USPTO Examiner LIN ALLEN S - Art Unit 2153

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18668744Backing up a Load Control SystemMay 2024April 2025Allow1000YesNo
18535988WEB DOCUMENT ENHANCEMENTDecember 2023June 2025Allow1810YesNo
18330896GENERATIVE ARTIFICIAL INTELLIGENCE FOR GENERATING PREDICTED EFFECTS IN RESPONSE TO A SYNTHETIC STIMULUSJune 2023October 2024Allow1610YesNo
18331053METHOD AND SYSTEM TO IDENTIFY PATTERNS IN RESOURCE MANAGEMENT OPERATIONSJune 2023May 2025Abandon2410NoNo
18328376METHOD AND SYSTEM FOR IMPLEMENTING A FAST DATASET SEARCH USING A COMPRESSED REPRESENTATION OF A PLURALITY OF DATASETSJune 2023January 2024Allow700YesNo
18311733PERFORMING UNITARY ITERATION AND INDEXED OPERATIONSMay 2023September 2024Allow1610YesNo
18130419SYSTEM AND TECHNIQUES FOR TRAVERSING A DEPENDENCY GRAPH OR TREE STRUCTURE IN ONE STEPApril 2023February 2025Allow2320YesNo
18115764METHOD AND APPARATUS FOR IMPROVING GENERATION OF COMPUTERIZED GROUPINGSFebruary 2023September 2023Allow700YesNo
18109133VIRTUAL RESEARCH PLATFORMFebruary 2023November 2024Allow2120YesNo
18097875TERMINAL AND METHOD FOR STORING AND PARSING LOG DATAJanuary 2023February 2025Allow2520YesNo
18097960SQL Primitives for Hyperscale Python Machine Learning Model OrchestrationJanuary 2023October 2024Allow2120YesYes
18090774METHOD AND SYSTEM FOR PROCESSING A DOCUMENT AND VALIDATING DATA INTEGRITY AND RELIABILITY OF DOCUMENT PROCESSING RESULTSDecember 2022February 2025Allow2660YesNo
17978193INPUT VALIDATION USING MATHEMATICAL EXPRESSIONSOctober 2022February 2024Allow1510YesNo
17972050USING CONTENT IDENTIFICATION AS CONTEXT FOR SEARCHOctober 2022November 2023Allow1320NoNo
17963098Backing up a Load Control SystemOctober 2022April 2023Allow600YesNo
17933761SHARING OF UNSTRUCTURED DATA IN STAGESSeptember 2022June 2025Abandon3250NoNo
17901628COMMUNITY GENERATION BASED ON A COMMON SET OF ATTRIBUTESSeptember 2022October 2024Allow2620YesYes
17892794EVOLUTION OF COMMUNITIES DERIVED FROM ACCESS PATTERNSAugust 2022April 2025Allow3130YesNo
17817806BUILDING AND USING A SPARSE TIME SERIES DATABASE (TSDB)August 2022August 2024Allow2420YesNo
17874751ANOMALY AND OUTLIER EXPLANATION GENERATION FOR DATA INGESTED TO A DATA INTAKE AND QUERY SYSTEMJuly 2022February 2024Allow1920YesNo
17872655CLUSTER AWARE RESTORESJuly 2022June 2025Abandon3440NoNo
17851513SYSTEMS AND METHODS FOR DOCUMENT ANALYSIS TO PRODUCE, CONSUME AND ANALYZE CONTENT-BY-EXAMPLE LOGS FOR DOCUMENTSJune 2022June 2024Allow2420YesNo
17851546METHOD TO TRACK AND CLONE DATA ARTIFACTS ASSOCIATED WITH DISTRIBUTED DATA PROCESSING PIPELINESJune 2022February 2025Allow3230YesNo
17842444BROWSER-BASED AGGREGATIONJune 2022November 2024Allow2940YesYes
17830120WEB DOCUMENT ENHANCEMENTJune 2022October 2023Allow1720YesNo
17745781VIRTUAL RESEARCH PLATFORMMay 2022October 2022Allow500YesNo
17663367Information Extraction for Unstructured Text DocumentsMay 2022March 2025Allow3440YesNo
17732373FILE SYSTEMApril 2022July 2024Abandon2610NoNo
17731073MULTI-PHASE FILE RECOVERY FROM CLOUD ENVIRONMENTSApril 2022November 2023Allow1910YesNo
17658133SYSTEMS AND METHODS FOR RACE FREE AND EFFICIENT SEGMENT CLEANING IN A LOG STRUCTURED FILE SYSTEM USING A B+ TREE METADATA STOREApril 2022November 2024Abandon3120NoNo
17711608Constraint Data StatisticsApril 2022April 2023Allow1210YesNo
17703085BLOCKCHAIN DATA ARCHIVING METHOD, APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUMMarch 2022May 2024Allow2610YesNo
17532040SYSTEM AND METHOD FOR DISTRIBUTED, CO-LOCATED, AND SELF-ORGANIZING DATA STORAGE AND CLUSTER COMPUTATION FRAMEWORK FOR BATCH ALGORITHMS ON BIG DATASETSNovember 2021February 2024Abandon2720YesNo
