USPTO Examiner CHANNAVAJJALA SRIRAMA T - Art Unit 2154

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18983930PUPIL DYNAMICS ENTROPY AND TASK CONTEXT FOR AUTOMATIC PREDICTION OF CONFIDENCE IN DATADecember 2024February 2026Allow1410YesNo
18962302MODEL TRAINING SYSTEM, MODEL TRAINING METHOD, TRAINING DEVICE, AND TRAINING NODENovember 2024February 2026Allow1410YesNo
18949827Dynamic Performance Tuning Based On Implied Data CharacteristicsNovember 2024November 2025Allow1210YesNo
18904312METHOD, SYSTEM, AND APPARATUS FOR UPDATING STATISTICAL DATABASES BASED ON SENSED MOVEMENT DATAOctober 2024March 2026Allow1720YesNo
18900210IN-MEMORY HIERARCHICAL REPRESENTATION OF DATA VALUESSeptember 2024November 2025Allow1410YesNo
18850500DATA PROCESSING METHOD AND APPARATUSSeptember 2024December 2025Allow1510YesNo
18800874DATA STRUCTURES FOR STORING AND MANIPULATING LONGITUDINAL DATA AND CORRESPONDING NOVEL COMPUTER ENGINES AND METHODS OF USE THEREOFAugust 2024March 2026Abandon1910NoNo
18767261SYSTEMS AND METHODS FOR RETRIEVING TELEMATICS DATAJuly 2024July 2025Allow1320NoNo
18762268SYSTEM AND METHODS FOR DELIVERING CONTEXTUAL RESPONSES THROUGH DYNAMIC INTEGRATIONS OF DIGITAL INFORMATION REPOSITORIES WITH INQUIRIESJuly 2024February 2025Allow710YesNo
18751590PAYLOAD STORE WITH RANDOMIZED DATA DISTRIBUTION BETWEEN A SET OF NODES AND METHODS FOR USE THEREWITHJune 2024February 2026Abandon2010NoNo
18749760SYSTEMS AND METHODS OF RETRIEVAL AUGMENTED GENERATION OF TEXT AND ACTIONSJune 2024October 2025Allow1610YesNo
18746962QUERY TASK EXECUTION METHOD, APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUMJune 2024April 2025Allow1020YesNo
18739282DATABASE NODE SOFT RESTARTJune 2024October 2025Allow1610YesNo
18735005Automatic Detection and Transfer of Relevant Image Data to Content CollectionsJune 2024February 2026Abandon2010NoNo
18677152SEMANTIC-TREE-BASED AI CONTENT MANAGEMENT PLATFORMMay 2024October 2025Allow1710YesNo
18670533JOINING LARGE DATABASE TABLESMay 2024January 2026Abandon2010NoNo
18641377Method, Apparatus, And Computer Program Product For Utilizing Accumulation Records To Reduce Network TransactionsApril 2024October 2025Allow1710YesNo
18596914Verifying Slice Migration in a Storage NetworkMarch 2024August 2025Allow1710NoNo
18595883DATABASE SYSTEM FOR TRIGGERING EVENT NOTIFICATIONS BASED ON UPDATES TO DATABASE RECORDSMarch 2024November 2025Allow2010YesNo
18594320SYNCHRONIZING CONFIGURATION OF PARTNER OBJECTS ACROSS DISTRIBUTED STORAGE SYSTEMS USING TRANSFORMATIONSMarch 2024August 2025Allow1710YesNo
18581724DATA TRANSITION IN HIGHLY PARALLEL DATABASE MANAGEMENT SYSTEMFebruary 2024December 2025Abandon2210NoNo
18412686VISUAL DESIGN SYSTEM FOR GENERATING A VISUAL DATA STRUCTURE ASSOCIATED WITH A SEMANTIC COMPOSITION BASED ON A HIERARCHY OF COMPONENTSJanuary 2024December 2025Allow2320YesNo
18407135METHOD AND APPARATUS FOR IMPLEMENTING A SET OF INTEGRATED DATA SYSTEMSJanuary 2024August 2025Allow1910NoNo
18534559TUNING LARGE DATA INFRASTRUCTURESDecember 2023November 2025Allow2320YesNo
18528072INTEGRATING CHANGE TRACKING OF STORAGE OBJECTS OF A DISTRIBUTED OBJECT STORAGE DATABASE INTO A DISTRIBUTED STORAGE SYSTEMDecember 2023November 2025Allow2320YesNo
18514236SYSTEMS AND METHODS FOR CLASSIFICATION OF DATABASE RECORDS BY MITIGATING BIAS USING RANDOM DATA RE-CENSORINGNovember 2023October 2025Allow2320YesNo
18388718PROCESSING APPARATUS, PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUMNovember 2023June 2025Allow1910YesNo
18386794SYSTEM FOR IDENTIFICATION OF OBFUSCATED ELECTRONIC DATA THROUGH PLACEHOLDER INDICATORSNovember 2023April 2025Allow1710NoNo
18500390SYSTEMS AND METHODS FOR GENERIC DATA PARSING APPLICATIONSNovember 2023December 2024Allow1310YesNo
18500411SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE (AI)-DRIVEN DATA MAPPING USER-INTERFACE (UI) GENERATIONNovember 2023March 2025Allow1710YesNo
18498440SCHEMA AND DATA VIEWS OF AN ONTOLOGYOctober 2023February 2026Abandon2730NoNo
