Prosecution Insights
Prosecution Insights
Technology areas: Computing & Software • Networking & Security
97 pending office actions • 67 art units • 94 examiners • 0 of 97 (0%) have an AI response strategy ready • 379 patents granted in the last 365 days
Hewlett Packard Enterprise Development L.P. manages a large company patent portfolio in the Networking & Security technology area. The portfolio features 97 pending office actions. These actions are handled by 94 distinct examiners, reflecting a broad distribution of work across the patent office. The 97 pending office actions are remarkably diverse, spanning 67 distinct art units. HALM, KWEKU WILLIAM is the busiest examiner, though he only holds 2 pending actions.
This high number of 67 art units relative to the pending actions indicates that the company's networking and security innovations are highly varied. With 94 distinct examiners involved, the company must navigate a vast array of examiner personalities and art unit cultures. The fact that the busiest examiner has only 2 pending actions underscores the lack of examiner concentration in this portfolio. Practitioners should prepare for a wide range of examiner interactions across the 67 distinct art units. This decentralized structure requires a highly adaptable prosecution strategy to address the diverse requirements of the identified technical groups.
Based on the USPTO statutory response window for each pending office action. 28 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. 28 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 | 4 (4%) |
| §101 + other | 9 (9%) |
| §103 only | 48 (49%) |
| §102 only | 7 (7%) |
| §112 only | 1 (1%) |
| Double-patenting only | 1 (1%) |
| Multi-statute (no §101) | 27 (28%) |
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 | 79.2% | +12.4% |
| ZARRINEH, SHAHRIAR | 2 | 77.3% | +6.9% |
| CRUM, GAGE STEPHEN | 2 | 56.9% | +30.1% |
| PREM, SAIPRATAP | 1 | — | — |
| SERRAO, RANODHI N | 1 | 87.2% | +15.4% |
| HABASHI, DANIEL MONIS S | 1 | — | — |
| REZA, MOHAMMAD W | 1 | 87.5% | +11.2% |
| WU, TONY | 1 | 53.4% | +26.5% |
| KIRK, BRYAN J | 1 | 33.6% | +43.7% |
| CHAUDRY, MUJTABA M | 1 | 84.5% | +3.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19190678 | COMMUNICATION ISSUE CAUSATION IDENTIFICATION | SERRAO, RANODHI N | — |
| 19074556 | OPERATING SYSTEM KERNEL INTEGRITY INSPECTION IN A TRUSTED EXECUTION ENVIRONMENT | REZA, MOHAMMAD W | — |
| 19043098 | MULTI-LEVEL FORWARD ERROR CORRECTION WITH LINK LEVEL RETRANSMISSION | CHAUDRY, MUJTABA M | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17958189 | OBJECT STORE OFFLOADING | MORRIS, JOHN J | 117d overdue |
| 18306383 | COOLING CONTROL OF ELECTRONIC DEVICES UTILIZING PORT STATUS LIGHTS | LAUGHLIN, NATHAN L | 43d overdue |
