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VRIJE
UNIVERSITEIT
AMSTERDAM
Ivano Malavolta
Assistant professor
Vrije Universiteit Amsterdam
Beyond Native Apps:
Web Technologies to the Rescue!
VRIJE
UNIVERSITEIT
AMSTERDAM
VRIJE
UNIVERSITEIT
AMSTERDAM
iOS developer
Who’s speaking?
2009
Android developer2010
Cross-platform developer2011
Instructor on mobile apps development
for 5 years
2012
VRIJE
UNIVERSITEIT
AMSTERDAM
2014
2016
Assistant professor at
the GREEN LAB
Empirical research on mobile apps
VRIJE
UNIVERSITEIT
AMSTERDAM
Roadmap
Questions
Mobile development strategies
Who’s speaking?
Web-based hybrid apps
Progressive web apps
Research opportunities
VRIJE
UNIVERSITEIT
AMSTERDAM
NATIVE
APP
01010101010101101010
1010101011011010
010101010101011101
010101010101011010
PLATFORM APIs
Native
Development strategies
VRIJE
UNIVERSITEIT
AMSTERDAM
• rich user interfaces and heavy graphics
• work offline
• visibility via stores
• slow iteration pace (stores mediation)
• no indexing by search engines
• FRAGMENTATION
PROS
CONS
Native apps
NATIVE
APP
01010101010101101010
1010101011011010
010101010101011101
010101010101011010
PLATFORM APIs
VRIJE
UNIVERSITEIT
AMSTERDAM
Fragmentation
Objective
-C
code
Swift
code
XCode
Java
code
C++
code
Eclipse
C#
code
C++
code
Visual Studio
JS
code
VRIJE
UNIVERSITEIT
AMSTERDAM
NATIVE
APP
01010101010101101010
1010101011011010
010101010101011101
010101010101011010
PLATFORM APIs
Native
Development strategies
BROWSER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
Web
VRIJE
UNIVERSITEIT
AMSTERDAM
• fast development
• simple maintenance and updates
• cross-platform
• 2-steps access
– they are launched via a browser
• do not work offline
• no background activities
– e.g. geofencing
• poor access to system APIs
– e.g. push notifications, contacts, etc.
Web apps
PROS
CONS
VRIJE
UNIVERSITEIT
AMSTERDAM
BROWSER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
NATIVE
WRAPPER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
PLATFORM APIs
NATIVE
APP
01010101010101101010
1010101011011010
010101010101011101
010101010101011010
PLATFORM APIs
Native Web
Hybrid
Web-based hybrid apps
VRIJE
UNIVERSITEIT
AMSTERDAM
Web-based hybrid mobile apps
Single code base
Bridge API
VRIJE
UNIVERSITEIT
AMSTERDAM
Example of API usage
var options = {
enableHighAccuracy: true,
maximumAge: 3000,
timeout: 5000
};
navigator.geolocation.getCurrentPosition(win, fail, options);
function win(pos) {
var el = ‘<div>Latitude: ‘ + pos.coords.latitude + '</div>’;
el += ‘<div>Longitude: ‘ + pos.coords.longitude + '</div>’;
el += ‘<div>timestamp: ‘ + pos.timestamp + '</div>’;
$(‘#block’).html(el);
}
function fail(err) {
console.log(err.code);
}
http://i0.wp.com/www.phonegap.co.in/wp-content/uploads/2015/07/device_axes.jpg
VRIJE
UNIVERSITEIT
AMSTERDAM
Where are hybrid mobile apps?
What is the difference between hybrid and
native mobile apps as perceived by end users?
Developer
End users
creates download
& use
App
STUDY 1
[S1]
STUDY 2
[S2]
Are hybrid mobile apps published in the Google Play
Store? What are their main traits?S1
S2
VRIJE
UNIVERSITEIT
AMSTERDAM
We analysed hybrid mobile apps
• in their actual context of use
• with a reproducible empirical strategy
– dataset comprising 11,917 real apps
and 3,041,315 user reviews
– dedicated analysis process and tool
Design of the study
Complete replication packages:
• http://cs.gssi.infn.it/ms_2015
• http://cs.gssi.infn.it/hybrid googleplay analysis
Analysis tool : http://github.com/GabMar/ApkCategoryChecker
VRIJE
UNIVERSITEIT
AMSTERDAM
Where are hybrid mobile apps?
