Prosecution Insights
Prosecution Insights
266 pending office actions • 112 art units • 239 examiners • 0 of 266 (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. 104 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. 104 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 | 44 (17%) |
| §103 only | 165 (62%) |
| §102 only | 18 (7%) |
| §112 only | 4 (2%) |
| Double-patenting only | 4 (2%) |
| Double-patenting + other | 1 (0%) |
| No statute on record | 30 (11%) |
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 |
|---|---|---|---|
| ADAMS, CHARLES D | 3 | 44.6% | +43.5% |
| LYONS, ANDREW M | 3 | 74.0% | +15.5% |
| LI, HARRISON | 3 | 68.2% | +52.8% |
| MORRISON, JAY A | 2 | 80.9% | +23.9% |
| MITIKU, BERHANU | 2 | 55.1% | +28.8% |
| SHITAYEWOLDETSADI, BERHANU | 2 | 83.9% | +24.6% |
| ROSTAMI, MOHAMMAD S | 2 | 67.0% | +26.2% |
| DELICH, STEPHANIE ZAGARELLA | 2 | 38.9% | +35.9% |
| JOHNSON, AMY COHEN | 2 | 54.0% | +21.9% |
| LEE, PHILIP C | 2 | 77.3% | +19.3% |
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 |
|---|---|---|---|
| 18486427 | IDENTITY MANAGEMENT IN A MULTI-CLOUD INFRASTRUCTURE | SHITAYEWOLDETSADI, BERHANU | 89d overdue |
| 19054168 | Efficient Core Reindexing | MORRISON, JAY A | 75d |
| 19192074 | VIRTUAL LAYER-2 NETWORK | SHITAYEWOLDETSADI, BERHANU | — |
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 |
| 18883923 | INTELLIGENT TASK SCHEDULING AND NOTIFICATION-INITIATED DIGITAL ASSISTANT CONVERSATIONS | IQBAL, MUSTAFA | 38d overdue |
| 17073525 | Cognitive Error Recommendation Based on Log Data | TRIEU, EM N | 37d overdue |
| 18633064 | SUBSTRATE INSTANCE CERTIFICATES | KIM, HEE SOO | 31d overdue |
| 18632114 | SYSTEM AND METHOD FOR DETERMINATION OF RECOMMENDATIONS AND ALERTS IN AN ANALYTICS ENVIRONMENT | HATCHER, DEIRDRE D | 11d overdue |
| 17854487 | MULTI-STEP FORECASTING VIA TEMPORAL AGGREGATION | CHEN, KUANG FU | 9d 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 |
|---|---|---|---|
| 18486427 | IDENTITY MANAGEMENT IN A MULTI-CLOUD INFRASTRUCTURE | SHITAYEWOLDETSADI, BERHANU | 89d overdue |
| 18360707 | PROVIDING FAULT-RESISTANCE SERVICES IN A DEDICATED REGION CLOUD AT CUSTOMER | LI, HARRISON | 50d overdue |
| 17464534 | GENERATING SIMILARITY SCORES BETWEEN DIFFERENT DOCUMENT SCHEMAS | MITIKU, BERHANU | 10d overdue |
| 18163671 | REGION SEED ESTABLISHMENT | JOHNSON, AMY COHEN | 9d overdue |
| 18988029 | SYSTEM AND METHOD FOR USE OF A FRAGMENTED QUERY MODEL IN AN ANALYTIC APPLICATIONS ENVIRONMENT | ADAMS, CHARLES D | 4d overdue |
| 17566842 | FRAMEWORK FOR MIGRATING APPLICATIONS ACROSS PUBLIC AND PRIVATE CLOUDS | LI, HARRISON | 9d |
| 18900020 | NESTED RESOURCE IDENTITY MANAGEMENT FOR CLOUD RESOURCES | LEE, PHILIP C | 34d |
| 18364327 | TECHNIQUES FOR TELEMETRY DATA COMPARISON FOR REGRESSION DETECTION | LYONS, ANDREW M | 55d |
| Art Unit | Apps |
|---|---|
| 2154 | 9 |
| 3624 | 7 |
| 2443 | 6 |
| 2191 | 6 |
| 2195 | 6 |
| 2152 | 5 |
| 3625 | 5 |
| 2193 | 5 |
| 2122 | 5 |
| 2156 | 4 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19310678 | AUTONOMOUS USER-DIRECTED INSIGHTS AND DASHBOARD RECOMMENDATIONS | MACKES, KRIS E | — | DP | Non-Final OA | — | Pending | Aug 26, 2025 |
| 19288086 | SYSTEM AND METHOD FOR AUTOMATICALLY ENRICHING DATASETS WITH SYSTEM KNOWLEDGE DATA | SHANMUGASUNDARAM, KANNAN | — | §102 | Non-Final OA | — | Pending | Aug 01, 2025 |
| 19268787 | DISCOVERY OF SOURCE RANGE PARTITIONING INFORMATION IN DATA EXTRACT JOB | HICKS, SHIRLEY D. | — | §103 | Non-Final OA | — | Pending | Jul 14, 2025 |
| 19242804 | SYSTEM AND TECHNIQUES FOR ENRICHING LOG RECORDS WITH FIELDS FROM OTHER LOG RECORDS IN STRUCTURED FORMAT | MORRISON, JAY A | 2161 | §101 | Non-Final OA | — | Pending | Jun 18, 2025 |
| 19237718 | TECHNIQUES FOR EFFICIENT REPLICATION AND RECOVERY | MITIKU, BERHANU | — | — | Non-Final OA | — | Pending | Jun 13, 2025 |
| 19219881 | TRACKING PERFORMANCE OF RECOMMENDED CONTENT ACROSS MULTIPLE CONTENT OUTLETS | CIRNU, ALEXANDRU | 3622 | §101 | Non-Final OA | — | Pending | May 27, 2025 |
| 19212418 | Techniques For Automated Service Monitoring And Remediation In A Distributed Computing System | LIN, KATHERINE Y | — | §101 | Non-Final OA | — | Pending | May 19, 2025 |
| 19200449 | Out-Of-Core BFS For Shortest Path Graph Queries | UDDIN, MD I | — | §102 | Non-Final OA | — | Pending | May 06, 2025 |
| 19199179 | TECHNIQUES TO DYNAMICALLY RETRIEVE DOCUMENTS USING SEMANTIC AND TEMPORAL CUES | BAKER, IRENE H | 2154 | §103 | Non-Final OA | — | Pending | May 05, 2025 |
| 19192074 | VIRTUAL LAYER-2 NETWORK | SHITAYEWOLDETSADI, BERHANU | — | §103 | Non-Final OA | — | Pending | Apr 28, 2025 |
| 19186737 | Demand Transference Machine Learning Model | GUNN, JEREMY L | — | §103 | Non-Final OA | — | Pending | Apr 23, 2025 |