| 18894295 | MULTI-MACHINE LEARNING MODEL SYSTEM FOR UNSTRUCTURED DATA | RAJAPUTRA, SUMAN | 19d overdue |
| 18790511 | METHODS AND SYSTEMS FOR REPORTING PROBABLE CAUSES OF ERRORS IN SERVICES | GUYTON, PHILIP A | 19d overdue |
| 18605560 | OPTIMIZED INNOVATIVE ALGORITHM FOR BLUETOOTH LOW ENERGY (BLE) HIGH ACCURACY DISTANCE MEASUREMENT (HADM) FOR INDOOR APPLICATIONS | PATEL, PARTHKUMAR | 5d overdue |
| 18757686 | METHOD FOR DATABASE MIGRATION | HALM, KWEKU WILLIAM | 3d overdue |
| 18183781 | ON-CHIP LASER NEURON INTEGRATED ON SILICON | WIGGER, BENJAMIN DAVID | 5d |
| 18926657 | GENERATING A METADATA CACHE FOR A BACKUP | COLAN, GIOVANNA B | 9d |
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 |
|---|---|---|---|
| 18852168 | RETRIEVAL, MODEL-DRIVEN, AND ARTIFICIAL INTELLIGENCE-ENABLED SEARCH | HALM, KWEKU WILLIAM | 30d overdue |
| 18757686 | METHOD FOR DATABASE MIGRATION | HALM, KWEKU WILLIAM | 3d overdue |
| 19190678 | COMMUNICATION ISSUE CAUSATION IDENTIFICATION | SERRAO, RANODHI N | — |
| 19074556 | OPERATING SYSTEM KERNEL INTEGRITY INSPECTION IN A TRUSTED EXECUTION ENVIRONMENT | REZA, MOHAMMAD W | — |
| 19050783 | DETERMINATION OF OVERLAP OF DATA PROTECTION POLICIES | WU, TONY | — |
| 19047809 | LINEAGE BASED APPROACH TO MEASURE CARBON FOOTPRINT IN DISTRIBUTED WORKFLOWS | KIRK, BRYAN J | — |
| 18495962 | HOT SWAPPABLE DRIVE CAGE | CRUM, GAGE STEPHEN | — |
| 18363969 | RISER CAGE BRACKET ASSEMBLED FROM A RISER CAGE BODY AND INTERCHANGEABLE RISER CAGE WINDOWS | CRUM, GAGE STEPHEN | — |
| Art Unit | Apps |
|---|---|
| 2494 | 4 |
| 2444 | 4 |
| 2166 | 3 |
| 4100 | 3 |
| 2841 | 3 |
| 2407 | 2 |
| 2491 | 2 |
| 2436 | 2 |
| 2498 | 2 |
| 2163 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19190679 | OPTIMIZED DEEP PACKET INSPECTION FOR ROLE-BASED POLICIES | PREM, SAIPRATAP | 2494 | §103 | Non-Final OA | — | Pending | Apr 27, 2025 |
| 19190678 | COMMUNICATION ISSUE CAUSATION IDENTIFICATION | SERRAO, RANODHI N | 2444 | §102 | Non-Final OA | — | Pending | Apr 27, 2025 |
| 19096122 | NEUTRAL HOST NETWORKS FOR PRIVATE CELLULAR NETWORKS | HABASHI, DANIEL MONIS S | 2407 | §103 | Non-Final OA | — | Pending | Mar 31, 2025 |
| 19074556 | OPERATING SYSTEM KERNEL INTEGRITY INSPECTION IN A TRUSTED EXECUTION ENVIRONMENT | REZA, MOHAMMAD W | 2407 | §102 | Non-Final OA | — | Pending | Mar 10, 2025 |
| 19050783 | DETERMINATION OF OVERLAP OF DATA PROTECTION POLICIES | WU, TONY | 2166 | §103 | Non-Final OA | — | Pending | Feb 11, 2025 |
| 19047809 | LINEAGE BASED APPROACH TO MEASURE CARBON FOOTPRINT IN DISTRIBUTED WORKFLOWS | KIRK, BRYAN J | 3628 | §101 | Non-Final OA | — | Pending | Feb 07, 2025 |
| 19043098 | MULTI-LEVEL FORWARD ERROR CORRECTION WITH LINK LEVEL RETRANSMISSION | CHAUDRY, MUJTABA M | 2112 | §103 | Final Rejection | — | Pending | Jan 31, 2025 |
