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Muthukumar Paramasivam

Senior Software Engineer

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Optimizing Spend and Content Moderation on Azure OpenAI with Elastic
13 May 2025
AzureGenAILLM ObservabilityAzure OpenAI

Optimizing Spend and Content Moderation on Azure OpenAI with Elastic

We have added further capabilities to the Azure OpenAI GA package, which now offer content filter monitoring and enhancements to the billing insights!

Muthukumar Paramasivam

Bahubali Shetti

Daniela Tzvetkova

LLM Observability for Google Cloud’s Vertex AI platform - understand performance, cost and reliability
9 April 2025
GenAIGoogle CloudLLM Observability

LLM Observability for Google Cloud’s Vertex AI platform - understand performance, cost and reliability

Enhance LLM observability with Elastic's GCP Vertex AI Integration — gain actionable insights into model performance, resource efficiency, and operational reliability.

Ishleen Kaur

Muthukumar Paramasivam

Daniela Tzvetkova

LLM Observability with Elastic: Azure OpenAI Part 2
23 August 2024
AzureGenAILLM ObservabilityAzure OpenAI

LLM Observability with Elastic: Azure OpenAI Part 2

We have added further capabilities to the Azure OpenAI GA package, which now offer prompt and response monitoring, PTU deployment performance tracking, and billing insights!

Muthukumar Paramasivam

Lalit Satapathy

Elastic SQL inputs: A generic solution for database metrics observability
11 September 2023
Log AnalyticsLog Analytics

Elastic SQL inputs: A generic solution for database metrics observability

This blog dives into the functionality of generic SQL and provides various use cases for advanced users to ingest custom metrics to Elastic for database observability. We also introduce the fetch from all database new capability released in 8.10.

Lalit Satapathy

Ishleen Kaur

Muthukumar Paramasivam

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