SlideShare une entreprise Scribd logo
1  sur  58
Télécharger pour lire hors ligne
hls.js
dash.js
shaka-player
hls.js
https://github.com/video-dev/hls.js/#they-use-hlsjs-in-production
hls.js
dash.js
https://developers.naver.com/notice/compliance/
hls.js ?
dash.js ?
?
2GB
(4G ) : 133Mbps
https://www.zdnet.co.kr/view/?no=20171226122223&re=R_20180215081730
( …) 1s … 2GB
(4G ) : 133Mbps
https://www.zdnet.co.kr/view/?no=20171226122223&re=R_20180215081730
( …) 30s … 2GB
(4G ) : 133Mbps
https://www.zdnet.co.kr/view/?no=20171226122223&re=R_20180215081730
( …) 1m … 2GB
(4G ) : 133Mbps
https://www.zdnet.co.kr/view/?no=20171226122223&re=R_20180215081730
( …) 1m 50s… 2GB
(4G ) : 133Mbps
https://www.zdnet.co.kr/view/?no=20171226122223&re=R_20180215081730
300MB( …) ( …)
300MB( …) ( …)
MPEG MPEG-DASH
Apple HTTP Live Streaming
Adobe HTTP Dynamic Streaming
Microsoft Smooth Streaming
MPEG MPEG-DASH
Apple HTTP Live Streaming
Adobe HTTP Dynamic Streaming
Microsoft Smooth Streaming
https://dashif.org/members/
https://dashif.org/members/
HTTP Live Streaming
Apple HTTP
QuickTime, OSX, iOS, Safari
HLS .
RFC8216 .
• : .mp2ts, .mp4
• : .m3u8
https://developer.apple.com/streaming/
https://tools.ietf.org/html/rfc8216
2. (.m3u8)
1. H.264 + AAC 10 

(MPEG-2 TS )
3. HLS
•
•
// 10.5
//
Let’s Do It
https://peach.blender.org/download/
$ brew install ffmpeg
$ ffmpeg 
-i BigBuckBunny_320x180.mp4 `# ` 
-map 0 
-f segment 
-vcodec libx264 `# ` 
-acodec libfdk_aac `# ` 
-segment_list video/playlist.m3u8  `# ` 
-segment_time 5 `# 5 ` 
video/segment-%03d.ts `# .ts segment-000.ts segment-999.ts `
ffmpeg
https://h2k.co/8s
$ python -m SimpleHTTPServer
HTTP
!
.
.
video.m3u8
video-low.m3u8
video-low.00.ts
video-mid.m3u8
video-mid.00.ts
video-high.m3u8
video-high.00.ts
ts
• 4K/2160p @60fps : 3840x2160p / 20,000~51,000Kbps
• 4k/2160p @30fps : 3840x2160p / 13,000~34,000Kbps
• 1440p @60fps : 2560x1440 / 9,000~18,000Kbps
• 1440p @30fps : 2560x1440 / 6,000~13,000Kbps
• 1080p @60fps : 1920x1080 / 4,500~9,000Kbps
• 1080p : 1920x1080/ 3,000~6,000Kbps
• 720p @60fps : 1280x720 / 2,250~6,000Kbps
• 720p : 1280x720 / 1,500~4,000Kbps
• 480p : 854x480 / 500~2,000Kbps
• 360p : 640x360 / 400~1,000Kbps
• 240p : 426x240 / 300~700Kbps
https://support.google.com/youtube/answer/2853702?hl=ko
https://docs.peer5.com/guides/production-ready-hls-vod/
?
Adaptive Bitrate
MPEG-DASH HTTP Live Streaming
Adaptive Bitrate Streaming or Adaptive Streaming
https://support.jwplayer.com/articles/adaptive-streaming-reference
HTTP
. ISO (ISO/IEC
23001-6) . HLS .
• :
• : MPD(XML)
MPEG-DASH
$ brew install gpac
$ MP4Box -frag 4000 
-dash 4000 
-rap 
-segment-name sample 
-out ./output.mp4 
./encoded.mp4
gpac(MP4Box)
$ python -m SimpleHTTPServer
HTTP
?
DASH 

