PATENT CLAIM ANALYSIS

Application Number: 15976689
Application Type: Utility
Filing Date: 2018-05
Publication Date: 2018-11
Patent Classification: ["370", "252000"]

Abstract:
This disclosure describes techniques for optimizing operational performance of femtocell devices deployed within a telecommunications network. More particularly, a femtocell Optimization (FCO) system is described that detects service issues that affect femtocell device(s). In some instances, the FCO system may automatically deploy a service resolution for known service issues or alerts network representatives for unresolved service issues. Moreover, the FCO system may be further configured to optimize resource utilization of a femtocell device network by preemptively correcting femtocell provisioning issues, based on patterns of historic service issues. The FCO system may further optimize resource usage of femtocell devices by selectively intercepting and terminating connectivity requests (i.e. rejecting issuance of Internet Protocol (IP) addresses) from client devices, or client device types, that have not historically overwhelmed femtocell network resources. The FCO system may further generate a femtocell analysis model to preemptively deploy service resolutions that protect against probable degradations in performance.

Claim (Index 2):
The computer-implemented method of  claim 1 , further comprising:\n identifying one or more femtocell devices that service the predetermined geographic area of the telecommunications network; retrieving, from the one or more femtocell devices, individual sets of femtocell service data that corresponds to individual ones of the one or more femtocell devices; analyzing the individual sets of femtocell service data using one or more trained machine learning algorithms to determine corresponding performance states of the one or more femtocell devices relative to the predetermined QoS threshold; and identifying the impacted femtocell device based at least in part on the performance state of the impacted femtocell device being less than the predetermined QoS threshold.

Metadata:
- Claim Count in Document: 37.0
- Percentile: 93.0
- Lexical Diversity: 1.81053
- Patent Class: 370.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['12845131', '15076229', '15212110', '12252202', '13969889']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.5158702883448518
- 35 USC 102 Novelty (BERT): 0.4653965976180593
- Combined Prediction Score: 0.5108229192721726
- Mean Citation Score: 144.269844
- Max Citation Score: 151.00444
- Similarity Product: 112.02465373399497

Labels:
- Claim Label 101: 1
- Claim Label 102: 0
- Claim Label 103: 1
- Claim Label 112: 1
- Combined Label: 0
- Label 101 Adjusted: 1

Dataset: test