Prosecution Insights
Prosecution Insights
249 pending office actions • 122 art units • 228 examiners • 0 of 249 (0%) have an AI response strategy ready • 655 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 245 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. 245 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 | 34 (14%) |
| §103 only | 179 (72%) |
| §102 only | 16 (6%) |
| §112 only | 8 (3%) |
| No statute on record | 12 (5%) |
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 |
|---|---|---|---|
| HOANG, SON T | 2 | 83.4% | +35.0% |
| SINGH, AMRESH | 2 | 75.8% | +22.3% |
| TRUONG, LAN DAI T | 2 | 91.1% | +11.6% |
| IQBAL, MUSTAFA | 2 | 46.4% | +27.6% |
| NANO, SARGON N | 2 | 81.0% | -2.0% |
| SOMERS, MARC S | 2 | 64.7% | +34.5% |
| CHIANG, JASON | 2 | 83.0% | +28.6% |
| LOWEN, NICHOLAS DANIEL | 2 | 62.5% | +75.0% |
| DHAKAD, RUPALI | 2 | 38.2% | +32.6% |
| LEE, PO HAN | 2 | 32.3% | +41.1% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19091846 | MACHINE LEARNING FOR SIMILARITY SCORES BETWEEN DIFFERENT DOCUMENT SCHEMAS | HOANG, SON T | 60d overdue |
| 18770123 | Implementing Tenancies Of Different Tenancy Types In A Cloud Environment | CHIANG, JASON | 25d overdue |
| 18909252 | AUTOMATICALLY INFERRING SOFTWARE-DEFINED NETWORK POLICIES FROM THE OBSERVED WORKLOAD IN A COMPUTING ENVIRONMENT | TRUONG, LAN DAI T | 5d |
| 18790513 | System And Method For Providing Multi-Tiered Reporting In A Realm Of A Cloud Environment | CHIANG, JASON | 12d |
| 18650645 | EMI ANOMALY DETECTION IN COMPUTER SYSTEMS USING ANTENNA IN EXPANSION CARD FORM FACTOR | TRUONG, LAN DAI T | 15d |
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 |
|---|---|---|---|
| 17735143 | MINIMIZING UNMET DEMANDS DUE TO SHORT SUPPLY | EL-BATHY, MOHAMED N | 177d overdue |
| 18825689 | TOKEN EXCHANGE SERVICE FOR CUSTOMER WORKLOADS | NANO, SARGON N | 44d overdue |
| 18384462 | AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS | OBAID, HAMZEH M | 43d overdue |
| 17073525 | Cognitive Error Recommendation Based on Log Data | TRIEU, EM N | 37d overdue |
| 18595039 | TARGETING CODE ANALYSIS ON UNPREDICTABLE SECTIONS OF TEXT | ST LEGER, GEOFFREY R | 36d overdue |
| 18633064 | SUBSTRATE INSTANCE CERTIFICATES | KIM, HEE SOO | 31d overdue |
| 17191379 | RANDOMIZED METHOD FOR IMPROVING APPROXIMATIONS FOR NONLINEAR SUPPORT VECTOR MACHINES | PRESSLY, KURT NICHOLAS | 19d overdue |
| 18632114 | SYSTEM AND METHOD FOR DETERMINATION OF RECOMMENDATIONS AND ALERTS IN AN ANALYTICS ENVIRONMENT | HATCHER, DEIRDRE D | 11d overdue |
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 |
|---|---|---|---|
| 18812520 | UNIFIED XML INDEXING | SOMERS, MARC S | 141d overdue |
| 19071065 | DISCOVERY OF DISCRETE PARTITIONING INFORMATION | HOANG, SON T | 79d overdue |
| 19091846 | MACHINE LEARNING FOR SIMILARITY SCORES BETWEEN DIFFERENT DOCUMENT SCHEMAS | HOANG, SON T | 60d overdue |
| 19091861 | DATA SERIALIZATION IN A DISTRIBUTED EVENT PROCESSING SYSTEM | SINGH, AMRESH | 51d overdue |
| 18883923 | INTELLIGENT TASK SCHEDULING AND NOTIFICATION-INITIATED DIGITAL ASSISTANT CONVERSATIONS | IQBAL, MUSTAFA | 38d overdue |
| 18141305 | SERVERLESS DATA-REPRESENTATION-AS-A-SERVICE (DRAAS) TO ENABLE BUILDING GENERAL MULTI-MODAL INPUT DATA ML FLOWS | SOMERS, MARC S | 36d overdue |
| 18666387 | SYSTEM AND METHOD WITH IRRELEVANCE FILTER TO FACILITATE EFFICIENT RUL ANALYSES FOR ELECTRONIC DEVICES | LEE, PO HAN | 31d overdue |
| 18770123 | Implementing Tenancies Of Different Tenancy Types In A Cloud Environment | CHIANG, JASON | 25d overdue |
| Art Unit | Apps |
|---|---|
| 3624 | 8 |
| 2159 | 7 |
| 2443 | 7 |
| 3625 | 7 |
| 2156 | 5 |
| 2152 | 5 |
| 3623 | 5 |
| 2198 | 5 |
| 2168 | 4 |
| 2163 | 4 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19206676 | TECHNIQUES FOR MAINTAINING SNAPSHOT DATA CONSISTENCY DURING FILE SYSTEM CROSS-REGION REPLICATION | PHILLIPS, III, ALBERT M | 2159 | §103 | Non-Final OA | 28d | Pending | May 13, 2025 |
| 19187258 | SYSTEM AND METHOD FOR PROVIDING CROSS-MICROSERVICE QUERY OPTIMIZATION | GORTAYO, DANGELINO N | 2168 | §103 | Non-Final OA | 23d | Pending | Apr 23, 2025 |
| 19179499 | Estimating Query Execution Performance Using A Sampled Counter | OBISESAN, AUGUSTINE KUNLE | 2156 | Other | Non-Final OA | 15d | Pending | Apr 15, 2025 |
| 19171577 | System And Method For Transaction Continuity Across Failures In A Scale-Out Database | PHAM, MICHAEL | 2153 | §102 | Non-Final OA | 32d overdue | Pending | Apr 07, 2025 |
| 19091846 | MACHINE LEARNING FOR SIMILARITY SCORES BETWEEN DIFFERENT DOCUMENT SCHEMAS | HOANG, SON T | 2169 | §103 | Non-Final OA | 60d overdue | Pending | Mar 27, 2025 |
| 19091861 | DATA SERIALIZATION IN A DISTRIBUTED EVENT PROCESSING SYSTEM | SINGH, AMRESH | 2159 | §103 | Non-Final OA | 51d overdue | Pending | Mar 27, 2025 |
| 19088440 | Sharded Permissioned Distributed Ledgers | MADAMBA, CLIFFORD B | 3692 | §103 | Non-Final OA | 21d | Pending | Mar 24, 2025 |
| 19076392 | LARGE DATA TRANSFER AMONG DATABASE SERVERS | BOWEN, RICHARD L | 2165 | §103 | Non-Final OA | 13d | Pending | Mar 11, 2025 |
| 19071065 | DISCOVERY OF DISCRETE PARTITIONING INFORMATION | HOANG, SON T | 2169 | Other | Non-Final OA | 79d overdue | Pending | Mar 05, 2025 |
| 19068253 | SYSTEM AND METHOD FOR SAAS/PAAS RESOURCE USAGE AND ALLOCATION IN AN ANALYTIC APPLICATIONS ENVIRONMENT | ROBINSON, GRETA LEE | 2163 | Other | Non-Final OA | 2d overdue | Pending | Mar 03, 2025 |
| 19054168 | Efficient Core Reindexing | MORRISON, JAY A | 2151 | §103 | Non-Final OA | 75d | Pending | Feb 14, 2025 |
