USPTO Examiner GU SHAWN X - Art Unit 2138

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19041987ADJUSTED PROGRAMMING ASSOCIATED WITH READ ERRORSJanuary 2025March 2026Allow1400YesNo
18976474MEMORY PIPELINE CONTROL IN A HIERARCHICAL MEMORY SYSTEMDecember 2024January 2026Allow1300YesNo
18976182Lightweight GPU Memory AllocatorDecember 2024August 2025Allow910YesNo
18965828RESOURCE OBJECT PROCESSING METHOD, DEVICE, AND STORAGE MEDIUMDecember 2024May 2025Allow500NoNo
18929044Testing Replica Data Using Modifiable Cloned ImagesOctober 2024March 2026Allow1600NoNo
18928358METHOD, DEVICE, AND PROGRAM PRODUCT FOR COLLECTING OR SHOOTING MEMORY BULLETSOctober 2024January 2026Allow1500YesNo
18924736Stateful Application Persistency For Reclaimable Compute InstancesOctober 2024November 2025Allow1200YesNo
18913399CONTROLLER AND STORAGE DEVICEOctober 2024December 2025Allow1400YesNo
18897614DYNAMIC POWER LOSS PROTECTION ALLOCATION OF MANAGED FLASH STORAGE DEVICESSeptember 2024September 2025Allow1200YesNo
18892718END-TO-END QUALITY OF SERVICE MANAGEMENT FOR MEMORY DEVICESeptember 2024March 2026Allow1710YesNo
18886421Technique for Power Optimized Memory PoolsSeptember 2024March 2026Allow1710YesNo
18884821CACHE AWARE SEARCHINGSeptember 2024November 2025Allow1400YesNo
18815747METADATA COMPACTIONAugust 2024January 2026Allow1710YesNo
18811782STORAGE DEVICE AND METHOD OF OPERATING THE SAMEAugust 2024August 2025Allow1200YesNo
18795877HOST-PREFERRED MEMORY OPERATIONAugust 2024July 2025Allow1200YesNo
18777756DATA SAVING METHOD, DATA SAVING SYSTEM, AND NON-VOLATILE STORAGE MEDIUM RECORDING DATA SAVING PROGRAMJuly 2024March 2026Allow1910YesNo
18778251HYBRID MEMORYJuly 2024October 2025Allow1510YesNo
18778029COMPUTING SYSTEM AND METHOD FOR CONTROLLING STORAGE DEVICEJuly 2024July 2025Allow1200YesNo
18777491AUTOMATIC NFV SERVICE CHAIN FAILURE RECOVERY DUE TO COMPUTE NODE FAILURESJuly 2024June 2025Allow1100YesNo
18765381OPERATION METHOD OF ELECTRONIC DEVICEJuly 2024March 2026Allow2010YesNo
18726848METHOD AND DEVICE FOR STORING INFORMATION IN MOLECULEJuly 2024September 2025Allow1500YesNo
18721741Data Backup DeviceJune 2024November 2024Allow500YesNo
18737191HOST, MEMORY SYSTEM, AND OPERATION METHODS THEREOFJune 2024May 2025Allow1200NoNo
18736067DATA BACKUP SYSTEM AND METHOD FOR POINT IN TIME RECOVERYJune 2024January 2026Allow2010YesNo
18734556TIME-BASED VIRTUAL MACHINE REVERSIONJune 2024June 2025Allow1200NoNo
18731851DATA DRIVEN CACHING STRATEGYJune 2024November 2025Allow1810YesNo
18680736MEMORY SUB-SYSTEM SLOW PROGRAM DETECTIONMay 2024September 2025Allow1510YesNo
18675934RUNTIME STORAGE CAPACITY REDUCTION AVOIDANCE IN SEQUENTIALLY-WRITTEN MEMORY DEVICESMay 2024January 2025Allow800YesNo
18663020USB Timer BoardMay 2024December 2024Allow700YesNo
18655715METHOD AND APPARATUS FOR ADAPTIVELY MANAGING CACHE POOLMay 2024January 2025Allow800YesNo
18655422ADAPTIVE SCALING OF TOPICS IN A STATEFUL EVENT-DRIVEN PLATFORMMay 2024May 2025Allow1200NoNo
18641529METHODS FOR CACHE INSERTION USING GHOST LISTSApril 2024July 2025Allow1410YesNo
18638192INFORMATION PROCESSING DEVICEApril 2024July 2025Allow1510YesNo
