USPTO Examiner HTAY LIN LIN M - Art Unit 2153

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18606948COMPUTER-BASED SYSTEMS FOR DYNAMIC DATA DISCOVERY AND METHODS THEREOFMarch 2024March 2025Allow1210NoNo
18588329SYSTEMS AND METHODS FOR COLLECTING AND DISTRIBUTING DIGITAL EXPERIENCE INFORMATIONFebruary 2024December 2024Allow1010NoNo
18427450SUMMARIZATION AND PERSONALIZATION OF BIG DATA METHOD AND APPARATUSJanuary 2024February 2025Allow1310NoNo
18471795METHODS AND APPARATUS TO REDUCE THE IMPACT OF USER-ENTERED DATA ERRORS IN DIABETES MANAGEMENT SYSTEMSSeptember 2023May 2024Allow700YesNo
18451193CUMULATIVE LOCALIZATION ARCHITECTUREAugust 2023May 2025Allow2110YesNo
18144057EXECUTING TRANSACTIONS ON DISTRIBUTED DATABASESMay 2023February 2024Allow900YesNo
18310011SYSTEMS AND METHODS FOR ENHANCING EXPLORATION AND DISCOVERABILITY OF EVENTS AND ACTIVITIES AND CONTENT CREATION COLLABORATIONMay 2023February 2025Abandon2210NoNo
18136163OPTIMIZED PARTIAL AND DELTA PROCESSING SYSTEMApril 2023November 2024Allow1910NoNo
18133672Generating Location Based Photo Discovery SuggestionsApril 2023February 2025Allow2340YesNo
18127096COMPUTER-IMPLEMENTED SYSTEMS AND METHODS FOR INTELLIGENTLY RETRIEVING, ANALYZING, AND SYNTHESIZING DATA FROM DATABASESMarch 2023November 2023Allow810NoNo
18188400SYSTEMS AND METHODS FOR MAINTAINING DATA QUALITY IN A DATA STORE RECEIVING BOTH LOW AND HIGH QUALITY DATAMarch 2023July 2024Allow1610YesNo
18181930CLOUD DATA REPLICATIONMarch 2023March 2025Abandon2520YesNo
18151292SYSTEMS AND METHODS FOR CONFIGURING A POWER DISTRIBUTION UNITJanuary 2023August 2024Allow2010YesNo
18066854SYSTEMS FOR DETERMINING ANOMALOUS INTERACTIONS BASED ON CHARACTERISTIC TYPESDecember 2022October 2024Allow2220YesNo
17973389SUMMARIZATION AND PERSONALIZATION OF BIG DATA METHOD AND APPARATUSOctober 2022October 2023Allow1200YesNo
17867996EXPLAINABLE LAYERED CONTEXTUAL COLLECTIVE OUTLIER IDENTIFICATION IN A HETEROGENEOUS SYSTEMJuly 2022July 2024Allow2430YesNo
17811680SYSTEMS AND METHODS FOR EFFICIENT ACCESS CONTROLJuly 2022January 2024Allow1810NoNo
17811500MECHANISMS FOR SERIALIZING TRIPLES OF A DATABASE STOREJuly 2022May 2024Allow2210YesNo
17858605TRANSFORMING A SPECIFICATION INTO A PERSISTENT COMPUTER PROGRAMJuly 2022March 2024Allow2010NoNo
17810572SYSTEMS AND METHODS FOR A STATELESS BLOCKCHAIN OVERLAY LAYERJuly 2022April 2024Allow2110NoNo
17810040SYSTEMS AND METHODS FOR IMPROVED BLOCKCHAIN DATA INDEXING BY DECOUPLING COMPUTE AND STORAGE LAYERSJune 2022December 2023Allow1710YesNo
17810091SYSTEMS AND METHODS FOR SUPPORTING BOTH BATCH PROCESSING AND STREAMING DATA APPLICATIONS BASED ON RAW BLOCKCHAIN DATAJune 2022January 2024Allow1810YesNo
17810314HYBRID TRANSACTIONAL AND ANALYTICAL PROCESSING ARCHITECTURE FOR OPTIMIZATION OF REAL-TIME ANALYTICAL QUERYINGJune 2022December 2024Allow3030YesNo
17850615SYSTEM AND METHOD FOR REDUCTION OF DATA TRANSMISSION IN DYNAMIC SYSTEMS USING CAUSAL GRAPHSJune 2022September 2023Allow1510NoNo
17848871METHODS, SYSTEMS, AND MEDIA FOR GENERATING A GROUP OF MEDIA CONTENT ITEMSJune 2022September 2023Allow1510NoNo
17840614DATA PROCESSING APPARATUS, DATA PROCESSING METHOD, AND RECORDING MEDIUM HAVING RECORDED THEREON DATA PROCESSING PROGRAMJune 2022March 2024Abandon2110NoNo
17834716COMPUTER-BASED SYSTEMS FOR DYNAMIC DATA DISCOVERY AND METHODS THEREOFJune 2022November 2023Allow1810NoNo
17829634DATA PROCESSING METHOD AND DATA COMPARING METHODJune 2022November 2024Allow3030YesNo
17825571DATA MODEL AND DATA SERVICE FOR CONTENT MANAGEMENT SYSTEMMay 2022March 2024Allow2220YesNo
17746644LIGHT WEIGHT REDUNDANCY TOOL FOR PERFORMING TRANSACTIONSMay 2022October 2023Allow1710NoNo
17743983Method and Apparatus for Coupling the Internet, Environment and Intrinsic Memory to UsersMay 2022May 2024Abandon2520NoNo
17740033SYSTEMS AND METHODS FOR DYNAMIC MEDIA ASSET MODIFICATIONMay 2022April 2024Abandon2430YesNo
