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 1):
A system for adaptive resource management, the system comprising a resource manager (RM) and at least one RM Agent, wherein:\n the resource manager (RM) is configured to:\n receive at least one resource request from at least one application, wherein the application comprises an application name and a tag, and the resource request comprises a resource requirement of an application task for execution; \n provide 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 return to a hard limit for the application task configured by at least one user; and \n allocate at least one resource from the RM Agent identified for execution of the application task; and \n the RM Agent is configured to:\n execute the application task based at least on the soft limit or the hard limit; \n monitor the application task during execution; and \n store a resource usage statistics of the resource of the application task against the 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): 0.3786556784727358
- 35 USC 102 Novelty (BERT): 0.511716834869473
- Combined Prediction Score: 0.3919617941124095
- Mean Citation Score: 159.97401000000005
- Max Citation Score: 167.08487
- Similarity Product: 114.16552939612744

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