https://caniuse.com/#search=mpeg-dash
https://caniuse.com/#search=hls
https://caniuse.com/#search=media%20source%20extensions
https://www.w3.org/TR/media-source/
dash.js his.js
MSE
MPEG-DASH HLS
Native
?
http://www.flashls.org/
https://help.netflix.com/ko/node/23742
1.
• MSE
2.
•
•
const response = (
await fetch('http://localhost:8000/output.mpd')
);
const mpd = (new window.DOMParser())
.parseFromString(await response.text(), 'text/xml');
MPD
const video = document.getElementById('video');
const mediaSource = new MediaSource();
video.src = URL.createObjectURL(mediaSource);
let sourceBuffer;
mediaSource.addEventListener('sourceopen', async () => {
const representation = mpd.getElementsByTagName('Representation');
const mimeType = representation[0].getAttribute('mimeType');
const codecs = representation[0].getAttribute('codecs');
sourceBuffer = mediaSource.addSourceBuffer(
`${mimeType}; codecs=“${codecs}"`
);
sourceBuffer.addEventListener('updateend', appendMediaSegment,
false);
const initialization = mpd.getElementsByTagName('Initialization');
const url = initialization[0].getAttribute('sourceURL');
const response = await fetch(`http://localhost:8000/${url}`, {
headers: { 'Content-Type': 'arraybuffer' }
});
sourceBuffer.appendBuffer(await response.arrayBuffer());
}, false);
let index = 0;
async function appendMediaSegment() {
index = index + 1;
const segmentURL = mpd.getElementsByTagName('SegmentURL')[index];
if (segmentURL) {
await new Promise(r => setTimeout(r, 500));
const url = segmentURL.getAttribute('media');
const response = await fetch(`http://localhost:8000/${url}`, {
headers: { 'Content-Type': 'arraybuffer' }
});
sourceBuffer.appendBuffer(await response.arrayBuffer());
}
}
• TV : RTMP(Real Time Messaging Protocol) + HLS
◦ http://www.digitaltoday.co.kr/news/articleView.html?idxno=109417

• TV, V LIVE : HLS, DASH

• : HLS(before RTMP)
◦ https://blog.twitch.tv/live-video-transmuxing-transcoding-ffmpeg-vs-
twitchtranscoder-part-i-489c1c125f28

• : MPEG-DASH
◦ https://bitmovin.com/status-mpeg-dash-today-youtube-netflix-use-
html5-beyond/

• Netflix : MPEG-DASH
◦ https://www.moritzsteiner.de/papers/netflix-hulu.pdf

• : HLS
◦ http://clavius-voyage.blogspot.com/2013/06/mpeg-dash-vs-hls.html

• AbemaTV : HLS + DASH
.

Contenu connexe

Similaire à 스트리밍과 플레이어

5 Steps to Faster Web Sites and HTML5 Games
5 Steps to Faster Web Sites and HTML5 Games5 Steps to Faster Web Sites and HTML5 Games
5 Steps to Faster Web Sites and HTML5 GamesMichael Ewins
 
New text document (2)
New text document (2)New text document (2)
New text document (2)Furqaan Aan
 
[1C2]webrtc 개발, 현재와 미래
[1C2]webrtc 개발, 현재와 미래[1C2]webrtc 개발, 현재와 미래
[1C2]webrtc 개발, 현재와 미래NAVER D2
 
Swift: One Language To Rule Them All
Swift: One Language To Rule Them AllSwift: One Language To Rule Them All
Swift: One Language To Rule Them AllJonathan Guthrie
 
Mobile Web Performance - Velocity 2011
Mobile Web Performance - Velocity 2011Mobile Web Performance - Velocity 2011
Mobile Web Performance - Velocity 2011Barbara Bermes
 
Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"
Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"
Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"Fwdays
 
Introduction to Transcoding: Tools and Processes
Introduction to Transcoding: Tools and ProcessesIntroduction to Transcoding: Tools and Processes
Introduction to Transcoding: Tools and ProcessesPrestoCentre
 