Data-intensive
mobile apps
Apps with closer interaction
with the Android platform
Winners, in line with
informal claims
VRIJE
UNIVERSITEIT
AMSTERDAM
Web-based hybrid apps
• cross-platform portability
• reuse of existing knowledge of web
developers
• simpler and less expensive development
process
• inherit some cons of native apps
• restricted access to system APIs
• (slight) decrease in performance
PROS
CONS
VRIJE
UNIVERSITEIT
AMSTERDAM
BROWSER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
NATIVE
WRAPPER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
PLATFORM APIs
NATIVE
APP
01010101010101101010
1010101011011010
010101010101011101
010101010101011010
PLATFORM APIs
Native Web
Hybrid
Progressive web apps
Progressive
BROWSER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
Service
workers
VRIJE
UNIVERSITEIT
AMSTERDAM
The journey of a PWA
1. The user accesses the website as usual
https://goo.gl/KIZydg
VRIJE
UNIVERSITEIT
AMSTERDAM
The journey of a PWA
1. The user accesses the website as usual
2. After the 3rd-4th visit, the website asks
to be installed
https://goo.gl/KIZydg
VRIJE
UNIVERSITEIT
AMSTERDAM
The journey of a PWA
1. The user accesses the website as usual
2. After the 3rd-4th visit, the website asks
to be installed
3. The user can decide to add the app to
the home screen
https://goo.gl/KIZydg
VRIJE
UNIVERSITEIT
AMSTERDAM
The journey of a PWA
1. The user accesses the website as usual
2. After the 3rd-4th visit, the website asks
to be installed
3. The user can decide to add the app to
the home screen
4. From now on, the app is top-level, full-
screen, and can receive push
notifications
https://goo.gl/KIZydg
VRIJE
UNIVERSITEIT
AMSTERDAM
Components of a PWA
HTTPS
Web
Manifest
Service
workers
{
"name": "MyApplication",
"short_name": "MyApp",
"scope": "./webApp/",
"orientation": "portrait",
"display": "fullscreen",
"background_color": "#fff",
"description": "A simple application for testing.",
"icons": [{
"src": "images/touch/homescreen48.png",
"sizes": "48x48",
"type": "image/png"
}, ...
}],
...
}
VRIJE
UNIVERSITEIT
AMSTERDAM
Service worker
Implemented in JavaScript
Multithreading
→ it runs in a separate thread w.r.t.
the main thread
Used for:
• content caching
– offline functionality
• push notifications
• background operations
VRIJE
UNIVERSITEIT
AMSTERDAM
Offline-first experience
App
Service
worker
response
response
request
Backend
Offline cache
this.addEventListener('fetch', function(event) {
event.respondWith(
caches.match(event.request).then(function(response){
return response || fetch(event.request);
});
);
});
VRIJE
UNIVERSITEIT
AMSTERDAM
Progressive web apps
• cross-platform portability
• based on Web standards
• offline support + caching
• background operations
• access to system APIs
– work in progress
• first access in 2 steps
• no visibility in the stores
• not yet supported by Safari and IE
PROS
CONS
BROWSER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
Service
workers
VRIJE
UNIVERSITEIT
AMSTERDAM
Roadmap
Questions
Mobile development strategies
Who’s speaking?
Web-based hybrid apps
Progressive web apps
Research opportunities
VRIJE
UNIVERSITEIT
AMSTERDAM
Investigate on quality properties
A. I. Wasserman. Software Engineering Issues for Mobile Application Development. In Proceedings of the FSE/SDP
Workshop on Future of Software Engineering Research, pages 397–400, 2010.
MobileSoft 2016
VRIJE
UNIVERSITEIT
AMSTERDAM
PWAs not investigated yet
PWAs have been advertised as:
• performance boosters
• network savers
• providers of better UX
However…
VRIJE
UNIVERSITEIT
AMSTERDAM
Offline-first experience
App
Service
worker
response
response
request
Backend
Offline cache
this.addEventListener('fetch', function(event) {
event.respondWith(
caches.match(event.request).then(function(response){
return response || fetch(event.request);
});
);
});
WWW 2016
VRIJE
UNIVERSITEIT
AMSTERDAM
• cache state
– eg, cold vs warm vs hot cache
• 2G vs wi-fi
• low-end vs high-end devices
• different browsers
PWAs not investigated yet
… and on energy consumption?
