Sai KR Pentaparthi

Conf42 Speaker profile

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Conf42: Machine Learning 2025

Edge-Ready GenAI: Engineering Low-Latency Solutions for Resource-Constrained Environments

Unlock the secrets to deploying powerful generative AI on edge devices with minimal resources. Learn practical compression techniques that dramatically reduce latency while maintaining performance. Transform your edge devices into AI powerhouses—no cloud required.

Sai KR Pentaparthi

ST Engineering iDirect, Inc.

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Conf42: Site Reliability Engineering (SRE) 2025

Network X-Ray Vision: Harnessing eBPF for Cloud-Native Observability Superpowers

As Kubernetes clusters proliferate across enterprises, the invisible mesh of network communications has become a critical blind spot for operations teams. This presentation unveils how extended Berkeley Packet Filter (eBPF) technology fundamentally transforms network observability in cloud-native environments. Unlike conventional monitoring approaches that sample or aggregate data, eBPF...

Sai KR Pentaparthi

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