| 19185644 | COMPILED CALL STUBS FOR EFFICIENT EXECUTION OF POLYGLOT QUERIES IN A DBMS | ROSTAMI, MOHAMMAD S | 2154 | §103 | Non-Final OA | — | Pending | Apr 22, 2025 |
| 19179842 | Techniques For Safe Database Migration With No Downtime | HWA, SHYUE JIUNN | 2156 | — | Non-Final OA | — | 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 |
| 19097719 | SYSTEM AND TECHNIQUES TO AUTOCOMPLETE A NEW PROTOCOL DEFINITION | MACASIANO, MARILYN G | 3622 | §101 | Non-Final OA | — | Pending | Apr 01, 2025 |
| 19096433 | VIRTUAL IP FOR A CONTAINER POD | ROBINSON, CHRISTOPHER B | — | §103 | Non-Final OA | — | Pending | Mar 31, 2025 |
| 19091861 | DATA SERIALIZATION IN A DISTRIBUTED EVENT PROCESSING SYSTEM | SINGH, AMRESH | 2159 | §103 | Final Rejection | 51d overdue | Pending | Mar 27, 2025 |
| 19076138 | QUERYING SHARDED VECTOR DATABASES | KUDDUS, DANIEL A | 2154 | §103 | Final Rejection | — | Pending | Mar 11, 2025 |
| 19075706 | MULTI-VECTOR SEARCH | MAHMOOD, REZWANUL | 2159 | §103 | Final Rejection | — | Pending | Mar 10, 2025 |
| 19072784 | SYSTEM AND METHOD FOR AUTOMATIC GENERATION OF BI MODELS USING DATA INTROSPECTION AND CURATION | ADAMS, CHARLES D | 2152 | §103 | Final Rejection | — | Pending | Mar 06, 2025 |
| 19069926 | RESOURCE RECLAIMING IN A TENANCY HAVING MULTIPLE SERVICE SUBSCRIPTIONS | SALL, EL HADJI MALICK | — | §102 | Non-Final OA | — | Pending | Mar 04, 2025 |
| 19065437 | SYSTEMS AND METHODS FOR SMART ELECTRONIC FORM MANAGEMENT WITH CONDITION TRACKING | DELICH, STEPHANIE ZAGARELLA | 3623 | — | Non-Final OA | — | Pending | Feb 27, 2025 |
| 19054168 | Efficient Core Reindexing | MORRISON, JAY A | 2151 | §103 | Non-Final OA | 75d | Pending | Feb 14, 2025 |
| 19036417 | DISTRIBUTED RATE LIMITING | MEKY, MOUSTAFA M | — | DP | Non-Final OA | — | Pending | Jan 24, 2025 |
| 19025841 | TECHNIQUES FOR SEMANTIC SEARCHING | JOHNSON, AMY COHEN | 2455 | — | Non-Final OA | — | Pending | Jan 16, 2025 |
| 19021505 | Trigger-Based Transfer Of Conversations From A Chatbot To A Human Agent | LEE, PHILIP C | — | — | Non-Final OA | — | Pending | Jan 15, 2025 |
| 19017209 | On-Chip Atomic Transaction Engine | TALUKDAR, ARVIND | 2132 | §103 | Non-Final OA | 29d overdue | Pending | Jan 10, 2025 |
| 19012556 | TIME-WINDOW BASED MULTI-STAGE SAMPLING WITH SAMPLE BIASING | DADA, BEEMNET W | 2435 | §102 | Non-Final OA | — | Pending | Jan 07, 2025 |
| 18987990 | APPLICATION-LAYER CONNECTION REDISTRIBUTION AMONG SERVICE INSTANCES | CHOU, ALAN S | 2451 | — | Non-Final OA | — | Pending | Dec 19, 2024 |
| 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 |
| 18985230 | Continually Evolving Subjects Using Machine Learning | SHEIKH, ASFAND M | 3626 | §103 | Final Rejection | — | Pending | Dec 18, 2024 |
| 18963093 | APPLICATION SECURITY MANAGEMENT SYSTEM INTEGRATED WITH APPLICATION STATUS AND SENSOR DATA USE PATTERNS | KNACKSTEDT, JACOB BENEDICT | 2408 | §103 | Final Rejection | — | Pending | Nov 27, 2024 |
| 18962420 | PROVIDING METRICS ASSOCIATED WITH A PRIVATE CLOUD NETWORK AVAILABLE FROM A FIRST CLOUD SERVICE PROVIDER VIA A SECOND CLOUD SERVICE PROVIDER | IMANI, CELINE AYLIN | 2457 | — | Non-Final OA | — | Pending | Nov 27, 2024 |
| 18960426 | CLUSTER PLACEMENT GROUP | ABEDIN, NORMIN | 2400 | §103 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18957477 | Entity Relationship Privacy for Large Language Models | TURCHEN, JAMES R | 2439 | §103 | Non-Final OA | — | Pending | Nov 22, 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 |
| 18949645 | CONGESTION CONTROL IN RDMA FABRICS | HAJ SAID, FADI | 2444 | — | Non-Final OA | — | Pending | Nov 15, 2024 |
| 18942116 | Enforcing Fairness on Unlabeled Data to Improve Modeling Performance | SARWAR, BABAR | 3667 | DPOther | Non-Final OA | — | Pending | Nov 08, 2024 |
| 18912251 | INTERCONNECTION OF GLOBAL VIRTUAL PLANES | LEE, GIL H | 2446 | §112 | Non-Final OA | 41d | Pending | Oct 10, 2024 |
| 18912076 | GLOBAL VIRTUAL PLANES | DANG, PHILIP | 2488 | — | Non-Final OA | — | 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 |
| 18900188 | Subject Level Privacy Attack Analysis for Federated Learning | HENNING, MATTHEW T | 2491 | — | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18900020 | NESTED RESOURCE IDENTITY MANAGEMENT FOR CLOUD RESOURCES | LEE, PHILIP C | 2454 | §103 | Non-Final OA | 34d | Pending | Sep 27, 2024 |
| 18886544 | COMMUNICATE DNS ZONE METADATA TO DYNAMIC NAMESERVER PROXIES | DUONG, OANH | 2441 | §102 | Non-Final OA | 62d | Pending | Sep 16, 2024 |
| 18885630 | VERSIONING OF VECTORS IN A DATABASE SYSTEM | ELLIS, MATTHEW J | 2152 | §101 | Final Rejection | — | Pending | Sep 14, 2024 |
| 18885178 | ROUTING ENGINE FOR LLM-BASED DIGITAL ASSISTANT | GLASSER, DARA J | 2161 | §103 | Non-Final OA | — | Pending | Sep 13, 2024 |