18494935LOG REPLAY METHODS AND APPARATUSES, DATA RECOVERY METHODS AND APPARATUSES, AND ELECTRONIC DEVICESOctober 2023June 2025Allow1920YesNo
18381990SYSTEMS AND METHODS FOR A GRAPH DATABASEOctober 2023February 2025Allow1610YesNo
18487728SYSTEMS AND METHODS FOR DYNAMICALLY GENERATING NEW DATA RULESOctober 2023February 2025Allow1610YesNo
18380002SYSTEMS AND/OR METHODS FOR DYNAMIC ADAPTATION OF DATA RETENTION POLICIES FOR IOT PLATFORMSOctober 2023May 2025Allow1920NoNo
18481264IMAGE PROCESSING APPARATUS FOR SEARCH OF AN IMAGE, IMAGE PROCESSING METHOD AND STORAGE MEDIUMOctober 2023September 2024Allow1210YesNo
18374533MULTI-MODAL SEARCH REQUEST ROUTERSeptember 2023November 2024Allow1410YesNo
18374227SYSTEM AND METHOD FOR COMPRESSION OF STRUCTURED METASURFACES IN GDSII FILESSeptember 2023November 2024Allow1410YesNo
18475726USER INTERFACE FOR IDENTIFYING AND CORRECTING RESULTS OF DATA PROCESSING RULES PREVENTING TRANSMISSION OF DATASeptember 2023February 2025Allow1710YesNo
18466931LOCATION AWARENESS SEARCH ASSISTANCE SYSTEM AND METHODSeptember 2023February 2026Allow2950NoNo
18465912WORKLOAD-RESPONSIVE DISTRIBUTED SEGMENT CLEANINGSeptember 2023May 2025Abandon2010NoNo
18461998Clearinghouse System and Method for Enhancing the Quality, Operation and Accessibility of Carrier-Based NetworksSeptember 2023April 2025Abandon1920YesNo
18242360Interpreting and Resolving Map-Related Queries using a Language ModelSeptember 2023November 2025Allow2610YesNo
18459193MANAGING RANKING OF DATA IN VISUALIZATIONS BASED ON MULTIPLE DIMENSIONSAugust 2023November 2024Allow1510YesNo
18239471SYSTEMS AND METHODS FOR GENERATING INTERRELATED NOTIONAL DATAAugust 2023October 2024Allow1410YesNo
18449548DATA STRUCTURES FOR STORING AND MANIPULATING LONGITUDINAL DATA AND CORRESPONDING NOVEL COMPUTER ENGINES AND METHODS OF USE THEREOFAugust 2023January 2025Abandon1710NoNo
18363540COMPOSITE INDEX ON HIERARCHICAL NODES IN THE HIERARCHICAL DATA MODEL WITHIN CASE MODELAugust 2023December 2025Allow2920NoNo
18227423DYNAMIC RADIUS THRESHOLD SELECTIONJuly 2023April 2025Allow2020YesNo
18353831Query-Time Data Sessionization and AnalysisJuly 2023March 2025Allow2020YesNo
18353773SYSTEM AND METHOD FOR RETRIEVAL-BASED CONTROLLABLE MOLECULE GENERATIONJuly 2023September 2024Allow1410YesNo
18348232HIGH FREQUENCY DATA MANAGEMENT (HFDM)July 2023October 2025Allow2730NoYes
18267823Instigating CommunicationJune 2023December 2025Abandon3020YesNo
18208228AUTOMATED PATENT CLAIM SCOPE CONCEPT MAPPINGJune 2023February 2025Allow2020YesNo
18328952LOG FILE EVALUATION OF LABORATORY AUTOMATION DEVICE WITH STATE MACHINESJune 2023January 2026Allow3110YesNo
18323155FAILOVER CONFIGURATION USING REPLICATION GROUP OBJECTSMay 2023January 2025Allow2020YesNo
18314198HYBRID SYNCHRONIZATION USING A SHADOW COMPONENTMay 2023March 2025Abandon2210NoNo
18298232AUTOMATIC SELECTION OF PRECOMPILED OR CODE-GENERATED OPERATOR VARIANTSApril 2023September 2024Allow1710YesNo
18191860METHOD AND DEVICE FOR IDENTIFYING SIMILAR TRAJECTORIES OF USER TERMINALSMarch 2023May 2025Abandon2520NoNo
18123846IMAGE-BASED POPULARITY PREDICTIONMarch 2023February 2025Allow2330YesNo
18174152METHOD AND SYSTEM FOR APPLICATION AWARE ACCESS OF METADATA BASED BACKUPSFebruary 2023September 2024Allow1910YesNo
18170225RANDOMIZED DATA DISTRIBUTION IN HIGHLY PARALLEL DATABASE MANAGEMENT SYSTEMFebruary 2023May 2024Allow1410NoNo
18020812FILE STORAGE MANAGEMENT METHOD AND SYSTEM, DEVICE, AND MEDIUMFebruary 2023February 2025Abandon2420NoNo
18106904SELF-HEALING DATA SYNCHRONIZATIONFebruary 2023November 2024Allow2120NoNo
18105799NEAR-STORAGE FORMAT TRANSFORMATIONFebruary 2023December 2024Allow2220YesNo
18017937DATA MANAGEMENT METHOD, APPARATUS AND SYSTEM BASED ON BLOCKCHAINJanuary 2023June 2025Allow2810YesNo
18151494Managing Database Systems Using Human-Readable Declarative DefinitionsJanuary 2023August 2024Allow1920YesNo
18149576DYNAMIC PERFORMANCE TUNING BASED ON IMPLIED DATA CHARACTERISTICSJanuary 2023August 2024Allow1920YesNo
