The Who, What, and Why of Data Lake Table Formats
48 min

The Who, What, and Why of Data Lake Table Formats

MLOps World - MLOps World & Generative AI World 2024
Alex Merced
data-lakehouse table-formats apache-hudi delta-lake data-partitioning z-order-sorting schema-evolution data-lake apache-iceberg data-management data-engineering metadata
Evaluating LLMs and RAG Pipelines at Scale
36 min

Evaluating LLMs and RAG Pipelines at Scale

MLOps World - MLOps World & Generative AI World 2024
Eric Korman
valor llm rag mlops llm-ops pipelines language-models natural-language-processing data-management model-training model-deployment
Fast Data Loading for Deep Learning Workloads with LakeFS Mount
30 min

Fast Data Loading for Deep Learning Workloads with LakeFS Mount

MLOps World - MLOps World & Generative AI World 2024
Amit Kesarwani
data-versioning lakefs data-loading git-like data-consistency data-lake deep-learning mlops data-management object-storage data-pipelines tensorflow
Revolutionizing Cloud Storage: From Petabytes to Intelligence
17 min

Revolutionizing Cloud Storage: From Petabytes to Intelligence

MLOps World - MLOps World & Generative AI World 2024
Vinit Dhatrak
cloud-storage data-growth cloud-platforms azure ai machine-learning data-management distributed-systems microservices rest-apis scalability cost-efficiency
Kubernetes Data Protection WG Deep Dive
30 min

Kubernetes Data Protection WG Deep Dive

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Xiangqian Yu
kubernetes data-protection storage volume-snapshot csi stateful-workloads cloud-native data-management application-backup
Cloud Native Storage: The CNCF Storage TAG, Projects, Technology & Landscape
38 min

Cloud Native Storage: The CNCF Storage TAG, Projects, Technology & Landscape

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Alex Chircop Raffaele Spazzoli
cloud-native storage cncf kubernetes csi data-management disaster-recovery performance scalability operators
Tutorial: What Went Wrong with My Persistent Data?
1h 31m

Tutorial: What Went Wrong with My Persistent Data?

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Le Tran Michael Cade
kubernetes persistent-volumes storage statefulsets stateful-applications storage-classes csi troubleshooting data-management volumes
Longhorn: Intro, Deep Dive and Q+A
42 min

Longhorn: Intro, Deep Dive and Q+A

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
David Ko
longhorn kubernetes storage cloud-native distributed-storage block-storage csi spdk data-management container-storage
Understand Systems with OpenTelemetry: A Hybrid Telemetry Data Backend
16 min

Understand Systems with OpenTelemetry: A Hybrid Telemetry Data Backend

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ran Xu Xiaochun Yang
opentelemetry observability telemetry backend-storage cloud-native distributed-systems data-management performance-optimization huawei-cloud