17737320MULTI-TABLE DATA VALIDATION TOOLMay 2022March 2024Allow2320YesNo
17730384System and Method of Execution Context Processing with Addressable Universal Data LocationApril 2022August 2024Allow2720YesNo
17712229PERSONALIZED CONTENT CURATION SYSTEM AND CONTENT PROPOSAL METHOD BASED ON BOOKMARK HISTORYApril 2022January 2024Abandon2110NoNo
17704049METHOD AND SYSTEM FOR MANAGING ITEMS IN WAREHOUSES THROUGH DISTRIBUTED LEDGERMarch 2022June 2024Allow2720NoNo
17653248METHOD AND SYSTEM FOR DIGITAL BIOMARKERS PLATFORMMarch 2022December 2024Allow3410YesNo
17673476PREDICTIVE DATA PROCESSINGFebruary 2022August 2024Allow3030YesNo
17650125ONLINE IMPORT USING SYSTEM-VERSIONED TABLESFebruary 2022September 2023Allow2010NoNo
17589884DATASET ANALYSIS AND DATASET ATTRIBUTE INFERENCING TO FORM COLLABORATIVE DATASETSJanuary 2022January 2023Allow1200YesNo
17584373Dynamic Mapping and Integration via a Meta-Model Definitional PlatformJanuary 2022October 2023Allow2010YesNo
17550615SYSTEM AND METHOD FOR SELECTING A BACKUP PLAN BASED ON SAMPLED METADATADecember 2021July 2024Allow3230YesNo
17550756SYSTEM AND METHOD FOR SELECTING A BACKUP PLAN FOR NEWLY STORED FILESDecember 2021August 2024Allow3220NoNo
17456854Data Transformations for Mapping Enterprise ApplicationsNovember 2021June 2025Allow4240YesYes
17503797SYSTEMS AND METHODS FOR DATA MANAGEMENT USING ZERO-TOUCH TAGGINGOctober 2021May 2024Abandon3020NoNo
17480305METHODS AND SYSTEMS FOR INTEGRATING DISPARATE DATA DOMAINS FEATURE DATA OVER COMPUTER NETWORKSSeptember 2021November 2023Allow2610YesNo
17479952DATA VIRTUALIZATION ADAPTER IN AN INTEGRATION PLATFORMSeptember 2021August 2024Allow3540YesNo
17471998ARCHITECTURE FOR DATA MAP CONVERTERSSeptember 2021February 2024Allow3030YesNo
17462998HYBRID DATA PROCESSING SYSTEM AND METHODAugust 2021July 2024Allow3430YesNo
17462097FAST-TRACKING OF WEB REQUESTS USING A REQUEST DIGESTAugust 2021October 2022Allow1410NoNo
17364312SYSTEMS AND METHODS FOR INGESTING DATA IN DISPARATE FORMATSJune 2021May 2024Allow3550YesNo
17418224DATA EXCHANGE METHOD AND APPARATUS, READABLE STORAGE MEDIUM, AND DATA EXCHANGE SYSTEMJune 2021April 2024Allow3410NoNo
17354043COMPUTER-IMPLEMENTED SYSTEMS AND METHODS FOR INTELLIGENTLY RETRIEVING, ANALYZING, AND SYNTHESIZING DATA FROM DATABASESJune 2021December 2022Allow1800NoNo
17352717SYSTEMS AND METHODS FOR DYNAMIC MEDIA ASSET MODIFICATIONJune 2021February 2024Abandon3230YesNo
17349092DEVICE FOR CARRYING OUT TRANSACTIONS AND OPERATING METHOD THEREFORJune 2021February 2025Allow4420NoYes
17342892COMPUTER SYSTEMS AND METHODS FOR RECONCILING DATA ACROSS DATA SOURCESJune 2021April 2023Allow2320YesNo
17339262SYSTEM AND METHOD FOR AUTOMATING SELF TUNING OF LOG NORMALIZATION ROUTINES FOR SECURITY ANALYSISJune 2021June 2023Allow2410YesNo
17336771SYSTEM AND METHOD FOR FACILITATING OPTIMIZATION OF FILE UPLOAD OPERATIONS VIA TRANSACTION TRANSFORMATIONJune 2021October 2023Allow2820NoNo
17332564SCALABLE TRANSACTION MANAGER FOR DISTRIBUTED DATABASESMay 2021January 2023Allow2010NoNo
17314483CORRECTING DATA ERRORS FOR DATA PROCESSING FAULT RECOVERYMay 2021April 2023Allow2420NoNo
17306989COMPUTER-READABLE RECORDING MEDIUM FOR STORING DATA PROCESSING PROGRAM, DATA PROCESSING METHOD, AND DATA PROCESSING APPARATUSMay 2021December 2022Allow1910NoNo
17237587SYSTEMS, METHODS, AND APPARATUSES FOR VERIFYING ENTRIES IN DISPARATE DATABASESApril 2021March 2024Allow3540YesNo
17235391AUTOMATIC CONSISTENCY GROUP SCALE-OUT FOR ANY POINT IN TIME REPLICATION SYSTEMSApril 2021June 2024Allow3840YesNo
17234439SYSTEMS AND METHODS FOR CONFIGURING A POWER DISTRIBUTION UNITApril 2021September 2022Allow1710YesNo
17301126RULESET ENGINE FOR GENERATING HOMOGENEOUS DATA SETSMarch 2021December 2022Allow2010YesNo
17205877DATA SYNCHRONIZATION FOR CONTENT CONSUMED VIA A CLIENT APPLICATIONMarch 2021May 2023Allow2620YesNo
