SlideShare una empresa de Scribd logo
1 de 88
Delivering Beautiful and Fast Images
Doug Sillars
@DougSillars
Turin WebPerf
July 24, 2018
Contact Me:
@DougSillars
Doug.Sillars@gmail.com
www.dougsillars.com
Doug Sillars
https://www.slideshare.net/dougsillars/
Freelance Developer Relations
Performance Audits: Web/Native
Workshops:
Performance/Images/Video
0.5
0.6
0.7
0.8
0.9
Standing in Line Standing on the
edge of a virtual
cliff
Experiencing
Mobile Delays
Solving a Math
Problem
https://www.ericsson.com/res/docs/2016/mobility-report/emr-feb-2016-the-stress-of-steaming-delays.pdf
Stress
Large Downloads Induce Delays in Rendering
3s: 53% of Users Abandon Mobile Sites
500ms: 26% Frustration
8% Engagement
100ms: 1% Revenue Walmart & Amazon (Desktop 2001)
4% Mobile Users Throw Their Phones
https://www.doubleclickbygoogle.com/articles/mobile-speed-matters
http://bit.ly/mobileWebStress
http://www.globaldots.com/how-website-speed-affects-conversion-rates/
https://www.mobilejoomla.com/blog/172-responsive-design-vs-server-side-solutions-infographic.html
Images make up 50% of Web Content
HTTPArchive mobile websites 15/02/18
Image Performance Analysis
https://Webpagetest.org https://httparchive.org
4 Simple Image Optimizations
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Quality
Lossy
Image size is reduced by
removing pixel information
https://developers.google.com/speed/docs/insights/OptimizeImages
Image Quality
magick -quality 85 riga.jpg riga85.jpg
http://res.cloudinary.com/dougsillars/image/upload/q_85/v1520504964/IMG_20180301_114117_tzasan.jpg
Lighthouse:
Recommends 85% quality on all images
https://developers.google.com/speed/docs/insights/OptimizeImages
Image Quality Use “In The Wild”
500,000 mobile sites
Analyzed 3/15/18
Image Quality Use “In The Wild”
Median Savings (50th percentile):
• 2.83 seconds faster page load
• 419KB less data
100%
2.8 MB
http://res.cloudinary.com/dougsillars/image/upload/v1526279646/ireland_mwnkwo.jpg
85%
1.3 MB
q_85
http://res.cloudinary.com/dougsillars/image/q_85/upload/v1526279646/ireland_mwnkwo.jpg
50%
551KB
q_50
http://res.cloudinary.com/dougsillars/image/q_50/upload/v1526279646/ireland_mwnkwo.jpg
20%
274 KB
q_20
http://res.cloudinary.com/dougsillars/image/q_20/upload/v1526279646/ireland_mwnkwo.jpg
Graphing the Results
https://developers.google.com/speed/docs/insights/OptimizeImages
Graphing the Results
https://developers.google.com/speed/docs/insights/OptimizeImages
Automate Quality vs. File Size
• Butteraugli
• SSIM: Structural SIMilarity
https://github.com/technopagan/cjpeg-dssim
cjpeg-dssim jpegoptim ireland.jpg
http://res.cloudinary.com/dougsillars/image/upload/q_auto/v1526279646/ireland_mwnkwo.jpg
SSIM
628-934 KB
http://res.cloudinary.com/dougsillars/image/upload/q_auto/v1526279646/ireland_mwnkwo.jpg
Graphing the Results
https://developers.google.com/speed/docs/insights/OptimizeImages
Results:
• Test Load on Motorola G4:
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Formats – Average Size
HTTPArchive mobile websites 15/02/18
Image Formats – Average Size
HTTPArchive mobile websites 15/02/18
Scalable Vector Graphics (SVG)
Images drawn as shapes
infinitely scalable
XML - Can be added inline to HTML document
https://gist.github.com/hail2u/2884613?short_path=66a60ff
Scalable Vector Graphics (SVG)
Images drawn as shapes
infinitely scalable
XML - Can be added inline to HTML document
https://gist.github.com/hail2u/2884613?short_path=66a60ff
Scalable Vector Graphics (SVG)
Images drawn as shapes
infinitely scalable
XML - Can be added inline to HTML document
https://gist.github.com/hail2u/2884613?short_path=66a60ff
Scalable Vector Graphics (SVG)
Scalable Vector Graphics (SVG)
Scalable Vector Graphics (SVG)
https://github.com/google/brotli
Image Formats – Average Size
HTTPArchive mobile websites 15/02/18
Convert File Format
http://res.cloudinary.com/dougsillars/image/upload/q_auto,f_auto/v1526279646/ireland_mwnkwo.jpg
convert ireland_cjpeg_dssim.jpg ireland.webp
SSIM + WebP
433-505 KB
http://res.cloudinary.com/dougsillars/image/upload/q_auto,f_auto/v1526279646/ireland_mwnkwo.jpg
Image Format: WebP
<picture>
