~/talks

Abhinav Sharma

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titleconferencedate
The Death of the YAML-Engineer: Engineering "Invisible" Platf...KubeCon + CloudNativeCon India 20262026-06-18
Claims a 30% developer time loss to the “YAML Tax” and shows a concrete stack: Score for a single workload‑centric spec and Crossplane for provisioning via…
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Efficient and Consistent Time to Live TTL Implementation in MyRocks at MetaPercona Live 2026 Bay Area2026-05-27
MyRocks adds native TTL with read filtering for immediate invisibility and a compaction filter for physical reclaim, prepending an 8‑byte TTL timestamp to…
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Backend-First IDP: A Production Roadmap With Argo CD, Crossplane, an...Platform Engineering Day Europe 20262026-03-23
Claims a backend-first IDP that uses Argo CD + Crossplane + OPA as the authoritative core, validated on a multi-tenant environment with 100+ services; demo…
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Securing AI Pipelines: Real-World Attacks on Kubernetes-Based AI InfrastructureAI_dev Europe 20252025-08-28
Deploys Stable Diffusion from Hugging Face onto AKS using Kubeflow pipelines built from Jupyter notebooks (kfp, diffusers, transformers, torch), stores models…
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Breaking RAG Systems: Exploiting Vulnerabilities & Hardening Your GenAI Applicatio...AI_dev Europe 20252025-08-28
A working RAG prototype uses OpenAI embeddings, GPT‑3.5‑turbo, Chroma vector store, LangChain QA chains and a Streamlit UI and is successfully broken via…
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Safe Deployment: Exploring MethodologiesReliability @Scale 20242024-10-09
Meta describes a Safe Deployment program that moves from unit and integration tests to a canary phase that can qualify changes by the next day, then does slow…
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Baleen: ML Admission & Prefetching for Flash Caches22nd USENIX Conference on File and Storage Technologies (FAST '24)2024-02-27
Baleen uses coordinated ML admission and prefetching, training on an episodes model that groups accesses from admission to eviction and optimizes an end-to-end…
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Facebook's Tectonic Filesystem: Efficiency from ExascaleFAST '212021-02-23
Claims a single exabyte-scale single cluster replaces many special-purpose systems, storing trillions of objects and consolidating an entire data center…
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