17528607METHOD AND SYSTEM FOR IMPLEMENTING A FAST DATASET SEARCH USING A COMPRESSED REPRESENTATION OF A PLURALITY OF DATASETSNovember 2021March 2023Allow1610YesNo
17524431FAULT TOLERANT SYSTEM FOR TRANSMITTING DISTRIBUTED DATA AND DYNAMIC RESOURCE ADJUSTMENT METHOD THEREOFNovember 2021August 2024Abandon3310NoNo
17452331TRANSPORT OF MASTER DATA DEPENDENT CUSTOMIZATIONSOctober 2021September 2024Allow3520YesNo
17506315DATA CLUSTERING USING ANALYSIS OF MULTIPLE ENCODING TECHNIQUESOctober 2021November 2023Allow2520YesNo
17504173MODIFYING QUERY IN DISCOURSE CONTEXTOctober 2021July 2024Allow3350YesNo
17493131GENERATING AND CONTROLLING AN ELASTICALLY SCALABLE STAMP DATA STRUCTURE FOR STORING DATAOctober 2021June 2023Allow2120YesYes
17493450MULTI-CHANNEL SPATIAL POSITIONING SYSTEMOctober 2021June 2025Allow4430YesNo
17448882Database Index ModificationSeptember 2021February 2023Allow1620YesNo
17448489SEARCH ARCHITECTURE FOR HIERARCHICAL DATA USING METADATA DEFINED RELATIONSHIPSSeptember 2021April 2024Allow3120YesYes
17401222QUERY-AS-A-SERVICE SYSTEM THAT PROVIDES QUERY-RESULT DATA TO REMOTE CLIENTSAugust 2021June 2023Allow2220YesNo
17394800Method for Querying Long-Form SpeechAugust 2021August 2023Allow2520YesNo
17444173LOAD BALANCING, FAILOVER, AND RELIABLE DELIVERY OF DATA IN A DATA INTAKE AND QUERY SYSTEMJuly 2021June 2023Allow2320YesNo
17389630DATA STORAGE USING VECTORS OF VECTORSJuly 2021August 2023Allow2520YesNo
17389525DATA STORAGE USING VECTORS OF VECTORSJuly 2021August 2023Allow2520YesNo
17390627SYSTEMS AND METHODS OF DISTRIBUTED PROCESSINGJuly 2021June 2023Allow2320YesYes
17443341MAPPING OF HETEROGENEOUS DATA AS MATCHING FIELDSJuly 2021May 2024Allow3440YesNo
17367791Blockchain Generation Apparatus, Blockchain Verification Apparatus, and ProgramJuly 2021March 2023Allow2020YesNo
17348097REDUCING DATA LOSS IN REMOTE DATABASESJune 2021January 2023Allow1910YesNo
17344483HIERARCHICAL STRUCTURED DATA ORGANIZATION SYSTEMJune 2021August 2023Abandon2620NoNo
17325105SEAMLESS MIGRATION OF STUBS AND DATA BETWEEN DIFFERENT FILER TYPESMay 2021July 2023Abandon2620NoNo
17232821AGGREGATION OPERATOR OPTIMIZATION DURING QUERY RUNTIMEApril 2021April 2022Allow1230YesNo
17181092MANAGING DATA HIDDEN BY USERSPACE FILESYSTEMFebruary 2021October 2022Allow2010YesNo
17163220INTELLIGENT SEARCH-TIME DETERMINATION AND USAGE OF FIELDS EXTRACTED AT INDEX-TIMEJanuary 2021March 2024Allow3740YesNo
17143424MEDIUM FOR REVISIONJanuary 2021June 2023Abandon2920NoNo
17142871GRAPH-BASED DATA PRIVACY COMPLIANCE SOLUTIONJanuary 2021May 2024Allow4040YesNo
17131941SELECTIVITY COMPUTATION FOR FILTERING BASED ON METADATADecember 2020June 2023Allow2930YesNo
17126822RECOMMENDING DOMAINS FROM FREE TEXTDecember 2020April 2025Allow5260YesYes
17104005EFFICIENT SPATIAL INDEXINGNovember 2020January 2023Allow2620YesNo
17077207SIGNALING AND RESOLUTION MODEL FOR MULTI-LEVEL SESSION-BASED DESCRIPTION DESCRIPTORSOctober 2020September 2023Allow3540YesNo
17072366NOVEL, HIERARCHICAL AND SEMANTIC KNOWLEDGE STORAGE AND QUERY SOLUTION BASED ON INVERTED INDEXESOctober 2020December 2022Abandon2610NoNo
17071074CANONICAL MODEL FOR PRODUCT DEVELOPMENTOctober 2020January 2023Allow2710YesNo
16976368PERFORMING UNITARY ITERATION AND INDEXED OPERATIONSAugust 2020January 2023Allow2920YesNo
16992096INTERACTIVE CONTINUOUS IN-DEVICE TRANSACTION PROCESSING USING KEY-VALUE (KV) SOLID STATE DRIVES (SSDS)August 2020October 2023Abandon3840YesNo
16968968NETWORK DATA GENERATOR, NETWORK DATA GENERATION METHOD, AND PROGRAMAugust 2020October 2023Allow3820NoNo
