USPTO Examiner YEN SYLING - Art Unit 2166

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18971533METHOD, APPARATUS, ELECTRONIC DEVICE, AND MEDIUM FOR PROCESSING DATABASE QUERYDecember 2024January 2026Allow1320YesNo
18958789DATA PROCESSING METHOD AND APPARATUS FOR COLUMNAR STORAGE DATA WAREHOUSENovember 2024April 2025Allow510NoNo
18946069SYSTEMS AND METHODS FOR COLD-START RECOMMENDATION USING LARGESCALE GRAPH MODELSNovember 2024November 2025Allow1210YesNo
18938570Identification Of Primary And Foreign KeysNovember 2024November 2025Allow1211NoNo
18928683UNIFIED EXPERIENCE FOR OBSERVABILITY OF A CLOUD-NATIVE CELLULAR NETWORK FROM A NETWORK OPERATIONS CENTEROctober 2024October 2025Allow1210YesNo
18819649BUILD-SIDE SKEW HANDLING FOR HASH-PARTITIONING HASH JOINS IN DISTRIBUTED DATABASE QUERY EXECUTIONAugust 2024March 2026Allow1920NoNo
18817669TABLE SCAN PREDICATE WITH INTEGRATED SEMI-JOIN FILTERAugust 2024February 2026Allow1820YesNo
18814465MOBILE COLLECTION OF SENSITIVE INFORMATION INCLUDING TRACKING SYSTEM AND METHODAugust 2024November 2025Allow1510NoNo
18787847SYSTEMS AND METHODS FOR IN-PLACE RECORDS MANAGEMENT AND CONTENT LIFECYCLE MANAGEMENTJuly 2024August 2025Allow1310YesNo
18787300ADAPTIVE DATA PROTECTION FOR A MULTI-NODE DATA CLUSTERJuly 2024December 2025Allow1610NoNo
18785760PROCESSING FOR SPAM DETECTION OF UNTRUSTED DOMAINSJuly 2024August 2025Allow1310YesNo
18770623Optimizing File Storage in Data Lake TablesJuly 2024July 2025Allow1310NoNo
18763745DATA VERIFICATION IN A DISTRIBUTED DATA PROCESSING SYSTEMJuly 2024January 2026Allow1920NoNo
18753859CONSTRUCTING BATCHES WITH DATALOADER WORKERS WITH DISJOINT SHARD DOWNLOADSJune 2024June 2025Allow1110NoNo
18742462RULE BASED METADATA PARTITIONINGJune 2024March 2026Allow2120YesNo
18658800INFERRING GRAPH MODEL FROM DATA IN LAKEMay 2024September 2025Allow1710NoNo
18653915METHOD FOR PERFORMING GARBAGE COLLECTION MANAGEMENT OF MEMORY DEVICE WITH AID OF BLOCK CLASSIFICATION, MEMORY CONTROLLER, MEMORY DEVICE AND ELECTRONIC DEVICEMay 2024May 2025Allow1210NoNo
18644323BUILD-SIDE SKEW HANDLING FOR JOIN OPERATIONSApril 2024November 2025Allow1920NoNo
18632608BIAS SCORING OF MACHINE LEARNING PROJECT DATAApril 2024October 2025Allow1830NoNo
18626658DATABASE SYSTEM WITH REPLICATION BASED STORAGE AND REDUNDANCY CODING BASED STORAGEApril 2024March 2025Allow1120YesNo
18594180CENTRALIZED DATA BACKUP PLATFORM SUPPORTING MULTIPLE DATA ENVIRONMENTSMarch 2024November 2024Allow810NoNo
18591553METHODS AND TECHNIQUES FOR ADAPTIVE SEARCHFebruary 2024April 2025Allow1310YesNo
18418278FULL FEATURE OBJECT IDENTITY QUERY ENGINEJanuary 2024August 2025Allow1930YesNo
18405348KEYWORD IDENTIFICATION FOR INCREASING WEB TRAFFICJanuary 2024September 2025Allow2020NoNo
18545398DATA FLOW OPTIMIZATION SYSTEM AND METHODDecember 2023May 2025Abandon1710NoNo
18541867Apparatus and Techniques for Contextual Search of a Storage SystemDecember 2023May 2025Abandon1720YesNo
18499058Method and System for Transparent Database Query CachingOctober 2023March 2025Allow1720NoNo
18498890SUB-SYSTEM IRREGULARITY CORRECTION USING ARTIFICIAL INTELLIGENCEOctober 2023January 2025Allow1510YesNo
18482716DATABASE SEARCH QUERY ENHANCEROctober 2023May 2025Allow2030YesNo
18372978Computer Model Machine Learning Based on Correlations of Training Data with Performance TrendsSeptember 2023May 2025Abandon2020YesYes
18454193GENERATING A VENN DIAGRAM USING A COLUMNAR DATABASE MANAGEMENT SYSTEMAugust 2023May 2025Allow2130YesNo
18236440Asynchronous Predictive Caching Of Content Listed In Search ResultsAugust 2023September 2025Allow2530YesNo
18453412AUTOMATED FEATURE ENGINEERING FOR MULTIDIMENSIONAL DATAAugust 2023September 2025Allow2530YesNo