17183893INFORMATION PROVIDING SYSTEMFebruary 2021August 2022Abandon1810NoNo
17154733Method of Locating Points of Interest in a Geographic AreaJanuary 2021January 2023Allow2410YesNo
17261901A SYSTEM AND METHOD FOR GENERATING A COLLECTION OF APPROXIMATELY COORDINATED REGION MAPSJanuary 2021November 2023Allow3420NoYes
17141261Sharing Filesystems Between ContainersJanuary 2021August 2022Allow1920YesNo
17141911EFFICIENT DESERIALIZATION FROM STANDARDIZED DATA FILESJanuary 2021November 2022Allow2310NoNo
17140203REMOVAL OF TRANSACTION NOISEJanuary 2021November 2023Allow3540YesYes
17129120DATA MODEL AND DATA SERVICE FOR CONTENT MANAGEMENT SYSTEMDecember 2020March 2022Allow1510YesNo
17114377DATASET ANALYSIS AND DATASET ATTRIBUTE INFERENCING TO FORM COLLABORATIVE DATASETSDecember 2020October 2021Allow1100YesNo
17108115AUTOMATED MERGE OF DLT NETWORKSDecember 2020March 2022Allow1510YesNo
17054282SYSTEM AND METHOD FOR A DISTRIBUTED DATABASENovember 2020April 2023Allow3020YesNo
17088318DEDICATED REPLICATION CHANNELS FOR REPLICATING RECORDS BETWEEN REGIONSNovember 2020August 2024Allow4540YesNo
17072438SYSTEMS AND METHODS FOR MAINTAINING DATA QUALITY IN A DATA STORE RECEIVING BOTH LOW AND HIGH QUALITY DATAOctober 2020January 2023Allow2710YesNo
17035284DATABASE DISTRIBUTION TO AVOID CONTENTIONSeptember 2020February 2024Allow4020YesYes
17023525MAINTAINING CONSISTENCY OF ASYNCHRONOUS REPLICATIONSeptember 2020May 2022Allow2000YesNo
17023196Generating Location Based Photo Discovery SuggestionsSeptember 2020December 2022Allow2720YesNo
17012641DISTRIBUTED LEDGER TECHNOLOGY PLATFORMSeptember 2020January 2023Allow2830NoNo
17010008SYSTEMS AND METHODS FOR COLLECTING AND DISTRIBUTING DIGITAL EXPERIENCE INFORMATIONSeptember 2020December 2023Allow4060YesNo
17006974COMMUNICATION DEVICE AND COMMUNICATION SYSTEMAugust 2020December 2022Abandon2720NoNo
17007561EXECUTING TRANSACTIONS ON DISTRIBUTED DATABASESAugust 2020February 2023Allow2920YesNo
17000057INGESTION OF MASTER DATA FROM MULTIPLE APPLICATIONSAugust 2020December 2022Allow2820YesYes
16937140DATA SPACES FOR MULTI-TENANT COMPUTINGJuly 2020May 2022Allow2210NoNo
16933274MACHINE LEARNING SYSTEMS AND METHODS FOR DATA PLACEMENT IN DISTRIBUTED STORAGEJuly 2020January 2024Allow4210YesNo
16896656DATA FORMAT PREPARING DEVICE, EDGE SERVER, AND DATA FORMAT PREPARING METHODJune 2020August 2022Abandon2720NoNo
16871242HANDLING OF DATA ARCHIVING EVENTS IN A REPLICATION SYSTEMMay 2020May 2022Allow2410YesNo
16838844COMPUTER-BASED SYSTEMS FOR DYNAMIC NETWORK GRAPH GENERATION BASED ON AUTOMATED ENTITY AND/OR ACTIVITY RESOLUTION AND METHODS OF USE THEREOFApril 2020February 2022Allow2320YesNo
16834239DESERIALIZATION OF STREAM OBJECTS USING MULTIPLE DESERIALIZATION ALGORITHMSMarch 2020November 2022Allow3110YesNo
16731894MULTI-TABLE DATA VALIDATION TOOLDecember 2019January 2022Allow2520YesNo
16675985UNIFIED APPLICATION PROGRAMMING INTERFACE FOR TRANSFORMATION OF STRUCTURED DATANovember 2019August 2022Allow3320YesNo
16667470Resilient Distributed Garbage CollectionOctober 2019March 2022Allow2930YesNo
16547903Transferring Data Blocks Of An Ordered Data Structure For Efficient Task ExecutionAugust 2019December 2021Abandon2710NoNo
16517312STORING AND IDENTIFYING CONTENT THROUGH CONTENT DESCRIPTORS IN A HISTORIAN SYSTEMJuly 2019April 2023Allow4550YesNo
16375374SERVER-BASED CONVERSION OF AUTOPLAY CONTENT TO CLICK-TO-PLAY CONTENTApril 2019November 2021Allow3220YesNo
16292120DATASET ANALYSIS AND DATASET ATTRIBUTE INFERENCING TO FORM COLLABORATIVE DATASETSMarch 2019September 2020Allow1800NoNo
16281680CHARACTERIZING A PLACE BY FEATURES OF A USER VISITFebruary 2019May 2022Allow3830YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HTAY, LIN LIN M.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
15
Examiner Affirmed
8
(53.3%)
Examiner Reversed
7
(46.7%)
Reversal Percentile
68.1%
Higher than average