<source width = "100%" type="image/webp" srcset="ireland.webp">
<img width = "100%" src="ireland_cjpeg_dssim.jpg"
alt="Mizen Head, Ireland">
</picture>
File Format: WebP
https://caniuse.com/#feat=webp
Image Format Use “In The Wild”
500,000 mobile sites
Analyzed 3/15/18
Image Format Use “In The Wild”
500,000 mobile sites
Analyzed 3/15/18
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Sizing
-
Image Sizing
Image Sizing
-
Image Sizing
624
832
-
Image Sizing
624
832
12,979,000 pixels
519,000 pixels
_________________
-
12,460,000 pixels
Image Sizing
624
832
12,979,000 pixels
519,000 pixels
_________________
-
12,460,000 pixels
Image Sizing
https://twitter.com/paulcalvano/status/928751141843808256
Image Sizing
-
Responsive Images:
Generate a set of images
25 KB difference in size
Responsive Images
624
832
625,000 pixels
-
106,000 pixels
519,000 pixels
_________________
Responsive Breakpoint Generation
https://github.com/cloudinary/responsive_breakpoints_generator
http://www.responsivebreakpoints.com/
Responsive Images
Responsive Images
Responsive Images
Responsive Images
+
Image Format
Create responsive WebP
mogrify -format webp *.jpg
Responsive Images + Client Hints
Responsive Images + Client Hints
Responsive Images Use “In The Wild”
500,000 mobile sites
Analyzed 3/15/18
Responsive Images Use “In The Wild”
442,000 mobile sites
Analyzed 3/15/18
Sample Website
Sample Website
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Web Usage
https://www.nngroup.com/articles/scrolling-and-attention/
https://calendar.perfplanet.com/2017/progressive-image-loading-using-intersection-observer-and-sqip/
Web Usage
https://www.nngroup.com/articles/scrolling-and-attention/
https://calendar.perfplanet.com/2017/progressive-image-loading-using-intersection-observer-and-sqip/
Lazy Loading
https://www.nngroup.com/articles/scrolling-and-attention/
https://calendar.perfplanet.com/2017/progressive-image-loading-using-intersection-observer-and-sqip/
Lazy Loading Use “In The Wild”
442,000 mobile sites
Analyzed 3/15/18
Lazy Loading Use “In The Wild”
442,000 mobile sites
Analyzed 3/15/18
Lazy Loading
https://www.nngroup.com/articles/scrolling-and-attention/
https://calendar.perfplanet.com/2017/progressive-image-loading-using-intersection-observer-and-sqip/
Preview Images
Optimizing Content Delivery
Preview Images
https://github.com/technopagan/sqip
Preview Images
4 Simple Image Optimizations
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Optimizations – 500k sites
100 score for:
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Optimizations – 500k sites
100 score for:
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Optimizations – 500k sites
100 score for:
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Optimizations – 500k sites
100 score for:
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Image Optimizations – 500k sites
100 score for:
1. Quality
2. Format
3. Sizing
4. Lazy Loading
Animated GIFs
Original MP4
1.4 MB
Animated GIFs
Animated GIFs
Animated GIF
3.8 MB
270% larger
Animated GIFs
Animated GIFs
MP4: 256 colors
247KB
93% smaller
Animated GIFs
Video Tags:
<video loop autoplay muted playsinline controls = "false” src="goats.mp4”/>
Video is not pre-loaded, will be last to download
Img tags are fast!
<picture>
<source type="video/mp4" srcset=”goats.mp4">
<source type="image/webp" srcset=”goats.webp">
<img src=”goats.gif">
</picture>
https://calendar.perfplanet.com/2017/animated-gif-without-the-gif/
Animated GIFs
Summary
Testing:
WebPageTest https://www.webpagetest.org
HttpArchive https://httparchive.org
Images:
ImageMagick https://www.imagemagick.org
SSIM https://github.com/technopagan/cjpeg-dssim
LazySizes https://github.com/aFarkas/lazysizes
Responsive Breakpoints http://www.responsivebreakpoints.com/
Cloudinary https://www.cloudinary.com
Tooling
Conclusion
Images and Video
can be Beautiful AND Fast
Contest – Win a €100 Amazon Gift Card
Optimize Images for Fast Page Load
Submit your entry by August 1 for a chance to win!
Code and tips: https://github.com/dougsillars/dougsillars.github.io
Entry form: http://bit.ly/FastImages
https://dougsillars.github.io

