow810NoNo
18741926GENERATING QUERY COST DATA FOR QUERY REQUESTS BASED ON POWERJune 2024March 2025Allow910YesNo
18742101UTILIZING QUERY APPROVAL DATA DETERMINED BASED ON POWER FOR A QUERY REQUESTJune 2024January 2026Abandon2010NoNo
18742013END USER CONFIGURATION OF COST RULES IN A DATABASE SYSTEM WITH QUERY COSTS BASED ON POWER AND METHODS FOR USE THEREWITHJune 2024March 2025Allow910YesNo
18742059APPLYING QUERY COST DATA BASED ON POWER VIA AN AUTOMATICALLY GENERATED SCHEMEJune 2024December 2025Abandon1810NoNo
18741877GENERATING QUERY COST DATA BASED ON POWER AND AT LEAST ONE QUERY FUNCTION OF A QUERY REQUESTJune 2024June 2025Allow1210YesNo
18672860SYSTEM AND METHOD FOR IMPROVED DATA CONSISTENCY IN DATA SYSTEMS INCLUDING DEPENDENT ALGORITHMSMay 2024May 2025Allow1210NoNo
18668888USING REINFORCEMENT LEARNING TO RECOMMEND DATA VISUALIZATIONSMay 2024June 2025Allow1310YesNo
18665413Systems, Methods, and Apparatuses for Implementing a Holistic Integrated Behavioral Health Engagement PlatformMay 2024March 2025Allow1000NoNo
18659088STANDARDIZING CUSTOMIZED ENTITIES IN MULTI-TENANT CLOUD SYSTEMSMay 2024July 2025Allow1410NoNo
18652586System and Methods for Process Mining Using Integrated Data FabricMay 2024August 2024Allow310NoNo
18648956METHOD AND SYSTEM FOR RECOMMENDING TEST CASES USING MACHINE LEARNING MODELSApril 2024January 2025Allow900YesNo
18639500MULTIMODAL SEMANTIC ANALYSIS AND IMAGE RETRIEVALApril 2024April 2025Allow1210YesNo
18611833SNAPSHOT CHANGES FOR CLOUD SYSTEMS DURING ZERO DOWNTIME UPGRADESMarch 2024March 2025Allow1200NoNo
18604283METHOD AND APPARATUS FOR ENCAPSULATING IMAGES IN A FILEMarch 2024December 2025Allow2110YesNo
18603024SEARCHING A SUBSET OF A DATABASE HAVING SEARCH TOKENSMarch 2024January 2025Allow1010YesNo
18598204VISUALIZING DATA PROVIDED BY EXTERNAL SOURCESMarch 2024October 2025Allow1910NoNo
18596482STREAM-BASED TRANSACTION PROCESSINGMarch 2024December 2024Allow900NoNo
18596517MODIFICATION OF DATABASE OBJECTSMarch 2024May 2025Allow1510YesNo
18584296METADATA-DRIVEN COMPUTING SYSTEMFebruary 2024July 2025Allow1710NoNo
18435171CONTENT DISPLAY AND CLUSTERING SYSTEMFebruary 2024October 2024Allow810NoNo
18428598AI-POWERED VIDEO CONTENT SEARCHJanuary 2024February 2025Allow1310YesNo
18423743DATA PROCESSING METHOD AND APPARATUS, READABLE STORAGE MEDIUM, AND ELECTRONIC DEVICEJanuary 2024June 2025Allow1610YesNo
18424214INTERACTIVE WORKFLOW FOR DATA ANALYTICSJanuary 2024March 2025Allow1410NoNo
18423873MODIFIED READ PATH FOR PROCESSING READ OPERATIONS DURING OBJECT MIGRATIONJanuary 2024March 2025Allow1400NoNo
18423235DOCUMENT GRAPHJanuary 2024May 2025Allow1510NoNo
18413732Multi-Agent Search ClientJanuary 2024February 2025Allow1310NoNo
18403892STORAGE LIFECYCLE CONTROL IN A DATABASE SYSTEMJanuary 2024August 2025Allow1910NoNo
18403002QUERY EXECUTION VIA COMMUNICATION WITH AN OBJECT STORAGE SYSTEM VIA AN OBJECT STORAGE COMMUNICATION PROTOCOLJanuary 2024November 2024Allow1110NoNo
18400826STREAMING REAL-TIME DIALOG MANAGEMENTDecember 2023November 2024Allow1110YesNo
18389829DATA FUSION SYSTEM AND DATA FUSION METHODDecember 2023February 2025Allow1410NoNo
18545617MULTI-TABLE QUESTION ANSWERING SYSTEM AND METHOD THEREOFDecember 2023May 2025Allow1710NoNo
18541949FINGERPRINTS FOR DATABASE QUERIESDecember 2023April 2025Allow1620NoNo
18532294UTILIZING QUERY APPROVAL DATA DETERMINED BASED ON QUERY COST DATA FOR A QUERY REQUESTDecember 2023December 2024Allow1210NoNo
18529218DATABASE LOAD UNIT FOR REPLICATION LOG REPLAYDecember 2023December 2024Allow1210NoNo
18527923USING LARGE GENERATIVE MODELS WITH IMPROVED GROUNDING TO IMPROVE IMAGE CONTEXT QUERIESDecember 2023April 2025Allow1710YesNo
18527696SECURITY FOR GENERATIVE MODELS USING ATTENTION ANALYSISDecember 2023January 2025Allow1400NoNo
18526729UTILIZING MACHINE LEARNING MODELS TO SYNTHESIZE PERTURBATION DATA TO GENERATE PERTURBATION HEATMAP GRAPHICAL USER INTERFACESDecember 2023May 2025Allow1810YesNo
18524610DATABASE MANAGEMENT SYSTEMS AND METHODS FOR DATASETSNovember 2023October 2024Allow1100NoNo
17780146METHOD OF MAKING EFFICIENT BACKUP SPACE FOR ORIGINAL FILE USING DIFFERENCE (DELTA) EXTRACTION METHOD IN DISARMING OPERATION AND APPARATUS THEREFORNovember 2023March 2025Abandon3310NoNo
18565331INFORMATION DISPLAY METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUMNovember 2023August 2025Allow2120NoNo
18518893PERFORMING WRITES FROM A CONSUMER DATABASE TO A PRODUCER DATABASENovember 2023March 2025Allow1610NoNo
18516216SYSTEM AND METHOD FOR TOPIC-BASED SEARCH ENGINENovember 2023November 2024Allow1200NoNo
