USPTO Examiner KO CHAE M - Art Unit 2114

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19010970MANAGING INTEGRATED CIRCUIT MEMORY CONTROLLER INTERRUPTSJanuary 2025March 2026Allow1400NoNo
18915433EXPLAINABILITY-DRIVEN CONTROL OF AN ALERT SUPPRESSION POLICYOctober 2024October 2025Allow1200NoNo
18902183COLLABORATIVE MULTILEVEL ERASURE CODING FOR MAXIMIZING DURABLITY AND PERFORMANCE OF STORAGE SYSTEMSSeptember 2024December 2024Allow300NoNo
18890128METHOD, RECORDING MEDIUM, AND APPARATUS FOR OUTPUTTING INFORMATION REGARDING PRINTING INTERRUPTIONSeptember 2024March 2026Allow1820NoNo
18824777OUTPUTTING LOGS FROM A LOGGING SYSTEMSeptember 2024October 2025Allow1400NoNo
18818692METHOD FOR FAULT-TOLERANT OPERATION OF A PROCESSING UNIT AND OF A PROCESSING ARRANGEMENT, CIRCUIT ARRANGEMENT, AND COMPUTING UNITAugust 2024January 2026Allow1710NoNo
18815375MANAGEMENT SYSTEM AND MANAGEMENT METHODAugust 2024December 2025Allow1510NoNo
18790436MEMORY SYSTEMS AND OPERATING METHODS THEREOF, READABLE STORAGE MEDIUMSJuly 2024January 2026Allow1710YesNo
18783150SYSTEMS AND METHODS FOR ESTIMATING LIFELONG DATA TRAFFIC OF A MEMORY DEVICEJuly 2024October 2025Allow1500NoNo
18729861GATEWAY DEVICE, ANALYSIS SYSTEM, AND ANALYSIS METHODJuly 2024March 2026Allow2010NoNo
18763753INGEST HEALTH MONITORING WITH FAILURE INDICATORJuly 2024April 2025Allow1010NoNo
18726315DYNAMIC STORAGE RESILIENCYJuly 2024July 2025Allow1300NoNo
18756166CONDITIONAL HIGH AVAILABILITY PEERING IN AN ALL-ACTIVE NEXT GENERATION FIREWALL (NGFW) CLUSTERJune 2024March 2026Allow2120NoNo
18733429SCALABLE ERROR ALERT THRESHOLDS BASED ON CONVERSION METRICS FOR DATA PROCESSING FLOWSJune 2024September 2025Allow1500NoNo
18733072VOLUME-EFFICIENT TELEMERTYJune 2024January 2026Allow2010YesNo
18673040POWER STATE FRAMEWORKMay 2024December 2025Allow1910NoNo
18670511EXCEPTION EVENT HANDLING IN FLASH MEMORY SYSTEMMay 2024July 2025Allow1300NoNo
18667716MEMORY SYSTEM, OPERATION METHOD OF MEMORY SYSTEM, AND MEMORY CONTROLLERMay 2024August 2025Allow1510NoNo
18665103SYSTEMS AND METHODS FOR AN ARTIFICIAL INTELLIGENCE-BASED APPLIANCE END-OF-LIFE CALCULATORMay 2024October 2025Allow1710NoNo
18708620MEDICAL IMAGING DEVICE FAULT HANDLINGMay 2024December 2025Allow2010NoNo
18647070VARIABLE-LENGTH LOCKED-RAID FOR CXL DEVICES WITH COMPRESSIONApril 2024July 2025Allow1410NoNo
18626826AUTOMATED REGIONAL FAILOVERApril 2024February 2025Allow1110YesNo
18626531SMOOTH METADATA PAGES STREAM TO RAID BLOCKS IN LOG STRUCTURED METADATA BASED STORAGE CLUSTERApril 2024July 2025Allow1500NoNo
18617078LOW OVERHEAD LOGGINGMarch 2024August 2025Allow1700NoNo
18615953HOLISTIC HEALTH CHECK FOR SERVICE RESILIENCYMarch 2024November 2025Allow2010NoNo
18612770ALLOCATING HARDWARE RESOURCES FOR VIRTUAL NETWORK FUNCTION DEPLOYMENT AT SITES BASED ON TEMPLATESMarch 2024March 2025Allow1220NoNo
18594913MECHANISM TO ENHANCE LINK BANDWIDTH IN INTERCONNECTSMarch 2024September 2025Allow1810YesNo
18584687SYSTEM AND METHOD FOR TRACING DATA STREAMED ACROSS DIFFERENT PLATFORMS AND IDENTIFYING DATA MANIPULATIONS PERFORMED ACROSS DIFFERENT PLATFORMSFebruary 2024June 2025Allow1600NoNo
18684987ENCODING METHOD BASED ON ERASURE CODE, AND DISTRIBUED SYSTEM, DEVICE AND STORAGE MEDIUMFebruary 2024December 2025Allow2210NoNo
18437707Memory Fault Recovery Method and System, and MemoryFebruary 2024March 2025Allow1400NoNo
18435170FAIL-OPEN OPERATION FOR DATA REPOSITORY INDICESFebruary 2024June 2025Allow1600NoNo
18426797SYSTEM AND METHOD FOR SECURE BACKUP AND RESTOREJanuary 2024July 2025Allow1810NoNo
18422126SYSTEMS AND METHODS FOR ACTIVE-PASSIVE CLUSTER CONFIGURATIONJanuary 2024May 2025Allow1500NoNo
18418022TIME VARIATION PROTECTION FOR SNAPSHOTSJanuary 2024February 2025Allow1310NoNo
