USPTO Examiner HO ANDY - Art Unit 2194

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19000697SYSTEMS AND METHODS FOR MULTI-LANGUAGE TRAINING OF MACHINE LEARNING MODELSDecember 2024March 2025Allow200NoNo
19000691SYSTEMS AND METHODS FOR MULTI-LANGUAGE TRAINING OF MACHINE LEARNING MODELSDecember 2024March 2025Allow200NoNo
18915875VIRTUAL CURRENT REPRESENTATION OF MAGNETIC FIELDS FOR ELECTRIC MOTOR DESIGNOctober 2024March 2025Allow510NoNo
18764996UNIFIED EVENT PROCESSING AND LOG MANAGEMENT OVER MULTIPLE DOMAINSJuly 2024May 2025Allow1010NoNo
18751231Systems And Methods For Transferring Multiple DataJune 2024December 2024Allow510YesNo
18742927PROVIDING APPLICATION PROGRAMMING INTERFACE ENDPOINTS FOR MACHINE LEARNING MODELSJune 2024May 2025Allow1110NoNo
18672892COMMUNICATION AND SYNCHRONIZATION WITH EDGE SYSTEMSMay 2024April 2025Allow1110NoNo
18667501PREFLIGHT CHECKS FOR HARDWARE ACCELERATORS IN A DISTRIBUTED SYSTEMMay 2024March 2025Allow1010NoNo
18609649VIRTUAL ACCELERATORS IN A VIRTUALIZED COMPUTING SYSTEMMarch 2024February 2025Allow1110NoNo
18608418VIRTUAL CURRENT REPRESENTATION OF MAGNETIC FIELDS FOR ELECTRIC MOTOR DESIGNMarch 2024July 2024Allow410NoNo
18606394SOLVER FOR SCIENTIFIC COMPUTING THAT DETECTS AND HANDLES DISCONTINUITIES OR IRREGULARITIES IN A SIMULATIONMarch 2024June 2024Allow300NoNo
18597568DISTRIBUTED USER MODE PROCESSINGMarch 2024April 2025Allow1410NoNo
18586821Retimer With Host-Interactive Data Logging EngineFebruary 2024February 2025Allow1210NoNo
18438081CONTROL DISPLAY METHOD AND ELECTRONIC DEVICEFebruary 2024January 2025Allow1210NoNo
18433661DATA MOVEMENT AND MONITORING SYSTEMFebruary 2024November 2024Allow910NoNo
18419920SYSTEM AND METHOD FOR ESTIMATING AMPACITY OF MULTIPLE BARE OVERHEAD CONDUCTORS IN A RANGE OF AMBIENT TEMPERATURES WITHIN A SINGLE SIMULATIONJanuary 2024December 2024Allow1020NoNo
18408405INFERENCE FLOW ORCHESTRATION SERVICEJanuary 2024September 2024Allow800NoNo
18406059PREDICTIVE INFORMATION FOR FREE SPACE GESTURE CONTROL AND COMMUNICATIONJanuary 2024November 2024Allow1110NoNo
18404779BUILDING DATA PLATFORM WITH CONTEXT BASED TWIN FUNCTION PROCESSINGJanuary 2024September 2024Allow810NoNo
18390879SEMANTIC MAPPINGDecember 2023July 2024Allow610YesNo
18379503TECHNIQUES FOR EXECUTION ORCHESTRATION WITH TOPOLOGICAL DEPENDENCY RELATIONSHIPSOctober 2023August 2024Allow1010NoNo
18377831STANDARDIZED INTERACTIONS ACROSS DIFFERENT BLOCKCHAINSOctober 2023September 2024Allow1120YesNo
18483304Extensible Event Bus ArchitectureOctober 2023June 2025Allow2020NoNo
18471640SYSTEM AND METHOD FOR ROUTING REQUESTS FOR EVENTSSeptember 2023July 2024Allow1010NoNo
18367391DATA ANALYTICS FOR DIGITAL CATALOGSSeptember 2023November 2023Allow200NoNo
18238171SYSTEM AND METHOD FOR JOINING A MEETING AND SETUP THEREOFAugust 2023July 2024Allow1110NoNo
18451424TENANT COPY OPERATION IN A MICROSERVICE ARCHITECTUREAugust 2023July 2024Allow1110NoNo
18449184Auto Pause Incident NotificationAugust 2023May 2024Allow920NoNo
18342662EVENT-DRIVEN SERVICE FOR CONFIGURABLE METRICSJune 2023April 2024Allow1010NoNo
18333654OPTIMIZATION OF CONFIGURABLE DISTRIBUTED COMPUTING SYSTEMSJune 2023March 2024Allow910NoNo
18205349STANDARDIZED INTERACTIONS ACROSS DIFFERENT BLOCKCHAINSJune 2023October 2023Allow510NoNo
18315811VIRTUAL CURRENT REPRESENTATION OF MAGNETIC FIELDS FOR ELECTRIC MOTOR DESIGNMay 2023November 2023Allow610NoNo
18315688WEBHOOKS USE FOR A MICROSERVICE ARCHITECTURE APPLICATIONMay 2023February 2024Allow900NoNo
18139663PROVIDING APPLICATION PROGRAMMING INTERFACE ENDPOINTS FOR MACHINE LEARNING MODELSApril 2023March 2024Allow1110NoNo
18137964ANOMALOUS BEHAVIOR DETECTIONApril 2023April 2024Allow1210YesNo