| 19036346 | REPLICATING RESOURCES BETWEEN REGIONAL DATA CENTERS | MASKULINSKI, MICHAEL C | 2113 | Other | Non-Final OA | 40d | Pending | Jan 24, 2025 |
| 19025695 | SYSTEM AND METHOD FOR AUTOMATED MAPPING OF DATA TYPES FOR USE WITH DATAFLOW ENVIRONMENTS | SYED, FARHAN M | 2161 | §102 | Non-Final OA | 30d | Pending | Jan 16, 2025 |
| 19018696 | Thread-Local Garbage Collection | NGUYEN, THAN VINH | 2138 | Other | Non-Final OA | 8d | Pending | Jan 13, 2025 |
| 19017209 | On-Chip Atomic Transaction Engine | TALUKDAR, ARVIND | 2132 | §103 | Non-Final OA | 29d overdue | Pending | Jan 10, 2025 |
| 18988029 | SYSTEM AND METHOD FOR USE OF A FRAGMENTED QUERY MODEL IN AN ANALYTIC APPLICATIONS ENVIRONMENT | ADAMS, CHARLES D | 2152 | §103 | Final Rejection | 4d overdue | Pending | Dec 19, 2024 |
| 18978656 | Perspective-Preserving Seamless Application Switching | TO, TUAN C | 3661 | §102 | Non-Final OA | 42d | Pending | Dec 12, 2024 |
| 18954280 | SUBSCRIPTION TO A SERVICE PROVIDED BY A FIRST CLOUD SERVICE PROVIDER VIA A SECOND CLOUD SERVICE PROVIDER | ALRIYASHI, ABDULKADER MOHAMED | 2447 | §103 | Non-Final OA | 42d | Pending | Nov 20, 2024 |
| 18949468 | REAL-TIME RDMA FABRIC | PENA-SANTANA, TANIA M | 2443 | §103 | Non-Final OA | 9d overdue | Pending | Nov 15, 2024 |
| 18917832 | Hybrid Managed and Unmanaged Data Model | SHEHNI, GHAZAL B | 2499 | §103 | Non-Final OA | 28d | Pending | Oct 16, 2024 |
| 18916415 | TECHNIQUES FOR TRANSFERRING DATA ACROSS AIR GAPS | SHAIFER HARRIMAN, DANT B | 2434 | §102 | Non-Final OA | 10d overdue | Pending | Oct 15, 2024 |
| 18913737 | AUTO RECOGNITION OF BIG DATA COMPUTATION ENGINE FOR OPTIMIZED QUERY RUNS ON CLOUD PLATFORMS | ARJOMANDI, NOOSHA | 2166 | §103 | Non-Final OA | 71d overdue | Pending | Oct 11, 2024 |
| 18912251 | INTERCONNECTION OF GLOBAL VIRTUAL PLANES | LEE, GIL H | 2446 | §112 | Non-Final OA | 41d | Pending | Oct 10, 2024 |
| 18909252 | AUTOMATICALLY INFERRING SOFTWARE-DEFINED NETWORK POLICIES FROM THE OBSERVED WORKLOAD IN A COMPUTING ENVIRONMENT | TRUONG, LAN DAI T | 2444 | §103 | Non-Final OA | 5d | Pending | Oct 08, 2024 |
| 18902159 | Semi-Automated Deployment For An Intra-Service Communication Infrastructure | CHEN, WUJI | 2449 | §103 | Non-Final OA | 31d overdue | Pending | Sep 30, 2024 |
| 18900020 | NESTED RESOURCE IDENTITY MANAGEMENT FOR CLOUD RESOURCES | LEE, PHILIP C | 2454 | §103 | Non-Final OA | 34d | Pending | Sep 27, 2024 |
| 18898654 | AUTOMATIC DETECTION OF DESERIALIZATION ATTACKS WITH MARKOV CHAINS | CHRISTENSEN, SCOTT B | 2444 | §103 | Non-Final OA | 2d overdue | Pending | Sep 26, 2024 |
| 18886544 | COMMUNICATE DNS ZONE METADATA TO DYNAMIC NAMESERVER PROXIES | DUONG, OANH | 2441 | §102 | Non-Final OA | 62d | Pending | Sep 16, 2024 |
| 18886868 | Intelligent Event Management | MAMILLAPALLI, PAVAN | 2159 | §101 | Final Rejection | 35d | Pending | Sep 16, 2024 |
| 18885640 | DEPLOYING A VECTOR INDEX ON MULTIPLE NODES OF A CLUSTER | BARTLETT, WILLIAM P | 2169 | §103 | Non-Final OA | 134d overdue | Pending | Sep 14, 2024 |
| 18885353 | AUTOMATIC MEDICATION ORDER GENERATION | SEREBOFF, NEAL | 3683 | §101 | Non-Final OA | 29d | Pending | Sep 13, 2024 |
| 18885531 | UNIFIED RDBMS FRAMEWORK FOR HYBRID VECTOR SEARCH ON DIFFERENT DATA TYPES VIA SQL AND NOSQL | CHEUNG, HUBERT G | 2152 | §103 | Non-Final OA | 30d | Pending | Sep 13, 2024 |
| 18885502 | TECHNIQUES FOR ADAPTIVE PIPELINING COMPOSITION FOR MACHINE LEARNING (ML) | ZHANG, SHIRLEY X | 2447 | §103 | Non-Final OA | 46d | Pending | Sep 13, 2024 |
| 18885192 | OFFICER-IN-THE-LOOP CRIME REPORT GENERATION USING LARGE LANGUAGE MODELS AND PROMPT ENGINEERING | SCHNEIDER, JOSHUA D | 3626 | §103 | Final Rejection | 39d | Pending | Sep 13, 2024 |
| 18883923 | INTELLIGENT TASK SCHEDULING AND NOTIFICATION-INITIATED DIGITAL ASSISTANT CONVERSATIONS | IQBAL, MUSTAFA | 3625 | §103 | Non-Final OA | 38d overdue | Pending | Sep 12, 2024 |
| 18830934 | AUTOMATIC SOAP NOTE GENERATION USING TASK DECOMPOSITION | MPAMUGO, CHINYERE | 3685 | §101 | Final Rejection | 27d | Pending | Sep 11, 2024 |
| 18830972 | AUTOMATED SOAP NOTE EVALUATION USING MACHINE LEARNING MODELS | HAYNES, DAWN TRINAH | 3686 | §102 | Final Rejection | 4d overdue | Pending | Sep 11, 2024 |
| 18882597 | ZERO TRUST PACKET ROUTING | HUSSAIN, TAUQIR | 2446 | §102 | Non-Final OA | 29d overdue | Pending | Sep 11, 2024 |
| 18882431 | PACKET LEVEL DATA CENTRIC PROTECTION ENFORCEMENT | PYZOCHA, MICHAEL J | 2409 | §103 | Non-Final OA | 5d | Pending | Sep 11, 2024 |
| 18828390 | ZERO TRUST PACKET ROUTING POLICY LANGUAGE | MEHEDI, MORSHED | 2408 | §103 | Non-Final OA | 43d overdue | Pending | Sep 09, 2024 |
| 18825689 | TOKEN EXCHANGE SERVICE FOR CUSTOMER WORKLOADS | NANO, SARGON N | 2443 | §101 | Final Rejection | 44d overdue | Pending | Sep 05, 2024 |
| 18823339 | TRAFFIC AWARE POLICY ENGINE | TRAORE, FATOUMATA | 2436 | §103 | Final Rejection | 34d | Pending | Sep 03, 2024 |
| 18819167 | ROUTING HIGH VOLUME PACKET STREAMS IN A VIRTUAL NETWORK | NGUYEN, PHUOC H | 2451 | Other | Non-Final OA | 3d overdue | Pending | Aug 29, 2024 |
| 18820112 | Virtual Card Transactions | CHEIN, ALLEN C | 3627 | §103 | Final Rejection | 29d | Pending | Aug 29, 2024 |
| 18813182 | Scheduling System Maintenance Operations In A Cloud Environment | SWARTZ, STEPHEN S | 3625 | §103 | Non-Final OA | 12d | Pending | Aug 23, 2024 |
| 18812520 | UNIFIED XML INDEXING | SOMERS, MARC S | 2159 | §103 | Non-Final OA | 141d overdue | Pending | Aug 22, 2024 |
| 18812821 | MULTIPLE TOP-OF-RACK (TOR) SWITCHES CONNECTED TO A NETWORK VIRTUALIZATION DEVICE | TANG, KAREN C | 2447 | §103 | Non-Final OA | 56d | Pending | Aug 22, 2024 |