18067137REPLICATION SYSTEM FOR DATA MIGRATIONDecember 2022March 2025Allow2710YesNo
18082041CYCLIC PATTERN DETECTION AND PREDICTION EXECUTIONDecember 2022February 2026Allow3810YesNo
18061112METHOD AND APPARATUS FOR PROVIDING LOCATION-BASED SERVICE IN DYNAMIC ROAD NETWORKDecember 2022February 2026Allow3920YesNo
17986813NEURAL NETWORK PROCESSINGNovember 2022January 2026Allow3810YesNo
17979190DEFRAG LEVELS TO REDUCE DATA LOSSNovember 2022October 2024Allow2430YesNo
17977123MECHANISM TO MAINTAIN DATA COMPLIANCE WITHIN A DISTRIBUTED FILE SYSTEMOctober 2022February 2025Allow2750YesYes
17976439EXTRACTING INFORMATION FROM DOCUMENTS USING AUTOMATIC MARKUP BASED ON HISTORICAL DATAOctober 2022July 2024Allow2120NoNo
18048251CLUSTER NAMESPACE FOR A MEMORY DEVICEOctober 2022September 2024Allow2330YesNo
18046661BIAS DETECTION AND REDUCTION IN MACHINE-LEARNING TECHNIQUESOctober 2022November 2025Allow3710YesNo
17996247ESTIMATION APPARATUS, LEARNING APPARATUS, ESTIMATION METHOD, LEARNING METHOD AND PROGRAMOctober 2022December 2024Abandon2630NoNo
17963398MECHANISM TO MAINTAIN DATA COMPLIANCE WITHIN A DISTRIBUTED FILE SYSTEMOctober 2022December 2024Allow2640NoNo
17938423DATABASE NODE SOFT RESTARTOctober 2022February 2024Allow1610YesNo
17955640SYSTEMS AND METHODS TO GENERATE DATA MESSAGES INDICATING A PROBABILITY OF EXECUTION FOR DATA TRANSACTION OBJECTS USING MACHINE LEARNINGSeptember 2022November 2025Allow3810YesNo
17935163DECOMPOSING A DECONVOLUTION INTO MULTIPLE CONVOLUTIONSSeptember 2022March 2026Allow4110YesNo
17952534SYSTEM AND METHOD FOR ANALYZING A PORTION OF FILE SYSTEM DATA BASED ON A METADATA ANALYSISSeptember 2022December 2025Abandon3940YesNo
17948902API Governance Enforcement ArchitectureSeptember 2022March 2025Allow3040YesNo
17941518ARCHITECTURE FOR MANAGEMENT OF DIGITAL FILES ACROSS DISTRIBUTED NETWORKSeptember 2022March 2024Allow1820NoYes
17940730ARCHITECTURE FOR MANAGEMENT OF DIGITAL FILES ACROSS DISTRIBUTED NETWORKSeptember 2022October 2023Allow1310YesNo
17940313SYNCHRONIZING CONFIGURATION OF PARTNER OBJECTS ACROSS DISTRIBUTED STORAGE SYSTEMS USING TRANSFORMATIONSSeptember 2022October 2023Allow1310YesNo
17823142TERMINAL POWER SUPPLY DEGRADATION DETECTIONAugust 2022October 2025Allow3810NoNo
17898101DATA STRUCTURES FOR STORING AND MANIPULATING LONGITUDINAL DATA AND CORRESPONDING NOVEL COMPUTER ENGINES AND METHODS OF USE THEREOFAugust 2022December 2023Abandon1510NoNo
17821635PROCESSING MUTATIONS FOR A REMOTE DATABASEAugust 2022August 2024Allow2430NoNo
17884443HETEROGENEOUS INDEXING AND LOAD BALANCING OF BACKUP AND INDEXING RESOURCESAugust 2022October 2023Allow1510NoNo
17868930LOGICAL IMAGING APPARATUS AND METHOD FOR DIGITAL FORENSIC TRIAGEJuly 2022February 2025Allow3130YesNo
17859919OPTIMIZING WIDE DATA-TYPE STORAGE AND ANALYSIS OF DATA IN A COLUMN STORE DATABASEJuly 2022August 2024Allow2520YesYes
17808223NATURAL LANGUAGE PROCESSING MACHINE LEARNING FRAMEWORKS TRAINED USING MULTI-TASK TRAINING ROUTINESJune 2022February 2024Allow1910YesNo
17807376AUTOMATIC PROFILE IMAGE GENERATORJune 2022May 2024Abandon2310NoNo
17840015ELEVATOR SYSTEM CONFIGURED FOR STORING AND SHARING ELEVATOR TRIPSJune 2022January 2025Abandon3120NoNo
17828982JOINING LARGE DATABASE TABLESMay 2022February 2024Allow2120YesNo
17664774User Interface for Managing Distributed Query ExecutionMay 2022February 2025Allow3340YesNo
17729707METHODS AND APPARATUS FOR DATA PREPROCESSINGApril 2022March 2026Allow4630YesNo
17660494DATABASE SYSTEM FOR TRIGGERING EVENT NOTIFICATIONS BASED ON UPDATES TO DATABASE RECORDSApril 2022December 2023Allow1910YesNo
17728708INTEGRATING CHANGE TRACKING OF STORAGE OBJECTS OF A DISTRIBUTED OBJECT STORAGE DATABASE INTO A DISTRIBUTED STORAGE SYSTEMApril 2022August 2023Allow1610YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHANNAVAJJALA, SRIRAMA T.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
12
Examiner Affirmed
7
(58.3%)
Examiner Reversed
5
(41.7%)
Reversal Percentile
64.2%
Higher than average

