Running Multiple Models on the Same GPU, on Spot Instances
33 min

Running Multiple Models on the Same GPU, on Spot Instances

MLOps World - MLOps World & Generative AI World 2024
Oscar Rovira
ml-inference spot-instances gpu-fractionalization gpu cost-optimization generative-ai llm cloud-computing aws gcp azure mlops
Leverage Kubernetes To Optimize the Utilization of Your AI Accelerators
23 min

Leverage Kubernetes To Optimize the Utilization of Your AI Accelerators

MLOps World - MLOps World & Generative AI World 2024
Nathan Beach
accelerators kubernetes kubernetes-engine ai gpu optimization training inference workloads resource-utilization cloud-computing
Multimodal Agents You Can Deploy Anywhere
10 min

Multimodal Agents You Can Deploy Anywhere

MLOps World - MLOps World & Generative AI World 2024
David Cheng
ai generative-ai multimodal-ai machine-learning mlops artificial-intelligence agents deployment cloud-computing on-premises edge-ai video-analysis speech-translation document-understanding
Build Your Own Path in the Cloud Native Ecosystem
39 min

Build Your Own Path in the Cloud Native Ecosystem

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Rich Burroughs Kaslin Fields
cloud-native kubernetes ecosystem cloud-computing open-source
Cloud Computing’s First Economic Recession? Let’s Talk Platform Efficiency
37 min

Cloud Computing’s First Economic Recession? Let’s Talk Platform Efficiency

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Aparna Subramanian Todd Ekenstam Phillip Wittrock Nagarajan Chinnakaveti Thulasiraman
cloud-computing platform-efficiency cost-optimization kubernetes autoscaling finops cloud-costs design culture observability ci-cd
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
Data Protection and Application Recovery in Cloud and Kubernetes
5 min

Data Protection and Application Recovery in Cloud and Kubernetes

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Petter Sveum
kubernetes cloud-computing data-protection application-recovery disaster-recovery cyber-resiliency compliance service-level-agreements autonomous-data-management api-enabled microservices containerization
Keynote: Tulips, Terabytes, and Transformations: Blooming Innovations in the Cloud Native Garden
9 min

Keynote: Tulips, Terabytes, and Transformations: Blooming Innovations in the Cloud Native Garden

KubeCon + CloudNativeCon - KubeCon + CloudNativeCon Europe 2023
Taylor Dolezal
cloud-native cncf keynote ecosystem cloud-computing kubernetes end-user-community technology-trends open-source
You Don't Have to Run it Locally! How to run your emulators in the cloud.
26 min

You Don't Have to Run it Locally! How to run your emulators in the cloud.

Droidcon - Droidcon London 2024
Petras Vičiūnas
android android-emulator cloud-computing kubernetes docker ci-cd remote-development debugging performance-optimization virtualization webrtc screen-sharing
Developing on Google Cloud with Python and DataFrames
41 min

Developing on Google Cloud with Python and DataFrames

PyCon - PyCon US 2023
Jason Davenport
python google-cloud bigquery data-frames data-engineering analytics cloud-computing developer-advocacy serverless jupyter-notebooks apache-iceberg remote-functions
Data of Unusual Size: Interactive Visualization
3h 7m

Data of Unusual Size: Interactive Visualization

PyCon - PyCon US 2023
Pavithra Eswaramoorthy Dharhas Pothina
python pandas dask hvplot interactive-visualization big-data data-science cloud-computing data-analysis data-processing
Build a Cloud in Thirteen Years
30 min

Build a Cloud in Thirteen Years

RubyConf - RubyConf 2024
Daniel Farina
ruby cloud-computing infrastructure heroku ubicloud orm sql roda authentication testing performance devops