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Resource Monitoring

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This is a design for resource monitor

This is a design for resource monitor

Published in: Technology, Design

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Transcript

  • 1. Resource Monitoring Preetham M S RVCE, Bangalore.
  • 2. Agenda • What is Resource Monitoring • How it Works • Measures to be Taken • Resource Monitoring Architecture • Goal
  • 3. What is Resource Monitoring??!! • There might be many resources in the system Such as CPU, Memory, Network Bandwidth and Disk. A monitor which monitors all these is called Resource Monitoring.
  • 4. How it Works • It may be a typical Client Server Model. • There may be Many resources, Clients and Monitors. • A Protocol is defined between the Server and Client • When ever Client wants any resources it sends a request to resource monitors to get the Status of the resources.
  • 5. Measures to be taken • There should be an authentication to the Requesting Clients • Monitors should be run on demand basis • If there is no request for a particular resource for some ‘X’ period of time, The monitor for that particular type of resource should be stopped.
  • 6. Measures to be taken- Continued • Resources monitors should be light and should not occupy much CPU and Memory • Resource monitors should be able to be upgraded at any time. The client ability to get the status of the resource should not be disturbed • It should also perform prediction based on the available information and Client request
  • 7. Resource Monitor Architecture • Monitor There are Two types of Monitor. Network Monitor and Host Monitor • Resource DB • Predictor Apply time-series models to the data collected in the Resource DB to predict the next value in the series. Predictor have two parts: Network Predictor and Host Predictor. • Data Analyzer and Presentation Data Analyzer analyze the collected information from Resource DB periodically/real time and store the results back to the Resource DB. User can view the monitoring and forecasting information by Web presentation tool
  • 8. Resource Monitoring steps • NetworkMonitor monitors network periodically/real time; HostMonitor monitors server periodically/real time. • NetworkMonitor and HostMonitor store observed information into Resource DB. • Client invokes task and talks to scheduler to inquire suitable resources. • Scheduler queries available servers/resources from Resource DB and gets feedback information. • Scheduler queries prediction from Predictor. • Predictor performs prediction by querying information from Resource DB. • Predictor gives prediction result to scheduler. • Scheduler performs scheduling and returns scheduling information to Client. • Client sends task to Server through Network. • Server execute task and returns result to Client through Network.
  • 9. Goal • The goal of the Resource Monitor is to provide accurate measurements of the performance of specific resources and effective statistical forecasting based on time-series analysis. It will be a robust distributed system that can perform active and passive monitoring function as well as prediction.
  • 10. Thank You