| 18884459 | TRAINING DATA COLLECTION AND EVALUATION FOR FINE-TUNING A MACHINE-LEARNING MODEL FOR AUTOMATIC SOAP NOTE GENERATION | HUYNH, EMILY | 3683 | §101 | Final Rejection | — | 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 |
| 18885353 | AUTOMATIC MEDICATION ORDER GENERATION | SEREBOFF, NEAL | 3683 | §102 | Final Rejection | 29d | Pending | Sep 13, 2024 |
| 18885507 | DETECTION AND HANDLING OF ERRORS IN INPUT AND OUTPUT TO AND FROM A LARGE LANGUAGE MODEL | REN, ZHUBING | 2483 | — | Non-Final OA | — | Pending | Sep 13, 2024 |
| 18885501 | LARGE LANGUAGE MODEL HANDLING OUT-OF-SCOPE AND OUT-OF-DOMAIN DETECTION FOR DIGITAL ASSISTANT | LOWEN, NICHOLAS DANIEL | 2653 | — | Non-Final OA | — | Pending | Sep 13, 2024 |
| 18883254 | ZERO TRUST PACKET ROUTING ARCHITECTURE | DESROSIERS, EVANS | 2491 | §103 | Final Rejection | — | Pending | Sep 12, 2024 |
| 18883800 | SYSTEM AND METHOD FOR PROVIDING A DATA ANALYTICS WORKBOOK ASSISTANT AND INTEGRATION WITH DATA ANALYTICS ENVIRONMENTS | SAINT CYR, LEONARD | 2658 | — | Non-Final OA | — | Pending | Sep 12, 2024 |
| 18883923 | INTELLIGENT TASK SCHEDULING AND NOTIFICATION-INITIATED DIGITAL ASSISTANT CONVERSATIONS | IQBAL, MUSTAFA | 3625 | §101 | Final Rejection | 38d overdue | Pending | Sep 12, 2024 |
| 18883782 | AUTOMATIC PROMPT ENGINEERING USING A LARGE LANGUAGE MODEL | HAYNES, DAWN TRINAH | 3686 | §103 | Final Rejection | — | Pending | Sep 12, 2024 |
| 18830344 | STORAGE AND RETRIEVAL MECHANISMS FOR KNOWLEDGE ARTIFACTS ACQUIRED AND APPLICABLE ACROSS CONVERSATIONS | MCLEAN, IAN SCOTT | 2654 | §103 | Non-Final OA | — | Pending | Sep 10, 2024 |
| 18829915 | SESSION MANAGEMENT FOR VARIABLE-LENGTH MESSAGE STREAMS | NAJI, YOUNES | 2445 | §103 | Final Rejection | — | Pending | Sep 10, 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 |
| 18823371 | SYSTEM AND METHOD FOR IMPROVING AN END-TO-END AUTOMATIC SPEECH RECOGNITION MODEL | LEE, JANGWOEN | 2656 | §103 | Non-Final OA | — | 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 |
| 18813182 | Scheduling System Maintenance Operations In A Cloud Environment | SWARTZ, STEPHEN S | 3625 | §103 | Non-Final OA | 12d | Pending | Aug 23, 2024 |
| 18814249 | USER INTERFACE TECHNIQUES FOR AN INFRASTRUCTURE ORCHESTRATION SERVICE | NEHCHIRI, KOOROSH | — | §103 | Non-Final OA | — | Pending | Aug 23, 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 |
| 18811404 | ASSISTIVE PROBLEM-ORIENTED SUMMARY GENERATION OF PATIENT RECORDS | EDOUARD, JONATHAN CHRISTOPHER | 3683 | §103 | Final Rejection | — | Pending | Aug 21, 2024 |
| 18811432 | SYSTEM AND METHOD FOR PROVIDING REAL-TIME SPEECH RECOGNITION AND NATIVE VISUALIZATION FOR DATA ANALYTICS | ISLAM, MOHAMMAD K | 2653 | §102 | Non-Final OA | — | Pending | Aug 21, 2024 |
| 18806669 | In-Memory Result Set Rebalancing For Distributed Graph Queries | HALM, KWEKU WILLIAM | 2166 | §103 | Non-Final OA | — | Pending | Aug 15, 2024 |
| 18806468 | APPLICATION PERFORMANCE MONITORING FOR MONOLITHIC APPLICATIONS AND DISTRIBUTED SYSTEMS | DAO, THUY CHAN | — | §103 | Non-Final OA | — | Pending | Aug 15, 2024 |
| 18800730 | DYNAMIC ACCESS TOKEN GENERATION FOR VISITOR CONSUMERS WITHIN A 5G NETWORK | CAREY, FORREST L | 2491 | §102 | Final Rejection | 15d | Pending | Aug 12, 2024 |
| 18798642 | ATTACK DETECTION WITH APPLICATION-AWARE SYSTEM CALL ANALYSIS | KHAN, ATTA | 2449 | §103 | Non-Final OA | — | Pending | Aug 08, 2024 |
| 18790630 | OPERATION SYSTEM-LEVEL INSTRUMENTATION TO AUTOMATICALLY INFER SOFTWARE DEPENDENCIES | WEI, ZENGPU | — | §103 | Non-Final OA | — | Pending | Jul 31, 2024 |
| 18788658 | Generating Software Code Using Large Language Models | HASAN, SYED HAROON | 2154 | — | Non-Final OA | — | Pending | Jul 30, 2024 |
| 18784683 | SYSTEM AND METHOD FOR COMPARTMENT QUOTAS IN A CLOUD INFRASTRUCTURE ENVIRONMENT | LING, CHHIAN | 2446 | — | Non-Final OA | — | Pending | Jul 25, 2024 |
| 18780266 | SCALABLE RANGE LOCKS | ALLEN, NICHOLAS E | 2154 | §103 | Non-Final OA | 71d overdue | Pending | Jul 22, 2024 |
| 18778230 | Use Of Modulation Spectrums In Automatic Speech Recognition Models | HOQUE, NAFIZ E | 2693 | §102 | Non-Final OA | 39d | Pending | Jul 19, 2024 |
| 18778722 | REPLICATION OF CUSTOMER KEYS STORED IN A VIRTUAL VAULT | DHAKAD, RUPALI | 2437 | §103 | Non-Final OA | 16d | 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 | Final Rejection | 25d overdue | Pending | Jul 11, 2024 |
| 18768132 | MACHINE LEARNING (ML) MODEL BASED PREDICTION OF DELAYS IN WORKFLOWS | IQBAL, MUSTAFA | 3625 | §101 | Non-Final OA | — | Pending | Jul 10, 2024 |
| 18760100 | Cloud Based Logging Framework | HOSSAIN, KAMAL M | 2444 | §103 | Non-Final OA | 53d | Pending | Jul 01, 2024 |