| 19042191 | ANOMALY DETECTION IN NETWORK FUNCTION OBSERVABILITY | HABTEGEORGIS, MATTHIAS | 2491 | §102§103§112 | Non-Final OA | — | Pending | Jan 31, 2025 |
| 19035235 | DYNAMIC TDD POLICY ADAPTATION | TSE, YOUNG TOI | 2632 | §103§112 | Non-Final OA | — | Pending | Jan 23, 2025 |
| 18989606 | POWER INPUT CONNECTOR MODULE FOR AN INFORMATION PROCESSING DEVICE | MISHLER, ROBIN J | 2628 | §102 | Final Rejection | — | Pending | Dec 20, 2024 |
| 18951758 | CHECKING BACKUP DATA BASED ON HONEYPOT OBJECTS | LIN, ALLEN S | 2153 | §101§102§103 | Non-Final OA | — | Pending | Nov 19, 2024 |
| 18951113 | STORAGE DEDUPLICATION OF NON-DETERMINISTICALLY ENCRYPTED DATA | TRAORE, FATOUMATA | 2436 | §102§103 | Non-Final OA | — | Pending | Nov 18, 2024 |
| 18937496 | AUTOMATED DETERMINING OF METADATA TAGS | SHECHTMAN, CHERYL MARIA | 2164 | §103 | Non-Final OA | — | Pending | Nov 05, 2024 |
| 18932710 | UPDATE MANIFEST CERTIFICATES | KHAN, MOEEN | 2436 | §103 | Final Rejection | — | Pending | Oct 31, 2024 |
| 18926657 | GENERATING A METADATA CACHE FOR A BACKUP | COLAN, GIOVANNA B | 2165 | §102§103 | Final Rejection | 9d | Pending | Oct 25, 2024 |
| 18925316 | TECHNIQUES FOR PROVIDING HYPERTEXT TRANSFER PROTOCOL THROUGH A SECURE ENVIRONMENT | HENNING, MATTHEW T | 2491 | DP | Final Rejection | — | Pending | Oct 24, 2024 |
| 18921780 | QUALIFYING A SERVICE | ALLEN, WILLIAM J | 3619 | §101§102§103 | Non-Final OA | — | Pending | Oct 21, 2024 |
| 18918507 | SECURITY MODULE VALIDATION | IDOWU, OLUGBENGA O | 2494 | §102 | Final Rejection | — | Pending | Oct 17, 2024 |
| 18916314 | DATA ANOMALY DETERMINATION BASED ON OBJECT TYPE INFORMATION FOR BLOCK INPUT/OUTPUT OPERATIONS | DILUZIO, NICHOLAS JOSEPH | 2498 | §103 | Non-Final OA | — | Pending | Oct 15, 2024 |
| 18913856 | FLOW CHANNEL HASH FUNCTION | DU, ZONGHUA A | 2444 | §103§112 | Non-Final OA | — | Pending | Oct 11, 2024 |
| 18903749 | QOE-AWARE DYNAMIC RESOURCE ALLOCATION | BENGZON, GREG C | 2444 | §103 | Final Rejection | — | Pending | Oct 01, 2024 |
| 18899917 | METADATA-DRIVEN ANALYTICAL DATA MODELING | GURMU, MULUEMEBET | 2163 | §103 | Non-Final OA | 9d | Pending | Sep 27, 2024 |
| 18899979 | TRAFFIC REROUTING IN A LINK AGGREGATION GROUP | SURVILLO, OLEG | 2457 | §103 | Final Rejection | — | Pending | Sep 27, 2024 |
| 18852168 | RETRIEVAL, MODEL-DRIVEN, AND ARTIFICIAL INTELLIGENCE-ENABLED SEARCH | HALM, KWEKU WILLIAM | 2166 | §103 | Final Rejection | 30d overdue | Pending | Sep 27, 2024 |
| 18897902 | DYNAMIC NETWORK TRAFFIC ANALYSIS FOR ANOMALY | RAZA, MUHAMMAD A | 2449 | §103 | Final Rejection | 18d overdue | Pending | Sep 26, 2024 |
| 18898213 | SMART LOG ANALYTICS FOR LARGE-SCALE HIGH PERFORMANCE COMPUTING AND ARTIFICIAL INTELLIGENCE SYSTEMS | WILSON, YOLANDA L | 2113 | §101 | Final Rejection | — | Pending | Sep 26, 2024 |
