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| Art Unit: | 2151 — Electrical computers: arithmetic processing and calculating |
|---|---|
| Group: | 2100 Search — Search and Classification |
| Classes: |
718 — Electrical computers and digital processing systems: virtual machine task or process management or task management/control 717 — Data processing: software development, installation, and management 714 — Error detection/correction and fault detection/recovery 375 — Pulse or digital communications 703 — Data processing: structural design, modeling, simulation, and emulation |
| Phone: | (571) 270-1745 |
| Email: | bing.zhao@uspto.gov |
| Location: | VA 22314 |
| Title: | Pat Examnr |
| Service: | 15 years |
| Grade: | GS-14 |
| 3-Year Grant rate: | 90% over 204 cases |
|---|---|
| Difficulty: | Very Easy |
| Difficulty Percentile: | 17th
|
With Examiner Zhao, you have a 90% chance of getting an issued patent by 3 years after the first office action. Examiner Zhao is a very easy examiner and in the 17th percentile across all examiners (with 100th percentile most difficult).
Below is the grant rate timeline for Examiner Zhao, where the timeline is relative to the date of the first office action. The three-year grant rate is the percentage of applications granted at three years after the first office action.
Examiner Zhao's grant rate is higher than that of Art Unit 2151 and higher than that of the USPTO.
| Average Office Actions Per Grant | |
|---|---|
| Examiner Zhao | 1.2 |
| Art Unit 2151 | 1.4 |
Examiner Zhao has granted 105 of 122 cases without any applicant-requested interviews for a grant rate of 86%.
Examiner Zhao has granted 79 of 82 cases with at least one applicant-requested interview for a grant rate of 96%.
With Examiner Zhao, conducting an interview increases your chance of getting a patent granted by 12%.
| Number | Title | OA Rejections | Status | IFW |
|---|---|---|---|---|
| 18173752 | Dynamic Script Generation And Execution In Containers | Rejection information available with a Premium Stats subscription. See our pricing. | Patented | View |
| 18301525 | Sustainability Modes In Software Engineering | Patented | View | |
| 17853488 | Compiling Tensor Operators For Neural Network Models Based On Tensor Tile Configurations | Patented | View | |
| 18104947 | Systems And Methods For Offloading Computation To A Storage Device | Patented | View | |
| 17570709 | System And Method For Subscription Management By Instantiating And/or Retiring Composed Systems Of A Managed System | Patented | View | |
| 18042288 | Ai Autoscaling Containers In A Cloud-Native Core Network With Containerised Network Functions | Patented | View | |
| 18182148 | Method And Apparatus For Configuring Cluster For Machine Learning Service Based On Minimizing Power Consumption Of Gpu Servers | Patented | View | |
| 17958270 | Phased Server Reservation With A Server Level Allocation And An Allotment Level Allocation | Patented | View | |
| 18126350 | Training A Machine Learning Model Using An Acceleration Pipeline With Popular And Non-Popular Micro-Batches | Patented | View | |
| 18172485 | Flexible System Design Pattern For Distributed System | Patented | View | |
| 17957646 | Systems And Methods For Performing Data Processing Operations Using Variable Level Parallelism With Pruned Propagation | Patented | View | |
| 17672658 | Infrastructure As Code (Iac) Service For Cloud Platforms | Patented | View | |
| 18082261 | Smart Web Cluster Routing | Patented | View | |
| 17457080 | High Throughput Machine Learning Model Runtime Using Cpu Affinity And Process Niceness Control | Patented | View | |
| 17801653 | Virtual Machine Connection Control Device, Virtual Machine Connection Control System, Virtual Machine Connection Control Method, And Program | Abandoned | View | |
| 18163266 | User Interface For Critical Path Resources | Patented | View | |
| 17697330 | Information Processing Apparatus And Information Processing Method | Abandoned | View | |
| 17570423 | Machine Learning Based Predictions Of Upgrade Testing Outcomes For Information Technology Environments | Patented | View | |
| 17450131 | Resource And Operation Conflict Identification On A Cloud Platform | Patented | View | |
| 17561888 | Method For Allocating Computing Resources And Electronic Device Using The Same | Abandoned | View | |
| 18150453 | Data Processing Path Data Transformation System | Patented | View | |
| 17716087 | Loading Management Hypervisors From A System Control Processor | Patented | View | |
| 17580488 | Deploying Virtual Machines In A Software-Defined Data Center | Patented | View | |
| 18095381 | Methods, Terminals And Network Devices For Computing Task Allocation And Updating | Patented | View | |
| 17720474 | Configuring Storage Resources Based On Service Levels | Patented | View | |
| 17937241 | Job Acceleration For Workload Management | Patented | View | |
| 18012701 | Resource Scheduling Based On Optimal Path Of A Resource Label Forest | Patented | View | |
| 18046050 | Managing Computing Workloads Within A Computing Environment | Patented | View | |
| 17455867 | Dynamically Adjusting Performance Tuning Parameters In A Network System | Patented | View | |
| 17627925 | In-Vehicle Device, Vehicle Management System, Resource Management Method, And Resource Management Program For Allocation Of Computing Resources Based On A Usage State | Patented | View | |
| 17716083 | Loading Management Hypervisors From User Space | Patented | View | |
| 17549077 | Managing Lifecycle Of Agents Of Cloud Services According To Desired State | Abandoned | View | |
| 16740794 | Thread Scheduling Using Processing Engine Information | Abandoned | View | |
| 17538617 | Method And Apparatus For Scheduling Task Processing Entity Based On Entity Status Information Tables | Abandoned | View | |
| 16228711 | Distributed Real-Time Computing Framework Using In-Storage Processing With Task Assignment | Patented | View | |
| 17132508 | Methods, Systems, Apparatus, And Articles Of Manufacture To Extend The Life Of Embedded Processors | Patented | View | |
| 17365537 | Method And Apparatus For Downloading Application While Displaying Application Interface Thereof, Computer Device, And Storage Medium | Patented | View | |
| 17666580 | Update Of Virtual Machines Using Clones | Patented | View | |
| 17678239 | Automatic Shutdown Of Idle Virtual Machines | Patented | View | |
| 17484574 | Method And System For Performing State Management Services For Composed Information Handling Systems | Patented | View | |
| 18673214 | Method And System For Allocating On-Chip Memory Of Neural Processing Unit | Patented | View | |
| 17733284 | Memory-Aware Request Placement For Virtual Gpu Enabled Systems | Patented | View | |
| 17727380 | Systems And Methods For Autoscaling Instance Groups Of Computing Platforms | Patented | View | |
| 17770669 | Method For Controlling Memory Resources In An Electronic Device, Device For Controlling Memory Resources, Electronic Device And Computer Program | Patented | View | |
| 16908533 | Predeliverying Container Image Layers For Future Execution Of Container Images | Patented | View | |
| 18074440 | Annotation Override Determination For A Neural Network | Patented | View | |
| 18534197 | Task Orchestration System In A Trustless Computing Environment | Patented | View | |
| 17443918 | Managing Workload Execution Across Multiple Differing Information Handling Systems Utilizing Thermal Profiles | Patented | View | |
| 16923856 | Performance Monitoring And Resource Management | Abandoned | View | |
| 17002824 | Concurrent Marking Garbage Collection With Finger Pointer | Patented | View |
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