72 pending office actions • 59 art units • 70 examiners • 0 of 72 (0%) have an AI response strategy ready • 400 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 72 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 72 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 3 (4%) |
| §103 only | 59 (82%) |
| §102 only | 5 (7%) |
| §112 only | 4 (6%) |
| No statute on record | 1 (1%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| HALM, KWEKU WILLIAM | 2 | 80.2% | +12.6% |
| BAKHIT, CHRISTIAN MAMDOUH | 2 | 90.0% | +33.3% |
| COLAN, GIOVANNA B | 1 | 72.5% | +28.5% |
| YIMER, GETENTE A | 1 | 88.0% | +9.6% |
| GURMU, MULUEMEBET | 1 | 79.5% | +18.4% |
| RAZA, MUHAMMAD A | 1 | 57.2% | +70.1% |
| RAJAPUTRA, SUMAN | 1 | 69.1% | +38.2% |
| TABOR, AMARE F | 1 | 82.8% | +23.0% |
| DO, KHANG D | 1 | 80.7% | +45.0% |
| MYERS, PAUL R | 1 | 79.1% | +13.5% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18305481 | DATA ACCESS IN A COLLECTION OF COMPUTING NODES | BAKHIT, CHRISTIAN MAMDOUH | 56d overdue |
| 18852168 | RETRIEVAL, MODEL-DRIVEN, AND ARTIFICIAL INTELLIGENCE-ENABLED SEARCH | HALM, KWEKU WILLIAM | 30d overdue |
| 18757686 | METHOD FOR DATABASE MIGRATION | HALM, KWEKU WILLIAM | 3d overdue |
| 17868587 | EXECUTING FEDERATED WORKFLOWS FROM EDGE TO CORE | BAKHIT, CHRISTIAN MAMDOUH | 16d |
| 18905555 | MECHANISM TO ENABLE OUT-OF-ORDER PACKET PROCESSING IN A DATATYPE ENGINE | YIMER, GETENTE A | 21d |
| 18887181 | INTERFACE CONTROLLER FOR COMMODITY DEVICES | TABOR, AMARE F | 33d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18785506 | UNSUPERVISED SEGMENTATION OF A UNIVARIATE TIME SERIES DATASET USING MOTIFS AND SHAPELETS | VY, HUNG T | 56d overdue |
| 18358155 | DISTRIBUTED SYSTEMS HAVING VERSIONED STORAGE REPLICA TABLES | TANG, KENNETH | 9d overdue |
| 18066140 | METHOD AND MEDIUM FOR CUSTOMER PRODUCT RECOMMENDATIONS | ZIMMERMAN, MATTHEW E | 34d |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18305481 | DATA ACCESS IN A COLLECTION OF COMPUTING NODES | BAKHIT, CHRISTIAN MAMDOUH | 56d overdue |
| 18852168 | RETRIEVAL, MODEL-DRIVEN, AND ARTIFICIAL INTELLIGENCE-ENABLED SEARCH | HALM, KWEKU WILLIAM | 30d overdue |
| 18799525 | PLATFORM FOR PRIVACY PRESERVING DECENTRALIZED LEARNING AND NETWORK EVENT MONITORING | DO, KHANG D | 22d overdue |
| 18894295 | MULTI-MACHINE LEARNING MODEL SYSTEM FOR UNSTRUCTURED DATA | RAJAPUTRA, SUMAN | 19d overdue |
| 18897902 | DYNAMIC NETWORK TRAFFIC ANALYSIS FOR ANOMALY | RAZA, MUHAMMAD A | 18d overdue |
| 18790984 | USING DYNAMIC GLOBAL POLICIES IN POWER AND ENERGY MANAGEMENT ON HIGH PERFORMANCE COMPUTING PLATFORMS | MYERS, PAUL R | 5d overdue |
| 18757686 | METHOD FOR DATABASE MIGRATION | HALM, KWEKU WILLIAM | 3d overdue |
| 18926657 | GENERATING A METADATA CACHE FOR A BACKUP | COLAN, GIOVANNA B | 9d |
| Art Unit | Apps |
|---|---|
| 2163 | 3 |
| 2181 | 2 |
| 2166 | 2 |
| 2449 | 2 |
| 2434 | 2 |
| 2492 | 2 |
| 2176 | 2 |
| 2114 | 2 |
| 2479 | 2 |