What This Means

With a 41.7% 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
27
Allowed After Appeal Filing
8
(29.6%)
Not Allowed After Appeal Filing
19
(70.4%)
Filing Benefit Percentile
44.5%
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, 29.6% 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 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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner CHANNAVAJJALA, SRIRAMA T - Prosecution Strategy Guide

Executive Summary

Examiner CHANNAVAJJALA, SRIRAMA T works in Art Unit 2154 and has examined 160 patent applications in our dataset. With an allowance rate of 82.5%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 32 months.

Allowance Patterns

Examiner CHANNAVAJJALA, SRIRAMA T's allowance rate of 82.5% places them in the 55% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by CHANNAVAJJALA, SRIRAMA T receive 2.33 office actions before reaching final disposition. This places the examiner in the 66% 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 CHANNAVAJJALA, SRIRAMA T is 32 months. This places the examiner in the 50% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +29.2% benefit to allowance rate for applications examined by CHANNAVAJJALA, SRIRAMA T. This interview benefit is in the 77% 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, 30.1% of applications are subsequently allowed. This success rate is in the 59% 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 15.8% of cases where such amendments are filed. This entry rate is in the 17% 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, 36.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 35% 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 61.3% of appeals filed. This is in the 39% percentile among all examiners. Of these withdrawals, 15.8% 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, 50.0% are granted (fully or in part). This grant rate is in the 46% 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 1.2% of allowed cases (in the 69% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 12% 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.
  • 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.

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.