| 18811568 | PROVIDING SERVICES BASED ON INFRASTRUCTURE DISTRIBUTED BETWEEN MULTIPLE CLOUD SERVICE PROVIDERS | NGUYEN, QUANG N | 2441 | §103 | Final Rejection | 16d | Pending | Aug 21, 2024 |
| 18811561 | PROVISIONING A CLOUD SERVICE OF A FIRST CLOUD SERVICE PROVIDER USING A CONTROL PLANE OF A SECOND CLOUD SERVICE PROVIDER | VANG, MENG | 2443 | §103 | Non-Final OA | 36d | Pending | Aug 21, 2024 |
| 18800730 | DYNAMIC ACCESS TOKEN GENERATION FOR VISITOR CONSUMERS WITHIN A 5G NETWORK | CAREY, FORREST L | 2491 | §103 | Non-Final OA | 15d | Pending | Aug 12, 2024 |
| 18801005 | DISTRIBUTING ON CHIP INDUCTORS FOR MONOLITHIC VOLTAGE REGULATION | MYERS, PAUL R | 2176 | §101 | Non-Final OA | 6d | Pending | Aug 12, 2024 |
| 18796603 | AUDIT INDICATION FOR SESSION VALIDATION REQUEST | TURCHEN, JAMES R | 2439 | §102 | Non-Final OA | 28d | Pending | Aug 07, 2024 |
| 18794986 | MANAGING DATE-TIME INTERVALS IN TRANSFORMING NATURAL LANGUAGE TO A LOGICAL FORM | MCLEAN, IAN SCOTT | 2654 | §103 | Non-Final OA | 16d | Pending | Aug 05, 2024 |
| 18793367 | Delayed On-Behalf-Of Authorization Scheme | DO, KHANG D | 2492 | §103 | Final Rejection | 60d | Pending | Aug 02, 2024 |
| 18790517 | PRIVATE SMART CONTRACT EVENTS IN A PERMISSIONED BLOCKCHAIN | OKEKE, IZUNNA | 2497 | §103 | Non-Final OA | 28d | Pending | Jul 31, 2024 |
| 18790513 | System And Method For Providing Multi-Tiered Reporting In A Realm Of A Cloud Environment | CHIANG, JASON | 2431 | §103 | Non-Final OA | 12d | Pending | Jul 31, 2024 |
| 18790131 | Dynamic User Interface Mode Selection Based On Physical Activity Detection | NGUYEN, NHAT HUY T | 2147 | §103 | Non-Final OA | 28d | Pending | Jul 31, 2024 |
| 18789200 | PERIPHERAL COMPONENT INTERFACE ENGINE(S) FOR EXTERNAL RESOURCE SCHEDULING WITHIN A CLOUD-BASED ENVIRONMENT | HUYNH, KIM T | 2184 | §103 | Non-Final OA | 23d | Pending | Jul 30, 2024 |
| 18788732 | EXECUTION AND SEMANTIC ERROR CORRECTION CAPABILITIES FOR NATURAL LANGUAGE TO LOGICAL FORM MODEL | LOWEN, NICHOLAS DANIEL | 2653 | §103 | Non-Final OA | 26d | Pending | Jul 30, 2024 |
| 18780266 | SCALABLE RANGE LOCKS | ALLEN, NICHOLAS E | 2154 | §103 | Non-Final OA | 71d overdue | Pending | Jul 22, 2024 |
| 18778722 | REPLICATION OF CUSTOMER KEYS STORED IN A VIRTUAL VAULT | DHAKAD, RUPALI | 2437 | §103 | Non-Final OA | 16d | Pending | Jul 19, 2024 |
| 18778230 | Use Of Modulation Spectrums In Automatic Speech Recognition Models | HOQUE, NAFIZ E | 2693 | §102 | Non-Final OA | 39d | Pending | Jul 19, 2024 |
| 18778025 | Verifiable Key Exchange for Cryptography | LEWIS, LISA C | 2495 | §112 | Non-Final OA | 1d overdue | Pending | Jul 19, 2024 |
| 18775923 | QUORUM-BASED AUTHORIZATION | ULLAH, SHARIF E | 2495 | — | Non-Final OA | 9d | Pending | Jul 17, 2024 |
| 18770123 | Implementing Tenancies Of Different Tenancy Types In A Cloud Environment | CHIANG, JASON | 2431 | §103 | Non-Final OA | 25d overdue | Pending | Jul 11, 2024 |
| 18767304 | AUTONOMOUS GENERATION OF TASK COMPLETION NARRATIVES | GAVIN, KRISTIN ELIZABETH | 3624 | §103 | Non-Final OA | 9d | Pending | Jul 09, 2024 |
| 18764884 | A CONSTRAINT PROGRAMMING BASED SOLUTION FOR MULTIDIMENSIONAL VECTOR PACKING WITH HETEROGENEOUS BINS | KASSIM, HAFIZ A | 3623 | §101 | Final Rejection | 22d | Pending | Jul 05, 2024 |
| 18764594 | System And Method For Providing External Key Management For Use With A Cloud Computing Infrastructure | BOYD, MALA DENAE | 2497 | §103 | Non-Final OA | 8d overdue | Pending | Jul 05, 2024 |
| 18763974 | Utilizing Digital Certificates Generated Based On Security Tokens To Establish Trust For Initiating Secure Connections | WALIULLAH, MOHAMMED | 2498 | §103 | Non-Final OA | 41d | Pending | Jul 03, 2024 |
| 18760100 | Cloud Based Logging Framework | HOSSAIN, KAMAL M | 2444 | §103 | Non-Final OA | 53d | Pending | Jul 01, 2024 |
| 18759850 | MAINTAINING A CONFIGURABLE LEVEL OF TRANSACTION CONSISTENCY WHEN USING DATABASE REPLICATION THROUGH A CONTENT FILTER | MENG, JAU SHYA | 2168 | §103 | Non-Final OA | 53d | Pending | Jun 29, 2024 |
| 18758084 | Mixed Cache Retrieval Approach For Identity Local Authorization Client | SARKER, SANCHIT K | 2495 | §103 | Final Rejection | 8d | Pending | Jun 28, 2024 |
| 18758441 | GENERATING SEMANTICALLY REPETITION-FREE LLM TEXT | CRESPO FEBLES, HECTOR J | 2657 | §103 | Non-Final OA | 33d | Pending | Jun 28, 2024 |
| 18757267 | HIERARCHICAL AND DISTRIBUTED METRICS AGGREGATION USING NAMESPACES FOR MULTITENANT AUTONOMOUS CLOUD ENVIRONMENT | WONG, HUEN | 2168 | §103 | Final Rejection | 40d | Pending | Jun 27, 2024 |
| 18754525 | Orchestrating Testing Of Digital Certificates In An Execution Environment Of A Computing Network | LE, CANH | 2439 | §103 | Non-Final OA | 54d | Pending | Jun 26, 2024 |
| 18754432 | DYNAMIC METRICS COLLECTION BASED ON SERVER LOAD | SISON, JUNE Y | 2455 | §103 | Final Rejection | 15d | Pending | Jun 26, 2024 |
| 18748843 | CHARACTERIZATION OF ACTIVITY OF USERS IN CLOUD APPLICATIONS AND SERVICES | CHACKO, JOE | 2457 | §103 | Non-Final OA | 53d overdue | Pending | Jun 20, 2024 |
| 18745920 | AUTHORIZATION BROKERING | LEMMA, SAMSON B | 2498 | §103 | Non-Final OA | 53d overdue | Pending | Jun 17, 2024 |
| 18740883 | Label-Infused Dormant Topic Clustering On Customer Support Requests Using Labels From Disparate Sources | WALDRON, SCOTT A | 2152 | §112 | Final Rejection | 15d | Pending | Jun 12, 2024 |
| 18741656 | RESOURCE ALLOCATION FOR ACCESSING CLOUD BASED SERVICES | COX, NATISHA D | 2458 | §112 | Non-Final OA | 60d | Pending | Jun 12, 2024 |
| 18671278 | SYSTEM AND METHOD FOR EVALUATION, IMPLEMENTATION, AND REFINEMENT OF ENTERPRISE SCORECARDS | SINGH, RUPANGINI | 3628 | §103 | Final Rejection | 21d | Pending | May 22, 2024 |