| 2841 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18926657 | GENERATING A METADATA CACHE FOR A BACKUP | COLAN, GIOVANNA B | 2165 | §102 | Non-Final OA | 9d | Pending | Oct 25, 2024 |
| 18905555 | MECHANISM TO ENABLE OUT-OF-ORDER PACKET PROCESSING IN A DATATYPE ENGINE | YIMER, GETENTE A | 2181 | §103 | Non-Final OA | 21d | Pending | Oct 03, 2024 |
| 18852168 | RETRIEVAL, MODEL-DRIVEN, AND ARTIFICIAL INTELLIGENCE-ENABLED SEARCH | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | 30d overdue | Pending | Sep 27, 2024 |
| 18899917 | METADATA-DRIVEN ANALYTICAL DATA MODELING | GURMU, MULUEMEBET | 2163 | §103 | Final Rejection | 9d | Pending | Sep 27, 2024 |
| 18897902 | DYNAMIC NETWORK TRAFFIC ANALYSIS FOR ANOMALY | RAZA, MUHAMMAD A | 2449 | §103 | Non-Final OA | 18d overdue | Pending | Sep 26, 2024 |
| 18894295 | MULTI-MACHINE LEARNING MODEL SYSTEM FOR UNSTRUCTURED DATA | RAJAPUTRA, SUMAN | 2163 | §103 | Final Rejection | 19d overdue | Pending | Sep 24, 2024 |
| 18887181 | INTERFACE CONTROLLER FOR COMMODITY DEVICES | TABOR, AMARE F | 2434 | §103 | Non-Final OA | 33d | Pending | Sep 17, 2024 |
| 18799525 | PLATFORM FOR PRIVACY PRESERVING DECENTRALIZED LEARNING AND NETWORK EVENT MONITORING | DO, KHANG D | 2492 | Other | Non-Final OA | 22d overdue | Pending | Aug 09, 2024 |
| 18790984 | USING DYNAMIC GLOBAL POLICIES IN POWER AND ENERGY MANAGEMENT ON HIGH PERFORMANCE COMPUTING PLATFORMS | MYERS, PAUL R | 2176 | §103 | Non-Final OA | 5d overdue | Pending | Jul 31, 2024 |
| 18790511 | METHODS AND SYSTEMS FOR REPORTING PROBABLE CAUSES OF ERRORS IN SERVICES | GUYTON, PHILIP A | 2113 | §103 | Non-Final OA | 19d overdue | Pending | Jul 31, 2024 |
| 18787298 | OPTIMIZING ENERGY EFFICIENCY OF SERVER LOAD BASED ON POWER MEASUREMENTS AND CHARACTERISTICS | ALSIP, MICHAEL | 2139 | §112 | Final Rejection | 28d | Pending | Jul 29, 2024 |
| 18785506 | UNSUPERVISED SEGMENTATION OF A UNIVARIATE TIME SERIES DATASET USING MOTIFS AND SHAPELETS | VY, HUNG T | 2163 | §101 | Final Rejection | 56d overdue | Pending | Jul 26, 2024 |
| 18777056 | MANAGING USE OF MANAGEMENT CONTROLLER SECRETS BASED ON FIRMWARE OWNERSHIP HISTORY | LIPMAN, JACOB | 2434 | §103 | Non-Final OA | 9d overdue | Pending | Jul 18, 2024 |
| 18757686 | METHOD FOR DATABASE MIGRATION | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | 3d overdue | Pending | Jun 28, 2024 |
| 18751571 | LOCATING A DATA ITEM IN MULTIPLE DEDUPLICATION STORAGE SYSTEMS | ALAM, HOSAIN T | 2132 | §103 | Final Rejection | 26d overdue | Pending | Jun 24, 2024 |
| 18751429 | PREDICTIVE DIAGNOSTICS IN HIGH-PERFORMANCE COMPUTING | TRUONG, LOAN | 2114 | §103 | Non-Final OA | 5d | Pending | Jun 24, 2024 |
| 18747550 | COMPUTING SYSTEM ATTESTATION | LEWIS-TAYLOR, DAYTON A. | 2181 | §112 | Non-Final OA | 17d overdue | Pending | Jun 19, 2024 |
| 18677668 | DISTRIBUTION OF SECURITY KEYS IN A STORAGE NETWORK | WALIULLAH, MOHAMMED | 2498 | §103 | Non-Final OA | 21d | Pending | May 29, 2024 |