Video Transcoding at Scale for ABC iview (NDC Sydney)
Video Transcoding at Scale for ABC iview (NDC Sydney)Video Transcoding at Scale for ABC iview (NDC Sydney)
Video Transcoding at Scale for ABC iview (NDC Sydney)Daphne Chong
 
Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!Danny Jessee
 
Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!Danny Jessee
 
Web performance optimization
Web performance optimizationWeb performance optimization
Web performance optimizationKaliop-slide
 
44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick
44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick
44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick44CON
 
Building an Automated Behavioral Malware Analysis Environment using Free and ...
Building an Automated Behavioral Malware Analysis Environment using Free and ...Building an Automated Behavioral Malware Analysis Environment using Free and ...
Building an Automated Behavioral Malware Analysis Environment using Free and ...Jim Clausing
 
Capistrano and SystemD
Capistrano and SystemDCapistrano and SystemD
Capistrano and SystemDAmoniac OÜ
 
mmsys2019 live streaming at scale
mmsys2019 live streaming at scalemmsys2019 live streaming at scale
mmsys2019 live streaming at scaleJordi Cenzano
 
Monitoring of GPU Usage with Tensorflow Models Using Prometheus
Monitoring of GPU Usage with Tensorflow Models Using PrometheusMonitoring of GPU Usage with Tensorflow Models Using Prometheus
Monitoring of GPU Usage with Tensorflow Models Using PrometheusDatabricks
 
Enabling Microservice @ Orbitz - GOTO Chicago 2016
Enabling Microservice @ Orbitz - GOTO Chicago 2016Enabling Microservice @ Orbitz - GOTO Chicago 2016
Enabling Microservice @ Orbitz - GOTO Chicago 2016Steve Hoffman
 

Similaire à 스트리밍과 플레이어 (20)

5 Steps to Faster Web Sites and HTML5 Games
5 Steps to Faster Web Sites and HTML5 Games5 Steps to Faster Web Sites and HTML5 Games
5 Steps to Faster Web Sites and HTML5 Games
 
New text document (2)
New text document (2)New text document (2)
New text document (2)
 
[1C2]webrtc 개발, 현재와 미래
[1C2]webrtc 개발, 현재와 미래[1C2]webrtc 개발, 현재와 미래
[1C2]webrtc 개발, 현재와 미래
 
Swift: One Language To Rule Them All
Swift: One Language To Rule Them AllSwift: One Language To Rule Them All
Swift: One Language To Rule Them All
 
Mobile Web Performance - Velocity 2011
Mobile Web Performance - Velocity 2011Mobile Web Performance - Velocity 2011
Mobile Web Performance - Velocity 2011
 
4 Sessions
4 Sessions4 Sessions
4 Sessions
 
Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"
Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"
Alexander Mostovenko "'Devide at impera' with GraphQL and SSR"
 
Introduction to Transcoding: Tools and Processes
Introduction to Transcoding: Tools and ProcessesIntroduction to Transcoding: Tools and Processes
Introduction to Transcoding: Tools and Processes
 
Video Transcoding at Scale for ABC iview (NDC Sydney)
Video Transcoding at Scale for ABC iview (NDC Sydney)Video Transcoding at Scale for ABC iview (NDC Sydney)
Video Transcoding at Scale for ABC iview (NDC Sydney)
 
Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!
 
Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!Get Started with Apps for SharePoint 2013!
Get Started with Apps for SharePoint 2013!
 
Web performance optimization
Web performance optimizationWeb performance optimization
Web performance optimization
 
Backups
BackupsBackups
Backups
 
44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick
44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick
44CON 2014 - Stupid PCIe Tricks, Joe Fitzpatrick
 
Building an Automated Behavioral Malware Analysis Environment using Free and ...
Building an Automated Behavioral Malware Analysis Environment using Free and ...Building an Automated Behavioral Malware Analysis Environment using Free and ...
Building an Automated Behavioral Malware Analysis Environment using Free and ...
 