| 18758321 | NARRATIVE POINT OF VIEW MODIFICATION FOR CONTENT GENERATED BY A MACHINE-LEARNED MODEL | TSUI, WILSON W | 2172 | §103 | Non-Final OA | — | Pending | Jun 28, 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 |
| 18747956 | Compact Synchronization in Managed Runtimes | TANG, KENNETH | 2197 | §103 | Final Rejection | — | Pending | Jun 19, 2024 |
| 18743866 | LLM FINE-TUNING FOR CODE GENERATION | LEE, MARINA | 4100 | §101 | Non-Final OA | — | Pending | Jun 14, 2024 |
| 18741656 | RESOURCE ALLOCATION FOR ACCESSING CLOUD BASED SERVICES | COX, NATISHA D | 2458 | §112 | Non-Final OA | 60d | Pending | Jun 12, 2024 |
| 18740185 | ENTITY AWARE SUMMARIZATION USING DIRECTIONAL STIMULUS PROMPTING | PATEL, SHREYANS A | 2659 | §103 | Final Rejection | — | Pending | Jun 11, 2024 |
| 18735352 | TECHNIQUES FOR ORCHESTRATED LOAD SHEDDING | KAZIMI, HANI M | — | §101 | Non-Final OA | — | Pending | Jun 06, 2024 |
| 18732414 | ARTIFICIAL INTELLIGENCE DRIVEN APPLICATION SYNCHRONIZATION AND HIERARCHY MATERIALIZATION | ADAMS, CHARLES D | 2152 | §103 | Final Rejection | — | Pending | Jun 03, 2024 |
| 18680384 | SYSTEM AND METHOD FOR GENERATING ENTERPRISE FORECASTS BASED ON INPUT VARIABLES | POE, KEVIN T | 3692 | §102 | Final Rejection | — | Pending | May 31, 2024 |
| 18671278 | SYSTEM AND METHOD FOR EVALUATION, IMPLEMENTATION, AND REFINEMENT OF ENTERPRISE SCORECARDS | SINGH, RUPANGINI | 3628 | §103 | Final Rejection | 21d | Pending | May 22, 2024 |
| 18670954 | MULTI-LEVEL RECORD AND REPLAY OF JAVA APPLICATIONS | PAN, HANG | 2193 | — | Non-Final OA | — | Pending | May 22, 2024 |
| 18667875 | TECHNIQUES FOR REGION BUILD ORCHESTRATION | ONAT, UMUT | — | §102 | Non-Final OA | — | Pending | May 17, 2024 |
| 18656456 | EFFICIENT FLOW MANAGEMENT UTILIZING CONTROL PACKETS | PARK, JUNG H | 2411 | §103 | Non-Final OA | — | Pending | May 06, 2024 |
| 18651611 | ADAPTIVE THROTTLING OF STORAGE SERVICE TRAFFIC WITHIN A CLIENT APPLICATION | GEORGANDELLIS, ANDREW C | 2459 | §103 | Final Rejection | — | Pending | Apr 30, 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 | Non-Final OA | 74d overdue | Pending | Apr 29, 2024 |
| 18649012 | SCOPE INHERITANCE AND MODIFIERS FOR A CENTRAL TEXT REPOSITORY | LYONS, ANDREW M | 2191 | — | Non-Final OA | — | Pending | Apr 29, 2024 |
| 18647825 | Obtaining Deployment Tokens For Deploying Artifacts To A Cloud Environment | MACASIANO, JOANNE GONZALES | 2197 | §103 | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18647772 | Deployment Control Over Cloud Resources | AKBARI, FARAZ TIMA | — | §103 | Non-Final OA | — | Pending | Apr 26, 2024 |
| 18646680 | SERVICE LEVEL OBJECTIVE-BASED REGULATOR | MUDRICK, TIMOTHY A | — | §103 | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18645673 | Machine Learning Based Overbooking Limit Optimization | MANEJWALA, ISMAIL A | 3628 | §101 | Final Rejection | — | Pending | Apr 25, 2024 |
| 18643464 | Enhancing Software Extensibility For Cloud Environments | CAO, DIEM K | — | §103 | Non-Final OA | — | Pending | Apr 23, 2024 |
| 18640932 | AUTOMATIC DEFRAGMENTATION SERVICE | ANYA, CHARLES E | — | — | Non-Final OA | — | Pending | Apr 19, 2024 |
| 18641230 | Contextually Targeting Users In Metaverse Environments | WOODWORTH, II, ALLAN J | 3622 | §103 | Final Rejection | — | Pending | Apr 19, 2024 |
| 18639344 | Optimized Query Of Table With No Index For Table Comparison In Heterogeneous Source And Target Databases | WEHOVZ, OSCAR | 2161 | §103 | Non-Final OA | — | Pending | Apr 18, 2024 |
| 18638931 | COMPILING JUST THE BEST BITS: FINDING THE MAXIMUM BENEFIT SHARED SUBEXPRESSIONS IN A QUERY WORKLOAD | MOSER, BRUCE M | 2154 | §101 | Non-Final OA | — | 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 |
| 18636113 | METHODS, SYSTEMS, AND COMPUTER READABLE MEDIA FOR DYNAMIC INTER-SERVICE COMMUNICATION PROXY (SCP) ROUTING USING REMOTE PRODUCER NEWORK FUNCTION (NF) INSTANCE PATH REACHABILITY INFORMATION | LATORRE, IVAN O | 2409 | — | Non-Final OA | — | Pending | Apr 15, 2024 |
| 18633064 | SUBSTRATE INSTANCE CERTIFICATES | KIM, HEE SOO | 2443 | §101 | Non-Final OA | 31d overdue | Pending | Apr 11, 2024 |
| 18632131 | EFFICIENT DETECTION OF UPDATES IN A RESOURCE COLLECTION SET | SOLTANZADEH, AMIR | 2191 | §103 | Final Rejection | — | Pending | Apr 10, 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 |
| 18630102 | TECHNIQUES FOR IMAGE-BASED OPERATIONAL HEALTH DETECTION | SETH, MANAV | 2672 | §103 | Non-Final OA | — | Pending | Apr 09, 2024 |
| 18629734 | Autonomous Transparent Cluster Resizing for In-Memory Distributed Graph Processing Systems | EWALD, JOHN ROBERT DAKITA | — | §103 | Non-Final OA | — | Pending | Apr 08, 2024 |
| 18627860 | LLM FINE-TUNING FOR TEXT SUMMARIZATION | SHAIKH, ZEESHAN MAHMOOD | 2658 | §101 | Final Rejection | — | Pending | Apr 05, 2024 |