18123870DETERMINING WHETHER AND/OR WHEN TO PROVIDE NOTIFICATIONS, BASED ON APPLICATION CONTENT, TO MITIGATE COMPUTATIONALLY WASTEFUL APPLICATION-LAUNCHING BEHAVIORMarch 2023November 2023Allow710NoNo
18185300COMMUNICATION AND SYNCHRONIZATION WITH EDGE SYSTEMSMarch 2023February 2024Allow1110YesNo
18118112SYSTEMS AND METHODS FOR INTEGRATING COMPUTER APPLICATIONSMarch 2023January 2024Allow1110NoNo
18173944SYSTEM AND METHOD FOR ROUTING REQUESTS FOR EVENTSFebruary 2023June 2023Allow400NoNo
18161811PREDICTIVE INFORMATION FOR FREE SPACE GESTURE CONTROL AND COMMUNICATIONJanuary 2023August 2023Allow710NoNo
18161565DETECTING MULTIPLE OPERATOR PATTERN SERVICES MAKING CONFLICTING RESOURCE MODIFICATIONSJanuary 2023January 2025Allow2410NoNo
18101405MANAGE DAEMON FOR EVENT RECONCILIATION IN A COMPUTER SYSTEMJanuary 2023June 2025Allow2900NoNo
18092332UNIFIED EVENT PROCESSING AND LOG MANAGEMENT OVER MULTIPLE DOMAINSJanuary 2023April 2024Allow1520YesNo
18072878TENANT COPY OPERATION IN A MICROSERVICE ARCHITECTUREDecember 2022July 2023Allow710NoNo
17984817MECHANISM TO TRIGGER EARLY TERMINATION OF COOPERATING PROCESSESNovember 2022June 2023Allow710NoNo
17978820GENERATING PLUG-IN APPLICATION RECIPE EXTENSIONSNovember 2022February 2023Allow400NoNo
17962091DYNAMIC OPTION RESELECTION IN VIRTUAL ASSISTANT COMMUNICATION SESSIONSOctober 2022May 2023Allow700NoNo
17956976DATA PROCESSING UTILIZING AN ASYNCHRONOUS COMMUNICATION REPOSITORYSeptember 2022February 2025Allow2800NoNo
17958106PROVIDING HOST MEDIA PROCESSING FUNCTIONALITY TO A GUEST OPERATING SYSTEMSeptember 2022February 2025Allow2800NoNo
17935531WEBHOOKS USE FOR A MICROSERVICE ARCHITECTURE APPLICATIONSeptember 2022February 2023Allow410NoNo
17914204ORCHESTRATION OF VIRTUALIZATION TECHNOLOGY AND APPLICATION IMPLEMENTATIONSeptember 2022June 2025Allow3300NoNo
17949500MOBILE DEVICE RESOURCE OPTIMIZED KIOSK MODESeptember 2022December 2024Allow2700NoNo
17946213DISTRIBUTED USER MODE PROCESSINGSeptember 2022July 2023Allow1010NoNo
17888175MESSAGE COMMUNICATION OF SENSOR AND OTHER DATAAugust 2022August 2023Allow1220NoNo
17881502System and Method for Connecting xAPI Statements with Third Party Applications Using Representational State Transfer APIsAugust 2022September 2023Allow1300NoNo
17879893AUTOMATED STREAMING DATA MODEL GENERATION WITH PARALLEL PROCESSING CAPABILITYAugust 2022October 2022Allow300NoNo
17816762PRIORITIZED DATA OBJECT PROCESSING UNDER PROCESSING TIME CONSTRAINTSAugust 2022May 2023Allow1010NoNo
17877039BATCH EVENT DELIVERY WITH IDENTIFIERSJuly 2022December 2024Allow2900NoNo
17876450DYNAMICALLY MODULAR AND CUSTOMIZABLE COMPUTING ENVIRONMENTSJuly 2022November 2024Allow2800NoNo
17874282Event Driven Data Processing System and MethodJuly 2022March 2023Allow710NoNo
17868446CONTROL DISPLAY METHOD AND ELECTRONIC DEVICEJuly 2022August 2023Allow1300NoNo
17864071SYSTEMS AND METHODS FOR SOLID STATE DEVICE (SSD) SIMULATIONJuly 2022March 2025Allow3200NoNo
17862989IDENTIFYING HOTSPOTS AND COLDSPOTS IN FORECASTED POWER CONSUMPTION DATA IN AN IT DATA CENTER FOR WORKLOAD SCHEDULINGJuly 2022May 2025Allow3410NoNo
17860719SEAMLESS ACCESS TO A COMMON PHYSICAL DISK IN AN AMP SYSTEM WITHOUT AN EXTERNAL HYPERVISORJuly 2022April 2023Allow910NoNo
17811242INTELLIGENT CLASSICAL/QUANTUM EXTENDED MEMORY FABRICJuly 2022May 2025Allow3410NoNo
17857088DATA SET SUBSCRIPTION TRACKING AND TERMINATION SYSTEMJuly 2022January 2023Allow700NoNo
17855033EXPRESSION ENGINE FOR TESTING TRANSACTION PROCESSING SYSTEMJune 2022August 2023Allow1310NoNo
17840909PRE-ALLOCATING PAGE TABLE ENTRIES TO PROVIDE VIRTUAL MACHINE ACCESS TO SINGLE ROOT INPUT-OUTPUT VIRTUALIZATION DEVICESJune 2022November 2024Allow2900YesNo
17839904CONTEXT ENABLED MACHINE LEARNINGJune 2022April 2025Allow3400NoNo