18230463METHOD AND SYSTEM FOR AUTOMATIC MANAGEMENT OF CRITICAL COMPUTING METRICSAugust 2023December 2024Allow1610NoNo
18364915Search and Query in Computer-Based Reasoning SystemsAugust 2023November 2024Allow1620NoNo
18358212SYSTEMS AND METHODS FOR PROCESSING TIMESERIES DATAJuly 2023January 2026Allow3030YesNo
18358253SYSTEMS AND METHODS FOR PROCESSING TIMESERIES DATAJuly 2023June 2025Allow2320YesNo
18358238SYSTEMS AND METHODS FOR PROCESSING TIMESERIES DATAJuly 2023February 2026Allow3130YesNo
18222870Anomaly Detection System and Method for Implementing a Data Regularity Check and Adaptive ThresholdingJuly 2023May 2025Allow2220YesNo
18272616INFORMATION PROCESSING DEVICE, CONTROL METHOD, AND STORAGE MEDIUMJuly 2023May 2025Abandon2220YesNo
18222998PARALLEL AND DISTRIBUTED QUERY ENGINE FOR FEDERATED SEARCHINGJuly 2023August 2024Allow1310NoNo
18220451REPRESENTATION AND MANAGEMENT OF INFRASTRUCTURE STATE OF A DISTRIBUTED DATABASE CLOUD SERVICEJuly 2023March 2025Allow2020YesNo
18220692MINIMIZING TRANSACTION COORDINATOR INTERACTIONS FOR DISTRIBUTED TRANSACTIONSJuly 2023August 2025Allow2530YesNo
18207740FILE ENRICHMENT FOR AUTOMATIC DATABASE UPDATEJune 2023January 2025Allow1920YesNo
18332462END-TO-END RESTARTABILITY OF CROSS-REGION REPLICATION USING A NEW REPLICATIONJune 2023February 2025Allow2020YesNo
18252997Computer Systems and Methods for a Guided QueryMay 2023October 2025Allow2940NoNo
18314071MANAGING AND CLASSIFYING ASSETS IN AN INFORMATION TECHNOLOGY ENVIRONMENT USING TAGSMay 2023September 2024Allow1621YesNo
18139300Federated Query OptimizationApril 2023May 2024Allow1310YesNo
18138343METHODS AND SYSTEM FOR MANAGING ACTIONS WITHIN AN ELECTRONIC DATA FILEApril 2023June 2025Allow2630YesNo
18302239SERVERLESS DATA INGESTION FOR TRANSFORMING AND DELIVERING DATA IN SYSTEM ENDPOINTSApril 2023March 2025Allow2320YesNo
18299973Combining User Feedback With an Automated Entity-Resolution Process Executed on a Computer SystemApril 2023August 2024Allow1620YesNo
18295216METHOD AND SYSTEM FOR ANALYTIC BASED CONNECTIONS AMONG USER TYPES IN AN ONLINE PLATFORMApril 2023October 2024Allow1920YesNo
18187569NATURAL LANGUAGE QUERY PROCESSINGMarch 2023March 2025Allow2320NoNo
18187647MULTI-TENANCY FOR LARGE SCALE DATA MANAGEMENTMarch 2023March 2025Allow2430YesNo
18183230SYSTEMS AND METHODS FOR SECURE CROSS-LEDGER RECORDATIONMarch 2023January 2025Allow2340YesNo
18172654BIAS SCORING OF MACHINE LEARNING PROJECT DATAFebruary 2023January 2024Allow1110NoNo
18170842DYNAMIC DATA QUERY ROUTING FOR MANAGING ACCESS TO DATASETS HAVING MULTIPLE VERSIONSFebruary 2023December 2024Allow2221YesNo
18170954METHOD AND SYSTEM FOR SECURE AND EFFICIENT FEDERATED DATA DEDUPLICATION IN A STORAGE AREA NETWORK (SAN) INFRASTRUCTUREFebruary 2023April 2024Allow1410NoNo
18106679INFORMATION MANAGEMENT APPARATUS, INFORMATION MANAGEMENT METHOD, AND RECORDING MEDIUMFebruary 2023January 2025Abandon2320NoNo
18165431ACCESSING BOTH REPLICATION BASED STORAGE AND REDUNDANCY CODING BASED STORAGE FOR QUERY EXECUTIONFebruary 2023January 2024Allow1110NoNo
18163110SYSTEMS AND METHODS FOR TRIANGULAR TIMESTAMP TRANSFORMATION IN COMPUTER MESSAGINGFebruary 2023June 2025Allow2910NoNo
18162616Dictionary Filtering and Evaluation in Columnar DatabasesJanuary 2023November 2024Allow2120YesNo
18162639UNHANDLED DATA PROTECTION FOR PROGRAMMATIC INPUT/OUTPUT ROUTING TO DATASETS WITH USER-DEFINED PARTITIONSJanuary 2023April 2024Allow1510YesNo
18104184SYSTEMS AND METHODS FOR COLD-START RECOMMENDATION USING LARGESCALE GRAPH MODELSJanuary 2023August 2024Allow1921YesNo
18162667LANGUAGE CONVERSION SYSTEMJanuary 2023October 2024Allow2120YesNo