| 18626613 | HANDLING EXPLICIT INVOCATION OF CHATBOTS | ARMSTRONG, ANGELA A | 2659 | §103 | Non-Final OA | 84d | Pending | Apr 04, 2024 |
| 18610745 | Machine Learning Based Overbooking Modeling | GOODMAN, MATTHEW PARKER | 3628 | §101 | Final Rejection | — | Pending | Mar 20, 2024 |
| 18607754 | SYNCHRONIZING COMMUNICATION CHANNEL STATE INFORMATION FOR HIGH FLOW AVAILABILITY | JAKOVAC, RYAN J | 2445 | §103 | Final Rejection | 23d overdue | Pending | Mar 18, 2024 |
| 18597334 | Configurable Sample Code Generator For Computing Environments | PAN, HANG | 2193 | §103 | Final Rejection | 43d overdue | Pending | Mar 06, 2024 |
| 18595781 | System And Method For Managing Security For A Cloud Infrastructure Realm Using Cross-Domain Approval | COX, NATISHA D | 2458 | §103 | Final Rejection | — | Pending | Mar 05, 2024 |
| 18590285 | Control System for Learning to Rank Fairness | HOANG, HAU HAI | 2154 | §103 | Non-Final OA | — | Pending | Feb 28, 2024 |
| 18586763 | DYNAMIC GENERATION OF RUNBOOKS | TRUONG, LOAN | 2114 | §103 | Final Rejection | — | Pending | Feb 26, 2024 |
| 18582043 | Deallocation Of Shared Memory Segments | LI, HARRISON | — | — | Non-Final OA | — | Pending | Feb 20, 2024 |
| 18581214 | METHODS, SYSTEMS, AND COMPUTER READABLE MEDIA FOR SYNTHETIC MONITORING OF NETWORK FUNCTION (NF) SERVICE INSTANCES AND AUTOMATED UPDATING OF ROUTING RULES BY SERVICE COMMUNICATION PROXY (SCP) | COULTER, KENNETH R | 2445 | §112 | Non-Final OA | — | Pending | Feb 19, 2024 |
| 18444454 | TUNING-FREE UNSUPERVISED ANOMALY DETECTION BASED ON DISTANCE TO NEAREST NORMAL POINT | BLACK, LINH | 2163 | §103 | Final Rejection | 3d overdue | Pending | Feb 16, 2024 |
| 18436985 | MANAGING SESSION LIFECYCLES THROUGH CUSTOM SCRIPTS IN A NETWORK-SEGREGATED ENVIRONMENT | GHAFFARI, ABU Z | 4100 | §103 | Non-Final OA | — | Pending | Feb 08, 2024 |
| 18435996 | MEASURING AND VISUALIZING TOPIC MODEL TRAINING CONVERGENCE | ELIAS, EARL L | 2169 | §103 | Final Rejection | — | Pending | Feb 07, 2024 |
| 18426173 | PREDICTING FUTURE QUIET PERIODS FOR MATERIALIZED VIEWS | SHAH, VAISHALI | 2156 | §103 | Final Rejection | 8d | Pending | Jan 29, 2024 |
| 18426290 | MACHINE LEARNING BASED STATIC PROFILING | DUAN, VIVIAN WEIJIA | 2191 | §103 | Non-Final OA | — | Pending | Jan 29, 2024 |
| 18416732 | Automatic Host Triaging And Repair Using Structured Logging | MCNAMARA, SEAN KEVIN | 2113 | §103 | Final Rejection | 73d overdue | Pending | Jan 18, 2024 |
| 18405935 | Content Generation With Machine Learning-Augmented Summarization | ROBINSON, GRETA LEE | — | §102 | Non-Final OA | — | Pending | Jan 05, 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 |
| 18400412 | Fine-Grained Custom Sharding Of Databases | KIM, PAUL | 2152 | §103 | Non-Final OA | — | Pending | Dec 29, 2023 |
| 18400130 | Copy-Or-Generate Model With Semi-Sandboxed Or Fully Sandboxed Decoding To Handle Text Generation Tasks In Accurate And Secure Manner | CHEN, KUANG FU | — | §103 | Non-Final OA | — | Pending | Dec 29, 2023 |
| 18393273 | APPLICATION PROGRAMMING INTERFACE (API) DOCUMENT GENERATION SYSTEM | CASTANEDA, IVAN ALEXANDER | 2195 | — | Non-Final OA | — | Pending | Dec 21, 2023 |
| 18542344 | CLUSTER-BASED FEW-SHOT SAMPLING TO SUPPORT DATA PROCESSING AND INFERENCES IN IMPERFECT LABELED DATA ENVIRONMENTS | GRUSZKA, DANIEL PATRICK | — | §103 | Non-Final OA | — | Pending | Dec 15, 2023 |
| 18535140 | PARALLEL EXECUTION OF COMMANDS AGAINST A VARIABLE NUMBER OF DATABASES | SUN, ANDREW NMN | 2195 | — | Non-Final OA | — | Pending | Dec 11, 2023 |
| 18529300 | MULTIPLIER TUNING POSTPROCESSING FOR MACHINE LEARNING BIAS MITIGATION | JUNG, DONG YOON | — | §103 | Non-Final OA | — | Pending | Dec 05, 2023 |
| 18523409 | Relevance-Based Filtering Of Machine-Learning-Generated Descriptions | ROSTAMI, MOHAMMAD S | — | — | Non-Final OA | — | Pending | Nov 29, 2023 |
| 18523710 | SIMULATION SERVICE MODEL FOR INVENTORY OPTIMIZATION | DELIGI, VANESSA LIMA | 3627 | §101 | Non-Final OA | — | Pending | Nov 29, 2023 |
| 18520260 | TECHNIQUES FOR VISUALIZING FEATURE ENGINEERING PIPELINES | BHAT, VIBHA NARAYAN | — | §103 | Non-Final OA | — | Pending | Nov 27, 2023 |
| 18520103 | TRACKING DATA CENTER BUILD DEPENDENCIES WITH CAPABILITIES AND SKILLS | MUI, WEI YUN | 2191 | §103 | Non-Final OA | 50d | Pending | Nov 27, 2023 |
| 18520250 | SECURED BOOTSTRAP WITH DYNAMIC AUTHORIZATION | TRUVAN, LEYNNA THANH | 2435 | §103 | Final Rejection | — | 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 | Final Rejection | 16d overdue | Pending | Nov 20, 2023 |
| 18510420 | Clustering Using Natural Language Processing | LEE, MICHAEL CHRISTOPHER | 2128 | §101 | Non-Final OA | — | Pending | Nov 15, 2023 |