17782519METHOD FOR GENERATING TOPOLOGY DIAGRAM, ANOMALY DETECTION METHOD, DEVICE, APPARATUS, AND STORAGE MEDIUMJune 2022August 2023Allow1400NoNo
17831201SYSTEM AND METHOD FOR JOINING A MEETING AND SETUP THEREOFJune 2022May 2023Allow1110NoNo
17826915TECHNIQUES FOR DEPLOYING WORKLOADS IN A CLOUD-COMPUTING ENVIRONMENTMay 2022March 2025Allow3400NoNo
17742529AUTOMATICALLY SWITCHING BETWEEN QUANTUM SERVICES AND CLASSICAL SERVICES BASED ON DETECTED EVENTSMay 2022January 2024Allow2010YesNo
17743120SYSTEM FOR IMPLEMENTING DYNAMIC AUTHENTICATION RESTRICTIONS FOR RESOURCE INSTRUMENT USEMay 2022May 2025Allow3610NoNo
17739864OPTIMIZATION OF CONFIGURABLE DISTRIBUTED COMPUTING SYSTEMSMay 2022March 2023Allow1010NoNo
17772435NOTIFICATION CONTROL DEVICE, NOTIFICATION CONTROL SYSTEM, AND NOTIFICATION CONTROL METHODApril 2022May 2023Allow1300NoNo
17771755NOTIFICATION CONTROL DEVICE, NOTIFICATION CONTROL SYSTEM, AND NOTIFICATION CONTROL METHODApril 2022July 2023Allow1500NoNo
17726578CONTEXT SPECIFIC ORCHESTRATION OF DATA OBJECTSApril 2022October 2023Allow1810NoNo
17722007METHOD AND SYSTEM FOR PERFORMING DOMAIN LEVEL SCHEDULING OF AN APPLICATION IN A DISTRIBUTED MULTI-TIERED COMPUTING ENVIRONMENT USING HEURISTIC SCHEDULINGApril 2022February 2025Allow3410NoNo
17720508METHOD AND APPARATUS FOR APPLICATION COMMUNICATION, AND STORAGE MEDIUMApril 2022June 2024Abandon2620NoNo
17721093RADIO DEVICE WITH INTER-PROCESSOR COMMUNICATION CIRCUITRYApril 2022May 2024Allow2510NoNo
17709873Detection And Correction of Differences In Application Programming Interface Service ResponsesMarch 2022September 2023Allow1710NoNo
17698579EVENT LOG MANAGEMENTMarch 2022December 2023Allow2100NoNo
17695611EVENT MESSAGE MANAGEMENT IN HYPER-CONVERGED INFRASTRUCTURE ENVIRONMENTMarch 2022May 2023Allow1400NoNo
17693914Data Driven API ConversionMarch 2022March 2023Allow1210NoNo
17653875METHOD FOR PROCESSING DATA, ELECTRONIC DEVICE AND STORAGE MEDIUMMarch 2022May 2025Abandon3910NoNo
17687414LIVE MIGRATION OF PARAVIRTUAL REMOTE DIRECT MEMORY ACCESS (PVRDMA) VIRTUAL MACHINES VIA HARDWARE-ASSISTED QUEUE PAIR SUSPEND/RESUME AND QUERY/RECREATE OPERATIONSMarch 2022June 2024Allow2700NoNo
17686038APPARATUS AND METHOD FOR PROVIDING VIRTUAL MULTI-CLOUD SERVICEMarch 2022March 2025Allow3610NoNo
17685182MANAGING BEST KNOWN CONFIGURATIONS FOR WORKSPACESMarch 2022July 2025Allow4020NoNo
17652624PROTOCOL FOR CORRELATING USER SPACE DATA WITH KERNEL SPACE DATAFebruary 2022April 2023Allow1400NoNo
17680767METHODS AND APPARATUS FOR ANALYZING SEQUENCES OF APPLICATION PROGRAMMING INTERFACE TRAFFIC TO IDENTIFY POTENTIAL MALICIOUS ACTIONSFebruary 2022June 2023Allow1610NoNo
17680859PROVIDING APPLICATION PROGRAMMING INTERFACE ENDPOINTS FOR MACHINE LEARNING MODELSFebruary 2022January 2023Allow1110NoNo
17679275PROCESSOR AND EVENT PROCESSING METHODFebruary 2022October 2023Allow1910NoNo
17676653PERCEPTIVE SCALING OF COMPUTING RESOURCESFebruary 2022August 2024Allow3020YesNo
17672664DECENTRALIZED DISTRIBUTED COMPUTING ENVIRONMENTFebruary 2022September 2024Allow3100NoNo
17671619CACHE-BASED COMMUNICATION FOR TRUSTED EXECUTION ENVIRONMENTSFebruary 2022July 2023Allow1710NoNo
17672624UNIFIED EVENT PROCESSING AND LOG MANAGEMENT OVER MULTIPLE DOMAINSFebruary 2022September 2022Allow710YesNo
17671490ASYNCHRONOUS DATA MOVEMENT PIPELINEFebruary 2022May 2024Allow2720NoYes
17590302Extensible Event Bus ArchitectureFebruary 2022June 2023Allow1600NoNo
17588637DETERMINING WHETHER AND/OR WHEN TO PROVIDE NOTIFICATIONS, BASED ON APPLICATION CONTENT, TO MITIGATE COMPUTATIONALLY WASTEFUL APPLICATION-LAUNCHING BEHAVIORJanuary 2022November 2022Allow1000NoNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
2
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
5.0%
Lower than average

