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Latency Issues in Azure Form Recognizer API Deployment #137

Open varma59 opened 1 year ago

varma59 commented 1 year ago

Describe the bug

The bug is related to network congestion and latency issues in an Azure Form Recognizer API deployment. Due to heavy traffic, there is a delay in receiving a reply, causing a high rate of reframe. The delay and reframe are disrupting the live research application. Even after changing the deployment location from North America to India, the issue persists, due to the time gap between when the message is sent and when a reply is received is more for a Continuously working live application on Raspberry Pi.

To Reproduce

Steps to reproduce the behavior:

  1. Go to 'Azure form Recognizer'
  2. Create an API
  3. Send high quality live image
  4. i take time to get reply

Expected behavior

The Azure Form Recognizer API should be able to receive image inputs from the Raspberry Pi and process them in a timely manner, without causing any network congestion or latency issues. The API should be able to quickly provide accurate results without causing any disruptions to the live research application.

Screenshots

Additional context

During the bug bash, it is important to note that due to the proprietary nature of the project, additional context and results from the Azure Form Recognizer API deployment may not be shared. However, the issue that was encountered involved network congestion and latency issues, which were causing a delay in receiving replies and a high rate of reframe. The issue persisted even after changing the deployment location from North America to India. The bug is disrupting the live research application, and a resolution is needed to ensure that the API can quickly and accurately process image inputs without causing any disruptions.

🎓 Add a tag to this issue for your current education role: student, Student Ambassador or educator.

student, Student Ambassador

BethanyJep commented 1 year ago

Great feedback, will look into this.