USPTO Examiner MIAH RAZU A - Art Unit 2441

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18589783COMMUNICATION METHOD BASED ON USER-MODE PROTOCOL STACK, AND CORRESPONDING APPARATUSFebruary 2024April 2025Allow1300YesNo
18390422SYSTEM AND METHOD OF PROVIDING A LOOSELY-COUPLED INTERFACE MODEL FOR OBTAINING UNDERLAY TRANSPORT SERVICEDecember 2023May 2025Allow1700YesNo
18568934FORWARDING METHOD FOR DETECTING A PRESET PACKET INDICATOR BY A BIT-FORWARDING INTERMEDIATE ROUTERDecember 2023June 2025Allow1800YesNo
18503020INTEGRATING RADIO NETWORK AND CORE NETWORK FAILURE ANALYSES USING CROSS-DOMAIN MATRICESNovember 2023June 2025Allow2000YesNo
18490537EXPANSION OF PACKET MIRRORING FUNCTIONALITYOctober 2023April 2025Allow1810YesNo
18212810SMART LINK GENERATIONJune 2023January 2025Abandon1910NoNo
18338510METHOD, APPARATUS, AND SYSTEM FOR DYNAMIC CAPABILITY NEGOTIATION FOR IMPROVING THE EFFICIENCY OF CAPABILITY NEGOTIATION PROCESSJune 2023June 2025Allow2410YesNo
18202619Geocoding Personal InformationMay 2023November 2024Allow1810NoNo
18156332INTERFACES TO MANAGE DIRECT NETWORK PEERINGSJanuary 2023March 2025Allow2610NoNo
17936581TRANSPARENT MULTIPLE AVAILABILITY ZONES IN A CLOUD PLATFORMSeptember 2022November 2024Allow2510NoNo
17864667Immutable Storage as a Machine Learning Archive MechanismJuly 2022April 2025Abandon3310NoNo
17743821METADATA-BASED SMART HOME AUTOMATIONMay 2022November 2024Allow3010NoNo
17644635SYSTEMS AND METHODS TO GENERATE CONTEXTUAL THREADSDecember 2021October 2024Allow3410YesNo
17536933Managing Stale Connections in a Distributed SystemNovember 2021March 2024Allow2810NoNo
17510556DYNAMIC ENDPOINT COMMUNICATION CHANNELSOctober 2021September 2024Allow3510NoNo
17452219DETECTION OF UNAUTHORIZED CRYPTOMININGOctober 2021April 2024Allow3010NoNo
17508772EDGE INTELLIGENCE-BASED RESOURCE MODIFICATION FOR TRANSMITTING DATA STREAMS TO A PROVIDER NETWORKOctober 2021September 2024Allow3520NoNo
17503236PREDETERMINING NETWORK ROUTE FOR CONTENT STEERINGOctober 2021April 2023Allow1820YesNo
17501643DISTRIBUTED FAIR ALLOCATION OF SHARED RESOURCES TO CONSTITUENTS OF A CLUSTEROctober 2021March 2025Allow4120YesNo
17501980METHODS AND SYSTEMS FOR SESSION MANAGEMENTOctober 2021September 2024Allow3510YesNo
17488129OPTIMIZED NETWORK DEVICE QUEUE MANAGEMENT FOR HYBRID CLOUD NETWORKING WORKLOADSSeptember 2021February 2023Allow1720YesNo
17408919SYSTEM FOR REAL-TIME MANAGEMENT OF SESSION OBJECTS AND FOR APPLICATION PROGRAMMING INTERFACE (API) MOCKINGAugust 2021May 2022Allow910NoNo
17388758SYSTEM AND METHOD FOR CLIENT POLICY ASSIGNMENT IN A DATA STORAGE SYSTEMJuly 2021September 2022Allow1310NoNo
17351713LIVE STREAMING WITH LIVE VIDEO PRODUCTION AND COMMENTARYJune 2021August 2022Allow1410NoNo
17350226METHOD AND SYSTEM TO SHARE A SNAPSHOT EXTRACTED FROM A VIDEO TRANSMISSIONJune 2021August 2022Allow1410YesNo
17413837SERVER SELECTION APPARATUS, SERVER SELECTION METHOD AND PROGRAMJune 2021May 2022Allow1110NoNo
17325810TRANSPARENT MULTIPLE AVAILABILITY ZONES IN A CLOUD PLATFORMMay 2021October 2022Allow1720NoNo
17322072INTRADAY RESOURCE MANAGEMENT SYSTEMMay 2021April 2022Allow1110NoNo
17291229Distributed Processing System and Distributed Processing MethodMay 2021March 2025Allow4710NoNo
17171417PROVIDING LOCAL SERVICE INFORMATION IN AUTOMATED CHATTINGFebruary 2021May 2024Allow3920YesYes
17159583METHOD AND APPARATUS FOR CONTENT DISTRIBUTION OVER A NETWORKJanuary 2021January 2022Allow1210NoNo
17154256SMART LINK GENERATIONJanuary 2021March 2023Allow2640NoNo
17121954SESSION AND SERVICE/FLOW CONTINUITYDecember 2020April 2022Allow1610YesNo
17119110Geocoding Personal InformationDecember 2020March 2023Allow2720NoNo