What This Means

With a 46.7% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
38
Allowed After Appeal Filing
13
(34.2%)
Not Allowed After Appeal Filing
25
(65.8%)
Filing Benefit Percentile
53.3%
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, 34.2% 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 show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.

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

Examiner HTAY, LIN LIN M - Prosecution Strategy Guide

Executive Summary

Examiner HTAY, LIN LIN M works in Art Unit 2153 and has examined 259 patent applications in our dataset. With an allowance rate of 77.2%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.

Allowance Patterns

Examiner HTAY, LIN LIN M's allowance rate of 77.2% places them in the 36% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by HTAY, LIN LIN M receive 2.88 office actions before reaching final disposition. This places the examiner in the 93% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by HTAY, LIN LIN M is 37 months. This places the examiner in the 14% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.

Interview Effectiveness

Conducting an examiner interview provides a +27.5% benefit to allowance rate for applications examined by HTAY, LIN LIN M. This interview benefit is in the 78% 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, 23.9% of applications are subsequently allowed. This success rate is in the 24% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 11.8% of cases where such amendments are filed. This entry rate is in the 6% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 53.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 44% 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 58.3% of appeals filed. This is in the 27% percentile among all examiners. Of these withdrawals, 42.9% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.

Petition Practice

When applicants file petitions regarding this examiner's actions, 96.3% are granted (fully or in part). This grant rate is in the 95% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 10% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 10% 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:

  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • 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.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.

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.