| 18676016 | FLEXIBLE AND DYNAMIC MANAGEMENT OF FEATURE LICENSES ON NETWORK DEVICES | ALMAGHAYREH, KHALID M | 2492 | §103 | Non-Final OA | 14d | Pending | May 28, 2024 |
| 18657504 | TRAFFIC BURST CAPACITY ALLOCATION | BARKER, TODD L | 2449 | §103 | Non-Final OA | 21d | Pending | May 07, 2024 |
| 18656924 | NEAR LINEAR AUTOENCODERS FOR CLASS LOCALIZATION AND ANOMALY DETECTION | DIGUGLIELMO, DANIELLA MARIE | 2666 | §112 | Non-Final OA | 15d overdue | Pending | May 07, 2024 |
| 18649392 | O-RING GLAND FITTINGS FOR LIQUID COOLING WITH O-RING COMPRESSION SEAL HAVING REDUNDANT NON-RADIAL SEAL PAIRS | CUMAR, NATHAN | 3675 | §103 | Non-Final OA | 26d | Pending | Apr 29, 2024 |
| 18638800 | HONEYPOT-BASED ATTACK DETECTION | ALGIBHAH, HAMZA N | 2441 | §103 | Non-Final OA | 12d | Pending | Apr 18, 2024 |
| 18630155 | DYNAMIC TIMING FOR SHUTDOWN INCLUDING ASYNCHRONOUS DYNAMIC RANDOM ACCESS MEMORY REFRESH (ADR) DUE TO AC UNDERVOLTAGE | YEN, PAUL JUEI-FU | 2175 | §102 | Final Rejection | 43d overdue | Pending | Apr 09, 2024 |
| 18619511 | MULTI-LINK OPERATION FORWARDING AGGREGATION | FOLLANSBEE, JOHN A | 2444 | §103 | Non-Final OA | 24d overdue | Pending | Mar 28, 2024 |
| 18608208 | EFFICIENT MULTICAST TRAFFIC DISTRIBUTION IN AN OVERLAY NETWORK USING UNDERLAY MULTICAST DISTRIBUTION | KHAN, AFTAB N | 2454 | §103 | Non-Final OA | 42d overdue | Pending | Mar 18, 2024 |
| 18605560 | OPTIMIZED INNOVATIVE ALGORITHM FOR BLUETOOTH LOW ENERGY (BLE) HIGH ACCURACY DISTANCE MEASUREMENT (HADM) FOR INDOOR APPLICATIONS | PATEL, PARTHKUMAR | 2479 | §103 | Non-Final OA | 5d overdue | Pending | Mar 14, 2024 |
| 18601599 | NETWORK PATH SELECTION BASED ON AGGREGATE INDICATORS | POPE, KHARYE | 2693 | §103 | Non-Final OA | 8d overdue | Pending | Mar 11, 2024 |
| 18601259 | MULTI-DIE DOT-PRODUCT ENGINE TO PROVISION LARGE SCALE MACHINE LEARNING INFERENCE APPLICATIONS | DINH, PAUL | 2851 | §102 | Non-Final OA | 35d overdue | Pending | Mar 11, 2024 |
| 18596925 | ACCESS CONTROL OF ELECTRONIC DEVICE FEATURE USING A CERTIFICATE | PARTHASARATHY, PRAMILA | 2409 | §102 | Final Rejection | 35d | Pending | Mar 06, 2024 |
| 18443475 | METHOD AND SYSTEM FOR GRANULAR DYNAMIC QUOTA-BASED CONGESTION MANAGEMENT | YUEN, KAN | 2464 | §103 | Non-Final OA | 17d overdue | Pending | Feb 16, 2024 |
| 18442260 | POWER MANAGEMENT OF ACCESS POINTS IN A NETWORK | NGUYEN, TU X | 2642 | §103 | Non-Final OA | 75d | Pending | Feb 15, 2024 |
| 18440281 | TESTING A CLOUD INFRASTRUCTURE | CHU, GABRIEL L | 2114 | §103 | Final Rejection | 84d overdue | Pending | Feb 13, 2024 |
| 18429564 | MANAGING SECURITY FEATURES OF CONTAINER ENVIRONMENTS | ABRISHAMKAR, KAVEH | 2494 | §103 | Non-Final OA | 9d | Pending | Feb 01, 2024 |
| 18428492 | ENHANCED SCAN FOR ACCESS POINT | TROST IV, WILLIAM GEORGE | 2641 | §103 | Non-Final OA | 7d | Pending | Jan 31, 2024 |
| 18427491 | CIRCUITRY ON ANTENNA MODULE, ANTENNA MODULE, AND SYSTEM COMPRISING THE SAME | SIDDIQUI, KASHIF | 2415 | §103 | Non-Final OA | 8d | Pending | Jan 30, 2024 |