18410150READ REQUEST RESPONSE FOR RECONSTRUCTED DATA IN A DEGRADED DRIVEJanuary 2024March 2025Allow1410NoNo
18405797WORKGROUP HIERARCHICAL CORE STRUCTURES FOR BUILDING REAL-TIME WORKGROUP SYSTEMSJanuary 2024April 2025Allow1520NoNo
18540990SYSTEMS, APPARATUSES, AND METHODS FOR ASSESSING RECOVERY VIABILITY OF BACKUP DATABASESDecember 2023January 2025Allow1310NoNo
18536931HETEROGENEOUS BIG DATA-COMPATIBLE GATEWAY AND ARTIFICIAL INTELLIGENCE DEEP LEARNING-BASED RISK DETECTION SYSTEMDecember 2023November 2025Abandon2410NoNo
18535510DATA PRESERVATION FOR NODE EVACUATION IN UNSTABLE NODES WITHIN A MESHDecember 2023January 2025Allow1410NoNo
18533870TECHNIQUES FOR AVOIDING AND REDUCING DATA UNAVAILABILITYDecember 2023February 2025Allow1410NoNo
18533541RECOVERY POINT OBJECTIVE VALIDATORDecember 2023October 2025Allow2210YesNo
18528209FIRMWARE REPAIR FOR THREE-DIMENSIONAL NAND MEMORYDecember 2023June 2025Allow1910NoNo
18523116DATA BACKUP AND RESTORE OPERATIONS IN RESPONSE TO ACCIDENTSNovember 2023August 2025Allow2120NoNo
18523435EFFICIENT AUTO RETENTION LOCK (ARL) POLICY IMPLEMENTATION DURING BACKUP JOB INITIATIONNovember 2023September 2025Allow2110NoNo
18519822RECOMMENDATIONS FOR REMEDIAL ACTIONSNovember 2023January 2025Allow1410YesNo
18518923METHOD FOR UPDATING RISK ANALYSIS PARAMETERS OF A TECHNICAL SYSTEMNovember 2023November 2025Allow2410NoNo
18510754Weighted Alternating Paths in Graphs for Quantum ComputingNovember 2023September 2024Allow1000NoNo
18560270APPARATUS, COMPUTER-READABLE MEDIUM, AND METHOD FOR INCREASING MEMORY ERROR HANDLING ACCURACYNovember 2023March 2026Abandon2830YesNo
18501329METADATA CONTROL IN A LOAD-BALANCED DISTRIBUTED STORAGE SYSTEMNovember 2023September 2024Allow1010NoNo
18478149USE OF CLUSTER-LEVEL REDUNDANCY WITHIN A CLUSTER OF A DISTRIBUTED STORAGE MANAGEMENT SYSTEM TO ADDRESS NODE-LEVEL ERRORSSeptember 2023August 2024Allow1010NoNo
18475132SELF-DISTRIBUTED MULTIMODAL DRIFT DETECTION AT THE EDGESeptember 2023April 2025Allow1900NoNo
18474341System and Method for Operating Distributed Computer SystemsSeptember 2023March 2025Allow1800NoNo
18472085STORAGE SYSTEMSeptember 2023April 2025Allow1910NoNo
18466728IDENTIFYING ROOT CAUSES OF NETWORK ANOMALIESSeptember 2023April 2025Allow1910NoNo
18462495COMMUNICATION MECHANISM TO EXTERNALIZE INFORMATION ABOUT EMBEDDED APPLIANCESSeptember 2023March 2025Allow1800NoNo
18238212NONVOLATILE MEMORY DEVICE, OPERATION METHOD OF A NONVOLATILE MEMORY DEVICE, AND OPERATION METHOD OF A CONTROLLERAugust 2023July 2025Allow2310NoNo
18454699OPERATION DEVICE AND INFORMATION PROCESSING DEVICEAugust 2023April 2025Allow2010NoNo
18453667TRAINING OF FORECASTING MODELS FOR TIME SERIES ANOMALY DETECTION APPLICATIONSAugust 2023August 2025Allow2320NoNo
18451908CONTROL DEVICE, CONTROL METHOD, AND STORAGE MEDIUMAugust 2023November 2025Allow2720YesNo
18449155AUTONOMOUS DATA SHARDING AND TOPOLOGY ALTERATIONS FOR DISASTER RECOVERY PREPARATIONAugust 2023January 2025Allow1700NoNo
18232303ENSEMBLE MODELS FOR ANOMALY DETECTIONAugust 2023April 2025Allow2010NoNo
18366095Log Data Generation Based On Performance Analysis Of A Storage SystemAugust 2023October 2024Allow1420YesNo
18356845CLIENT DATA LAYOUT RETENTION ACROSS SERVER DISRUPTIONJuly 2023December 2024Allow1700NoNo
18353096DYNAMIC POLICY CREATION AND ADHOC BACKUPS USING DATA CRITICALITYJuly 2023March 2025Allow2010YesNo
18351395System and method for securing resolution of a system alarmJuly 2023November 2024Allow1610NoNo
18219714Data storage device and method for performing error recoveryJuly 2023August 2025Allow2520NoNo
18334053LOAD BALANCING AND FAULT TOLERANT SERVICE IN A DISTRIBUTED DATA SYSTEMJune 2023March 2025Allow2110YesNo
18208879Machine-Learning Based Prioritization of Alert GroupingsJune 2023August 2024Allow1410YesNo