18637709Stateful Application Persistency For Reclaimable Compute InstancesApril 2024September 2025Allow1700YesNo
18615267CIRCUIT HAVING START UP TRIMMINGMarch 2024June 2025Allow1400NoNo
18612318Dynamic Memory Reservations for Optimized and Efficient RAM LayoutMarch 2024August 2025Allow1700YesNo
18607858ELECTRONIC DEVICE ALLOCATING DATA IN PLURALITY OF CACHES USING CACHE ALLOCATION RANGE INFORMATIONMarch 2024September 2025Allow1810YesNo
18607948GARBAGE COLLECTION AND DATA COMPRESSION VIA A COMPUTATIONAL STORAGEMarch 2024December 2025Allow2110YesNo
18692192VIRTUAL MEMORY PAGING SYSTEM AND TRANSLATION LOOKASIDE BUFFER WITH PAGELETSMarch 2024October 2025Allow1910YesNo
18595061DYNAMIC BLOCK WRITE CACHE PASS-THROUGH MODEMarch 2024March 2025Allow1300NoNo
18591942ATOMIC WRITE OPERATIONSFebruary 2024September 2024Allow700YesNo
18588833SERVICE CLUSTER INSTANCE BACKUP AND RECOVERY METHODS AND RELATED DEVICESFebruary 2024May 2025Allow1500YesNo
18584181MEMORY PIPELINE CONTROL IN A HIERARCHICAL MEMORY SYSTEMFebruary 2024September 2024Allow600NoNo
18429801Transaction ID Accelerator for Efficient Garbage Collection of Old VersionsFebruary 2024March 2025Allow1300YesNo
18430079DATA INTEGRITY MONITORINGFebruary 2024May 2025Allow1600NoNo
18419809Scheduling Replication Based on Coordinated CheckpointsJanuary 2024October 2024Allow900NoNo
18418980Ticket Locks with Enhanced WaitingJanuary 2024November 2024Allow1000NoNo
18409321ELECTRONIC DEVICE AND COMPUTING SYSTEM INCLUDING SAMEJanuary 2024March 2024Allow200NoNo
18406586Just-In-Time Low Capacity DRAM Memory AllocationJanuary 2024August 2025Allow2010YesNo
18403652THREE-DIMENSIONAL MEMORY DEVICE AND METHOD FOR ENHANCED PAGE REGISTER RESETJanuary 2024November 2024Allow1110YesNo
18401442Data Backup DeviceDecember 2023September 2024Allow900YesNo
18399467MEMORY SYSTEM, OPERATION METHOD, AND ELECTRONIC APPARATUSDecember 2023March 2026Allow2630YesNo
18399586METHOD AND APPARATUS FOR DETERMINING DATA STORAGE BIT WIDTH, AND METHOD FOR STORING INDEX DATADecember 2023August 2025Allow2020NoNo
18522726END-TO-END QUALITY OF SERVICE MANAGEMENT FOR MEMORY DEVICENovember 2023June 2024Allow700YesNo
18522430HORIZONTAL SCALING OF VERSION CACHES IN A DISTRIBUTED HIGH-CONCURRENCY MULTI-USER ENVIRONMENTNovember 2023August 2025Allow2010YesNo
18507348KEY-VALUE CACHING METHOD AND APPARATUS FOR EVENT-DRIVEN SYSTEM OPERATION ON GEO-DISTRIBUTED INFRASTRUCTURENovember 2023May 2025Allow1810NoNo
18506267IDENTIFYING SLACKS DURING BACKUP GENERATION FOR ANOMALY DETECTIONNovember 2023February 2025Allow1500YesNo
18505661OPPORTUNISTIC STORAGE OF NON-WRITE-BOOSTED DATA IN WRITE BOOSTER CACHE MEMORYNovember 2023April 2025Allow1700NoNo
18505272MAPPING STORAGE OBJECTS TO STORAGE CONTROLLERS USING DIGITAL TWINSNovember 2023March 2025Allow1600NoNo
18504966METHOD AND APPARATUS FOR ADAPTIVELY MANAGING CACHE POOLNovember 2023February 2024Allow300YesNo
18495931RECOVERY OF DATA ASSOCIATED WITH A LOCKED SNAPSHOT VIA VOLUME CLONING FUNCTIONALITYOctober 2023July 2025Allow2000YesNo
18383854TIME BOUND PARTIAL FORMAT OPERATION IN A STORAGE DEVICEOctober 2023December 2024Allow1400YesNo