| 18671645 | GENERALIZED PRODUCTION RULES - N-GRAM FEATURE EXTRACTION FROM ABSTRACT SYNTAX TREES (AST) FOR CODE VECTORIZATION | KANG, INSUN | 2193 | §103 | Non-Final OA | 48d | Pending | May 22, 2024 |
| 18666387 | SYSTEM AND METHOD WITH IRRELEVANCE FILTER TO FACILITATE EFFICIENT RUL ANALYSES FOR ELECTRONIC DEVICES | LEE, PO HAN | 3623 | §103 | Final Rejection | 31d overdue | Pending | May 16, 2024 |
| 18663988 | MULTIPLE SUMMARY SELECTION SYSTEM | PULLIAS, JESSE SCOTT | 2655 | §103 | Non-Final OA | 27d | Pending | May 14, 2024 |
| 18662550 | Abridged Multilingual Speech Models For Automatic Speech Recognition | DUGDA, MULUGETA TUJI | 2653 | §103 | Non-Final OA | 24d overdue | Pending | May 13, 2024 |
| 18661401 | MANAGING DATA CENTER ORCHESTRATION USING SERVICE PLANS AND MANIFESTS | RAHMAN, FAHMIDA | 2175 | §103 | Non-Final OA | 10d overdue | Pending | May 10, 2024 |
| 18656436 | PORT ADDRESSING VIA PACKET HEADER MODIFICATION | LI, GUANG W | 2478 | §103 | Final Rejection | 59d overdue | Pending | May 06, 2024 |
| 18652648 | Audio Processing Engine Using Segmentation And Pruning | ROBERTS, SHAUN A | 2655 | §103 | Non-Final OA | 26d overdue | Pending | May 01, 2024 |
| 18650645 | EMI ANOMALY DETECTION IN COMPUTER SYSTEMS USING ANTENNA IN EXPANSION CARD FORM FACTOR | TRUONG, LAN DAI T | 2444 | §103 | Non-Final OA | 15d | Pending | Apr 30, 2024 |
| 18650443 | ANTENNA IN EXPANSION CARD FORM FACTOR FOR EMI-FINGERPRINT CHARACTERIZATION OF COMPUTER SYSTEMS | BRAINARD, TIMOTHY A | 3648 | §103 | Non-Final OA | 77d | Pending | Apr 30, 2024 |
| 18649290 | PATH MANAGEMENT TECHNIQUES FOR NETWORK CONNECTIONS | SHIU, HO T | 2443 | §103 | Final Rejection | 74d overdue | Pending | Apr 29, 2024 |
| 18647741 | Health Metrics Associated With Cloud Services | MEHRMANESH, ELMIRA | 2113 | §101 | Final Rejection | 34d | Pending | Apr 26, 2024 |
| 18647735 | Health Metrics Associated With Cloud Services | LI, ALBERT | 2113 | §101 | Non-Final OA | 19d | Pending | Apr 26, 2024 |
| 18646603 | Estimating Evaluations Of System-Generated Computational Metrics Corresponding To The Output Of A Machine Learning Model | LELAND III, EDWIN S | 2654 | §103 | Non-Final OA | 27d | Pending | Apr 25, 2024 |
| 18645495 | STORAGE FAILURE HANDLING AND REBALANCE IN DATABASE AWARE DISTRIBUTED DATA STORE | GANGER, LAUREN ZANNAH | 2156 | §102 | Non-Final OA | 35d | Pending | Apr 25, 2024 |
| 18645120 | ARCHITECTURE OF A MULTICLOUD NETWORK LINK | CHEEMA, UMAR | 2400 | §102 | Final Rejection | 17d overdue | Pending | Apr 24, 2024 |
| 18642125 | MEMORY-EFFICIENT STRING DATA STORAGE FOR A DISTRIBUTED GRAPH-PROCESSING SYSTEM | LE, MICHAEL | 2163 | §103 | Final Rejection | 14d | Pending | Apr 22, 2024 |
| 18639807 | SYSTEM AND METHOD FOR ENRICHING CLOUD USAGE DATA | BOND, REED MADISON | 3624 | §103 | Final Rejection | 15d overdue | Pending | Apr 18, 2024 |
| 18639768 | METHOD AND SYSTEM FOR BUILDING AND MIGRATING CLOUD SERVICE SUBSCRIPTIONS FOR USE IN CREATING RATE CARDS | KYU, TAYAR M | 3628 | §101 | Non-Final OA | 2d overdue | Pending | Apr 18, 2024 |
| 18639777 | SYSTEM AND METHOD FOR CUSTOMIZING A CLOUD CONSOLE FOR USE WITH CLOUD ENVIRONMENTS | SMITH, BENJAMIN J | 2172 | §103 | Non-Final OA | 56d | Pending | Apr 18, 2024 |
| 18636871 | Measuring Perceptibility Of Content In A Virtual Universe | THERKORN, ERICA GERALDINE | 2618 | §103 | Non-Final OA | 31d overdue | Pending | Apr 16, 2024 |
| 18633074 | INSTANCE HEARTBEAT | NANO, SARGON N | 2443 | §101 | Final Rejection | 70d | Pending | Apr 11, 2024 |
| 18633064 | SUBSTRATE INSTANCE CERTIFICATES | KIM, HEE SOO | 2443 | §101 | Non-Final OA | 31d overdue | Pending | Apr 11, 2024 |
| 18632114 | SYSTEM AND METHOD FOR DETERMINATION OF RECOMMENDATIONS AND ALERTS IN AN ANALYTICS ENVIRONMENT | HATCHER, DEIRDRE D | 3625 | §101 | Final Rejection | 11d overdue | Pending | Apr 10, 2024 |
| 18632098 | FLEXIBLE INTEGRATION PROJECT DEPLOYMENT MODEL | NAHAR, QAMRUN | 2199 | §103 | Non-Final OA | 11d overdue | Pending | Apr 10, 2024 |
| 18626613 | HANDLING EXPLICIT INVOCATION OF CHATBOTS | ARMSTRONG, ANGELA A | 2659 | §103 | Non-Final OA | 84d | Pending | Apr 04, 2024 |
| 18624472 | DIGITAL ASSISTANT USING GENERATIVE ARTIFICIAL INTELLIGENCE | WEAVER, ADAM MICHAEL | 2658 | §103 | Final Rejection | 17d overdue | Pending | Apr 02, 2024 |
| 18621348 | Manager For Ingesting Secure User Information and Permitting Scope Limited Access | CHEN, SHIN HON | 2431 | §103 | Non-Final OA | 10d overdue | Pending | Mar 29, 2024 |
| 18618742 | METHODS, SYSTEMS, AND COMPUTER READABLE MEDIA FOR FORWARDING INTER-PUBLIC LAND MOBILE NETWORK (PLMN) SERVICE-BASED INTERFACE (SBI) REQUEST MESSAGES TO AVAILABLE PRODUCER SECURITY EDGE PROTECTION PROXIES (P-SEPPs) | DWYER, MATTHEW JAMES | 2649 | §103 | Non-Final OA | 14d | Pending | Mar 27, 2024 |
| 18613383 | Automatic Port Assignment For Patch Panels | LEE, CHUN KUAN | 2181 | §101 | Non-Final OA | 34d | Pending | Mar 22, 2024 |
| 18614542 | GENERATING EXTERNAL IDENTIFIERS FOR DATA ENTITIES USING A DATA CATALOG SYSTEM | FILIPCZYK, MARCIN R | 2153 | §103 | Non-Final OA | 1d overdue | Pending | Mar 22, 2024 |
| 18609617 | FAULT INJECTION BASED ON CONTEXT INFORMATION | HUANG, BRYAN PAI SONG | 2114 | §103 | Non-Final OA | 26d | Pending | Mar 19, 2024 |
| 18607754 | SYNCHRONIZING COMMUNICATION CHANNEL STATE INFORMATION FOR HIGH FLOW AVAILABILITY | JAKOVAC, RYAN J | 2445 | §103 | Non-Final OA | 23d overdue | Pending | Mar 18, 2024 |
| 18596961 | SOFTWARE DEFINED NETWORK (SDN)- BASED DOMAIN NAME SYSTEM (DNS) RESOLUTION FOR A NON-SDN SERVICE | REYNOLDS, DEBORAH J | 2458 | Other | Non-Final OA | 20d | Pending | Mar 06, 2024 |
