Name: Spotify Visit
Start: 2021-06-03T10:00:00+02:00
End: 2021-06-04T16:00:00+02:00
Location: No location set

Spotify Visit

from Thursday, June 3, 2021 (10:00 AM) to Friday, June 4, 2021 (4:00 PM)

Monday, May 31, 2021
Tuesday, June 1, 2021
Wednesday, June 2, 2021
Thursday, June 3, 2021

10:00 AM Infrastructure, Kubernetes and Cloud Native
Infrastructure, Kubernetes and Cloud Native
10:00 AM - 11:00 AM
Some ideas of things to cover: * Deployment tools * Monitoring (of applications and infrastructure) * Policy enforcement / OPA? * Usage tracking / accounting * Workload scheduling? Need to schedule along data? * Typical workloads… batch, interactive jobs? Any custom tooling? * Any workloads not fitting Kubernetes? Other tooling being used?

11:00 AM Machine Learning
Machine Learning
11:00 AM - 12:00 PM
Some ideas of things to cover: * Use Cases and Algorithms Used * Typical workflow from quick analysis to distributed / large scale training to serving * Tools and Infrastructure Luigi? https://github.com/spotify/luigi Kubeflow? * GPUs? TPUs?

2:00 PM Public Cloud
Public Cloud
2:00 PM - 3:00 PM
Some ideas of things to cover: * Experiences and challenges running on public cloud * Reasons to move out of on-premises, any thoughts 3 years passed? * High Level Services vs Your Own * Managed Kubernetes? Relying on high level ML services from GCP? * Single cloud provider (GCP)? Considering multi cloud?

3:00 PM Data and Databases
Data and Databases
3:00 PM - 4:00 PM
Some ideas of things to cover: * Data Needs and Tools Used * Data distribution / bookkeeping around regions Any optimizations for cost reduction * Databases Do you have NoSQL databases? If so, what are the use-cases? How are they deployed/maintained? Do you have use-cases for relational databases / NewSQL?
Friday, June 4, 2021

10:00 AM Computing Seminar
Computing Seminar
10:00 AM - 11:00 AM

11:00 AM Backup Session, Open Discussion
Backup Session, Open Discussion
11:00 AM - 12:30 PM

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