18377666DATA STORAGE DEVICE SORTING ACCESS COMMANDS BASED ON PERFORMANCE AND OFF-TRACK MITIGATION OPTIMIZATIONOctober 2023November 2024Allow1300YesNo
18480832AGGREGATION OF MULTIPLE MEMORY MODULES FOR A SYSTEM-ON-CHIPOctober 2023June 2025Allow2110NoNo
18477625ACCESS REQUESTS TO LOCAL STORAGE CIRCUITRYSeptember 2023June 2025Allow2010NoNo
18472642HOST MANAGEMENT OF FLASH MEMORY WITH SHARED WRITE BUFFERSeptember 2023September 2025Allow2420YesNo
18283194METHOD OF RESTORING DATA AND MEMORY OF PERFORMING THE SAMESeptember 2023April 2025Allow1910NoNo
18467901PROCESSOR AND OPERATING METHOD FOR A HOMOGENEOUS DUAL COMPUTING SYSTEMSeptember 2023December 2024Allow1500NoNo
18467193PRIORITIZED POLLING MECHANISM FOR EFFICIENTLY MANAGING DISTRIBUTED QUEUES IN CONTENT CREATION PIPELINESSeptember 2023February 2026Allow2900YesNo
18243493SHARED MEMORY FOR INTELLIGENT NETWORK INTERFACE CARDSSeptember 2023September 2024Allow1210NoNo
18243469METHOD OF CONTEXTUAL ANNOTATION BASED ON THIRD-PARTY APPLICATION PROGRAMMING INTERFACESSeptember 2023March 2026Allow3010NoNo
18455668ACCELERATOR MODULE AND COMPUTING SYSTEM INCLUDING THE SAMEAugust 2023December 2024Allow1600NoNo
18237806STORAGE DEVICE INCLUDING NONVOLATILE MEMORY DEVICE AND OPERATING METHOD OF STORAGE DEVICEAugust 2023September 2024Allow1300YesNo
18449935MEMORY DEVICE AND MEMORY SYSTEMAugust 2023February 2025Allow1810YesNo
18232310HOST-INDEPENDENT DISK OPTIMIZATION AND DATA OPERATIONS FOR USB-BASED STORAGE DEVICESAugust 2023March 2025Allow1910YesNo
18362144Orchestrating Coordinated Snapshots Across Distinct Storage EnvironmentsJuly 2023February 2025Allow1910NoNo
18361852OUT-OF-BAND SUPPORT FOR SOFTWARE REDUNDANT ARRAY OF INDEPENDENT DISKSJuly 2023June 2025Allow2320YesNo
18263282MULTI-LAYERED DATA CENTER CAPACITY FORECASTING SYSTEMJuly 2023March 2026Allow3110YesNo
18353830Request Ordering in a CacheJuly 2023September 2024Allow1410YesNo
18352757Function as a Service Fusion DeploymentJuly 2023November 2025Allow2900NoNo
18349651I/O MODULATION SCHEME FOR ULTRA-HIGH DATA THROUGHPUT WITH MASSIVE NAND PARALLELISMJuly 2023May 2025Allow2210YesNo
18215718DYNAMIC PROCESSING OF STORAGE COMMAND BASED ON INTERNAL OPERATIONS OF STORAGE SYSTEMJune 2023August 2024Allow1310YesNo
18340057INTELLIGENT POWER LOSS PROTECTION ALLOCATIONJune 2023June 2024Allow1200YesNo
18268266USB Timer BoardJune 2023January 2024Allow700YesNo
18336316DATA STORAGE DEVICE AND METHOD FOR REWRITING PARAMETERS THEREOFJune 2023March 2024Allow900YesNo
18206082METHODS AND APPARATUS FOR PROVIDING A LOW-POWER MEMORY BLOCK USING A PAIR OF NVM CELLSJune 2023July 2024Allow1300YesNo
18329341Latency Reduction Of Flash-Based Devices Using Programming InterruptsJune 2023April 2025Allow2330YesNo
18324467Creating A Modifiable Cloned Image Of A DatasetMay 2023June 2024Allow1310YesNo
18198762SYSTEMS AND METHODS FOR CLIENT-SERVER CONNECTION ABSTRACTION IN A SERVER COMPUTING ENVIRONMENTMay 2023June 2024Allow1300YesNo
18318510SWITCHING OF REPLICATION RELATIONSHIP BETWEEN STORAGE SYSTEMSMay 2023August 2024Allow1500NoNo
18197456STORAGE DEVICE AND ELECTRONIC DEVICE INCLUDING THE SAMEMay 2023September 2024Allow1610YesNo