| 18508805 | AI-GENERATED DATA OBJECTS FOR DATA VISUALIZATION | SULTANA, NADIRA | 2653 | §103 | Non-Final OA | — | Pending | Nov 14, 2023 |
| 18500474 | NETWORK LOCALITY IN A GPU SUPER-CLUSTER | BLACKBURN, CONNOR IMIOLA | 2194 | §101 | Non-Final OA | — | Pending | Nov 02, 2023 |
| 18386196 | THRESHOLD TUNING FOR IMBALANCED MULTI-CLASS CLASSIFICATION MODELS | COLE, BRANDON S | — | §103 | Non-Final OA | — | Pending | Nov 01, 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 |
| 18495966 | GENERATION OF SYNTHETIC DOCTOR-PATIENT CONVERSATIONS | EDOUARD, PATRICIA KELLY | 3681 | §103 | Final Rejection | — | Pending | Oct 27, 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 |
| 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 |
| 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 |
| 18486427 | IDENTITY MANAGEMENT IN A MULTI-CLOUD INFRASTRUCTURE | SHITAYEWOLDETSADI, BERHANU | 2455 | §103 | Non-Final OA | 89d overdue | Pending | Oct 13, 2023 |
| 18486448 | USER SIGN-UP FOR SERVICES OFFERED IN A MULTI-CLOUD INFRASTRUCTURE | XU, ZUJIA | 2195 | §101 | Non-Final OA | — | Pending | Oct 13, 2023 |
| 18375073 | INTERTWINED-GNN: A GRAPH NEURAL NETWORK FOR LEARNING EMBEDDINGS ON HETEROGENEOUS GRAPHS | KEATON, SHERROD L | 2148 | Other | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18472482 | EFFICIENT DIRECT CONVOLUTION USING SIMD INSTRUCTIONS | DOMAN, SHAWN | 2183 | §103 | Non-Final OA | — | Pending | Sep 22, 2023 |
| 18371624 | ORCHESTRATED VISUAL GUIDANCE SYSTEM AND METHOD | DELICH, STEPHANIE ZAGARELLA | 3623 | §103 | Non-Final OA | 82d | Pending | Sep 22, 2023 |
| 18470555 | Machine Learning Model for Accounts Receivable Reliability Predictions | GREGG, MARY M | 3695 | §101 | Final Rejection | — | Pending | Sep 20, 2023 |
| 18370101 | FREQUENCY-DOMAIN SIGNAL CLUSTERING | HOQUE, NAFIZ E | 2146 | §102 | Non-Final OA | — | Pending | Sep 19, 2023 |
| 18470196 | Cross-Cluster Transaction Risk Assessment | CHISM, STEVEN R | 3692 | §112 | Final Rejection | 75d | Pending | Sep 19, 2023 |
| 18368877 | ENDPOINTS FOR VIRTUAL PRIVATE LABEL CLOUDS | OSMAN, RAMY M | 2457 | §103 | Non-Final OA | — | Pending | Sep 15, 2023 |
| 18368870 | RESOURCE ALLOCATION FOR VIRTUAL PRIVATE LABEL CLOUDS | YU, XIANG | 2455 | §102 | Final Rejection | 2d overdue | Pending | Sep 15, 2023 |
| 18368881 | VIRTUAL PRIVATE LABEL CLOUDS | MILLS, PAUL V | 2196 | §103 | Final Rejection | — | Pending | Sep 15, 2023 |
| 18468047 | RESOURCE USAGE MONITORING, BILLING AND ENFORCEMENT FOR VIRTUAL PRIVATE LABEL CLOUDS | KANAAN, TONY P | 3696 | §101 | Non-Final OA | — | 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 |
| 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 |
| 18468044 | CLOUD INFRASTRUCTURE-BASED ONLINE PUBLISHING PLATFORMS FOR VIRTUAL PRIVATE LABEL CLOUDS | ASHRAF, WASEEM | 3621 | §103 | Final Rejection | — | Pending | Sep 15, 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 |
| 18461378 | Management Of Multiple Machine Learning Model Pipelines | LU, HWEI-MIN | 2142 | — | Non-Final OA | — | Pending | Sep 05, 2023 |
| 18238733 | SYSTEM AND METHOD FOR SOFTWARE DEVELOPMENT INCLUDING COLUMN-BASED PROCESS EDITOR | JEON, JAE UK | 2193 | §103 | Non-Final OA | 91d overdue | Pending | Aug 28, 2023 |
| 18237234 | PSEUDO-LABELLING BASED BOOTSTRAPPING FOR SEMI SUPERVISED LEARNING | HOUNTON, AWADAGBE GERARD | 2126 | §103 | Non-Final OA | — | Pending | Aug 23, 2023 |
| 18233975 | Machine Learning Model Generation for Time Dependent Data | LEVEL, BARBARA HENRY | 2142 | — | Non-Final OA | — | Pending | Aug 15, 2023 |
| 18450179 | Automatic Unit Test Generation Based On Execution Traces | WHEATON, BRADFORD F | 2193 | §103 | Final Rejection | — | Pending | Aug 15, 2023 |
| 18230005 | SYSTEMS AND METHODS FOR AUTOMATED DEPLOYMENT OF CLOUD ASSETS | AQUINO, WYNUEL S | 2199 | §103 | Final Rejection | — | Pending | Aug 03, 2023 |
| 18364327 | TECHNIQUES FOR TELEMETRY DATA COMPARISON FOR REGRESSION DETECTION | LYONS, ANDREW M | 2191 | §103 | Non-Final OA | 55d | Pending | Aug 02, 2023 |
| 18364342 | TECHNIQUES FOR TEST AUTOMATION GENERATION FROM TELEMETRY DATA | 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 |
| 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 |
| 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 |
| 18360695 | NETWORK ARCHITECTURE FOR DEDICATED REGION CLOUD AT CUSTOMER | REYES, CHRISTOPHER ANTHONY | 2475 | §103 | Final Rejection | 19d overdue | Pending | Jul 27, 2023 |
| 18359930 | Qualification-Based Task Management | STEWART, CRYSTOL | 3624 | §101 | Final Rejection | — | Pending | Jul 27, 2023 |
| 18223824 | DATABASE-NATIVE AUTOMATIC COMPENSATION FOR SAGAS | MIAN, MUHAMMAD U | 2163 | §103 | Final Rejection | — | Pending | Jul 19, 2023 |