| 18896153 | MIXING DETERMINISTIC AND ADAPTIVE FORWARDING IN A HIGH-SPEED NETWORK | ESTRADA, JONATHAN ERIC | 2451 | §103§112 | Non-Final OA | — | Pending | Sep 25, 2024 |
| 18896454 | NETWORK-WIDE POLICY INTENT ORCHESTRATION | OLAEGBE, MUDASIRU K | 2495 | §103 | Non-Final OA | — | Pending | Sep 25, 2024 |
| 18894295 | MULTI-MACHINE LEARNING MODEL SYSTEM FOR UNSTRUCTURED DATA | RAJAPUTRA, SUMAN | 2163 | §101§103 | Final Rejection | 19d overdue | Pending | Sep 24, 2024 |
| 18893079 | SECURED DATA ACCESS IN VIRTUAL DATA PROCESSING | MAI, KEVIN S | 2499 | §103§112 | Final Rejection | — | Pending | Sep 23, 2024 |
| 18823445 | GENERATING SERVICE STACK MAPS FOR MICROSERVICE-BASED APPLICATIONS | RASHID, ISHRAT | 2459 | §103 | Non-Final OA | — | Pending | Sep 03, 2024 |
| 18813462 | MANAGING STORAGE OF SECRETS IN MEMORIES OF BASEBOARD MANAGEMENT CONTROLLERS | ALATA, AYOUB | 2494 | §103 | Final Rejection | — | Pending | Aug 23, 2024 |
| 18799590 | REQUEST OF AUTOMATED FREQUENCY COORDINATION RESPONSE | TAYLOR, BARRY W | 2646 | §103§112 | Non-Final OA | — | Pending | Aug 09, 2024 |
| 18835825 | MULTI-LINK SETUP LINK RECOMMENDATION | AREVALO, JOSEPH | — | §102§103 | Non-Final OA | — | Pending | Aug 05, 2024 |
| 18835601 | EFFICIENT DESIGN OF A SUPPLEMENTARY BEACON FOR WI-FI NETWORKS | CRUTCHFIELD, CHRISTOPHER M | — | §103§112 | Non-Final OA | — | Pending | Aug 02, 2024 |
| 18790511 | METHODS AND SYSTEMS FOR REPORTING PROBABLE CAUSES OF ERRORS IN SERVICES | GUYTON, PHILIP A | 2113 | §102§103 | Non-Final OA | 19d overdue | Pending | Jul 31, 2024 |
| 18784119 | ANTENNA DEVICE WITH SMART ANTENNA DEVICE AND WIRELESS DEVICE | AYOTUNDE, AYODEJI O | 2649 | §103 | Non-Final OA | — | Pending | Jul 25, 2024 |
| 18833015 | SPATIAL REUSE FOR ACCESS POINTS ADVERTISING MULTIPLE MBSSID SETS | MAGLOIRE, ELISABETH BENOIT | — | §112 | Non-Final OA | — | Pending | Jul 25, 2024 |
| 18765901 | CONTROLLER SUB-CLUSTER SELECTION BY A NETWORK DEVICE AFTER A CLUSTER SPLIT | HAQUE, ABUSAYEED M | — | §102Other | Non-Final OA | — | Pending | Jul 08, 2024 |
| 18757686 | METHOD FOR DATABASE MIGRATION | HALM, KWEKU WILLIAM | 2166 | §102§103 | Non-Final OA | 3d overdue | Pending | Jun 28, 2024 |
| 18751571 | LOCATING A DATA ITEM IN MULTIPLE DEDUPLICATION STORAGE SYSTEMS | ALAM, HOSAIN T | 2132 | §102 | Non-Final OA | 26d overdue | Pending | Jun 24, 2024 |
| 18751429 | PREDICTIVE DIAGNOSTICS IN HIGH-PERFORMANCE COMPUTING | TRUONG, LOAN | 2114 | §103 | Final Rejection | 5d | Pending | Jun 24, 2024 |
| 18734867 | TIMESTAMPING OF DIRECT WIRELESS PATH SIGNAL | GAO, JING | 4100 | §103 | Non-Final OA | — | Pending | Jun 05, 2024 |
| 18734839 | CLASSIFICATION OF AN AP PAIR AS A LINE-OF-SIGHT PAIR OR NON-LINE-OF-SIGHT PAIR | TRAN, THINH D | 2466 | §102§103 | Non-Final OA | — | Pending | Jun 05, 2024 |