18512834FLEXIBLE AND INSTANTANEOUS LOCK EXTENSION FOR AUTO RETENTION LOCKED (ARL) FILES USING ARL LABELSNovember 2023November 2024Allow1200NoNo
18289904DATA EXTRACTION SYSTEM AND DATA EXTRACTION METHODNovember 2023November 2024Allow1210NoNo
18387723Identifying, Processing And Displaying Data Point ClustersNovember 2023September 2024Allow1010NoNo
18502711Systems and Methods for Universal Indexing Scheme for Indexing DataNovember 2023February 2025Abandon1610NoNo
18501815CONTROL PLANE SERVICE OF A DISTRIBUTED CACHING PLATFORMNovember 2023February 2025Allow1510YesNo
18501630SYSTEMS AND METHODS FOR IDENTIFYING RELEVANT DATA TO USE FOR ENRICHING DATA STRUCTURES IN LARGE DATASETS USING DETECTED METADATA CORRELATIONSNovember 2023October 2024Allow1100NoNo
18487001ENABLING ROLE-BASED OPERATIONS TO BE PERFORMED ON MACHINE DATA IN A MACHINE ENVIRONMENTOctober 2023August 2024Allow1010NoNo
18484186HAIR PATTERN DETERMINATION AND FILTERINGOctober 2023August 2024Allow1010NoNo
18374131STRING DATA ERROR DETECTION AND REPAIRSeptember 2023October 2024Allow1310NoNo
18477260METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR BACKING UP DATASeptember 2023November 2024Allow1400NoNo
18476021DATABASE MANAGEMENT OF HOUSEHOLDING DATA USING GROUP SURROGATE KEYSSeptember 2023October 2024Allow1300NoNo
18469726AUTOMATED VERSIONING OF CONFIGURATION TABLES WITH ROLLBACKSeptember 2023October 2024Allow1200NoNo
18470150TEMPORAL IDENTITY GRAPHSeptember 2023September 2024Allow1210NoNo
18468235DEEP MAPPING FOR IMPUTING NULLSSeptember 2023August 2024Allow1210NoNo
18242289EFFICIENT FILE-DELIVERY TECHNIQUESSeptember 2023June 2025Allow2120YesNo
18239077DYNAMIC PRESENTATION OF SEARCHABLE CONTEXTUAL ACTIONS AND DATAAugust 2023December 2024Allow1620YesNo
18454313DASHBOARD AND REPORT WIDGET LAYOUTS WITH VERSIONING FUNCTIONALTIY FOR MULTIPLE DISPLAYS AND CLASSIFICATION OF DATA SETS AND INPUTSAugust 2023August 2025Allow2420NoNo
18236128METHODS, SYSTEMS, AND MEDIA FOR PROVIDING A MEDIA SEARCH ENGINEAugust 2023April 2025Abandon2020YesNo
18234797SYSTEMS AND METHODS FOR GENERATING INTERACTABLE ELEMENTS IN TEXT STRINGS RELATING TO MEDIA ASSETSAugust 2023October 2024Allow1410YesNo
18364704SYSTEMS AND METHODS FOR UNIFIED DATA VALIDATIONAugust 2023August 2024Allow1300NoNo
18362375SYSTEMS AND METHODS FOR GENERATING AND IMPLEMENTING KNOWLEDGE GRAPHS FOR KNOWLEDGE REPRESENTATION AND ANALYSISJuly 2023September 2024Allow1410YesNo
18360685METHOD AND DEVICE FOR UPDATING DOCUMENT DATAJuly 2023February 2026Abandon3020NoNo
18347363METHODS AND APPARATUS TO IDENTIFY MEDIA THAT HAS BEEN PITCH SHIFTED, TIME SHIFTED, AND/OR RESAMPLEDJuly 2023May 2024Allow1010NoNo
18347482APPLICATION OF INTER-ITEM CATEGORY CONSTRAINT FOR UNCATEGORIZED CONTENT ITEMSJuly 2023July 2024Allow1300NoNo
18344320SYSTEMS AND METHODS OF USING GENERATIVE AI TO SIMPLIFY BACKUP SOFTWARE INTERACTIONSJune 2023December 2024Allow1810YesNo
18213303DATA ANNOTATION METHOD AND SYSTEM FOR UNSTRUCTURED DATA INTEGRATING WITH DATA CATALOGJune 2023May 2024Allow1100YesNo
18318585THEMATIC SEARCHMay 2023July 2024Allow1410YesNo
18311938EFFICIENT SIMILARITY SEARCHMay 2023July 2024Allow1420NoNo
18142194Machine Learning Models for Discerning Relationships Between Data Stored in a Records SystemMay 2023June 2024Allow1400NoNo
18306991STRUCTURED DATA ANALYSIS SYSTEM AND METHOD FOR STRUCTURED DATA ANALYSISApril 2023June 2024Allow1400NoNo
18306869DENSE RETRIEVAL EMPLOYING PROGRESSIVE DISTILLATION TRAININGApril 2023June 2024Allow1300NoNo
18306246DATA COLLECTION FROM INDUSTRIAL EQUIPMENTApril 2023December 2024Allow2010NoNo
18138735SYSTEM AND METHOD FOR AUTOMATIC DOCUMENT MANAGEMENTApril 2023March 2024Allow1110NoNo
18305220METHOD FOR MATHEMATICAL LANGUAGE PROCESSING VIA TREE EMBEDDINGSApril 2023July 2024Allow1500NoNo
18301356SYSTEM AND METHOD FOR SUPPORTING CORPORATE BUSINESSApril 2023April 2024Allow1210NoNo
18135266DATA RECONCILIATION FOR BIG DATA ENVIRONMENTSApril 2023January 2024Allow910NoNo
18134705TOKENIZED CACHEApril 2023November 2023Allow710NoNo
18134053ON-DEMAND BACKUPS FOR MANAGEMENT COMPONENTS IN SOFTWARE-DEFINED DATA CENTERSApril 2023May 2024Allow1300NoNo
18300191BLOCK-CHAIN-BASED DATA PROCESSINGApril 2023May 2024Allow1300YesNo
18299577SYSTEM AND METHOD FOR GENERATING A SYNTHETIC LONGITUDINAL DATASET FROM AN ORIGINAL DATASETApril 2023February 2024Allow1100YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner TO, BAOQUOC N.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
8
Examiner Affirmed
6
(75.0%)
Examiner Reversed
2
(25.0%)
Reversal Percentile
38.6%
Lower than average