17110360INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING SYSTEM, AND NETWORK COMMUNICATION CONFIRMATION METHODDecember 2020May 2022Allow1830NoNo
17111170BLOCKCHAIN TECHNOLOGY IN DATA STORAGE SYSTEMDecember 2020September 2022Allow2110NoNo
15734943ARCHITECTURE FOR SECURE lOT INTERACTIONSDecember 2020April 2022Allow1600YesNo
17106790DATA TRANSMISSION METHOD, TERMINAL DEVICE, AND NETWORK DEVICENovember 2020April 2022Allow1710NoNo
17106094METHOD FOR AUTOMATICALLY ASSIGNING VISITS TO PARTIALLY OBSERVABLE LOCATION DATA STREAMSNovember 2020March 2021Allow400YesNo
17098086SYSTEM AND METHODS FOR IMPROVED EMAIL SECURITY BY LINKING CUSTOMER DOMAINS TO OUTBOUND SOURCESNovember 2020July 2022Allow2010YesNo
17093707SYSTEMS AND METHODS TO GENERATE CONTEXTUAL THREADSNovember 2020September 2021Allow1000YesNo
17093748NEAR REAL-TIME COLLABORATION FOR MEDIA PRODUCTIONNovember 2020October 2022Allow2310YesNo
17071651APPARATUS AND METHOD FOR CLIENT CONNECTION ESTABLISHMENTOctober 2020March 2022Allow1730YesNo
17068780CONTROLLING PARALLEL DATA PROCESSING FOR SERVICE FUNCTION CHAINSOctober 2020July 2022Allow2110NoNo
17045859SIP PROXY SERVER, COMMUNICATION METHOD AND SIP PROXY PROGRAMOctober 2020September 2021Allow1110YesNo
17045479SECURING AN AUTOMATION COMPONENTOctober 2020November 2022Allow2520YesNo
17039328CROSS-DOMAIN NETWORK ASSURANCESeptember 2020February 2022Allow1710NoNo
17039258SYSTEMS AND METHODS FOR SECURE PEER-TO-PEER CACHINGSeptember 2020September 2022Allow2420YesNo
17031138FILTER INSTANTIATION FOR PROCESS GRAPHS OF RPA WORKFLOWSSeptember 2020October 2024Allow4840YesNo
17023261CONFIGURABLE ACCESS-BASED CACHE POLICY CONTROLSeptember 2020March 2023Allow2930YesNo
16981290CONTROL SYSTEM AND CONTROL METHODSeptember 2020February 2022Allow1710NoNo
17021083COMPUTER SYSTEM AND CONTROL METHOD FOR DATA TRANSFERSeptember 2020April 2021Allow710NoNo
17017078ENHANCED MESSAGING AS A PLATFORMSeptember 2020June 2022Allow2210NoNo
17008339SYSTEMS AND METHODS FOR ESTIMATING TYPED GRAPHLETS IN LARGE DATAAugust 2020January 2022Allow1700YesNo
17006114METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR INFERRING DEVICE RENDERED OBJECT INTERACTION BEHAVIORAugust 2020November 2021Allow1410NoNo
17001986SYSTEM FOR REAL-TIME MANAGEMENT OF SESSION OBJECTS AND FOR APPLICATION PROGRAMMING INTERFACE (API) MOCKINGAugust 2020June 2021Allow910YesNo
16937913WEB ADAPTATION AND HOOKING FOR VIRTUAL PRIVATE INTEGRATION SYSTEMS AND METHODSJuly 2020March 2023Allow3230YesNo
16922817SYSTEM AND METHOD FOR CLIENT POLICY ASSIGNMENT IN A DATA STORAGE SYSTEMJuly 2020May 2021Allow1010NoNo
16960125METHOD AND CONTROL SYSTEM FOR CONTROLLING AND/OR MONITORING DEVICESJuly 2020February 2022Allow1910YesNo
16913338PROCESSING COMPUTER FILESJune 2020October 2021Abandon1610YesNo
16891226INTELLIGENTLY MANAGING RESOURCE UTILIZATION IN DESKTOP VIRTUALIZATION ENVIRONMENTSJune 2020October 2021Allow1710YesNo
16887181CENTRALIZED REPOSITORY AND COMMUNICATION SYSTEM FOR CROSS-NETWORK INTERACTIONSMay 2020June 2021Allow1210NoNo
16882173DYNAMICALLY RENDERING AN APPLICATION PROGRAMMING INTERFACE FOR INTERNET OF THINGS APPLICATIONSMay 2020August 2021Allow1520YesNo
16879175LEDGER-BASED DEVICE HEALTH DATA SHARINGMay 2020March 2023Allow3450YesNo
16872797MODIFICATION OF APPLICATION-PROVIDED TURN SERVERSMay 2020October 2021Allow1820YesNo
16870061DYNAMIC NETWORK ADDRESS SPACE ALLOCATION FOR VIRTUAL NETWORKSMay 2020June 2021Allow1320NoNo
16866148VALIDITY INFORMATION CONDITIONS FOR A PROTOCOL DATA UNIT SESSION FOR BACKGROUND DATA TRANSFERMay 2020April 2022Allow2340YesNo
16757468METHOD AND CONTROL SYSTEM FOR CONTROLLING AND/OR MONITORING DEVICESApril 2020November 2022Allow3120YesNo