| 18677994 | SYSTEM AND METHOD FOR FACILITATING DATA-DRIVEN INTELLIGENT NETWORK WITH FLOW CONTROL OF INDIVIDUAL APPLICATIONS AND TRAFFIC FLOWS | SEN, ANINDITA | 2478 | §103 | Final Rejection | — | Pending | May 30, 2024 |
| 18677668 | DISTRIBUTION OF SECURITY KEYS IN A STORAGE NETWORK | WALIULLAH, MOHAMMED | 2498 | §103 | Final Rejection | 21d | Pending | May 29, 2024 |
| 18654953 | SYSTEMS AND METHODS OF RESOURCE CONFIGURATION OPTIMIZATION FOR MACHINE LEARNING WORKLOADS | LU, HWEI-MIN | — | §102§103§112 | Non-Final OA | — | Pending | May 03, 2024 |
| 18650387 | NETWORK DEVICES HAVING LINK STATE TOGGLING-RESPONSIVE DAMPENERS | MADDOX, MICHAEL WAYNE | 2463 | §103§112 | Non-Final OA | — | Pending | Apr 30, 2024 |
| 18649392 | O-RING GLAND FITTINGS FOR LIQUID COOLING WITH O-RING COMPRESSION SEAL HAVING REDUNDANT NON-RADIAL SEAL PAIRS | CUMAR, NATHAN | 3675 | §103 | Final Rejection | 26d | Pending | Apr 29, 2024 |
| 18637084 | DATA REPRESENTATION FOUNDATION FOR AI OBSERVABILITY AND EXPLAINABILITY | LE, HUNG D | — | §101 | Non-Final OA | — | Pending | Apr 16, 2024 |
| 18630155 | DYNAMIC TIMING FOR SHUTDOWN INCLUDING ASYNCHRONOUS DYNAMIC RANDOM ACCESS MEMORY REFRESH (ADR) DUE TO AC UNDERVOLTAGE | YEN, PAUL JUEI-FU | 2175 | §103Other | Non-Final OA | 43d overdue | Pending | Apr 09, 2024 |
| 18628888 | ADAPTER FOR OCP MODULE | ALHAWAMDEH, NADER J | — | §102 | Non-Final OA | — | Pending | Apr 08, 2024 |
| 18626975 | TUNNEL FAILOVER IN A NETWORK SYSTEM | NOWLIN, ERIC | 2474 | §103 | Final Rejection | — | Pending | Apr 04, 2024 |
| 18619511 | MULTI-LINK OPERATION FORWARDING AGGREGATION | FOLLANSBEE, JOHN A | 2444 | §103 | Non-Final OA | 24d overdue | Pending | Mar 28, 2024 |
| 18609930 | MULTI-LINK OPERATION LINK TRANSITION PROTECTION | ABDULLAEV, ERKIN SHAVKATOVICH | 2648 | §103 | Final Rejection | — | Pending | Mar 19, 2024 |
| 18608208 | EFFICIENT MULTICAST TRAFFIC DISTRIBUTION IN AN OVERLAY NETWORK USING UNDERLAY MULTICAST DISTRIBUTION | KHAN, AFTAB N | 2454 | §103 | Final Rejection | 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 | §102§103§112 | Final Rejection | 5d overdue | Pending | Mar 14, 2024 |
| 18596925 | ACCESS CONTROL OF ELECTRONIC DEVICE FEATURE USING A CERTIFICATE | ARMOUCHE, HADI S | 2409 | §102§112 | Final Rejection | 35d | Pending | Mar 06, 2024 |
| 18591128 | INCIDENT DRIVEN WORKLOAD DRIFT DETECTION AND CLASSIFICATION | LEE, SANGKYUNG | — | §101§103 | Final Rejection | — | Pending | Feb 29, 2024 |
| 18435226 | ANTENNA SYSTEMS FOR OBTAINING POSITION INFORMATION USING POLARIZATION LOSS OPTIMIZATION | SOROWAR, GOLAM | 2641 | §103 | Non-Final OA | — | Pending | Feb 07, 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 | Final Rejection | 7d | Pending | Jan 31, 2024 |