| 18222392 | AI RECOMMENDATION ARCHITECTURE FOR MEDICAL PRESCRIPTIONS | AKOGYERAM II, NICHOLAS A | 3686 | §103 | Final Rejection | — | Pending | Jul 14, 2023 |
| 18351861 | CLOUD NETWORK SERVICE MANAGEMENT | TODD, GREGORY G | 2443 | §103 | Final Rejection | — | Pending | Jul 13, 2023 |
| 18219763 | ENCODING LOG-SPECIFIC NUMERICAL LEXICAL TOKENS WITH SUBSTITUTE NUMERIC LEXICAL TOKENS | LERNER, MARTIN | 2658 | §103 | Non-Final OA | — | Pending | Jul 10, 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 |
| 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 |
| 18327264 | Visualizing and Filtering Graph Data | LE, JOHNNY TRAN | 2614 | §103 | Non-Final OA | 56d | Pending | Jun 01, 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 |
| 18197224 | OBJECTIVE FUNCTION OPTIMIZATION IN TARGET BASED HYPERPARAMETER TUNING | HUANG, YAO D | 2124 | §103 | Final Rejection | 28d overdue | Pending | May 15, 2023 |
| 18143776 | GENERAL PURPOSE SQL REPRESENTATION MODEL | HARPER, ELIYAH STONE | 2166 | §103 | Non-Final OA | — | Pending | May 05, 2023 |
| 18141305 | SERVERLESS DATA-REPRESENTATION-AS-A-SERVICE (DRAAS) TO ENABLE BUILDING GENERAL MULTI-MODAL INPUT DATA ML FLOWS | SOMERS, MARC S | 2159 | §103 | Final Rejection | 36d overdue | Pending | Apr 28, 2023 |
| 18133047 | AUTOMATIC SIGNAL CLUSTERING WITH AMBIENT SIGNALS FOR ML ANOMALY DETECTION | HADDAD, MAJD MAHER | 2125 | §103 | Final Rejection | — | 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 |
| 18295430 | INVALIDATING CACHED FLOW INFORMATION IN A CLOUD INFRASTRUCTURE | MAHMUD, GOLAM | 2458 | DP | Non-Final OA | 111d overdue | Pending | Apr 04, 2023 |
| 18295018 | CONTINUOUS HYPER-PARAMETER TUNING WITH AUTOMATIC DOMAIN WEIGHT ADJUSTMENT BASED ON PERIODIC PERFORMANCE CHECKPOINTS | CORRIELUS, JEAN M | 2159 | §103 | Final Rejection | — | Pending | Apr 03, 2023 |
| 18122678 | TECHNIQUES FOR A CABLE TERMINATION PROTECTION APPARATUS IN A PREFAB FACTORY | DANG, HUNG Q | 2841 | §103 | Non-Final OA | — | Pending | Mar 16, 2023 |
| 18122676 | STATIC NETWORK FABRIC AT A PREFAB FACTORY | SEYMOUR, JAMES PAUL | 2419 | §103 | Non-Final OA | — | Pending | Mar 16, 2023 |
| 18176374 | Providing Fairness in Fine-Tuning of Pre-Trained Language Models | KOWALIK, SKIELER ALEXANDER | 2142 | §103 | Non-Final OA | — | Pending | Feb 28, 2023 |
| 18169661 | TIME SERIES ANALYSIS FOR FORECASTING COMPUTATIONAL WORKLOADS | PHAKOUSONH, DARAVANH | 2121 | §101 | Final Rejection | — | Pending | Feb 15, 2023 |
| 18109208 | MANAGING AN ENCRYPTED CONNECTION WITH A CLOUD SERVICE PROVIDER | LEE, MICHAEL M | 2436 | §103 | Final Rejection | 42d overdue | Pending | Feb 13, 2023 |
| 18166081 | MACHINE-LEARNING-GUIDED ISSUE RESOLUTION IN DATA OBJECTS | ABOU EL SEOUD, MOHAMED | 2148 | §101 | Final Rejection | — | Pending | Feb 08, 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 | JOHNSON, AMY COHEN | 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 |
| 18104506 | CIRCULAR-BUFFER FOR GENERATING MACHINE LEARNING ESTIMATES OF STREAMING OBSERVATIONS IN REAL TIME | KHAN, SHAHID K | 2146 | §103 | Final Rejection | — | Pending | Feb 01, 2023 |
| 18096007 | METHODS, SYSTEMS, AND COMPUTER READABLE MEDIA FOR ROUTING MESSAGES BETWEEN PUBLIC LAND MOBILE NETWORKS | GELAGAY, SHEWAYE | 2436 | §103 | Final Rejection | — | Pending | Jan 11, 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 |
| 18066939 | Differentially Private Synthetic Data | MAI, KEVIN S | 2499 | §103 | Non-Final OA | — | Pending | Dec 15, 2022 |
| 18065434 | DATA MANUFACTURING FRAMEWORKS FOR SYNTHESIZING SYNTHETIC TRAINING DATA TO FACILITATE TRAINING A NATURAL LANGUAGE TO LOGICAL FORM MODEL | LEE, MICHAEL CHRISTOPHER | 2128 | §101 | Final Rejection | — | Pending | Dec 13, 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 |
| 18050392 | PUBLISHING PHYSICAL TOPOLOGY NETWORK LOCALITY INFORMATION FOR GRAPHICAL PROCESSING UNIT WORKLOADS | KAMRAN, MEHRAN | 2196 | §103 | Non-Final OA | 112d overdue | Pending | Oct 27, 2022 |
| 17957146 | SINGLE LOGOUT | COLIN, CARL G | 2493 | §103 | Final Rejection | — | Pending | Sep 30, 2022 |
| 17955200 | PROVIDING A ROUTER CONFIGURATION FOR CREATING AND DESTROYING PARTS OF AN APPLICATION BASED ON URL PATTERNS | WONG, WILLIAM | 2144 | DP | Final Rejection | — | Pending | Sep 28, 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 | Non-Final OA | 27d | Pending | Sep 09, 2022 |
| 17899825 | SYSTEMS AND METHODS FOR INTELLIGENTLY PROVIDING SUPPORTING INFORMATION USING MACHINE-LEARNING | KOESTER, MICHAEL RICHARD | 3624 | §103 | Final Rejection | — | Pending | Aug 31, 2022 |
| 17897066 | AUTOMATIC LANGUAGE IDENTIFICATION IN IMAGE-BASED DOCUMENTS | CADEAU, WEDNEL | 2632 | §103 | Final Rejection | — | Pending | Aug 26, 2022 |