18103374ALERT AND SUPPRESSION UPDATING IN A CLUSTER COMPUTING SYSTEMJanuary 2023August 2024Allow1920YesNo
18101391SYSTEMS AND METHODS FOR DETERMINING DATASET INTERSECTIONJanuary 2023August 2025Allow3050YesNo
18152090SYSTEMS AND METHODS FOR IN-PLACE RECORDS MANAGEMENT AND CONTENT LIFECYCLE MANAGEMENTJanuary 2023March 2024Allow1420NoNo
18080419Database Container OrchestratorDecember 2022October 2024Allow2230YesNo
18075403REPORT EDITING METHOD FOR SCADA SYSTEMDecember 2022January 2025Allow2530YesNo
18073464SYSTEMS AND METHODS FOR SPILLING DATA FOR HASH JOINSDecember 2022October 2023Allow1120YesNo
17980646CENTRALIZED DATA BACKUP PLATFORM SUPPORTING MULTIPLE DATA ENVIRONMENTSNovember 2022February 2024Allow1511NoNo
17976690DATA SECURITY IN REMOTE STORAGE SYSTEMS STORING DUPLICATE INSTANCES OF DATAOctober 2022April 2024Allow1720YesNo
18047872BUILD-SIDE SKEW HANDLING FOR HASH-PARTITIONING HASH JOINSOctober 2022February 2024Allow1630YesNo
17965438FILE-BASED ASYNCHRONOUS AND FAILSAFE EXECUTION IN CLOUDOctober 2022September 2025Abandon3520NoYes
17935905DATA VERIFICATION IN A DISTRIBUTED DATA PROCESSING SYSTEMSeptember 2022March 2024Allow1820YesNo
17952219Dynamic Code Generation Utility with Configurable Connections and VariablesSeptember 2022November 2023Allow1310NoNo
17950962USING A GRAPH OF REDIRECTS TO IDENTIFY MULTIPLE ADDRESSES REPRESENTING A COMMON WEB PAGESeptember 2022January 2025Abandon2740YesNo
17940069CONFIGURABLE APPROXIMATE SEARCH OF CHARACTER STRINGSSeptember 2022May 2024Allow2020NoNo
17870596RULES-BASED DATASET CLEANINGJuly 2022April 2025Allow3250YesNo
17858950SYSTEMS AND METHOD FOR PROCESSING TIMESERIES DATAJuly 2022September 2025Abandon3840YesNo
17857831COMPRESSION SERVICE USING FPGA COMPRESSIONJuly 2022January 2024Allow1920NoNo
17831124MOBILE COLLECTION OF SENSITIVE INFORMATION INCLUDING TRACKING SYSTEM AND METHODJune 2022March 2023Abandon1030YesNo
17831117ROWID DECODING: AN ALTERNATIVE TO DICTIONARY DECODINGJune 2022February 2024Allow2020YesNo
17826986EXTENDED SYNOPSIS PRUNING IN DATABASE MANAGEMENT SYSTEMSMay 2022October 2023Allow1720YesNo
17751296TABLE SCAN PREDICATE WITH INTEGRATED SEMI-JOIN FILTERMay 2022May 2024Allow2420NoNo
17663553Artificial Intelligence-Enabled Search for a Storage SystemMay 2022April 2024Abandon2320YesNo
17721599SYSTEMS AND METHODS FOR SPILLING DATA FOR HASH JOINSApril 2022November 2022Allow720YesNo
17720712PATENT SEARCH SYSTEM AND METHOD THEREOFApril 2022April 2024Abandon2410NoNo
17706768System and Method for Storing Data for, and Providing, Rapid Database Join Functions and Aggregation StatisticsMarch 2022May 2025Allow3820NoYes
17700157INPUT TABLE NORMALIZATION SYSTEMSMarch 2022December 2023Abandon2010YesNo
17697213ANOMALY DETECTIONMarch 2022August 2023Allow1730NoNo
17668605METHOD OF AND SYSTEM FOR ENHANCED LOCAL-DEVICE CONTENT DISCOVERYFebruary 2022June 2024Allow2850YesNo
17666869GENERATING A VENN DIAGRAM USING A COLUMNAR DATABASE MANAGEMENT SYSTEMFebruary 2022April 2023Allow1410YesNo
17586004METHODS AND TECHNIQUES FOR ADAPTIVE SEARCHJanuary 2022January 2025Abandon3540YesNo
17583059DYNAMIC FILTERING AND PRECISION ALTERATION OF QUERY RESPONSES RESPONSIVE TO REQUEST LOADJanuary 2022October 2023Allow2120YesNo
17580436TECHNOLOGIES FOR PROVIDING DYNAMIC PERSISTENCE OF DATA IN EDGE COMPUTINGJanuary 2022December 2024Abandon3440YesNo
17578980SYSTEMS AND METHODS FOR DETERMINING CONTEXT SWITCHING IN CONVERSATIONJanuary 2022April 2025Allow3950YesNo
17517482MEMBER ACTIVITY ACROSS CHANNELSNovember 2021June 2024Allow3240YesNo
17452814TRANSFORMATION OF PROPERTY-VALUE TABLE TO FACILITATE SEARCHOctober 2021June 2024Allow3230YesYes