| 18426821 | PERIPHERAL DEVICE-BASED MANAGEMENT OF USER SPACE PROCESS CREDENTIALS | VO, ETHAN VIET | 2431 | §103 | Non-Final OA | 1d overdue | Pending | Jan 30, 2024 |
| 18425297 | COMMAND VALIDATION AT AN INTERMEDIARY DEVICE | ZARRINEH, SHAHRIAR | 2496 | §103 | Non-Final OA | 26d overdue | Pending | Jan 29, 2024 |
| 18418551 | ACCESS CONTROL BASED ON CLASSIFICATION OF CHANGED DATA | WORKU, SARON MATTHEWOS | 2408 | §103 | Final Rejection | 27d | Pending | Jan 22, 2024 |
| 18409226 | LATCHING ASSEMBLY FOR A RISER CAGE BRACKET | MORRISON, RASHEN E | 2841 | §103 | Final Rejection | 28d | Pending | Jan 10, 2024 |
| 18408881 | RELIABLE FRAME TRANSMISSION SCHEME FOR MULTI-LINK DEVICE | SLOMS, NICHOLAS | 2476 | §103 | Non-Final OA | 1d overdue | Pending | Jan 10, 2024 |
| 18529305 | SYSTEM AND METHOD FOR FACILITATING EFFICIENT PACKET FORWARDING USING A MESSAGE STATE TABLE IN A NETWORK INTERFACE CONTROLLER (NIC) | ROUDANI, OUSSAMA | 2413 | §103 | Non-Final OA | 56d | Pending | Dec 05, 2023 |
| 18526700 | SILICON CARBIDE PLATFORMS AND THE MANUFACTURE THEREOF THROUGH SILICON CARBIDE EPITAXY ON SILICON | QI, HUA | 1714 | §103 | Final Rejection | 12d | Pending | Dec 01, 2023 |
| 18388573 | REGION-AWARE POWER & ENERGY REGULATION | HARRINGTON, CHERI L. | 2176 | §103 | Final Rejection | 19d overdue | Pending | Nov 10, 2023 |
| 18498253 | ACCELERATING PROVISIONING OF WIRELESS DEVICE | GONZALES, APRIL GUZMAN | 2648 | §102 | Non-Final OA | 28d | Pending | Oct 31, 2023 |
| 18492176 | REAL-TIME CARBON FOOTPRINT REDUCTION CONTROLLER | CAI, CHARLES J | 2115 | §103 | Non-Final OA | 15d overdue | Pending | Oct 23, 2023 |
| 18491387 | FASTENER ASSEMBLY TO REMOVABLY FASTEN A RISER CAGE ASSEMBLY TO AN ELECTRONIC DEVICE | CRUM, GAGE STEPHEN | 2841 | §103 | Non-Final OA | 114d overdue | Pending | Oct 20, 2023 |
| 18456841 | IN-SERVICE UPGRADE OF PROGRAM CODE FILES | BOURZIK, BRAHIM | 2191 | §103 | Non-Final OA | 34d | Pending | Aug 28, 2023 |
| 18452599 | ACTIONS BY SENSORS AT DIFFERENT TIME OFFSETS | EVANS, GEOFFREY T | 2852 | §103 | Non-Final OA | 22d | Pending | Aug 21, 2023 |
| 18366062 | SYSTEMS AND METHODS FOR ENHANCING MESH OVER WI-FI 6E | EISNER, RONALD | 2644 | §103 | Non-Final OA | 21d | Pending | Aug 07, 2023 |
| 18358144 | REGULATING USAGES OF RESOURCES SHARED BY MICROSERVICE CONSUMERS BASED ON CAPACITY AND CONSUMPTION QUOTAS | MAHMUD, GOLAM | 2458 | §103 | Non-Final OA | 46d overdue | Pending | Jul 25, 2023 |
| 18358155 | DISTRIBUTED SYSTEMS HAVING VERSIONED STORAGE REPLICA TABLES | TANG, KENNETH | 2197 | §101 | Non-Final OA | 9d overdue | Pending | Jul 25, 2023 |
| 18307148 | MACHINE LEARNING-BASED TROUBLESHOOTING ANALYSIS ENGINE TO IDENTIFY CAUSES OF COMPUTER SYSTEM ISSUES | SAX, STEVEN PAUL | 2146 | §103 | Non-Final OA | 42d overdue | Pending | Apr 26, 2023 |