16939750FRAMEWORK FOR PROVIDING INTERMEDIATE AGGREGATION OPERATORS IN A QUERY PLANJuly 2020December 2022Allow2860YesNo
16917468KNOWLEDGE-INTENSIVE DATA PROCESSING SYSTEMJune 2020April 2022Allow2210YesNo
16915830DIFFERENT TYPES OF INDEX STRUCTURES FOR STORING DATABASE DATA IN A REPLICA GROUPJune 2020August 2024Allow5060YesNo
16956482METHOD FOR REDUCING THE COMPUTING TIME OF A DATA PROCESSING UNITJune 2020November 2023Allow4140YesNo
16905813TECHNIQUES FOR GENERATING A CONSISTENT VIEW OF AN EVENTUALLY CONSISTENT DATABASEJune 2020September 2024Allow5160YesNo
16893658SYSTEM FOR IMPLEMENTING COGNITIVE SELF-HEALING IN KNOWLEDGE-BASED DEEP LEARNING MODELSJune 2020March 2022Allow2110YesNo
16882593MULTI-NODE STORAGE SYSTEM AND METHOD DATA DE-DUPLICATION METHOD FOR THE SAMEMay 2020January 2024Allow4340YesNo
16879629AMENDMENTS FOR TRANSACTIONAL INDEXMay 2020August 2023Allow3940YesNo
16875155OPTIMIZING INCREMENTAL BACKUP FOR CLIENTS IN A DEDUPE CLUSTER TO PROVIDE FASTER BACKUP WINDOWS WITH HIGH DEDUPE AND MINIMAL OVERHEADMay 2020August 2022Allow2720YesNo
16857817PIPELINE LEVEL OPTIMIZATION OF AGGREGATION OPERATORS IN A QUERY PLAN DURING RUNTIMEApril 2020January 2021Allow920YesNo
16805434GARBAGE COLLECTION ASSISTED DEDUPLICATION IN A LOG STRUCTURED FILE SYSTEMFebruary 2020March 2022Allow2410YesNo
16799292Image and Text Data Hierarchical ClassifiersFebruary 2020July 2023Allow4040YesYes
16779460ANOMALY AND OUTLIER EXPLANATION GENERATION FOR DATA INGESTED TO A DATA INTAKE AND QUERY SYSTEMJanuary 2020February 2022Allow2510YesNo
16779321Updating a Multi-Tenant Database Concurrent with Tenant CloningJanuary 2020April 2023Allow3840YesNo
16733553COGNITIVE SYNCHRONIZATION OF DIGITAL FILESJanuary 2020April 2022Allow2810YesNo
16719887SYSTEM AND METHOD FOR ACTING ON POTENTIALLY INCOMPLETE DATADecember 2019July 2022Abandon3110NoNo
16716993Method for physical system anomaly detectionDecember 2019May 2024Allow5340YesNo
16696978VIRTUAL RESEARCH PLATFORMNovember 2019January 2022Allow2610YesNo
16693309SYSTEM AND METHOD FOR CONCEPTS CACHING USING A DEEP-CONTENT-CLASSIFICATION (DCC) SYSTEMNovember 2019July 2023Abandon4340YesNo
16687305AGRICULTURAL SPATIAL DATA PROCESSING SYSTEMS AND METHODSNovember 2019October 2023Allow4750YesNo
16590050IDENTIFYING DYNAMIC AUDIENCES BASED ON USER INTERESTSOctober 2019March 2022Allow3070YesNo
16588767PREDICTING SEARCH INTENTSeptember 2019June 2023Abandon4420YesNo
16535239METHOD AND APPARATUS FOR IMPROVING GENERATION OF COMPUTERIZED GROUPINGSAugust 2019October 2022Allow3810YesNo
16520632AUTOMATED ANOMALY PRECURSOR DETECTIONJuly 2019June 2023Abandon4720YesNo
16444618Community Question Answering-Based Article Recommendation Method, System, and User DeviceJune 2019October 2023Abandon5220NoNo
16403218SYSTEM AND METHOD FOR OFFSET-BASED DEDUPLICATIONMay 2019December 2020Allow1920YesNo
16391900DATA STORAGE USING VECTORS OF VECTORSApril 2019July 2021Allow2710YesNo
16297527COMMUNITY GENERATION BASED ON A COMMON SET OF ATTRIBUTESMarch 2019May 2022Allow3820YesNo
16297521EVOLUTION OF COMMUNITIES DERIVED FROM ACCESS PATTERNSMarch 2019April 2022Allow3720YesNo
16293109SOCIAL MEDIA ACCOUNT FILTERING METHOD AND APPARATUSMarch 2019April 2022Allow3720YesNo
16257457METHODS AND SYSTEMS FOR EVENT BASED TAGGING OF METADATAJanuary 2019May 2024Allow6080YesNo
16257405METHOD FOR THE DEPLOYMENT OF SCHEMA CHANGES IN SYSTEMS INVOLVING A DATABASE AND COMPUTER SYSTEMJanuary 2019January 2022Allow3640YesNo
16257458METHOD AND SYSTEM FOR DATA HANDLINGJanuary 2019April 2023Allow5040YesNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
12
Examiner Affirmed
5
(41.7%)
Examiner Reversed
7
(58.3%)
Reversal Percentile
82.6%
Higher than average