| 18595039 | TARGETING CODE ANALYSIS ON UNPREDICTABLE SECTIONS OF TEXT | ST LEGER, GEOFFREY R | 2192 | §101 | Non-Final OA | 36d overdue | Pending | Mar 04, 2024 |
| 18593316 | TECHNIQUES FOR MANUFACTURING TRAINING DATA TO TRANSFORM NATURAL LANGUAGE INTO A VISUALIZATION REPRESENTATION | SMITH, SEAN THOMAS | 2659 | §103 | Final Rejection | 4d overdue | Pending | Mar 01, 2024 |
| 18589764 | SYSTEM AND METHOD FOR EFFICIENT NETWORK RECONFIGURATION IN FAT-TREES | NGUYEN, THAI | 2469 | §103 | Non-Final OA | 24d overdue | Pending | Feb 28, 2024 |
| 18444454 | TUNING-FREE UNSUPERVISED ANOMALY DETECTION BASED ON DISTANCE TO NEAREST NORMAL POINT | BLACK, LINH | 2163 | §103 | Non-Final OA | 3d overdue | Pending | Feb 16, 2024 |
| 18429093 | FIND-BASED LOOK ALIKE RECOMMENDER ALGORITHM | DAGNEW, SABA | 3621 | §101 | Final Rejection | 30d | Pending | Jan 31, 2024 |
| 18427642 | UNIQUE EXTENDABLE GROUP IDENTIFIERS FOR EFFICIENT AGGREGATION QUERY PROCESSING USING MULTIPLE GROUPING KEYS | GLASSER, DARA J | 2161 | §103 | Final Rejection | 43d | Pending | Jan 30, 2024 |
| 18426173 | PREDICTING FUTURE QUIET PERIODS FOR MATERIALIZED VIEWS | SHAH, VAISHALI | 2156 | §103 | Final Rejection | 8d | Pending | Jan 29, 2024 |
| 18422321 | Machine Learning Based Spend Classification Using Hallucinations | LEE, JENNIFER V | 3688 | §103 | Final Rejection | 70d | Pending | Jan 25, 2024 |
| 18416732 | Automatic Host Triaging And Repair Using Structured Logging | MCNAMARA, SEAN KEVIN | 2113 | §103 | Final Rejection | 73d overdue | Pending | Jan 18, 2024 |
| 18414144 | Standardization Of Text Data In Content Items | TRACY JR., EDWARD | 2656 | §101 | Non-Final OA | 28d | Pending | Jan 16, 2024 |
| 18409193 | RESOLVING DATE/TIME EXPRESSION AMBIGUITY IN TRANSFORMING NATURAL LANGUAGE TO A MEANING REPRESENTATION | SPOONER, LAMONT M | 2657 | §103 | Final Rejection | 61d | Pending | Jan 10, 2024 |
| 18402972 | Bridging End User Customer Support and Cloud Operator Customer Support | KIM, STEVEN S | 3698 | §101 | Non-Final OA | 27d | Pending | Jan 03, 2024 |
| 18544272 | VIRTUAL NETWORK DISTRIBUTED DENIAL-OF-SERVICE SCRUBBER | KIM, TAE K | 2496 | §103 | Final Rejection | 46d overdue | Pending | Dec 18, 2023 |
| 18525343 | PARAMETRIC DEFINITION GENERATION OF MULTI-DIMENSIONAL STRUCTURES FROM DIGITAL IMAGES | WANG, YUEHAN | 2617 | §103 | Non-Final OA | 15d overdue | Pending | Nov 30, 2023 |
| 18520103 | TRACKING DATA CENTER BUILD DEPENDENCIES WITH CAPABILITIES AND SKILLS | LI, YANBIN | 2191 | §103 | Non-Final OA | 50d | Pending | Nov 27, 2023 |
| 18514587 | DUTY CYCLE SWEEP FOR CPSD IDENTIFICATION OF RESONANCE FREQUENCIES TO MONITOR FOR RESONANT AMPLIFICATION OF VIBRATION | CHARIOUI, MOHAMED | 2857 | §103 | Non-Final OA | 16d overdue | Pending | Nov 20, 2023 |
| 18509506 | Programmatic Reprovisioning of Computing Platform Configurations | BULLOCK JR, LEWIS ALEXANDER | 2199 | §103 | Non-Final OA | 13d | Pending | Nov 15, 2023 |
| 18502861 | ANALYTICS SERVICE GOVERNANCE | GMAHL, NAVNEET K | 2166 | §103 | Non-Final OA | 16d | Pending | Nov 06, 2023 |
| 18500497 | ADDRESS MANAGEMENT IN GPU SUPER CLUSTER | SUN, CHARLIE | 2198 | §103 | Non-Final OA | 5d | Pending | Nov 02, 2023 |
| 18500480 | ROUTING IN A GPU SUPER-CLUSTER | SUN, CHARLIE | 2198 | §103 | Non-Final OA | 15d overdue | Pending | Nov 02, 2023 |
| 18385116 | PASSIVE COMPONENT DETECTION THROUGH APPLIED ELECTROMAGNETIC FIELD AGAINST ELECTROMAGNETIC INTERFERENCE TEST PATTERN | ZHANG, HAIDONG | 2858 | §103 | Non-Final OA | 46d overdue | Pending | Oct 30, 2023 |
| 18384462 | AUTONOMOUS MECHANISM FOR TRACKING EXECUTION PATHS IN DYNAMIC SYSTEMS | OBAID, HAMZEH M | 3624 | §101 | Non-Final OA | 43d overdue | Pending | Oct 27, 2023 |
| 18384734 | RESUMABILITY SUPPORT FOR GRAPH EXECUTION ON SINGLE-INSTRUCTION-MULTIPLE-THREAD ARCHITECTURE | SIMPSON, DIONE N | 3628 | §103 | Non-Final OA | 15d overdue | Pending | Oct 27, 2023 |
| 18384743 | Exploiting Intra-Process And Inter-Process Parallelism To Accelerate In-Memory Processing Of Graph Queries In Relational Databases | HU, SELINA ELISA | 2193 | §103 | Non-Final OA | 55d | Pending | Oct 27, 2023 |
| 18491679 | SUBNET SORTING-BASED FAILOVER OF HIGH AVAILABILITY IP ADDRESSES ACROSS BROADCAST DOMAINS | SALAD, ABDULLAHI ELMI | 2466 | §103 | Non-Final OA | 41d | Pending | Oct 20, 2023 |
| 18486427 | IDENTITY MANAGEMENT IN A MULTI-CLOUD INFRASTRUCTURE | SHITAYEWOLDETSADI, BERHANU | 2455 | §103 | Final Rejection | 89d overdue | Pending | Oct 13, 2023 |
| 18486511 | NETWORK LINK ESTABLISHMENT FOR SAAS APPLICATIONS IN A MULTI-CLOUD INFRASTRUCTURE | BLAIR, DOUGLAS B | 2454 | §102 | Final Rejection | 44d overdue | Pending | Oct 13, 2023 |
| 18486581 | DETERMINING AUTHENTICATION SUB-FLOW AND CLIENT AUTHENTICATION BASED ON TESTS TRANSMITTED TO SERVER-SIDE SOFTWARE | CHAO, MICHAEL W | 2492 | §103 | Final Rejection | — | Pending | Oct 13, 2023 |
| 18486441 | CONVERSATIONAL DOCUMENT QUESTION ANSWERING | SPOONER, LAMONT M | 2657 | §103 | Final Rejection | 20d | Pending | Oct 13, 2023 |
| 18485228 | GENERATING A UNIFIED USER EXPERIENCE SCORE USING SENTIMENT ANALYSIS AND THEME CLASSIFICATION | OUELLETTE, JONATHAN P | 3629 | §102 | Final Rejection | 58d overdue | Pending | Oct 11, 2023 |
| 18482479 | Providing Secure Wireless Network Access | AMBAYE, SAMUEL | 2433 | §103 | Non-Final OA | 4d overdue | Pending | Oct 06, 2023 |
| 18371624 | ORCHESTRATED VISUAL GUIDANCE SYSTEM AND METHOD | DELICH, STEPHANIE ZAGARELLA | 3623 | §103 | Non-Final OA | 82d | Pending | Sep 22, 2023 |