| 17881737 | ASSIGNING SUPPLY TO DEMAND FROM MULTIPLE SOURCES | BOLEN, NICHOLAS D | 3624 | §103 | Final Rejection | — | Pending | Aug 05, 2022 |
| 17877139 | Cloud Based Early Warning Drift Detection | STARKS, WILBERT L | 2122 | §102 | Non-Final OA | — | Pending | Jul 29, 2022 |
| 17861634 | AUTOMATIC DETECTION OF SEASONAL PATTERN INSTANCES AND CORRESPONDING PARAMETERS IN MULTI-SEASONAL TIME SERIES | ALLEN, NICHOLAS E | 2154 | §101 | Final Rejection | — | Pending | Jul 11, 2022 |
| 17854487 | MULTI-STEP FORECASTING VIA TEMPORAL AGGREGATION | CHEN, KUANG FU | 2143 | §101 | Final Rejection | 9d overdue | Pending | Jun 30, 2022 |
| 17810051 | FRAMEWORK FOR AUTOMATED OPERATOR ACCESS TO INFRASTRUCTURE IN A CLOUD SERVICE | LANIER, BENJAMIN E | 2437 | §103 | Non-Final OA | — | Pending | Jun 30, 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 | Non-Final OA | 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 |
| 17830262 | TECHNIQUES FOR BOOTSTRAPPING ACROSS SECURE AIR GAPS WITH PROXYING SIDECAR | POPHAM, JEFFREY D | 2432 | §103 | Non-Final OA | 12d | Pending | Jun 01, 2022 |
| 17749388 | MACHINE LEARNING MODEL AND NEURAL NETWORK TO PREDICT OBJECT CHARACTERISTICS FROM DIGITAL IMAGE SIMILARITIES | RUSH, ERIC | 2677 | §103 | Non-Final OA | 88d overdue | Pending | May 20, 2022 |
| 17744167 | NOVEL AUTONOMOUS ARTIFICIALLY INTELLIGENT SYSTEM TO PREDICT PIPE LEAKS | PHAM, JESSICA THUY | 2121 | §101 | Non-Final OA | — | Pending | May 13, 2022 |
| 17742472 | INTERCLOUD SERVICE GATEWAY | DILUZIO, NICHOLAS JOSEPH | 2498 | §103 | Final Rejection | 33d | Pending | May 12, 2022 |
| 17735143 | MINIMIZING UNMET DEMANDS DUE TO SHORT SUPPLY | EL-BATHY, MOHAMED N | 3624 | §101 | Final Rejection | 177d overdue | Pending | May 03, 2022 |
| 17703862 | MEMORY USAGE DETERMINATION TECHNIQUES | CALLE, ANGEL JAVIER | 2189 | §103 | Final Rejection | — | Pending | Mar 24, 2022 |
| 17696685 | GRAPH RECOMMENDATIONS FOR OPTIMAL MODEL CONFIGURATIONS | RAHMAN, IBRAHIM | 2122 | §103 | Non-Final OA | — | Pending | Mar 16, 2022 |
| 17687979 | REINFORCEMENT LEARNING AGENT TO EVALUATE MONITORING SYSTEM STRENGTH | BARRETT, RYAN S | 2148 | Other | Non-Final OA | 34d | Pending | Mar 07, 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 |
| 17543406 | SYSTEM AND METHOD FOR DETERMINATION OF SMART MEASURES FOR USE WITH A DATA ANALYTICS ENVIRONMENT | MULLINAX, CLINT LEE | 2123 | §103 | Non-Final OA | — | Pending | Dec 06, 2021 |
| 17455536 | RECOMMENDATION GENERATION USING MACHINE LEARNING DATA VALIDATION | KABIR, SAAD M | 2119 | §102 | Final Rejection | — | Pending | Nov 18, 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 |
| 17513760 | AUTOMATED DATASET DRIFT DETECTION | AGRAWAL, SHISHIR | 2123 | §103 | Non-Final OA | — | Pending | Oct 28, 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 | Non-Final OA | 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 |
| 17394300 | LOCATION-INDEPENDENT PROGRAMMING DATA PLANE FOR PACKET PROCESSING | TODD, GREGORY G | 2443 | §103 | Non-Final OA | — | Pending | Aug 04, 2021 |
| 17375292 | Event Recommendation System | EL-BATHY, MOHAMED N | 3624 | §101 | Final Rejection | 34d | Pending | Jul 14, 2021 |
| 17303427 | IMPUTATION-BASED SAMPLING RATE ADJUSTMENT OF PARALLEL DATA STREAMS | QUIGLEY, KYLE ROBERT | 2857 | §103 | Final Rejection | — | Pending | May 28, 2021 |
| 17319729 | LOCAL PERMUTATION IMPORTANCE: A STABLE, LINEAR-TIME LOCAL MACHINE LEARNING FEATURE ATTRIBUTOR | JONES, CHARLES JEFFREY | 2122 | §103 | Final Rejection | — | Pending | May 13, 2021 |
| 17232671 | DATASET-FREE, APPROXIMATE MARGINAL PERTURBATION-BASED FEATURE ATTRIBUTIONS | SHALU, ZELALEM W | 2145 | §103 | Final Rejection | 8d | Pending | Apr 16, 2021 |
| 17216498 | METHOD AND SYSTEM FOR TARGET BASED HYPER-PARAMETER TUNING | SMITH, KEVIN LEE | 2122 | §101 | Non-Final OA | — | Pending | Mar 29, 2021 |
| 17073525 | Cognitive Error Recommendation Based on Log Data | TRIEU, EM N | 2128 | §101 | Final Rejection | 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 |
| 17028166 | DATA DRIVEN METHODS AND SYSTEMS FOR WHAT IF ANALYSIS | SHALU, ZELALEM W | 2145 | §103 | Final Rejection | — | Pending | Sep 22, 2020 |
| 16837856 | Efficient Condition Variables via Delegated Condition Evaluation | LIN, HSING CHUN | 2195 | §103 | Final Rejection | — | Pending | Apr 01, 2020 |
| 16781955 | Bayesian Test of Demographic Parity for Learning to Rank | LO, ANN J | 2100 | §101 | Final Rejection | — | Pending | Feb 04, 2020 |
| 16731704 | MACHINE LEARNING-BASED CHANGE CONTROL SYSTEMS | NGUYEN, NGA B | 3625 | §101 | Non-Final OA | 4d overdue | Pending | Dec 31, 2019 |
| 16657349 | EFFICIENT WRITE OPERATIONS FOR DATABASE MANAGEMENT SYSTEMS | KIM, TAELOR | 2859 | §103 | Non-Final OA | — | Pending | Oct 18, 2019 |
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