Más contenido relacionado

La actualidad más candente

Cis1-193-Rowe-Erin-exam 2 b(handson-lab)
Cis1-193-Rowe-Erin-exam 2 b(handson-lab)Cis1-193-Rowe-Erin-exam 2 b(handson-lab)
Cis1-193-Rowe-Erin-exam 2 b(handson-lab)erowe3
 
Parisjs fastvideoandimages
Parisjs fastvideoandimagesParisjs fastvideoandimages
Parisjs fastvideoandimagesDoug Sillars
 
Perf ug fastandbeautiful
Perf ug fastandbeautifulPerf ug fastandbeautiful
Perf ug fastandbeautifulDoug Sillars
 
PyconUK: Fast and Beautiful Images
PyconUK: Fast and Beautiful ImagesPyconUK: Fast and Beautiful Images
PyconUK: Fast and Beautiful ImagesDoug Sillars
 
Fast and Beautiful Images: PyConWeb
Fast and Beautiful Images: PyConWebFast and Beautiful Images: PyConWeb
Fast and Beautiful Images: PyConWebDoug Sillars
 
Performance and UX
Performance and UXPerformance and UX
Performance and UXPeter Rozek
 
Souders WPO Web2.0Expo
Souders WPO Web2.0ExpoSouders WPO Web2.0Expo
Souders WPO Web2.0Expoguest0b3d92d
 
Free Microsoft Apps
Free Microsoft AppsFree Microsoft Apps
Free Microsoft Appstarannau20
 

La actualidad más candente (8)

Cis1-193-Rowe-Erin-exam 2 b(handson-lab)
Cis1-193-Rowe-Erin-exam 2 b(handson-lab)Cis1-193-Rowe-Erin-exam 2 b(handson-lab)
Cis1-193-Rowe-Erin-exam 2 b(handson-lab)
 
Parisjs fastvideoandimages
Parisjs fastvideoandimagesParisjs fastvideoandimages
Parisjs fastvideoandimages
 
Perf ug fastandbeautiful
Perf ug fastandbeautifulPerf ug fastandbeautiful
Perf ug fastandbeautiful
 
PyconUK: Fast and Beautiful Images
PyconUK: Fast and Beautiful ImagesPyconUK: Fast and Beautiful Images
PyconUK: Fast and Beautiful Images
 
Fast and Beautiful Images: PyConWeb
Fast and Beautiful Images: PyConWebFast and Beautiful Images: PyConWeb
Fast and Beautiful Images: PyConWeb
 
Performance and UX
Performance and UXPerformance and UX
Performance and UX
 
Souders WPO Web2.0Expo
Souders WPO Web2.0ExpoSouders WPO Web2.0Expo
Souders WPO Web2.0Expo
 
Free Microsoft Apps
Free Microsoft AppsFree Microsoft Apps
Free Microsoft Apps
 

Similar a Turin webperf meetup

Fastandbeautiful seattlevue
Fastandbeautiful seattlevueFastandbeautiful seattlevue
Fastandbeautiful seattlevueDoug Sillars
 
Snowcamp fastandbeautiful
Snowcamp fastandbeautifulSnowcamp fastandbeautiful
Snowcamp fastandbeautifulDoug Sillars
 
Fastandbeautiful zagrebtechsauna
Fastandbeautiful zagrebtechsaunaFastandbeautiful zagrebtechsauna
Fastandbeautiful zagrebtechsaunaDoug Sillars
 
Fastandbeautiful vienna
Fastandbeautiful viennaFastandbeautiful vienna
Fastandbeautiful viennaDoug Sillars
 
Fastandbeautiful webinale
Fastandbeautiful webinaleFastandbeautiful webinale
Fastandbeautiful webinaleDoug Sillars
 