| 18470196 | Cross-Cluster Transaction Risk Assessment | CHISM, STEVEN R | 3692 | §112 | Final Rejection | 75d | Pending | Sep 19, 2023 |
| 18368863 | CONSOLE CUSTOMIZATION FOR VIRTUAL PRIVATE LABEL CLOUDS | BUI, JONATHAN A | 2443 | §102 | Final Rejection | 5d | Pending | Sep 15, 2023 |
| 18368870 | RESOURCE ALLOCATION FOR VIRTUAL PRIVATE LABEL CLOUDS | YU, XIANG | 2455 | §102 | Final Rejection | 2d overdue | Pending | Sep 15, 2023 |
| 18369135 | TECHNIQUES FOR MAINTENANCE-DOMAIN-AWARE VIRTUAL MACHINE PLACEMENT IN A CLOUD PLATFORM | DORAIS, CRAIG C | 2198 | §101 | Non-Final OA | 75d | Pending | Sep 15, 2023 |
| 18368884 | IDENTITY MANAGEMENT FOR VIRTUAL PRIVATE LABEL CLOUDS | GREGG, MARY M | 3695 | §103 | Non-Final OA | 28d | Pending | Sep 15, 2023 |
| 18467187 | MULTI-ARCHITECTURE RAPID TESTING FRAMEWORK | MITCHELL, JASON D | 2199 | §103 | Non-Final OA | 8d overdue | Pending | Sep 14, 2023 |
| 18367917 | SYSTEM AND METHOD FOR CAPTURE OF CHANGE DATA FROM DISTRIBUTED DATA SOURCES, FOR USE WITH HETEROGENEOUS TARGETS | MAY, ROBERT F | 2154 | §103 | Final Rejection | 4d overdue | Pending | Sep 13, 2023 |
| 18238733 | SYSTEM AND METHOD FOR SOFTWARE DEVELOPMENT INCLUDING COLUMN-BASED PROCESS EDITOR | JEON, JAE UK | 2193 | Other | Non-Final OA | 91d overdue | Pending | Aug 28, 2023 |
| 18236048 | Machine Learning Model Generation for Accounts Receivable Predictions | EL-HAGE HASSAN, ABDALLAH A | 3623 | §101 | Final Rejection | 48d | Pending | Aug 21, 2023 |
| 18233779 | SCALABLE ROUTING AND FORWARDING OF PACKETS IN CLOUD INFRASTRUCTURE | HACKENBERG, RACHEL J | 2454 | §103 | Final Rejection | 79d overdue | Pending | Aug 14, 2023 |
| 18364342 | TECHNIQUES FOR TEST AUTOMATION GENERATION FROM TELEMETRY DATA | LYONS, ANDREW M | 2191 | §103 | Non-Final OA | 55d | Pending | Aug 02, 2023 |
| 18364327 | TECHNIQUES FOR TELEMETRY DATA COMPARISON FOR REGRESSION DETECTION | LYONS, ANDREW M | 2191 | §103 | Non-Final OA | 55d | Pending | Aug 02, 2023 |
| 18228487 | INCREMENTAL REBALANCING OF IN-MEMORY DISTRIBUTED GRAPHS FOR ELASTICITY, PERFORMANCE, AND SCALABILITY | HO, ANDY | 2194 | §103 | Non-Final OA | 29d overdue | Pending | Jul 31, 2023 |
| 18361449 | Computation and Storage of Object Identity Hash Values | TRUONG, LECHI | 2194 | §103 | Final Rejection | 30d | Pending | Jul 28, 2023 |
| 18360680 | DUAL TOP-OF-RACK SWITCH IMPLEMENTATION FOR DEDICATED REGION CLOUD AT CUSTOMER | MAHMUD, GOLAM | 2458 | §103 | Non-Final OA | 36d overdue | Pending | Jul 27, 2023 |
| 18360707 | PROVIDING FAULT-RESISTANCE SERVICES IN A DEDICATED REGION CLOUD AT CUSTOMER | LI, HARRISON | 2195 | §103 | Non-Final OA | 50d overdue | Pending | Jul 27, 2023 |
| 18360695 | NETWORK ARCHITECTURE FOR DEDICATED REGION CLOUD AT CUSTOMER | REYES, CHRISTOPHER ANTHONY | 2475 | §103 | Final Rejection | 19d overdue | Pending | Jul 27, 2023 |
| 18351810 | CLOUD BASED NETWORK FUNCTION | KIM, DONG U | 2197 | §103 | Final Rejection | 72d | Pending | Jul 13, 2023 |
| 18343612 | TASK WORKFLOW MODELING INTERFACE | HATCHER, DEIRDRE D | 3625 | §103 | Final Rejection | 16d | Pending | Jun 28, 2023 |
| 18343292 | MACHINE LEARNING TO REDUCE RESOURCES FOR GENERATING SOLUTIONS TO MULTI-NODE PROBLEMS | ROHD, BENJAMIN MATTHEW | 2147 | §103 | Non-Final OA | 21d | Pending | Jun 28, 2023 |
| 18342589 | DOMAIN ADAPTION FOR SERVICE REQUESTS USING A GENERATIVE ADVERSARIAL NETWORK | BAHL, SANGEETA | 3626 | §103 | Non-Final OA | 9d | Pending | Jun 27, 2023 |
| 18209844 | TECHNIQUES FOR CONVERTING A NATURAL LANGUAGE UTTERANCE TO AN INTERMEDIATE DATABASE QUERY REPRESENTATION | LOWEN, NICHOLAS DANIEL | 2653 | §103 | Non-Final OA | 12d | Pending | Jun 14, 2023 |
| 18209024 | EFFICIENT DATA DISTRIBUTION PRESERVING TRAINING PARADIGM | AHMED, SYED RAYHAN | 2126 | §103 | Non-Final OA | 3d overdue | Pending | Jun 13, 2023 |
| 18206524 | UNIVERSAL CODE EDITOR | AGUILERA, TODD | 2192 | §103 | Final Rejection | — | Pending | Jun 06, 2023 |
| 18328841 | ADAPTIVE METHOD FOR CALIBRATING MULTIPLE TEMPERATURE SENSORS ON A SINGLE SEMICONDUCTOR DIE | SOTO, JANICE M | 2855 | Other | Non-Final OA | 29d | Pending | Jun 05, 2023 |
| 18205076 | AUGMENTING SOURCE CODE REPRESENTATION MODELS WITH ABSTRACT SYNTAX TREES USING TREE TRAVERSAL ALGORITHMS | PEACH, POLINA G | 2165 | §103 | Final Rejection | 19d | Pending | Jun 02, 2023 |
| 18327264 | Visualizing and Filtering Graph Data | LE, JOHNNY TRAN | 2614 | §103 | Non-Final OA | 56d | Pending | Jun 01, 2023 |
| 18203771 | PROGNOSTICS ACCELERATION FOR MACHINE LEARNING ANOMALY DETECTION | AZAD, MD ABUL K | 2119 | §103 | Final Rejection | 16d overdue | Pending | May 31, 2023 |
| 18203568 | MACHINE-LEARNING BASED ARTIFICIAL INTELLIGENCE CAPABILITY | PARK, GRACE A | 2144 | §102 | Non-Final OA | 11d overdue | Pending | May 30, 2023 |
| 18324454 | MACHINE-LEARNING MODEL-BASED LIFE-CYCLE CLASSIFICATION FOR SELECTION OF A FORECASTING MODEL | SMITH, PAULINHO E | 2127 | §103 | Non-Final OA | 56d | Pending | May 26, 2023 |
| 18323339 | LARGE SCALE FORECASTING WITH EXPLANATION INFORMATION FOR TIME SERIES DATASETS | LAI, DYLAN HONG | 2144 | §103 | Non-Final OA | 34d | Pending | May 24, 2023 |
| 18323242 | METADATA-DRIVEN DYNAMIC USER INTERFACE FOR REGISTRATION AND EXECUTION OF VENDOR-AGNOSTIC SERVICES | MEINECKE DIAZ, SUSANNA M | 3625 | §101 | Final Rejection | 21d | Pending | May 24, 2023 |
| 18198975 | COLD-START FORECASTING VIA BACKCASTING AND COMPOSITE EMBEDDING | MORRIS, JOHN J | 2152 | §103 | Non-Final OA | 4d overdue | Pending | May 18, 2023 |
| 18197224 | OBJECTIVE FUNCTION OPTIMIZATION IN TARGET BASED HYPERPARAMETER TUNING | HUANG, YAO D | 2124 | §103 | Non-Final OA | 28d overdue | Pending | May 15, 2023 |
