Hands-on Scalable Edge to Core ML Pipelines
1h 7m

Hands-on Scalable Edge to Core ML Pipelines

MLOps World - MLOps World & Generative AI World 2024
Debadyuti Roychowdhury Sehyo Chang
mlops machine-learning edge-computing ml-pipelines distributed-systems streaming-architecture rust webassembly data-validation model-deployment observability event-driven-architecture
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
Bring Elastic and Resilient Multi-Tenancy to TiKV
20 min

Bring Elastic and Resilient Multi-Tenancy to TiKV

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Ping Yu Shuning Chen
tikv multi-tenancy change-data-capture cdc rawkv mvcc distributed-systems databases database-architecture region-management tso-service microservices qos caching fault-tolerance failover
Enabling HPC & ML Workloads with the Latest Kubernetes Job Features
33 min

Enabling HPC & ML Workloads with the Latest Kubernetes Job Features

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Michał Woźniak Vanessa Sochat
kubernetes kubernetes-jobs hpc machine-learning ml batch-processing distributed-systems indexed-jobs pod-failure-policy flux-operator cncf
Distributed Event Sourcing with WasmCloud
31 min

Distributed Event Sourcing with WasmCloud

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Kevin Hoffman
webassembly wasmcloud event-sourcing distributed-systems cqrs actor-model cloud-native microservices capabilities cloud-events nats
What Can Go Wrong When You Trust Nobody? Threat Modeling Zero Trust
33 min

What Can Go Wrong When You Trust Nobody? Threat Modeling Zero Trust

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
James Callaghan Richard Featherstone
zero-trust threat-modeling cloud-native kubernetes istio service-mesh workload-identity authorization opa security distributed-systems
Scaling Databases at Activision
45 min

Scaling Databases at Activision

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Greg Smith Vladimir Kovacik
vitess kubernetes database-scaling mysql sharding cloud-native operator performance-tuning data-modeling scalability devops distributed-systems
Taming Tactical Cluster Federation at the Edge
36 min

Taming Tactical Cluster Federation at the Edge

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Anna Kosek Stefan van Gastel
kubernetes cluster-federation edge-computing liqo olsr chaos-mesh cloud-native networking scheduling distributed-systems devops telco
Scheduling Framework: Batch Extensions with Apache YuniKorn
40 min

Scheduling Framework: Batch Extensions with Apache YuniKorn

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Wilfred Spiegelenburg Peter Bacsko
kubernetes apache-yunikorn scheduling batch-processing data-processing gang-scheduling quota-management hpc cloud-computing distributed-systems
Archetypes for Reliable Systems
31 min

Archetypes for Reliable Systems

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Steve McGhee Ameer Abbas
reliability kubernetes cloud-architecture distributed-systems service-level-objectives site-reliability-engineering platform-engineering multi-cluster failure-domains availability ci-cd slo
Chaos Engineering 2023 with Chaos Mesh
36 min

Chaos Engineering 2023 with Chaos Mesh

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Saiyam Pathak
chaos-engineering chaos-mesh kubernetes resilience reliability microservices distributed-systems cloud-native testing ci-cd observability performance
Tales from on-Call: Fun with Operating Etcd at Scale
32 min

Tales from on-Call: Fun with Operating Etcd at Scale

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Geeta Gharpure Chao Chen
etcd kubernetes on-call cluster-management distributed-systems cloud-native eks storage-quota revision-divergence memory-pressure