| 18307212 | OFFLOADING NETWORK COMMUNICATION OPERATION SYNCHRONIZATIONS TO ACCELERATOR STREAMS | SEYE, ABDOU K | 2198 | §103 | Final Rejection | 70d | Pending | Apr 26, 2023 |
| 18139819 | DYNAMIC DISTRIBUTION OF CLIENT DEVICES IN GATEWAY CLUSTER | TALIOUA, ABDELBASST | 2445 | §103 | Non-Final OA | 60d overdue | Pending | Apr 26, 2023 |
| 18306383 | COOLING CONTROL OF ELECTRONIC DEVICES UTILIZING PORT STATUS LIGHTS | LAUGHLIN, NATHAN L | 2119 | §103 | Non-Final OA | 43d overdue | Pending | Apr 25, 2023 |
| 18306459 | HARMONIC CHANNEL DETECTION AND PREVENTION | YOUNG, STEVE R | 2477 | §103 | Non-Final OA | 4d overdue | Pending | Apr 25, 2023 |
| 18305481 | DATA ACCESS IN A COLLECTION OF COMPUTING NODES | BAKHIT, CHRISTIAN MAMDOUH | 2199 | §103 | Non-Final OA | 56d overdue | Pending | Apr 24, 2023 |
| 18298607 | ACCESS POINT FAULT AND ERROR CODE COMMUNICATION | OHRI, ROMANI | 2413 | §103 | Non-Final OA | 69d | Pending | Apr 11, 2023 |
| 18183781 | ON-CHIP LASER NEURON INTEGRATED ON SILICON | WIGGER, BENJAMIN DAVID | 3645 | §103 | Non-Final OA | 5d | Pending | Mar 14, 2023 |
| 18066140 | METHOD AND MEDIUM FOR CUSTOMER PRODUCT RECOMMENDATIONS | ZIMMERMAN, MATTHEW E | 3688 | §101 | Final Rejection | 34d | Pending | Dec 14, 2022 |
| 18058127 | PROVIDING INTEGRATED CIRCUIT FUNCTIONALITY COVERAGE INDICATORS USING STATE SEQUENCE DETECTORS | PIERRE LOUIS, ANDRE | 2187 | §103 | Non-Final OA | 77d | Pending | Nov 22, 2022 |
| 18051121 | MULTICAST TRAFFIC FORWARDING IN OVERLAY NETWORKS | LANGER, PAUL ANTHONY | 2419 | §103 | Non-Final OA | 19d overdue | Pending | Oct 31, 2022 |
| 18050609 | LINK FAILURE DETECTION FOR MULTI-LINK DEVICE | WILLIAMS, ALYSSA RENEE | 2465 | §103 | Non-Final OA | 7d | Pending | Oct 28, 2022 |
| 17962913 | OPTIMIZED DEREGISTRATION OF USER EQUIPMENT | JEONG, MOO RYONG | 2418 | §112 | Non-Final OA | 338d overdue | Pending | Oct 10, 2022 |
| 17961347 | DYNAMIC TRANSMISSION BANDWIDTH CONTRACTS BETWEEN HUB AND SPOKE DEVICES | PHAM, NHU | 2479 | §103 | Non-Final OA | 72d overdue | Pending | Oct 06, 2022 |
| 17958189 | OBJECT STORE OFFLOADING | MORRIS, JOHN J | 2152 | §103 | Final Rejection | 117d overdue | Pending | Sep 30, 2022 |
| 17937071 | OPTICAL DEVICE HAVING UNIDIRECTIONAL MICRORING RESONATOR LASER CAPABLE OF SINGLE-MODE OPERATION | NIU, XINNING | 2828 | §103 | Non-Final OA | 61d | Pending | Sep 30, 2022 |
| 17954906 | SWARM LEARNING, PRIVACY PRESERVING, DE-CENTRALIZED IID DRIFT CONTROL | WONG, WILLIAM | 2144 | §103 | Final Rejection | 36d overdue | Pending | Sep 28, 2022 |
| 17822702 | INPUT/OUTPUT EXPANSION EMULATION WITH A PROGRAMMABLE DEVICE | ALHIJA, SAIF A | 2186 | §103 | Final Rejection | 27d | Pending | Aug 26, 2022 |
| 17868587 | EXECUTING FEDERATED WORKFLOWS FROM EDGE TO CORE | BAKHIT, CHRISTIAN MAMDOUH | 2199 | §103 | Non-Final OA | 16d | Pending | Jul 19, 2022 |
| 17049032 | CONVOLUTIONAL NEURAL NETWORK | HEFFINGTON, JOHN M | 2145 | §103 | Non-Final OA | 43d overdue | Pending | Oct 20, 2020 |
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