Capistrano and SystemD
Capistrano and SystemDCapistrano and SystemD
Capistrano and SystemD
 
Capistrano && SystemD
Capistrano && SystemDCapistrano && SystemD
Capistrano && SystemD
 
mmsys2019 live streaming at scale
mmsys2019 live streaming at scalemmsys2019 live streaming at scale
mmsys2019 live streaming at scale
 
Monitoring of GPU Usage with Tensorflow Models Using Prometheus
Monitoring of GPU Usage with Tensorflow Models Using PrometheusMonitoring of GPU Usage with Tensorflow Models Using Prometheus
Monitoring of GPU Usage with Tensorflow Models Using Prometheus
 
Enabling Microservice @ Orbitz - GOTO Chicago 2016
Enabling Microservice @ Orbitz - GOTO Chicago 2016Enabling Microservice @ Orbitz - GOTO Chicago 2016
Enabling Microservice @ Orbitz - GOTO Chicago 2016
 

Plus de 우영 주

프런트엔드개발, 지금과 다음
프런트엔드개발, 지금과 다음프런트엔드개발, 지금과 다음
프런트엔드개발, 지금과 다음우영 주
 
컴포넌트 관점에서 개발하기
컴포넌트 관점에서 개발하기컴포넌트 관점에서 개발하기
컴포넌트 관점에서 개발하기우영 주
 
아재가 젊은이에게 사랑받는 마크업을 하는 방법
아재가 젊은이에게 사랑받는 마크업을 하는 방법아재가 젊은이에게 사랑받는 마크업을 하는 방법
아재가 젊은이에게 사랑받는 마크업을 하는 방법우영 주
 
Introduce Guetzli
Introduce GuetzliIntroduce Guetzli
Introduce Guetzli우영 주
 
스코프와 실행문맥
스코프와 실행문맥스코프와 실행문맥
스코프와 실행문맥우영 주
 
좋은 기능을 만드는 방법
좋은 기능을 만드는 방법좋은 기능을 만드는 방법
좋은 기능을 만드는 방법우영 주
 
서비스를 성공적으로 만드는 방법
서비스를 성공적으로 만드는 방법서비스를 성공적으로 만드는 방법
서비스를 성공적으로 만드는 방법우영 주
 
다함께, FluxUtils 한바퀴!
다함께, FluxUtils 한바퀴!다함께, FluxUtils 한바퀴!
다함께, FluxUtils 한바퀴!우영 주
 
BEM을 깨우치다.
BEM을 깨우치다.BEM을 깨우치다.
BEM을 깨우치다.우영 주
 
JavaScript Promises
JavaScript PromisesJavaScript Promises
JavaScript Promises우영 주
 
[토크아이티] 프런트엔드 개발 시작하기 저자 특강
[토크아이티] 프런트엔드 개발 시작하기 저자 특강 [토크아이티] 프런트엔드 개발 시작하기 저자 특강
[토크아이티] 프런트엔드 개발 시작하기 저자 특강 우영 주
 
명세부터 깨우치는 FILEAPI
명세부터 깨우치는 FILEAPI명세부터 깨우치는 FILEAPI
명세부터 깨우치는 FILEAPI우영 주
 
[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기
[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기
[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기우영 주
 
진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)
진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)
진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)우영 주
 
Javascript Test Double Sinon.js
Javascript Test Double Sinon.jsJavascript Test Double Sinon.js
Javascript Test Double Sinon.js우영 주
 
HTML5 BOILERPLATE를 소개합니다.
HTML5 BOILERPLATE를 소개합니다.HTML5 BOILERPLATE를 소개합니다.
HTML5 BOILERPLATE를 소개합니다.우영 주
 
이클립스로 GIT 사용하기
이클립스로 GIT 사용하기이클립스로 GIT 사용하기
이클립스로 GIT 사용하기우영 주
 

Plus de 우영 주 (18)

프런트엔드개발, 지금과 다음
프런트엔드개발, 지금과 다음프런트엔드개발, 지금과 다음
프런트엔드개발, 지금과 다음
 
컴포넌트 관점에서 개발하기
컴포넌트 관점에서 개발하기컴포넌트 관점에서 개발하기
컴포넌트 관점에서 개발하기
 
아재가 젊은이에게 사랑받는 마크업을 하는 방법
아재가 젊은이에게 사랑받는 마크업을 하는 방법아재가 젊은이에게 사랑받는 마크업을 하는 방법
아재가 젊은이에게 사랑받는 마크업을 하는 방법
 