18315718SWTICHING CONTROLLER, STORAGE DEVICE AND COMPUTING SYSTEM FOR IMPROVING DIFFERENCE OF ACCESS LATENCY BETWEEN MEMORIESMay 2023February 2025Allow2110YesNo
18313239CACHE AWARE SEARCHING BASED ON FILES OF BUCKETSMay 2023May 2024Allow1300NoNo
18138378COMPUTING SYSTEM AND METHOD FOR CONTROLLING STORAGE DEVICEApril 2023April 2024Allow1210NoNo
18134408STORAGE DEVICEApril 2023July 2024Allow1500NoNo
18298484Universal Flash Storage Read Throughput EnhancementsApril 2023September 2024Allow1700NoNo
18298429INTRA-BACKUP ANOMALOUS OBJECT MANAGEMENT AND POST-BACKUP EXCLUSION RULE CREATIONApril 2023November 2024Allow1910NoNo
18296727POLYMORPHIC COMPUTING ARCHITECTURE FOR COMPUTATIONAL STORAGEApril 2023January 2025Allow2210YesNo
18194983Preventing Applications From Overconsuming Shared Storage ResourcesApril 2023August 2024Allow1710YesNo
18129559COHERENT MEMORY ACCESSMarch 2023October 2024Allow1810YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner GU, SHAWN X.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
4
Examiner Affirmed
3
(75.0%)
Examiner Reversed
1
(25.0%)
Reversal Percentile
38.5%
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
6
Allowed After Appeal Filing
3
(50.0%)
Not Allowed After Appeal Filing
3
(50.0%)
Filing Benefit Percentile
78.2%
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, 50.0% 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 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 GU, SHAWN X - Prosecution Strategy Guide

Executive Summary

Examiner GU, SHAWN X works in Art Unit 2138 and has examined 639 patent applications in our dataset. With an allowance rate of 95.5%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 19 months.

Allowance Patterns

Examiner GU, SHAWN X's allowance rate of 95.5% places them in the 85% 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 GU, SHAWN X receive 0.96 office actions before reaching final disposition. This places the examiner in the 8% 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 GU, SHAWN X is 19 months. This places the examiner in the 94% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +9.2% benefit to allowance rate for applications examined by GU, SHAWN X. This interview benefit is in the 41% 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, 36.1% of applications are subsequently allowed. This success rate is in the 82% 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 41.1% of cases where such amendments are filed. This entry rate is in the 63% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 5% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 60.0% of appeals filed. This is in the 35% percentile among all examiners. Of these withdrawals, 16.7% 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, 32.3% 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 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 17.0% of allowed cases (in the 92% 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:

  • 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.

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.