PATENT CLAIM ANALYSIS

Application Number: 16266941
Application Type: Utility
Filing Date: 2019-02
Publication Date: 2019-06
Patent Classification: ["726", "023000"]

Abstract:
A user state tracking and anomaly detector for multi-tenant SaaS applications operates in association with a log management solution, such as a SIEM. A given SaaS application has many user STATES, and the applications often have dependencies on one another that arise, for example, when a particular application makes a request (typically on behalf of a user) to take some action with respect to another application. The detector includes a mapper that maps the large number of user STATES to a reduced number of mapped states (e.g., “red” and “green”), and a dependency module that generates user-resource dependency graphs. Using a dependency graph, a SaaS modeler in the detector checks whether a particular dependency-based request associated with a SaaS application is valid. State and dependency information generated by the mapper and dependency module are reported back to the log management solution to facilitate improved logging and anomaly detection.

Claim (Index 15):
A computer program product in a non-transitory computer readable medium for use in a data processing system, the computer program product holding computer program instructions executed by the data processing system to improve a log management system in a Software-As-A-Service (SaaS) environment having a plurality of cloud applications, the log management system normally configured to consolidate log source event data to detect anomalies, the computer program instructions comprising program code operative to:\n obtain, from each of a set of cloud applications, user state data with respect to one or more resources as users interact with the cloud application, wherein given cloud applications in the set have operating dependencies on one another based at least in part on a user state; for a given cloud application in the set, map the user state data to a reduced set of states, the reduced set of states including at least a first state indicating an acceptable functioning state with respect to a user and resource at the given cloud application, and a second state indicating a malfunctioning state with respect to the user and resource at the given cloud application; provide the reduced set of states to the log management system to facilitate a logging operation.

Metadata:
- Claim Count in Document: 53.0
- Percentile: 99.0
- Lexical Diversity: 1.82609
- Patent Class: 726.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: False
- Related Applications: ['14954676', '14947524', '13903343', '14555739', '14638230']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.2292015090064856
- 35 USC 102 Novelty (BERT): 0.5414406216023762
- Combined Prediction Score: 0.2604254202660747
- Mean Citation Score: 214.71857000000003
- Max Citation Score: 376.88553
- Similarity Product: 365.687386765169

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

Dataset: test