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 9):
The system as claimed in  claim 1 , wherein the resource usage statistics comprises at least one of the application name, an application identification, application task type, the tag, or a resource provided type.

Metadata:
- Claim Count in Document: 14.0
- Percentile: 99.0
- Lexical Diversity: 1.66292
- Patent Class: 718.0
- Transitional Phrase Type: none
- Component Type: 0
- Foreign Priority: True
- Related Applications: ['15208510', '14145308', '11018889', '11018735', '12850288']

Analysis Scores:
- 35 USC 101 Eligibility (BERT): 0.4048612973194326
- 35 USC 102 Novelty (BERT): 0.5224441993703477
- Combined Prediction Score: 0.4166195875245241
- Mean Citation Score: 159.97401000000005
- Max Citation Score: 167.08487
- Similarity Product: 105.30110249398648

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