Fastandbeautiful gd glittlerock
Fastandbeautiful gd glittlerockFastandbeautiful gd glittlerock
Fastandbeautiful gd glittlerockDoug Sillars
 
Fastandbeautiful devfest london
Fastandbeautiful devfest londonFastandbeautiful devfest london
Fastandbeautiful devfest londonDoug Sillars
 
Mobile App Performance, Firenze
Mobile App Performance, FirenzeMobile App Performance, Firenze
Mobile App Performance, FirenzeDoug Sillars
 
Fastandbeautiful seattle css
Fastandbeautiful seattle cssFastandbeautiful seattle css
Fastandbeautiful seattle cssDoug Sillars
 
Fastandbeautiful gdg sacremento
Fastandbeautiful gdg sacrementoFastandbeautiful gdg sacremento
Fastandbeautiful gdg sacrementoDoug Sillars
 
Imagesandvideo voxxeddays
Imagesandvideo voxxeddaysImagesandvideo voxxeddays
Imagesandvideo voxxeddaysDoug Sillars
 
Devfest Siberia Fast and Beautiful Images and Video
Devfest Siberia Fast and Beautiful Images and VideoDevfest Siberia Fast and Beautiful Images and Video
Devfest Siberia Fast and Beautiful Images and VideoDoug Sillars
 
Edi react fastandbeautiful
Edi react fastandbeautifulEdi react fastandbeautiful
Edi react fastandbeautifulDoug Sillars
 
Fastandbeautiful krakow
Fastandbeautiful krakowFastandbeautiful krakow
Fastandbeautiful krakowDoug Sillars
 
Fastandbeautiful mobilewarsaw
Fastandbeautiful mobilewarsawFastandbeautiful mobilewarsaw
Fastandbeautiful mobilewarsawDoug Sillars
 
Fastandbeautiful chemnitz
Fastandbeautiful chemnitzFastandbeautiful chemnitz
Fastandbeautiful chemnitzDoug Sillars
 
Fastandbeautiful yglf
Fastandbeautiful yglfFastandbeautiful yglf
Fastandbeautiful yglfDoug Sillars
 
Fastandbeautiful novi sad
Fastandbeautiful novi sadFastandbeautiful novi sad
Fastandbeautiful novi sadDoug Sillars
 
Fastandbeautiful devdayseu
Fastandbeautiful devdayseuFastandbeautiful devdayseu
Fastandbeautiful devdayseuDoug Sillars
 

Similar a Turin webperf meetup (20)

Hackference
HackferenceHackference
Hackference
 
Fastandbeautiful seattlevue
Fastandbeautiful seattlevueFastandbeautiful seattlevue
Fastandbeautiful seattlevue
 
Snowcamp fastandbeautiful
Snowcamp fastandbeautifulSnowcamp fastandbeautiful
Snowcamp fastandbeautiful
 
Fastandbeautiful zagrebtechsauna
Fastandbeautiful zagrebtechsaunaFastandbeautiful zagrebtechsauna
Fastandbeautiful zagrebtechsauna
 
Fastandbeautiful vienna
Fastandbeautiful viennaFastandbeautiful vienna
Fastandbeautiful vienna
 
Fastandbeautiful webinale
Fastandbeautiful webinaleFastandbeautiful webinale
Fastandbeautiful webinale
 
Fastandbeautiful gd glittlerock
Fastandbeautiful gd glittlerockFastandbeautiful gd glittlerock
Fastandbeautiful gd glittlerock
 
Fastandbeautiful devfest london
Fastandbeautiful devfest londonFastandbeautiful devfest london
Fastandbeautiful devfest london
 
Mobile App Performance, Firenze
Mobile App Performance, FirenzeMobile App Performance, Firenze
Mobile App Performance, Firenze
 
Fastandbeautiful seattle css
Fastandbeautiful seattle cssFastandbeautiful seattle css
Fastandbeautiful seattle css
 
Fastandbeautiful gdg sacremento
Fastandbeautiful gdg sacrementoFastandbeautiful gdg sacremento
Fastandbeautiful gdg sacremento
 
Imagesandvideo voxxeddays
Imagesandvideo voxxeddaysImagesandvideo voxxeddays
Imagesandvideo voxxeddays
 
Devfest Siberia Fast and Beautiful Images and Video
Devfest Siberia Fast and Beautiful Images and VideoDevfest Siberia Fast and Beautiful Images and Video
Devfest Siberia Fast and Beautiful Images and Video
 
