Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
End-to-end serverless data pipeline on AWS
Search
Alex Casalboni
October 16, 2017
Technology
1
96
End-to-end serverless data pipeline on AWS
Use case powered by Amazon Kinesis, Lambda, Athena, and QuickSight.
Alex Casalboni
October 16, 2017
Tweet
Share
More Decks by Alex Casalboni
See All by Alex Casalboni
Data-driven & cost-aware performance tuning for AWS Lambda
alexcasalboni
0
240
AWS Lambda function performance tuning - AWS re:Invent 2019
alexcasalboni
1
1.1k
Supercharge product development with cloud best practices - Web Summit 2019
alexcasalboni
0
94
AWS data services for machine learning - AWS Innovate Online
alexcasalboni
0
64
Advanced Serverless Architectural Patterns on AWS [Devoxx Poland]
alexcasalboni
0
240
Building a Modern Data Platform in the Cloud [AWS Dev Day @ Kyiv]
alexcasalboni
0
120
How to build a global serverless service [AWS Dev Day @ Kyiv]
alexcasalboni
0
63
Become a machine learning developer using AWS Machine Learning Services [AWS Summit @ Warsaw]
alexcasalboni
0
120
Getting started with AWS for Developers [Collision @ Toronto]
alexcasalboni
0
79
Other Decks in Technology
See All in Technology
4th place solution Eedi - Mining Misconceptions in Mathematics
rist
0
150
生成AI×財務経理:PoCで挑むSlack AI Bot開発と現場巻き込みのリアル
pohdccoe
1
820
RayでPHPのデバッグをちょっと快適にする
muno92
PRO
0
200
Platform Engineeringで クラウドの「楽しくない」を解消しよう
jacopen
4
210
AIエージェント元年@日本生成AIユーザ会
shukob
1
260
株式会社Awarefy(アウェアファイ)会社説明資料 / Awarefy-Company-Deck
awarefy
3
12k
AI自体のOps 〜LLMアプリの運用、AWSサービスとOSSの使い分け〜
minorun365
PRO
9
1.1k
大規模アジャイルフレームワークから学ぶエンジニアマネジメントの本質
staka121
PRO
3
1.7k
【Forkwell】「正しく」失敗できるチームを作る──現場のリーダーのための恐怖と不安を乗り越える技術 - FL#83 / A team that can fail correctly by forkwell
i35_267
2
110
開発者のための FinOps/FinOps for Engineers
oracle4engineer
PRO
2
260
事業を差別化する技術を生み出す技術
pyama86
2
540
リクルートのエンジニア組織を下支えする 新卒の育成の仕組み
recruitengineers
PRO
2
180
Featured
See All Featured
Imperfection Machines: The Place of Print at Facebook
scottboms
267
13k
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
Mobile First: as difficult as doing things right
swwweet
223
9.5k
Building Flexible Design Systems
yeseniaperezcruz
328
38k
Art, The Web, and Tiny UX
lynnandtonic
298
20k
How to Ace a Technical Interview
jacobian
276
23k
GraphQLの誤解/rethinking-graphql
sonatard
69
10k
Rebuilding a faster, lazier Slack
samanthasiow
80
8.9k
Templates, Plugins, & Blocks: Oh My! Creating the theme that thinks of everything
marktimemedia
30
2.3k
Agile that works and the tools we love
rasmusluckow
328
21k
How to Think Like a Performance Engineer
csswizardry
22
1.4k
RailsConf 2023
tenderlove
29
1k
Transcript
clda.co/sls-milano-data-pipeline End-to-end serverless data pipeline on AWS Powered by Amazon
Kinesis, Lambda, Athena, and QuickSight 10/19/2017
About Me @alex_casalboni clda.co/sls-milano-data-pipeline Computer Science Background Master in Sound
& Music Engineering Sr. SoBware Engineer & Web Developer Cloud Evangelist @ Cloud Academy
clda.co/serverless-italy Call for Speakers! clda.co/sls-milano-data-pipeline
Agenda Prerequisites Use Case / Requirements Serverless Architecture Hands-on Demo
clda.co/sls-milano-data-pipeline
Prerequisites Breve introduzione dei singoli servizi clda.co/sls-milano-data-pipeline
AWS Lambda clda.co/sls-milano-data-pipeline FaaS (FuncOon as a Service) NodeJs, Python,
Java, C#, etc. Event-driven
Amazon S3 clda.co/sls-milano-data-pipeline PB-scale Object-storage 99.999999999% durability SSE Support Can
trigger Lambda (per-object)
Amazon Kinesis (Streams) clda.co/sls-milano-data-pipeline Real-Ome data ingesOon Shards scale up/down
Almost Serverless Can trigger Lambda (batch)
Amazon Athena clda.co/sls-milano-data-pipeline InteracOve SQL queries over S3 Transparent compute
provisioning “Serverless Database” Results are stored on S3 too
Amazon QuickSight clda.co/sls-milano-data-pipeline Business Intelligence (BI) Powered by SPICE (in-memory
engine) Can read from RedshiB, RDS, Aurora, Athena, S3, EMR, etc. Monthly subscripOon (not really PAYG)
Amazon IAM clda.co/sls-milano-data-pipeline IdenOty & Access Management Very granular permissions
Free service (use it!)
Amazon Cognito clda.co/sls-milano-data-pipeline Federated idenOOes Role-based temporary credenOals Data Sync
and User Management (Pools) Complex but useful (use it!)
Use Case / Requirements Descrizione del caso d’uso clda.co/sls-milano-data-pipeline
Real-Ome Fraud DetecOon clda.co/sls-milano-data-pipeline Real-0me ingesOon of credit card transacOons
Stream processing, data validaOon, and fraud detecOon Secure storage of transacOons Real-0me analysis and reporOng
AddiOonal Requirements clda.co/sls-milano-data-pipeline Many heterogeneous event producers (temporary credenOals) Elas0c
architecture (no upfront costs & easy to scale up) Extensible architecture (plug-and-play components) A lot of data (cheap storage, please!)
Serverless Architecture Come lo implemen7amo senza ges7re server? clda.co/sls-milano-data-pipeline
Architecture Diagram clda.co/sls-milano-data-pipeline
IngesOon & Processing (simple) clda.co/sls-milano-data-pipeline
IngesOon & Processing (opOmized) clda.co/sls-milano-data-pipeline
IngesOon & Processing (real-Ome analyOcs)
Serverless Data Analysis clda.co/sls-milano-data-pipeline
Hands-on Demo Sporchiamoci un po’ le mani clda.co/sls-milano-data-pipeline
clda.co/sls-milano-data-pipeline < demo >
Grazie =) Domande? 10/19/2017 clda.co/sls-milano-data-pipeline