What This Means

With a 58.3% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.

Strategic Value of Filing an Appeal

Total Appeal Filings
26
Allowed After Appeal Filing
15
(57.7%)
Not Allowed After Appeal Filing
11
(42.3%)
Filing Benefit Percentile
86.9%
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, 57.7% 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 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 LIN, ALLEN S - Prosecution Strategy Guide

Executive Summary

Examiner LIN, ALLEN S works in Art Unit 2153 and has examined 222 patent applications in our dataset. With an allowance rate of 69.4%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 38 months.

Allowance Patterns

Examiner LIN, ALLEN S's allowance rate of 69.4% places them in the 24% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by LIN, ALLEN S receive 3.28 office actions before reaching final disposition. This places the examiner in the 98% 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 LIN, ALLEN S is 38 months. This places the examiner in the 12% 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 +61.9% benefit to allowance rate for applications examined by LIN, ALLEN S. This interview benefit is in the 98% 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, 22.2% of applications are subsequently allowed. This success rate is in the 19% 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 8.0% of cases where such amendments are filed. This entry rate is in the 3% 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, 44.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 38% 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 62.5% of appeals filed. This is in the 35% percentile among all examiners. Of these withdrawals, 25.0% 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, 54.5% are granted (fully or in part). This grant rate is in the 68% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.

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:

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • 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.