PATENT CLAIM ANALYSIS

Application Number: 16245823
Application Type: Utility
Filing Date: 2019-01
Publication Date: 2019-05
Patent Classification: ["718", "104000"]

Abstract:
The present disclosure provides a framework for adaptive resource handling of applications being executed in distributed systems so as to ensure efficient resource utilization. The present disclosure provides a framework: to enable a client to participate in identifying application uniquely using tags such that resource adaptation is more effective, to collect and store resource statistics for an application task against various parameters, to monitor resources done based on historical statistics collected, to resource management is done based on historically identified resource usage limits, and if exact match for the records are not found then based on confidence score the limits are identified, and to enable each resource manager (RM) agent to receives the workers to be launched with both limits: given by the application (hard limit) and by the historical statistics (soft limit).

Claim (Index 18):
A method for adaptive resource management (RM), the method comprising:\n receiving at least one resource request from at least an application, wherein the application comprises an application name and a tag, and the resource request contains at least a resource requirement of an application task for execution; identifying at least one RM Agent for the execution of the application task; providing at least a soft limit for the application task based on at least a historical resource usage statistics pre-stored in a history data store or a hard limit for the application task configured by at least one user; allocating at least one resource from the RM Agent identified for execution of the application task; scheduling the application task based at least on the soft limit or the hard limit; monitoring a resource usage of the application task during for execution; and storing a resource usage statistics of the application task in the history data store against tag.

Metadata:
- Claim Count in Document: 14.0
- Percentile: 99.0
- Lexical Diversity: 1.66292
- Patent Class: 718.0
- Transitional Phrase Type: open
- Component Type: 1
- Foreign Priority: True
- Related Applications: ['15208510', '14145308', '11018889', '11018735', '12850288']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.379780229639277
- 35 USC 102 Novelty (BERT): 0.507174364321963
- Combined Prediction Score: 0.3925196431075455
- Mean Citation Score: 159.97401000000005
- Max Citation Score: 167.08487
- Similarity Product: 118.93686290447116

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