Introduce Guetzli
Introduce GuetzliIntroduce Guetzli
Introduce Guetzli
 
스코프와 실행문맥
스코프와 실행문맥스코프와 실행문맥
스코프와 실행문맥
 
좋은 기능을 만드는 방법
좋은 기능을 만드는 방법좋은 기능을 만드는 방법
좋은 기능을 만드는 방법
 
서비스를 성공적으로 만드는 방법
서비스를 성공적으로 만드는 방법서비스를 성공적으로 만드는 방법
서비스를 성공적으로 만드는 방법
 
다함께, FluxUtils 한바퀴!
다함께, FluxUtils 한바퀴!다함께, FluxUtils 한바퀴!
다함께, FluxUtils 한바퀴!
 
BEM을 깨우치다.
BEM을 깨우치다.BEM을 깨우치다.
BEM을 깨우치다.
 
JavaScript Promises
JavaScript PromisesJavaScript Promises
JavaScript Promises
 
[토크아이티] 프런트엔드 개발 시작하기 저자 특강
[토크아이티] 프런트엔드 개발 시작하기 저자 특강 [토크아이티] 프런트엔드 개발 시작하기 저자 특강
[토크아이티] 프런트엔드 개발 시작하기 저자 특강
 
명세부터 깨우치는 FILEAPI
명세부터 깨우치는 FILEAPI명세부터 깨우치는 FILEAPI
명세부터 깨우치는 FILEAPI
 
[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기
[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기
[Toolcon2014] WebStorm에서 자바스크립트 리팩토링하기
 
진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)
진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)
진보한 개발 환경에서 품질 좋은 코드 생산 (WebStorm)
 
Javascript Test Double Sinon.js
Javascript Test Double Sinon.jsJavascript Test Double Sinon.js
Javascript Test Double Sinon.js
 
LESS와 EMMET
LESS와 EMMETLESS와 EMMET
LESS와 EMMET
 
HTML5 BOILERPLATE를 소개합니다.
HTML5 BOILERPLATE를 소개합니다.HTML5 BOILERPLATE를 소개합니다.
HTML5 BOILERPLATE를 소개합니다.
 
이클립스로 GIT 사용하기
이클립스로 GIT 사용하기이클립스로 GIT 사용하기
이클립스로 GIT 사용하기
 

Dernier

Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity PlanDatabarracks
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubKalema Edgar
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenHervé Boutemy
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.Curtis Poe
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):comworks
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .Alan Dix
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyAlfredo García Lavilla
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 3652toLead Limited
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Manik S Magar
 

Dernier (20)

Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
How to write a Business Continuity Plan
How to write a Business Continuity PlanHow to write a Business Continuity Plan
How to write a Business Continuity Plan
 
Unleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding ClubUnleash Your Potential - Namagunga Girls Coding Club
Unleash Your Potential - Namagunga Girls Coding Club
 
DevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache MavenDevoxxFR 2024 Reproducible Builds with Apache Maven
DevoxxFR 2024 Reproducible Builds with Apache Maven
 
How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.How AI, OpenAI, and ChatGPT impact business and software.
How AI, OpenAI, and ChatGPT impact business and software.
 
CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):CloudStudio User manual (basic edition):
CloudStudio User manual (basic edition):
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
DMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special EditionDMCC Future of Trade Web3 - Special Edition
DMCC Future of Trade Web3 - Special Edition
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .From Family Reminiscence to Scholarly Archive .
From Family Reminiscence to Scholarly Archive .
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Commit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easyCommit 2024 - Secret Management made easy
Commit 2024 - Secret Management made easy
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365Ensuring Technical Readiness For Copilot in Microsoft 365
Ensuring Technical Readiness For Copilot in Microsoft 365
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!Anypoint Exchange: It’s Not Just a Repo!
Anypoint Exchange: It’s Not Just a Repo!
 

스트리밍과 플레이어