| 18314880 | ENHANCING NEAREST NEIGHBOR ALGORITHM USING A SET OF PARALLEL MODELS | HADDAD, MAJD MAHER | 2125 | §103 | Non-Final OA | 10d overdue | Pending | May 10, 2023 |
| 18141305 | SERVERLESS DATA-REPRESENTATION-AS-A-SERVICE (DRAAS) TO ENABLE BUILDING GENERAL MULTI-MODAL INPUT DATA ML FLOWS | SOMERS, MARC S | 2159 | §103 | Non-Final OA | 36d overdue | Pending | Apr 28, 2023 |
| 18138930 | UNIVARIATE SERIES TRUNCATION POLICY USING CHANGEPOINT DETECTION | CHOY, PAN G | 3624 | §103 | Non-Final OA | 8d | Pending | Apr 25, 2023 |
| 18133125 | AUTOMATIC GENERATION OF EXEMPLAR QUANTITY FOR TRAINING MACHINE LEARNING MODELS | YI, HYUNGJUN B | 2146 | §103 | Non-Final OA | 10d overdue | Pending | Apr 11, 2023 |
| 18133197 | MERGED REFERENCE FINGERPRINT GENERATION FOR MACHINE-LEARNING DETECTION OF DEGRADED OPERATION | PHAM, KHANH B | 2166 | §103 | Final Rejection | — | Pending | Apr 11, 2023 |
| 18132914 | PERFORMING AUTOMATED TICKET CLASSIFICATION | MOBIN, HASANUL | 2168 | §103 | Final Rejection | 29d | Pending | Apr 10, 2023 |
| 18295430 | INVALIDATING CACHED FLOW INFORMATION IN A CLOUD INFRASTRUCTURE | MAHMUD, GOLAM | 2458 | §103 | Final Rejection | 111d overdue | Pending | Apr 04, 2023 |
| 18120092 | SYSTEM FOR CUSTOM VALIDATIONS AND SCRIPTS FOR MOBILE APPLICATIONS | YUN, CARINA | 2194 | §103 | Non-Final OA | 2d overdue | Pending | Mar 10, 2023 |
| 18181239 | SECRET MANAGEMENT | SINGH, AMRESH | 2159 | §103 | Final Rejection | 9d overdue | Pending | Mar 09, 2023 |
| 18176342 | Inference Performance Using Divide-and-Conquer Techniques | NAULT, VICTOR ADELARD | 2124 | §103 | Non-Final OA | 10d overdue | Pending | Feb 28, 2023 |
| 18109208 | MANAGING AN ENCRYPTED CONNECTION WITH A CLOUD SERVICE PROVIDER | LEE, MICHAEL M | 2436 | §103 | Non-Final OA | 42d overdue | Pending | Feb 13, 2023 |
| 18166950 | USER INTERFACE AS A SERVICE ARCHITECTURE | BASHORE, WILLIAM L | 2174 | §103 | Final Rejection | 22d overdue | Pending | Feb 09, 2023 |
| 18105779 | VIRTUAL BOOTSTRAP ENVIRONMENT FOR BUILDING REGIONAL DATA CENTERS | DASCOMB, JACOB D | 2198 | Other | Final Rejection | 28d overdue | Pending | Feb 03, 2023 |
| 18163671 | REGION SEED ESTABLISHMENT | HENRY, MARIEGEORGES A | 2455 | §103 | Non-Final OA | 9d overdue | Pending | Feb 02, 2023 |
| 18162963 | USAGE OF CLOUD-LINK ADAPTOR FOR CONSUMPTION OF CLOUD SERVICES | RIGGINS, ARI FAITH COLEMA | 2197 | §101 | Final Rejection | 28d | Pending | Feb 01, 2023 |
| 18104575 | OBSERVABILITY FRAMEWORK FOR A MULTI-CLOUD INFRASTRUCTURE | DORAIS, CRAIG C | 2198 | §103 | Non-Final OA | 35d overdue | Pending | Feb 01, 2023 |
| 18150268 | CLOUD BASED APPLICATION ACCESS PRIVILEGE GOVERNANCE | CELANI, NICHOLAS P | 2449 | §103 | Final Rejection | 16d | Pending | Jan 05, 2023 |
| 18082618 | REINFORCEMENT-LEARNING-AGENT-BASED GUI METRICS FOR MONITORING SYSTEM EFFECTIVENESS | KANG, IRENE S | 3696 | §103 | Final Rejection | 59d overdue | Pending | Dec 16, 2022 |
| 18075667 | N-1 EXPERTS: MODEL SELECTION FOR UNSUPERVISED ANOMALY DETECTION | SPRATT, BEAU D | 2143 | §103 | Non-Final OA | 56d overdue | Pending | Dec 06, 2022 |
| 17981697 | SMART CONTRACT VERIFICATION | DIROMA, SCOTT MICHAEL | 3698 | §103 | Final Rejection | 12d | Pending | Nov 07, 2022 |
| 18050392 | PUBLISHING PHYSICAL TOPOLOGY NETWORK LOCALITY INFORMATION FOR GRAPHICAL PROCESSING UNIT WORKLOADS | KAMRAN, MEHRAN | 2196 | §103 | Final Rejection | 112d overdue | Pending | Oct 27, 2022 |
| 17957146 | SINGLE LOGOUT | COLIN, CARL G | 2493 | §103 | Final Rejection | — | Pending | Sep 30, 2022 |
| 17935287 | NETWORK DEVICE LEVEL OPTIMIZATIONS FOR BANDWIDTH SENSITIVE RDMA TRAFFIC | GEORGANDELLIS, ANDREW C | 2459 | §103 | Non-Final OA | 71d overdue | Pending | Sep 26, 2022 |
| 17934299 | META-LEARNING OPERATION RESEARCH OPTIMIZATION | GARNER, CASEY R | 2123 | §101 | Final Rejection | 15d | Pending | Sep 22, 2022 |
| 17941984 | SYSTEM AND METHOD FOR GENERATING AUTOMATIC INSIGHTS OF ANALYTICS DATA | EYERS, DUSTIN D | 2164 | §103 | Final Rejection | 27d | Pending | Sep 09, 2022 |
| 17903796 | AUGMENTING DATA SETS FOR SELECTING MACHINE LEARNING MODELS | CHIUSANO, ANDREW TSUTOMU | 2144 | §103 | Final Rejection | 27d | Pending | Sep 06, 2022 |
| 17821043 | SYSTEM AND METHODS FOR ENHANCING DATA FROM DISJUNCTIVE SOURCES | BAKER, IRENE H | 2152 | §103 | Final Rejection | 79d overdue | Pending | Aug 19, 2022 |
| 17884104 | CHANGE REQUEST VISUALIZATION IN HIERARCHICAL SYSTEMS | MINA, FATIMA P | 2159 | §103 | Final Rejection | 74d overdue | Pending | Aug 09, 2022 |
| 17854482 | TIME-VARYING FEATURES VIA METADATA | LEE, MICHAEL CHRISTOPHER | 2128 | §103 | Final Rejection | 59d overdue | Pending | Jun 30, 2022 |
| 17854487 | MULTI-STEP FORECASTING VIA TEMPORAL AGGREGATION | CHEN, KUANG FU | 2143 | §101 | Final Rejection | 9d overdue | Pending | Jun 30, 2022 |
| 17851120 | ADVERSARIAL CORRUPTION FOR ATTRIBUTION-BASED EXPLANATIONS VALIDATION | SCHALLHORN, TYLER J | 2144 | §103 | Final Rejection | 13d | Pending | Jun 28, 2022 |
| 17851981 | ORGANIZATION BASED ACCESS CONTROL WITH BOUNDARY ACCESS POLICIES | DHAKAD, RUPALI | 2437 | §103 | Non-Final OA | 34d | Pending | Jun 28, 2022 |
| 17836712 | FRAMEWORK FOR ANOMALY DETECTION IN A CLOUD ENVIRONMENT | SHAUGHNESSY, AIDAN EDWARD | 2432 | §103 | Final Rejection | 9d overdue | Pending | Jun 09, 2022 |
| 17835813 | TABLE EXTRACTION FROM IMAGE-BASED DOCUMENTS | RODGERS, ALEXANDER JOHN | 2661 | §103 | Final Rejection | 30d overdue | Pending | Jun 08, 2022 |
| 17834077 | OVERLAY NETWORK BASED TECHNIQUES FOR ENABLING COMMUNICATION BETWEEN ON-PREMISES AND CLOUD HOSTED DATA CENTERS | WHITAKER, JUSTIN MICHAEL | 2415 | §103 | Non-Final OA | 8d overdue | Pending | Jun 07, 2022 |