What This Means

With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.

Strategic Value of Filing an Appeal

Total Appeal Filings
48
Allowed After Appeal Filing
13
(27.1%)
Not Allowed After Appeal Filing
35
(72.9%)
Filing Benefit Percentile
36.3%
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, 27.1% 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 HO, ANDY - Prosecution Strategy Guide

Executive Summary

Examiner HO, ANDY works in Art Unit 2194 and has examined 1,415 patent applications in our dataset. With an allowance rate of 91.4%, 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 HO, ANDY's allowance rate of 91.4% places them in the 75% 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 HO, ANDY receive 1.18 office actions before reaching final disposition. This places the examiner in the 19% 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 HO, ANDY is 25 months. This places the examiner in the 65% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +8.1% benefit to allowance rate for applications examined by HO, ANDY. This interview benefit is in the 40% 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, 38.8% of applications are subsequently allowed. This success rate is in the 86% 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 49.8% of cases where such amendments are filed. This entry rate is in the 69% 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, 140.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 87% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 95.1% of appeals filed. This is in the 84% percentile among all examiners. Of these withdrawals, 48.7% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.

Petition Practice

When applicants file petitions regarding this examiner's actions, 41.2% are granted (fully or in part). This grant rate is in the 42% 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 6.4% of allowed cases (in the 92% 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:

  • 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.
  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • Appeal filing as negotiation tool: This examiner frequently reconsiders rejections during the appeal process. Filing a Notice of Appeal may prompt favorable reconsideration during the mandatory appeal conference.
  • 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.