Edi react fastandbeautiful
Edi react fastandbeautifulEdi react fastandbeautiful
Edi react fastandbeautiful
 
Fastandbeautiful krakow
Fastandbeautiful krakowFastandbeautiful krakow
Fastandbeautiful krakow
 
Fastandbeautiful mobilewarsaw
Fastandbeautiful mobilewarsawFastandbeautiful mobilewarsaw
Fastandbeautiful mobilewarsaw
 
Fastandbeautiful chemnitz
Fastandbeautiful chemnitzFastandbeautiful chemnitz
Fastandbeautiful chemnitz
 
Fastandbeautiful yglf
Fastandbeautiful yglfFastandbeautiful yglf
Fastandbeautiful yglf
 
Fastandbeautiful novi sad
Fastandbeautiful novi sadFastandbeautiful novi sad
Fastandbeautiful novi sad
 
Fastandbeautiful devdayseu
Fastandbeautiful devdayseuFastandbeautiful devdayseu
Fastandbeautiful devdayseu
 

Más de Doug Sillars

Fastandbeautiful belfast
Fastandbeautiful belfastFastandbeautiful belfast
Fastandbeautiful belfastDoug Sillars
 
Ai powered images-pythonljubjana
Ai powered images-pythonljubjanaAi powered images-pythonljubjana
Ai powered images-pythonljubjanaDoug Sillars
 
Ai powered images-gdgtirana
Ai powered images-gdgtiranaAi powered images-gdgtirana
Ai powered images-gdgtiranaDoug Sillars
 
A rt gallery pantalks
A rt gallery pantalksA rt gallery pantalks
A rt gallery pantalksDoug Sillars
 
Ai powered images-sarajevo
Ai powered images-sarajevoAi powered images-sarajevo
Ai powered images-sarajevoDoug Sillars
 
A rt gallery hub387
A rt gallery hub387A rt gallery hub387
A rt gallery hub387Doug Sillars
 
Ai powered images-zurichpydata
Ai powered images-zurichpydataAi powered images-zurichpydata
Ai powered images-zurichpydataDoug Sillars
 
Ai powered images-opieaivienna
Ai powered images-opieaiviennaAi powered images-opieaivienna
Ai powered images-opieaiviennaDoug Sillars
 
A rt gallery devfestlondon
A rt gallery devfestlondonA rt gallery devfestlondon
A rt gallery devfestlondonDoug Sillars
 
A rt gallery cardiff
A rt gallery cardiffA rt gallery cardiff
A rt gallery cardiffDoug Sillars
 
Ai powered images-mobileera
Ai powered images-mobileeraAi powered images-mobileera
Ai powered images-mobileeraDoug Sillars
 
Fastandbeautiful oredev
Fastandbeautiful oredevFastandbeautiful oredev
Fastandbeautiful oredevDoug Sillars
 
A rt gallery oredev
A rt gallery oredevA rt gallery oredev
A rt gallery oredevDoug Sillars
 
A rt gallery webcamp-zg
A rt gallery webcamp-zgA rt gallery webcamp-zg
A rt gallery webcamp-zgDoug Sillars
 
Qa fest kiev_when its just too slow
Qa fest kiev_when its just too slowQa fest kiev_when its just too slow
Qa fest kiev_when its just too slowDoug Sillars
 
A rt gallery coding-serbia_novisad
A rt gallery coding-serbia_novisadA rt gallery coding-serbia_novisad
A rt gallery coding-serbia_novisadDoug Sillars
 
Belgrade when its just too slow
Belgrade when its just too slowBelgrade when its just too slow
Belgrade when its just too slowDoug Sillars
 

Más de Doug Sillars (20)

Fastandbeautiful belfast
Fastandbeautiful belfastFastandbeautiful belfast
Fastandbeautiful belfast
 
Ai powered images-pythonljubjana
Ai powered images-pythonljubjanaAi powered images-pythonljubjana
Ai powered images-pythonljubjana
 
Video js zagreb
Video js zagrebVideo js zagreb
Video js zagreb
 
Vkmdp cologne
Vkmdp cologneVkmdp cologne
Vkmdp cologne
 
Ai powered images-gdgtirana
Ai powered images-gdgtiranaAi powered images-gdgtirana
Ai powered images-gdgtirana
 