| 18425297 | COMMAND VALIDATION AT AN INTERMEDIARY DEVICE | ZARRINEH, SHAHRIAR | 2496 | §103 | Final Rejection | 26d overdue | Pending | Jan 29, 2024 |
| 18419887 | DIGITAL LEARNING CONTENT AUTHORING TOOL ADAPTED FOR NON-TECHNICAL AUTHORS | NEHCHIRI, KOOROSH | 2174 | §103 | Non-Final OA | — | Pending | Jan 23, 2024 |
| 18528477 | SYSTEM AND METHOD FOR SELF-HEALING IN DECENTRALIZED MODEL BUILDING FOR MACHINE LEARNING USING BLOCKCHAIN | SITIRICHE, LUIS A | — | §101§103Other | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18522791 | ARTIFICIAL INTELLIGENCE (AI) FOR HARDWARE/SOFTWARE CO-DESIGN OF ACCELERATORS AND MACHINE LEARNING MODELS | SHAH, SAYED MUNEER | — | §102§103 | Non-Final OA | — | Pending | Nov 29, 2023 |
| 18498460 | VIRTUAL-TIME RATE FOR MANAGING QUEUES | TODD, GREGORY G | 2443 | §103§112 | Final Rejection | — | Pending | Oct 31, 2023 |
| 18498291 | MULTICAST FRAME TRANSMISSION IN WIRELESS LOCAL AREA NETWORK | CAI, WAYNE HUU | 2644 | §103 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18497453 | POWER-SPACE EFFICIENT PHOTONIC FOURIER CONVOLUTIONAL NEURAL NETWORK | TAN, DAVID H | 4100 | §102§103 | Non-Final OA | — | Pending | Oct 30, 2023 |
| 18497944 | EXCHANGING USER ENVIRONMENTS OF EDGE COMPUTING SYSTEMS AND HIGH-PERFORMANCE COMPUTING SYSTEMS | MULLINAX, CLINT LEE | 4100 | §103 | Non-Final OA | — | Pending | Oct 30, 2023 |
| 18495962 | HOT SWAPPABLE DRIVE CAGE | CRUM, GAGE STEPHEN | 2841 | §103 | Non-Final OA | — | Pending | Oct 27, 2023 |
| 18495348 | TRACING THE PATH OF A LOOP IN A NETWORK | MUI, GARY | 2462 | §103 | Final Rejection | — | Pending | Oct 26, 2023 |
| 18491361 | MODULAR CONNECTOR FOR AN ELECTRONIC DEVICE | SASSERATH, ELISA MARIE | 2841 | §103 | Non-Final OA | — | Pending | Oct 20, 2023 |
| 18476161 | PREDICTIVE MAINTENANCE FOR DISTRIBUTED SYSTEMS | TEKLE, DANIEL T | 2481 | §103 | Final Rejection | — | Pending | Sep 27, 2023 |
| 18472649 | OPTICALLY ACTIVATED NEURAL NETWORKS | ZARRINEH, SHAHRIAR | 2496 | §103 | Non-Final OA | — | Pending | Sep 22, 2023 |
| 18466800 | MULTI-OS HETEROGENEOUS VIRTUAL MACHINE | ANYA, CHARLES E | 2194 | §103 | Final Rejection | — | Pending | Sep 13, 2023 |
| 18456841 | IN-SERVICE UPGRADE OF PROGRAM CODE FILES | BOURZIK, BRAHIM | 2191 | §103 | Final Rejection | 34d | Pending | Aug 28, 2023 |
| 18450102 | Automated Determination of Stopping Conditions in Online Experiments | PHAKOUSONH, DARAVANH | 2121 | §101 | Final Rejection | — | Pending | Aug 15, 2023 |
| 18363969 | RISER CAGE BRACKET ASSEMBLED FROM A RISER CAGE BODY AND INTERCHANGEABLE RISER CAGE WINDOWS | CRUM, GAGE STEPHEN | 2841 | §103 | Non-Final OA | — | Pending | Aug 02, 2023 |
| 18359540 | MULTI-VECTOR OPTICAL MULTIPLIER | RADKOWSKI, PETER | 2874 | §103 | Final Rejection | — | Pending | Jul 26, 2023 |