What This Means

With a 25.0% 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
20
Allowed After Appeal Filing
6
(30.0%)
Not Allowed After Appeal Filing
14
(70.0%)
Filing Benefit Percentile
45.1%
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, 30.0% 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 TO, BAOQUOC N - Prosecution Strategy Guide

Executive Summary

Examiner TO, BAOQUOC N works in Art Unit 2154 and has examined 517 patent applications in our dataset. With an allowance rate of 91.1%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 29 months.

Allowance Patterns

Examiner TO, BAOQUOC N's allowance rate of 91.1% places them in the 75% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by TO, BAOQUOC N receive 1.65 office actions before reaching final disposition. This places the examiner in the 33% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by TO, BAOQUOC N is 29 months. This places the examiner in the 63% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +6.8% benefit to allowance rate for applications examined by TO, BAOQUOC N. This interview benefit is in the 34% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 33.7% of applications are subsequently allowed. This success rate is in the 74% 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 47.9% of cases where such amendments are filed. This entry rate is in the 72% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 100.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 71% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 68.0% of appeals filed. This is in the 53% percentile among all examiners. Of these withdrawals, 47.1% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.

Petition Practice

When applicants file petitions regarding this examiner's actions, 32.4% are granted (fully or in part). This grant rate is in the 19% 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 3.5% of allowed cases (in the 81% 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 19.5% of allowed cases (in the 93% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.

Prosecution Strategy Recommendations

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

  • 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.