16850474PER-INPUT PORT, PER-CONTROL PLANE NETWORK DATA TRAFFIC CLASS CONTROL PLANE POLICINGApril 2020June 2021Allow1420YesNo
16845326DYNAMIC APPLICATION ROUTING IN A SOFTWARE DEFINED WIDE AREA NETWORKApril 2020April 2021Allow1310NoNo
16835097EDGE INTELLIGENCE-BASED RESOURCE MODIFICATION FOR TRANSMITTING DATA STREAMS TO A PROVIDER NETWORKMarch 2020June 2021Allow1510NoNo
16823341INTELLIGENT DISTRIBUTION OF VIRTUAL NETWORK FUNCTION IMAGESMarch 2020June 2021Allow1510YesNo
16814707METHOD FOR BATCH PROCESSING NGINX NETWORK ISOLATION SPACES AND NGINX SERVERMarch 2020August 2021Allow1710NoNo
16809107CONTROL DEVICE, HOME APPLIANCE, COMMUNICATION DEVICE, SERVER, INFORMATION PRESENTATION SYSTEM, NON-TRANSITORY COMPUTER READABLE MEDIUM, AND CONTROL METHODMarch 2020August 2022Abandon2910YesNo
16807842Metadata-Based Smart Home AutomationMarch 2020March 2022Allow2430YesNo
16750992PLATFORM FOR CREATING AND USING ACTIONABLE NON-FUNGIBLE TOKENS (KNFT)January 2020December 2021Allow2200YesNo
16717701Managing Stale Connections in a Distributed SystemDecember 2019October 2021Allow2110YesNo
16709174LIVE STREAMING WITH LIVE VIDEO PRODUCTION AND COMMENTARYDecember 2019May 2021Allow1710YesNo
16617056PROVISIONING OF SERVICES IN A COMMUNICATION NETWORKNovember 2019August 2021Allow2020YesNo
16605713PROVIDING LOCAL SERVICE INFORMATION IN AUTOMATED CHATTINGOctober 2019November 2020Allow1310YesNo
16601677DETECTION OF UNAUTHORIZED CRYPTOMININGOctober 2019June 2021Allow2010NoNo
16653465DYNAMIC DATA SERVICE ENGINE/ROUTER FOR CONTENT SERVICE MANAGEMENTOctober 2019September 2021Allow2300YesNo
16601863DYNAMIC ENDPOINT COMMUNICATION CHANNELSOctober 2019July 2021Allow2120YesNo
16601792INTELLIGENT SELECTION OF VANTAGE POINTS FOR MONITORING SUBSERVICES BASED ON POTENTIAL IMPACT TO SERVICESOctober 2019August 2021Allow2220YesNo
16575126SYSTEM AND METHODS FOR OPERATING A BLOCKCHAIN NETWORKSeptember 2019March 2022Abandon3010NoNo
16417375SYSTEM AND METHOD FOR DETECTING CONFIDENTIAL INFORMATION EMAILSMay 2019March 2021Allow2220YesNo
16390880SYSTEM AND METHOD FOR CLIENT POLICY ASSIGNMENT IN A DATA STORAGE SYSTEMApril 2019April 2020Allow1110NoNo
16384991CLOUD INTEROPERABILITYApril 2019October 2021Allow3020NoNo
16385117CLIENT COMPUTING DEVICE PROVIDING PREDICTIVE PRE-LAUNCH SOFTWARE AS A SERVICE (SaaS) SESSIONS AND RELATED METHODSApril 2019May 2021Allow2520YesNo
16384646DYNAMIC ALLOCATION OF EXECUTION RESOURCESApril 2019February 2021Allow2210YesNo
16294777ACCELERATED TIME SERIES ANALYSIS IN A NETWORKMarch 2019January 2021Allow2310YesNo
16294512METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR SCHEDULING MULTI-CLOUD SYSTEMMarch 2019July 2020Allow1610YesNo
16294001INTRADAY RESOURCE MANAGEMENT SYSTEMMarch 2019February 2021Allow2320YesNo
16294388ADAPTIVE ROUTING OF BRANCH TRAFFIC IN SOFTWARE-DEFINED WIDE AREA NETWORK (SDWAN) DEPLOYMENTSMarch 2019May 2021Allow2700YesNo
16289829Machine Learning Archive Mechanism using Immutable StorageMarch 2019June 2022Allow3920YesNo
16241843BLOCKCHAIN ENDORSEMENT VERIFICATIONJanuary 2019January 2022Allow3710YesNo
16233307SEMI-AUTOMATIC COMMUNICATION USING CHATBOT AND CONSULTANT DEVICEDecember 2018March 2021Allow2720YesNo
16233074USING ACCESS LOGS FOR NETWORK ENTITIES TYPE CLASSIFICATIONDecember 2018November 2021Allow3540YesNo
16231807MEMORY RESOURCE ALLOCATION IN AN END-POINT DEVICEDecember 2018February 2021Allow2610YesNo
16231795PAGELISTS FOR JUST-IN-TIME TRANSMISSION OF DIGITAL DOCUMENTSDecember 2018March 2021Abandon2710NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner MIAH, RAZU A.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
3
Examiner Affirmed
2
(66.7%)
Examiner Reversed
1
(33.3%)
Reversal Percentile
50.6%
Higher than average