| 18340491 | FAN CONTROL FOR POWER OVER ETHERNET DEVICE BASED ON POWER USAGE | BADERMAN, SCOTT T | 2118 | §103 | Non-Final OA | — | Pending | Jun 23, 2023 |
| 18320608 | OPTOELECTRONIC DEVICES COMPRISING BURIED WIDE BANDGAP HIGH THERMAL CONDUCTIVITY MATERIAL | KING, JOSHUA | 2828 | §103§112 | Non-Final OA | — | Pending | May 19, 2023 |
| 18315269 | APPLYING A GROUP BASED POLICY TO NETWORK TRAFFIC FROM A CLIENT | BROWN, CHRISTOPHER J | 2439 | §103 | Non-Final OA | — | Pending | May 10, 2023 |
| 18307148 | MACHINE LEARNING-BASED TROUBLESHOOTING ANALYSIS ENGINE TO IDENTIFY CAUSES OF COMPUTER SYSTEM ISSUES | SAX, STEVEN PAUL | 2146 | §103 | Final Rejection | 42d overdue | Pending | Apr 26, 2023 |
| 18306383 | COOLING CONTROL OF ELECTRONIC DEVICES UTILIZING PORT STATUS LIGHTS | LAUGHLIN, NATHAN L | 2119 | §102§103 | Final Rejection | 43d overdue | Pending | Apr 25, 2023 |
| 18298607 | ACCESS POINT FAULT AND ERROR CODE COMMUNICATION | OHRI, ROMANI | 2413 | §103§112 | Non-Final OA | 69d | Pending | Apr 11, 2023 |
| 18183781 | ON-CHIP LASER NEURON INTEGRATED ON SILICON | WIGGER, BENJAMIN DAVID | 3645 | §103§112 | Final Rejection | 5d | Pending | Mar 14, 2023 |
| 18175411 | OPTIMIZING COST AND PERFORMANCE FOR SERVERLESS DATA ANALYTICS WORKLOADS | DO, CHAT C | 2193 | §101§112 | Non-Final OA | — | Pending | Feb 27, 2023 |
| 18169972 | DETERMINING LIKELIHOODS OF COMPUTER SYSTEM STATE TRANSITIONS BASED ON STATE TRANSITION HISTORIES | COOK, BRIAN S | 2187 | §103§112 | Non-Final OA | — | Pending | Feb 16, 2023 |
| 18160695 | WORKLOAD SCHEDULING BASED ON INFRASTRUCTURE GROUPS ASSIGNED TO WORKLOADS | AQUINO, WYNUEL S | 2100 | §101§103 | Final Rejection | — | Pending | Jan 27, 2023 |
| 18066140 | METHOD AND MEDIUM FOR CUSTOMER PRODUCT RECOMMENDATIONS | ZIMMERMAN, MATTHEW E | 3688 | §101§112 | Non-Final OA | 34d | Pending | Dec 14, 2022 |
| 18050609 | LINK FAILURE DETECTION FOR MULTI-LINK DEVICE | WILLIAMS, ALYSSA RENEE | 2465 | §103 | Final Rejection | 7d | Pending | Oct 28, 2022 |
| 17958189 | OBJECT STORE OFFLOADING | MORRIS, JOHN J | 2152 | §103§112 | Final Rejection | 117d overdue | Pending | Sep 30, 2022 |
| 17953595 | CURRENT INPUT ANALOG CONTENT ADDRESSABLE MEMORY | BUI, KENNY KIM | 2182 | §103§112 | Non-Final OA | — | Pending | Sep 27, 2022 |
| 17513647 | HYBRID MODEL FOR CASE COMPLEXITY CLASSIFICATION | PHUNG, QUOC LY PHU | 2143 | §101§103§112 | Final Rejection | — | Pending | Oct 28, 2021 |
| 17205632 | SYSTEMS AND METHODS FOR CALCULATING VALIDATION LOSS FOR MODELS IN DECENTRALIZED MACHINE LEARNING | RIFKIN, BEN M | 2123 | §103 | Final Rejection | — | Pending | Mar 18, 2021 |
| 17049032 | CONVOLUTIONAL NEURAL NETWORK | HEFFINGTON, JOHN M | 2145 | §103 | Final Rejection | 43d overdue | Pending | Oct 20, 2020 |
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