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
Microservices Challenges
Search
Gustavo Pantuza
April 01, 2019
Programming
0
200
Microservices Challenges
This presentation approaches many challenges moving forward Microservices
Gustavo Pantuza
April 01, 2019
Tweet
Share
More Decks by Gustavo Pantuza
See All by Gustavo Pantuza
Observability Engineering: os protocolos, a comunidade e o estado da arte
pantuza
3
200
[Kubecon Europe 2023] Ingesting 6.5 Tb of Telemetry Data Daily Through Open Telemetry Protocol and Collectors
pantuza
0
580
Projeto experimental comparando gRPC e Thrift
pantuza
0
65
eQUIC Gateway: Maximizing QUIC throughput using a Gateway Service based on eBPF + XDP
pantuza
0
480
Danian: tail latency reduction of networking application through an O(1) scheduler
pantuza
0
240
Wrapping C libraries into Python modules
pantuza
0
330
Computação Serverless: Conceitos, Aplicações e Desafios
pantuza
0
210
Makefile, automating daily tasks & simplifying Gettings Started
pantuza
3
970
Building reliable and efficient services through gRPC
pantuza
3
410
Other Decks in Programming
See All in Programming
MDN Web Docs に日本語翻訳でコントリビュートしたくなる
ohmori_yusuke
1
130
テスト駆動Kaggle
isax1015
1
620
明示と暗黙 ー PHPとGoの インターフェイスの違いを知る
shimabox
2
620
AIともっと楽するE2Eテスト
myohei
8
3k
React は次の10年を生き残れるか:3つのトレンドから考える
oukayuka
7
2.4k
バイブコーディング超えてバイブデプロイ〜CloudflareMCPで実現する、未来のアプリケーションデリバリー〜
azukiazusa1
0
330
AWS Summit Japan 2024と2025の比較/はじめてのKiro、今あなたは岐路に立つ
satoshi256kbyte
0
120
ペアプロ × 生成AI 現場での実践と課題について / generative-ai-in-pair-programming
codmoninc
2
21k
The Evolution of Enterprise Java with Jakarta EE 11 and Beyond
ivargrimstad
0
260
NPOでのDevinの活用
codeforeveryone
0
900
Quand Symfony, ApiPlatform, OpenAI et LangChain s'allient pour exploiter vos PDF : de la théorie à la production…
ahmedbhs123
0
220
生成AI時代のコンポーネントライブラリの作り方
touyou
1
290
Featured
See All Featured
Speed Design
sergeychernyshev
32
1k
It's Worth the Effort
3n
185
28k
The Success of Rails: Ensuring Growth for the Next 100 Years
eileencodes
45
7.5k
Git: the NoSQL Database
bkeepers
PRO
430
65k
The Art of Delivering Value - GDevCon NA Keynote
reverentgeek
15
1.6k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
stephaniewalter
282
13k
Balancing Empowerment & Direction
lara
1
450
Building a Scalable Design System with Sketch
lauravandoore
462
33k
We Have a Design System, Now What?
morganepeng
53
7.7k
A Tale of Four Properties
chriscoyier
160
23k
Bootstrapping a Software Product
garrettdimon
PRO
307
110k
Facilitating Awesome Meetings
lara
54
6.5k
Transcript
Gustavo Pantuza Microservices Challenges
None
Agenda Context Considerations Use cases
Monolith
Monolith • Big code base • Difficult to scale •
Easy to monitor/troubleshoot • Many responsibilities • Complex to deploy
microservice
Microservice • Small code base • Single responsibility • Complex
to troubleshoot • Complex to monitor • Easier to test and deploy
None
None
Microservices challenges Step 1 Application example Step 2 Show a
problem Step 3 Propose a solution
Circuit breaker Step 1
Step 2 If the microservices I integrate fail, how can
I guarantee my authentication system? Circuit breaker
Step 3 If x% of failure send emails to guarantee
authentication Circuit breaker
Scale Step 1
Scale Step 2 How to increase load without saturate computational
resources?
Scale Step 3 Horizontal auto scale CPU: 50% CPU: 95%
CPU: 85% CPU: 50% CPU: 50%
Scale Step 3 $> kubectl autoscale \ deployment php-apache \
--cpu-percent=50 \ --min=1 \ --max=10
Freshness Step 1
Step 2 Content must be updated and ever been shown
to end users Freshness
Step 3 Cache pipeline Proactive purge Freshness
Passo 1 Integration
Passo 2 Integration How to add new applications without changing
my previous services?
Passo 3 Integration • APIs Agregation • Enforce availability on
BFF BFF - Backend for Front-end
Reliability Step 1 API
Step 2 If my service becomes unavailable what my clients
should do? Reliability
Step 3 Retry Backoff Cache Reliability
Capacity Step 1 Varnish
Capacity Step 2 As traffic grows system starts paginating and
denying connections
User space Capacity Step 3 Turn off swap TCP/IP tuning
Kernel space Operating system Tuning . swapoff --all . sysctl -w net.ipv4.tcp_fin_timeout=15
Monitoring Step 1
Monitoring Step 2 How to minimize failure detection and recovery
time?
Monitoring Step 3 • Zabbix • cachet Feedback system •
Prometheus • Graylog
Design Step 1
Step 2 Software changes should not impact all clients Design
Step 3 Tenants Design USD BRL EUR . Extensibility .
Customizable
Communication Step 1 APIs
Passo 2 How to compute votes and minimize response time?
Communication
Passo 3 Buffer in memory 1000 votes or 10 seconds
... Communication
Distribution Step 1
Distribution Step 2 How to avoid a single point of
failure?
Distribution Step 1 Application distribution over network PoDs
Availability Step 1 A B C D E F G
H Application servers/containers
Availability Step 2 How to evenly distribute load over all
application servers/containers?
Availability Step 3 Load balancing A B C D E
F G H • IPVS • Neutrino • HAProxy • Nginx L4 L7
DRY Step 1 A B C D Authentication Authorization
Step 2 How to avoid repeating computations on many services?
DRY
Step 3 API Gateway DRY A B C D G
Kong HQ
Step 1 Interfaces { "what": "A json example", "test": true,
"values": [42, 10, 5.32], "data": { "name": "Test Name", "type": null } }
Step 2 How to change my services contracts without breaking
my clients integration? Interfaces
Step 3 Generic and versioned Interfaces Interfaces . JSON Schema
. ProtoBuffers /* Proto Buffers */ message Example { string what = 1; boolean test = 2; repeated int32 values = 3; optional DataMessage data = 4; } message DataMessage { string name = 1; optional string type = 2; }
Step 1 Networking
Step 2 How to deploy multiple microservices clusters and do
not collide sub-networks? Networking
Step 3 Overlay networking . KubeRouter . VXLAN . Open
vSwitch . IPIP tunnel . GRE Networking Subnet: 10.0.10.0/24 Subnet: 10.0.10.0/24 vRouter: 192.168.0.100/32 vRouter: 192.168.0.200/32
Step 1 Filtering Host Hypervisor VMs
Step 2 How to filter traffic without overloading network equipments?
Filtering
Step 3 Software Defined Networking . Open vSwitch . Netfilter/IP
tables Filtering Host Hypervisor VMs OvS
Step 1 A B C D Tracing
Step 2 How to know which service has failed? Tracing
Step 3 Tracing X-Request-ID GET /myservice/myresource HTTP/1.1 Host: myservername X-Request-ID:
30f14c6c1fc85cba12bfd093aa8f90e3 Accept: */* A B C D Request Identification
None
Questions? https://blog.pantuza.com https://github.com/pantuza https://twitter.com/gpantuza