18318906MEMORY SYSTEMS AND CONTROLLERS FOR GENERATING A COMMAND ADDRESS AND METHODS OF OPERATING SAMEMay 2023October 2024Allow1700NoNo
18317671INTELLIGENT CONDITION MONITORING AND FAULT DIAGNOSTIC SYSTEM FOR PREVENTATIVE MAINTENANCEMay 2023March 2025Abandon2210NoNo
18141444GENERATION OF A MITIGATION EVALUATION REGARDING A SYSTEM ASPECT OF A SYSTEMApril 2023April 2024Allow1110NoNo
18141453Rebuilding an Encoded Data Slice Based on a Slice Integrity ValueApril 2023June 2025Abandon2620YesNo
18308174CONTINUOUS MANAGEABILITY OF KUBERNETES CLUSTERSApril 2023December 2024Allow2010NoNo
18307893SYSTEMS AND METHODS FOR FAULT-TOLERANT WITNESS SLEDSApril 2023December 2024Allow2010NoNo
18305700METHOD AND SYSTEM FOR PERFORMING CROSS PLATFORM RESTORATION OPERATIONSApril 2023August 2024Allow1500NoNo
18304583PRESERVING STORAGE EFFICIENCY DURING RESTORATION OF DATA FROM THE CLOUD TO A DATA STORAGE SYSTEMApril 2023June 2024Allow1400NoNo
18249793Health Check for Primary FailoverApril 2023July 2025Allow2700NoNo
18133864SNAPSHOT RANGE FILTERSApril 2023December 2024Allow2010NoNo
18295317AUTO-RECOVERY OF KNOWN APPLICATION/WORKFLOW FAILURESApril 2023December 2024Allow2010YesNo
18194665Data Rebuild Based On Solid State Memory CharacteristicsApril 2023November 2024Allow2010NoNo
18193523GENERATION OF AN ISSUE RESPONSE COMMUNICATIONS EVALUATION REGARDING A SYSTEM ASPECT OF A SYSTEMMarch 2023December 2023Allow820NoNo
18185620BIOS BACKUP/RECOVERY SYSTEMMarch 2023July 2024Allow1610NoNo
18186122METHOD AND DEVICE FOR DETERMINING COVERAGE IN HIL TESTING, AND STORAGE MEDIUMMarch 2023October 2024Allow1910NoNo
18120582COMMANDED JTAG TEST ACCESS PORT OPERATIONSMarch 2023July 2024Allow1600NoNo
18116541WORKGROUP HIERARCHICAL CORE STRUCTURES FOR BUILDING REAL-TIME WORKGROUP SYSTEMSMarch 2023August 2023Allow610NoNo
18112993Methods and Systems for Protecting and Restoring Virtual MachinesFebruary 2023November 2024Allow2110YesNo
18169621ERROR DETECTION, CORRECTION, AND MEDIA MANAGEMENT ON A MEMORY DEVICEFebruary 2023March 2025Allow2520NoNo
18162022SYSTEM AND METHOD FOR FAST DIAGNOSIS OF REGISTER OF LOCKSTEP MODULE OF SLOW CLOCK DOMAINJanuary 2023June 2024Allow1600NoNo
18160104Systems and Methods for Advanced High-Performance Logging and Debug InfrastructureJanuary 2023May 2024Allow1500NoNo
18157095COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND SYSTEMJanuary 2023September 2024Abandon2010NoNo
18151591METHOD FOR RESTORING BACKUP DATA AND ELECTRONIC DEVICE THEREFORJanuary 2023April 2024Allow1600NoNo
18148696METHODS AND SYSTEMS TO REDUCE LATENCY OF INPUT/OUTPUT (I/O) OPERATIONS DURING CREATION OF COMMON SNAPSHOTS BASED ON BATCHING OF SYNCHRONOUS REPLICATED DATASETS AT A PRIMARY STORAGE SYSTEM TO A CROSS-SITE SECONDARY STORAGE SYSTEMDecember 2022September 2024Allow2010NoNo
18090699METHOD AND APPARATUS OF MONITORING CONDITION AND CALCULATING REMAINING LIFE OF CENTRAL PROCESSING UNIT FOR TRANSPORTATION DEVICEDecember 2022July 2024Allow1910NoNo
18089135DEVICES, SYSTEMS, AND METHODS FOR INJECTING FABRICATED ERRORS INTO MACHINE CHECK ARCHITECTURESDecember 2022July 2024Allow1810NoNo
18146362ASSET REPLACEMENT OPTIMIZATION BASED ON PREDICTED RISK OF FAILUREDecember 2022August 2024Allow2010YesNo
18068152ERROR DETECTION SIGNALINGDecember 2022August 2024Allow1910NoNo
18079974FORECASTING SNAPSHOT SEASONALITYDecember 2022April 2024Allow1600NoNo
18075958SALVAGING BAD BLOCKS IN A MEMORY DEVICEDecember 2022February 2024Allow1410NoNo
18074329NETWORK VIRTUALIZATION POLICY MANAGEMENT SYSTEMDecember 2022December 2023Allow1210NoNo
18073080METADATA CONTROL IN A LOAD-BALANCED DISTRIBUTED STORAGE SYSTEMDecember 2022August 2023Allow810NoNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
11
Examiner Affirmed
9
(81.8%)
Examiner Reversed
2
(18.2%)
Reversal Percentile
29.8%
Lower than average