A rt gallery pantalks
A rt gallery pantalksA rt gallery pantalks
A rt gallery pantalks
 
Ai powered images-sarajevo
Ai powered images-sarajevoAi powered images-sarajevo
Ai powered images-sarajevo
 
A rt gallery hub387
A rt gallery hub387A rt gallery hub387
A rt gallery hub387
 
Ai powered images-zurichpydata
Ai powered images-zurichpydataAi powered images-zurichpydata
Ai powered images-zurichpydata
 
Ai powered images-opieaivienna
Ai powered images-opieaiviennaAi powered images-opieaivienna
Ai powered images-opieaivienna
 
A rt gallery devfestlondon
A rt gallery devfestlondonA rt gallery devfestlondon
A rt gallery devfestlondon
 
A rt gallery cardiff
A rt gallery cardiffA rt gallery cardiff
A rt gallery cardiff
 
Ai powered images-mobileera
Ai powered images-mobileeraAi powered images-mobileera
Ai powered images-mobileera
 
Fastandbeautiful oredev
Fastandbeautiful oredevFastandbeautiful oredev
Fastandbeautiful oredev
 
A rt gallery oredev
A rt gallery oredevA rt gallery oredev
A rt gallery oredev
 
A rt gallery webcamp-zg
A rt gallery webcamp-zgA rt gallery webcamp-zg
A rt gallery webcamp-zg
 
Qa fest kiev_when its just too slow
Qa fest kiev_when its just too slowQa fest kiev_when its just too slow
Qa fest kiev_when its just too slow
 
A rt gallery coding-serbia_novisad
A rt gallery coding-serbia_novisadA rt gallery coding-serbia_novisad
A rt gallery coding-serbia_novisad
 
Armadajs video
Armadajs videoArmadajs video
Armadajs video
 
Belgrade when its just too slow
Belgrade when its just too slowBelgrade when its just too slow
Belgrade when its just too slow
 

Último

A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?Igalia
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024The Digital Insurer
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfsudhanshuwaghmare1
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century educationjfdjdjcjdnsjd
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processorsdebabhi2
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfhans926745
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...Martijn de Jong
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonAnna Loughnan Colquhoun
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Scriptwesley chun
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024The Digital Insurer
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CVKhem
 

Último (20)

A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?A Year of the Servo Reboot: Where Are We Now?
A Year of the Servo Reboot: Where Are We Now?
 
Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024Finology Group – Insurtech Innovation Award 2024
Finology Group – Insurtech Innovation Award 2024
 
Boost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdfBoost Fertility New Invention Ups Success Rates.pdf
Boost Fertility New Invention Ups Success Rates.pdf
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
presentation ICT roal in 21st century education
presentation ICT roal in 21st century educationpresentation ICT roal in 21st century education
presentation ICT roal in 21st century education
 
Exploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone ProcessorsExploring the Future Potential of AI-Enabled Smartphone Processors
Exploring the Future Potential of AI-Enabled Smartphone Processors
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Tech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdfTech Trends Report 2024 Future Today Institute.pdf
Tech Trends Report 2024 Future Today Institute.pdf
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024Tata AIG General Insurance Company - Insurer Innovation Award 2024
Tata AIG General Insurance Company - Insurer Innovation Award 2024
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...2024: Domino Containers - The Next Step. News from the Domino Container commu...
2024: Domino Containers - The Next Step. News from the Domino Container commu...
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
Data Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt RobisonData Cloud, More than a CDP by Matt Robison
Data Cloud, More than a CDP by Matt Robison
 
Automating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps ScriptAutomating Google Workspace (GWS) & more with Apps Script
Automating Google Workspace (GWS) & more with Apps Script
 
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
Bajaj Allianz Life Insurance Company - Insurer Innovation Award 2024
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Real Time Object Detection Using Open CV
Real Time Object Detection Using Open CVReal Time Object Detection Using Open CV
Real Time Object Detection Using Open CV
 

Turin webperf meetup

Notas del editor

  1. 47% smaller!
  2. 1149 bytes, 700 Zipped
  3. 1149 bytes, 700 Zipped
  4. 1149 bytes, 700 Zipped
  5. 1149 bytes, 700 Zipped
  6. 1149 bytes, 700 Zipped
  7. 1149 bytes, 700 Zipped
  8. 47% smaller! Or 65% smaller from original!
  9. file:///Users/demo/Documents/reponsiveimages.html