What is the impact of service workers performance?
VRIJE
UNIVERSITEIT
AMSTERDAM
How the actual users perceive mobile apps on different platforms?
Cross-platform studies
Focus on
• difference of ratings across stores (Google Play vs Apple)
• difference of perceptions across user bases
– value
– performance
– bugginess
• difference of performance or energy consumption across
platforms?
What are the traits of (hybrid) apps on different platforms?
VRIJE
UNIVERSITEIT
AMSTERDAM
• Alexa’s top 1M
– http://www.alexa.com/topsites
• Awesome PWA
– http://github.com/hemanth/awesome-pwa
• PWA Rocks
– https://pwa.rocks
• Alexa’s top 1M
Where can I find web-based mobile
apps?
Web apps
Progressive web apps
VRIJE
UNIVERSITEIT
AMSTERDAM
Where can I find web-based mobile
apps?
Hybrid apps
• Existing datasets dedicated to hybrid apps
– http://cs.gssi.infn.it/hybrid_googleplay_analysis
• App store mining + hybrid apps identifier
MobileSoft 2015
VRIJE
UNIVERSITEIT
AMSTERDAM
PROBLEM 1: mining app stores returns only the LATEST version of
the app
à SOLUTION: find some repo in GitHub with all the past
versions of the code
à PROBLEM 2: many toy or dismissed apps
à SOLUTION: search apps that are in BOTH GitHub
and app stores!
GitHub + App store mining
ICSME 2016
VRIJE
UNIVERSITEIT
AMSTERDAM
Conclusions
VRIJE
UNIVERSITEIT
AMSTERDAM
Fragmentation
Objective
-C
code
Swift
code
XCode
Java
code
C++
code
Eclipse
C#
code
C++
code
Visual Studio
JS
code
VRIJE
UNIVERSITEIT
AMSTERDAM
PROBLEM 1: mining app stores returns only the LATEST version of
the app
à SOLUTION: find some repo in GitHub with all the past
versions of the code
à PROBLEM 2: many toy or dismissed apps
à SOLUTION: search apps that are in BOTH GitHub
and app stores!
GitHub + App store mining
ICSME 2016
VRIJE
UNIVERSITEIT
AMSTERDAM
BROWSER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
NATIVE
WRAPPER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
PLATFORM APIs
NATIVE
APP
01010101010101101010
1010101011011010
010101010101011101
010101010101011010
PLATFORM APIs
Native Web
Hybrid
Progressive web apps
Progressive
BROWSER
<html>
<head>
<script src=” ...” />
</head>
<body>
...
Service
workers
VRIJE
UNIVERSITEIT
AMSTERDAM
Investigate on quality properties
A. I. Wasserman. Software Engineering Issues for Mobile Application Development. In Proceedings of the FSE/SDP
Workshop on Future of Software Engineering Research, pages 397–400, 2010.
MobileSoft 2016
Contact
Ivano Malavolta |
Assistant professor
Vrije Universiteit Amsterdam
iivanoo
i.malavolta@vu.nl
www.ivanomalavolta.com
VRIJE
UNIVERSITEIT
AMSTERDAM
References
Ivano Malavolta. Web-based hybrid mobile apps: state of the practice and
research opportunities. International Conference on Mobile Software
Engineering and Systems (MOBILESoft), Austin, Texas, USA, May 14-22,
2016, pp. 241–242.
M.E.Joorabchi,A.Mesbah,andP.Kruchten. Real Challenges in Mobile App
Development. In ESEM, 2013.
A. I. Wasserman. Software Engineering Issues for Mobile Application
Development. In Proceedings of the FSE/SDP Workshop on Future of
Software Engineering Research, pages 397–400, 2010.
[S1] Ivano Malavolta, Stefano Ruberto, Valerio Terragni, Tommaso Soru.
Hybrid Mobile Apps in the Google Play Store: an Exploratory Investigation.
International Conference on Mobile Software Engineering and Systems
(MOBILESoft), ACM, 2015.
[S2] Ivano Malavolta, Stefano Ruberto, Valerio Terragni, Tommaso Soru.
End Users' Perception of Hybrid Mobile Apps in the Google Play
Store. IEEE International conference on Mobile Services (MS), IEEE, 2015.

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