What This Means

With a 18.2% 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
21
Allowed After Appeal Filing
8
(38.1%)
Not Allowed After Appeal Filing
13
(61.9%)
Filing Benefit Percentile
62.8%
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, 38.1% 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 face challenges. Ensure your case has strong merit before committing to full Board review.

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

Examiner KO, CHAE M - Prosecution Strategy Guide

Executive Summary

Examiner KO, CHAE M works in Art Unit 2114 and has examined 741 patent applications in our dataset. With an allowance rate of 91.8%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 25 months.

Allowance Patterns

Examiner KO, CHAE M's allowance rate of 91.8% places them in the 77% 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 KO, CHAE M receive 1.22 office actions before reaching final disposition. This places the examiner in the 15% 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 KO, CHAE M is 25 months. This places the examiner in the 78% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +1.3% benefit to allowance rate for applications examined by KO, CHAE M. This interview benefit is in the 20% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 37.9% of applications are subsequently allowed. This success rate is in the 87% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 50.8% of cases where such amendments are filed. This entry rate is in the 77% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 57.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 48% 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 59.3% of appeals filed. This is in the 34% 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, 23.1% are granted (fully or in part). This grant rate is in the 12% 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 3.0% of allowed cases (in the 79% 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 9% 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:

  • Consider after-final amendments: This examiner frequently enters after-final amendments. If you can clearly overcome rejections with claim amendments, file an after-final amendment before resorting to an RCE.
  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.
  • 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.