| 17830851 | DETECTING ANOMALIES IN LIVE MARKETING CAMPAIGN DATA | VIG, NARESH | 3622 | §103 | Non-Final OA | 4d overdue | Pending | Jun 02, 2022 |
| 17830262 | TECHNIQUES FOR BOOTSTRAPPING ACROSS SECURE AIR GAPS WITH PROXYING SIDECAR | POPHAM, JEFFREY D | 2432 | §103 | Non-Final OA | 12d | Pending | Jun 01, 2022 |
| 17751083 | DEPENDENCY CHECKING FOR MACHINE LEARNING MODELS | BASOM, BLAINE T | 2141 | §103 | Final Rejection | 3d overdue | Pending | May 23, 2022 |
| 17749388 | MACHINE LEARNING MODEL AND NEURAL NETWORK TO PREDICT OBJECT CHARACTERISTICS FROM DIGITAL IMAGE SIMILARITIES | RUSH, ERIC | 2677 | §103 | Final Rejection | 88d overdue | Pending | May 20, 2022 |
| 17748226 | TRACE REPRESENTATION LEARNING | NGUYEN, CHAU T | 2145 | §112 | Non-Final OA | 36d | Pending | May 19, 2022 |
| 17742472 | INTERCLOUD SERVICE GATEWAY | DILUZIO, NICHOLAS JOSEPH | 2498 | §103 | Final Rejection | 33d | Pending | May 12, 2022 |
| 17663009 | Subject-Level Granular Differential Privacy in Federated Learning | CAMPOS, ALFREDO | 2129 | §103 | Non-Final OA | 15d | Pending | May 11, 2022 |
| 17735143 | MINIMIZING UNMET DEMANDS DUE TO SHORT SUPPLY | EL-BATHY, MOHAMED N | 3624 | §101 | Final Rejection | 177d overdue | Pending | May 03, 2022 |
| 17731147 | EXPLAINABILITY OF TIME SERIES PREDICTIONS MADE USING STATISTICAL MODELS | IQBAL, MUSTAFA | 3625 | §101 | Non-Final OA | 19d | Pending | Apr 27, 2022 |
| 17687979 | REINFORCEMENT LEARNING AGENT TO EVALUATE MONITORING SYSTEM STRENGTH | BARRETT, RYAN S | 2148 | Other | Non-Final OA | 34d | Pending | Mar 07, 2022 |
| 17675214 | EVENT ATTRIBUTION FOR ESTIMATING DOWN STREAM IMPACT | CHOY, PAN G | 3624 | §103 | Final Rejection | 66d overdue | Pending | Feb 18, 2022 |
| 17673382 | CAREER PROGRESSION PLANNING TOOL USING A TRAINED MACHINE LEARNING MODEL | LEE, PO HAN | 3623 | §101 | Final Rejection | 34d | Pending | Feb 16, 2022 |
| 17566842 | FRAMEWORK FOR MIGRATING APPLICATIONS ACROSS PUBLIC AND PRIVATE CLOUDS | LI, HARRISON | 2195 | §103 | Final Rejection | 9d | Pending | Dec 31, 2021 |
| 17525542 | SYSTEM TO COMBINE INTELLIGENCE FROM MULTIPLE SOURCES THAT USE DISPARATE DATA SETS | ROTARU, OCTAVIAN | 3624 | §101 | Final Rejection | 4d overdue | Pending | Nov 12, 2021 |
| 17508734 | TECHNIQUES FOR TRAINED MODEL BIAS ASSESSMENT | PHUNG, STEVEN HUYNH | 2125 | §103 | Non-Final OA | 30d overdue | Pending | Oct 22, 2021 |
| 17499743 | DEVICE EMULATIONS IN A NOTEBOOK SESSION | HUARACHA, WILLY W | 2197 | §103 | Final Rejection | 22d | Pending | Oct 12, 2021 |
| 17488289 | FRACTIONAL INFERENCE ON GPU AND CPU FOR LARGE SCALE DEPLOYMENT OF CUSTOMIZED TRANSFORMERS BASED LANGUAGE MODELS | SMITH, KEVIN LEE | 2122 | §101 | Non-Final OA | 34d | Pending | Sep 28, 2021 |
| 17487964 | SYSTEM AND METHOD FOR DYNAMICALLY PARTITIONED MULTI-TENANT NAMESPACES | HOANG, PHUONG N | 2194 | §103 | Final Rejection | 16d | Pending | Sep 28, 2021 |
| 17464534 | GENERATING SIMILARITY SCORES BETWEEN DIFFERENT DOCUMENT SCHEMAS | MITIKU, BERHANU | 2156 | §103 | Non-Final OA | 10d overdue | Pending | Sep 01, 2021 |
| 17458081 | TECHNIQUES FOR SCHEMA DRIFT DETECTION | BEJCEK II, ROBERT H | 2148 | §103 | Final Rejection | 104d overdue | Pending | Aug 26, 2021 |
| 17380015 | DATABASE RAPID RESTORE AFTER MEDIA FAILURE | WU, TONY | 2166 | §103 | Non-Final OA | 2d overdue | Pending | Jul 20, 2021 |
| 17375292 | Event Recommendation System | EL-BATHY, MOHAMED N | 3624 | §101 | Final Rejection | 34d | Pending | Jul 14, 2021 |
| 17356186 | UNSUPERVISED METHOD FOR BASELINING AND ANOMALY DETECTION IN TIME-SERIES DATA FOR ENTERPRISE SYSTEMS | STARKS, WILBERT L | 2122 | §101 | Final Rejection | 34d | Pending | Jun 23, 2021 |
| 17353496 | SYSTEM AND METHOD FOR PROVIDING A TEST MANAGER FOR USE WITH A MAINFRAME REHOSTING PLATFORM | AGUILERA, TODD | 2192 | §103 | Non-Final OA | 92d overdue | Pending | Jun 21, 2021 |
| 17232671 | DATASET-FREE, APPROXIMATE MARGINAL PERTURBATION-BASED FEATURE ATTRIBUTIONS | SHALU, ZELALEM W | 2145 | §103 | Non-Final OA | 8d | Pending | Apr 16, 2021 |
| 17218915 | MACHINE LEARNING SYSTEMS FOR MANAGING INVENTORY | TC 3600, DOCKET | 3600 | §103 | Final Rejection | 18d overdue | Pending | Mar 31, 2021 |
| 17191379 | RANDOMIZED METHOD FOR IMPROVING APPROXIMATIONS FOR NONLINEAR SUPPORT VECTOR MACHINES | PRESSLY, KURT NICHOLAS | 2125 | §101 | Non-Final OA | 19d overdue | Pending | Mar 03, 2021 |
| 17119998 | Intra-Process Caching and Reuse of Threads | CHU JOY, JORGE A | 2195 | §112 | Non-Final OA | 34d | Pending | Dec 11, 2020 |
| 17073525 | Cognitive Error Recommendation Based on Log Data | TRIEU, EM N | 2128 | §101 | Non-Final OA | 37d overdue | Pending | Oct 19, 2020 |
| 17030149 | SYSTEM AND METHOD FOR ENABLING EXTRACT TRANSFORM AND LOAD PROCESSES IN A BUSINESS INTELLIGENCE SERVER | WILLIS, AMANDA LYNN | 2156 | §103 | Final Rejection | 24d overdue | Pending | Sep 23, 2020 |
| 17017368 | EXPENSE REPORT GENERATION SYSTEM | TUTOR, AARON N | 3627 | §103 | Non-Final OA | 33d | Pending | Sep 10, 2020 |
| 16731704 | MACHINE LEARNING-BASED CHANGE CONTROL SYSTEMS | NGUYEN, NGA B | 3625 | §101 | Non-Final OA | 4d overdue | Pending | Dec 31, 2019 |
| 15227897 | SYSTEM AND METHOD FOR PROVIDING DYNAMIC RELOCATION OF TENANTS IN A MULTI-TENANT DATABASE ENVIRONMENT | LE, MICHAEL | 2163 | §103 | Final Rejection | 70d overdue | Pending | Aug 03, 2016 |
| 15169622 | Accountability and Trust in Distributed Ledger Systems | IMMANUEL, ILSE I | 3699 | §112 | Non-Final OA | 13d | Pending | May 31, 2016 |
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