Building a Modern Data Platform on Amazon EKS - AWS Online Tech Talk
Kubernetes has dramatically risen in popularity around the world since its inception as an open-source CNCF project in 2015. While it was originally designed for stateless applications, more users than ever before are building their next-generation data platforms using services like Amazon Elastic Kubernetes Service (EKS). Kubernetes is powering a variety of use cases including batch processing and normalizing data sets, data ingestion with streaming capabilities, and producing data insights with Machine Learning to create targeted and personalized promotional campaigns. This tech talk will explore several advantages and challenges of building data platforms on Kubernetes, and introduce Data on EKS - a global initiative offering IaC patterns in Terraform and CDK, benchmark reports, best practices, and sample code to simplify and accelerate the journey for users who want to run applications like Spark, Kafka, Kubeflow, Ray, Airflow, Presto, and Cassandra on EKS.
Learning Objectives:
* Objective 1: Gain access to useful tools that will help accelerate your data journey on Amazon EKS.
* Objective 2: Learn about key tradeoffs and considerations when modernizing data workloads on Kubernetes.
* Objective 3: Understand best practices, techniques, and integrations to help modernize Data Platform for optimal cost, reliability, and performance.
***To learn more about the services featured in this talk, please visit: https://awslabs.github.io/data-on-eks/
****To download a copy of the slide deck from this webinar visit: https://pages.awscloud.com/Building-a-Modern-Data-Platform-on-Amazon-EKS_2023_0204-OTT-OD-MDA_OD Subscribe to AWS Online Tech Talks On AWS:
https://www.youtube.com/@AWSOnlineTechTalks?sub_confirmation=1
Follow Amazon Web Services:
Official Website: https://aws.amazon.com/what-is-aws
Twitch: https://twitch.tv/aws
Twitter: https://twitter.com/awsdevelopers
Facebook: https://facebook.com/amazonwebservices
Instagram: https://instagram.com/amazonwebservices
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from AWS Developers · AWS Developers · 0 of 60
← Previous
Next →
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
Using Microsoft Active Directory across On-premises and Cloud Workloads
AWS Developers
What is Cloud Computing with AWS? | Hebrew Webinar
AWS Developers
Best Practices for Getting Started with AWS | Hebrew Webinar
AWS Developers
Best Practices for Using AWS Identity and Access Management (IAM) Roles
AWS Developers
Building Scalable Web Apps | Hebrew Webinar
AWS Developers
Dev & Test on the AWS Cloud | Hebrew Webinar
AWS Developers
Storage & Backup on AWS | Hebrew webinar
AWS Developers
Disaster Recovery on AWS | Hebrew Webinar
AWS Developers
AWS Israel News | Episode 1
AWS Developers
Security Best Practices on AWS | Hebrew Webinar
AWS Developers
Ready: Introduction to AI on AWS | Hebrew Webinar
AWS Developers
Set: What is ML for developers? | Hebrew Webinar
AWS Developers
Go!: Building your own ChatBot with Amazon Lex | Hebrew Webinar
AWS Developers
And Beyond: Amazon Sagemaker | Hebrew Webinar
AWS Developers
Building API-Driven Microservices with Amazon API Gateway - AWS Online Tech Talks
AWS Developers
Understanding AWS Secrets Manager - AWS Online Tech Talks
AWS Developers
Best Practices for Building Enterprise Grade APIs with Amazon API Gateway - AWS Online Tech Talks
AWS Developers
Build, Train and Deploy Machine Learning Models on AWS with Amazon SageMaker - AWS Online Tech Talks
AWS Developers
AWS Israel News | Episode 2 | re:Invent
AWS Developers
AWS Floor28 News - January
AWS Developers
AWS Floor28 News - February - Hebrew
AWS Developers
AWS Floor28 News - March - Hebrew
AWS Developers
AWS Floor28 News - April - Hebrew
AWS Developers
AWS Floor28 News - May - Hebrew
AWS Developers
Authentication for Your Applications: Getting Started with Amazon Cognito - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - June - Hebrew
AWS Developers
AWS Floor28 News - July - Hebrew
AWS Developers
Enriching your app with Image Recognition and AWS AI Services - AWS Webinar - Hebrew
AWS Developers
Personalize, Forcast, and Textract - AWS Webinar - Hebrew
AWS Developers
Managing Your ML Development Lifecycle with Amazon SageMaker - AWS Webinar - Hebrew
AWS Developers
Running your ML code in Amazon Sagemaker - AWS Webinar - Hebrew
AWS Developers
Get Started in Minutes with Amazon Connect in Your Contact Center - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - August - Hebrew
AWS Developers
AWS Floor28 News - September - Hebrew
AWS Developers
Deep Dive on Amazon EventBridge - AWS Online Tech Talks
AWS Developers
Advanced Serverless Orchestration with AWS Step Functions - AWS Online Tech Talks
AWS Developers
Living on the Edge - an Introduction to Amazon CloudFront and Lambda@Edge - Hebrew Webinar
AWS Developers
AWS Floor28 News - October - Hebrew - YouTube
AWS Developers
What's New with AWS Storage - AWS Online Tech Talks
AWS Developers
How to Build a Compelling Migration Business Case Using TSO Logic - AWS Online Tech Talks
AWS Developers
Configuring and Managing Amazon S3 Replication - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - November - Hebrew
AWS Developers
Using Relational Databases with AWS Lambda - Easy Connection Pooling - AWS Online Tech Talks
AWS Developers
AWS Floor28 News - December 2019 - Hebrew
AWS Developers
AWS Floor28 News - January 2020 - Hebrew
AWS Developers
Top 10 Data Migration Best Practices - AWS Online Tech Talks
AWS Developers
How to Use Azure Active Directory with AWS SSO - AWS Online Tech Talks
AWS Developers
AWS Tips & Tricks - Amazon Redshift Advisor - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Redshift Elastic Resize - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Redshift Spectrum - Hebrew
AWS Developers
AWS Tips & Tricks - Savings Plans & Cost Explorer - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Redshift Concurrency Scaling - Hebrew
AWS Developers
AWS Tips & Tricks - Training Models with Amazon SageMaker - Hebrew
AWS Developers
AWS Tips & Tricks - Auto Model Tuning with Amazon SageMaker - Hebrew
AWS Developers
AWS Tips & Tricks - Amazon Comprehend - Hebrew
AWS Developers
Understanding High Availability and Disaster Recovery Features for Amazon RDS for Oracle
AWS Developers
Amazon Forecast – Forecasting - From Months to Days (Hebrew)
AWS Developers
Visualize your data with Amazon QuickSight (Hebrew)
AWS Developers
Amazon Kendra (Hebrew)
AWS Developers
AWS Floor28 News - AI/ML Special Edition
AWS Developers
More on: Cloud Fundamentals
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
Building Shruthi Bandhu: How We Engineered an AI Gesture Tool for the Deaf-Mute Community (And Won the Vishwakarma Awards)
Dev.to · SHAIK TAUFEEQ AHMAD
21 Easiest Ways to Run a Python Script in 2026
Medium · Python
Laporan Praktikum Struktur Data : Graph
Medium · Python
AI in Healthcare: Cancer Classification Through the Eyes of an ML Engineer
Medium · AI
🎓
Tutor Explanation
DeepCamp AI