What This Means

With a 33.3% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
31
Allowed After Appeal Filing
13
(41.9%)
Not Allowed After Appeal Filing
18
(58.1%)
Filing Benefit Percentile
67.2%
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, 41.9% 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 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 MIAH, RAZU A - Prosecution Strategy Guide

Executive Summary

Examiner MIAH, RAZU A works in Art Unit 2441 and has examined 483 patent applications in our dataset. With an allowance rate of 86.5%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 30 months.

Allowance Patterns

Examiner MIAH, RAZU A's allowance rate of 86.5% places them in the 60% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by MIAH, RAZU A receive 1.96 office actions before reaching final disposition. This places the examiner in the 63% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by MIAH, RAZU A is 30 months. This places the examiner in the 41% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +27.8% benefit to allowance rate for applications examined by MIAH, RAZU A. This interview benefit is in the 79% 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, 34.3% of applications are subsequently allowed. This success rate is in the 70% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 52.6% of cases where such amendments are filed. This entry rate is in the 73% 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, 63.2% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 49% 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 89.3% of appeals filed. This is in the 80% percentile among all examiners. Of these withdrawals, 64.0% 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, 64.7% are granted (fully or in part). This grant rate is in the 81% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 8.5% of allowed cases (in the 95% 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 16% 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:

  • 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.
  • 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.