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
71
Examiner Affirmed
48
(67.6%)
Examiner Reversed
23
(32.4%)
Reversal Percentile
48.8%
Lower than average

What This Means

With a 32.4% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage 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
148
Allowed After Appeal Filing
37
(25.0%)
Not Allowed After Appeal Filing
111
(75.0%)
Filing Benefit Percentile
34.3%
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, 25.0% 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 YEN, SYLING - Prosecution Strategy Guide

Executive Summary

Examiner YEN, SYLING works in Art Unit 2166 and has examined 805 patent applications in our dataset. With an allowance rate of 73.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 42 months.

Allowance Patterns

Examiner YEN, SYLING's allowance rate of 73.0% places them in the 37% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by YEN, SYLING receive 3.03 office actions before reaching final disposition. This places the examiner in the 87% 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 YEN, SYLING is 42 months. This places the examiner in the 18% 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 +34.9% benefit to allowance rate for applications examined by YEN, SYLING. This interview benefit is in the 83% 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, 25.6% of applications are subsequently allowed. This success rate is in the 41% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 17.6% of cases where such amendments are filed. This entry rate is in the 20% 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, 21.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 27% 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 57.5% of appeals filed. This is in the 31% percentile among all examiners. Of these withdrawals, 27.1% 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, 38.2% are granted (fully or in part). This grant rate is in the 27% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 9.4% of allowed cases (in the 93% 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 13% 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.
  • 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.