Cloud Computing and Social
Networks
Ruay-Shiung Chang (張瑞雄)
Professor and Vice-President (教授兼副校長)
Department of Computer Science and Information Engineering National Dong Hwa University (國立東華大學)
Hualien, Taiwan March 11, 2011
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Outline
Introduction Cloud Computing Social Networks CC+SN: Issues Conclusions4
Introduction
“You can judge a leader by the size of the
problem he tackles. Other people can cope with the waves, it's his job to watch the tide.”
Antony Jay (a British Journalist)
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Introduction
Cloud computing and social networks?
What are their relationships?
We have these two things: social network and cloud computing. Many of us use at least one of them, if not both of them, almost every single day.
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Introduction
Introduction
What does global warming have to do with CC and SN?
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Introduction
Relationship model 1:
Use
To support that huge activity, Facebook operates at least nine data centers on both coasts of the
United States, and is in the process of building its first company-built data center in Oregon.
Introduction
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Introduction
For a company, what are people talking about you in social networks?
Introduction
Relationship model 3:
Extract
information
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Introduction
Relationship model 4:
Share
resources
Calgary Airport authority
in Canada uses Facebook
Connect to grant access
to their WiFi network.
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Introduction
Both CC and SN have great potentials.
Combining them has many possible applications.
Do you know the following words: twitterverse, tweetaholics, tweetheart, intexticated
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Cloud Computing
A style of computing where massively scalable IT-enabled capabilities are provided "as a
Cloud Computing
Driving forces
Data-Intensive Applications: Explosion of
applications and user-generated content, Petabyte in 2010, Exabyte in 2013, Zettabyte in 2015
Datacenter Pressures: Growing operational complexity and cost from infrastructure and application sprawls
Increased network capacity and availability
Rising Energy Cost & Green compliance
Shared Services Across Lines of Business
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Cloud Computing
First, a riddle!
君要臣死→猜一個網站的名稱 君要臣死,臣不得不死 亦即「非死不可」 Facebook.comunfriend
「刪除好友」
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Social Networks
Social Networks
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Fan page in Facebook
Social Networks
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Social Networks
New Generations
Generations X, Y, Z
Strawberry Generation
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Social Networks
Social China
Twitter, Facebook, YouTube, and others are blocked in China
If you plan to do business in China, you will need to understand China social sites.
Important China social networks
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Social Networks
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Issues
Green Information Technology (green cloud computing, green social networks, etc.)
Issues
Green data centers
Green for the environment
Organizations are under intense pressure to reduce their carbon footprints, even if they are growing and prospering. That pressure isn’t just coming from
environmentalists any more, but also from government, shareholders and customers.
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Issues
Green data centers
Green for the economy
Not only is electricity becoming a major expense in data centers, it is becoming the major expense for IT operations. And unfortunately, most of the
energy is wasted on overhead processes, rather than the value-creating computing itself.
Issues
Green data centers
Green for avoiding a stop light
Regardless of the cost or consequences of runaway power consumption, many data centers are simply running out of power capacity, based on the energy available in their facilities or even from their local grids, endangering the reliability of current
operations and preventing growth or addition of new capabilities without investing in new facilities.
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Issues
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PUE
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Issues
Lower power services
Gmail or Hotmail servers don’t need to be so powerful.
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Issues
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Issues
The power of CROWD (not cloud)
Issues
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Issues
Power to the People: 3 Tasty Crowdsourcing
Issues
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Issues
Data Mining in Social Networks
Only use a simple algorithm:
A friend’s friend may be my friend, Same email domain, etc.
Issues
Many kinds of metadata (friendships, fan pages, societies, videos, pictures, “like”s, messages, etc.) to handle
Social search
Search FB in Bing and search Tweet in Google
Many can be done for the recommendation system
Recommend fan pages, societies, new wall postings, new pictures, new videos, etc.
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Issues
Data mining in Facebook
The most influential friend
The closest friend
Clique of friends
…
Data mining in Twitter
The most influential twitterer
The most influential tweet
The most popular twitterer
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Issues
The most important twitterer for a trending topic
Issues
Data mining applications in fighting crimes and terrorists
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Issues
Issues
Conclusions
“Cloud computing and social networks are two of the more powerful movements in the web 2.0
space.
So the potential of social media and the cloud integrating is compelling to say the least.
Need customer service applications that try to capture the crowdsourced pools of knowledge
floating across the internet from sites like Google, Facebook and Amazon, and then uses this
information to better equip commercial customer service operations with useful knowledge.
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Conclusions
Social networks are becoming much more than an online gathering of friends; Facebook and Twitter are becoming destinations for ideation,
e-commerce and marketing.
It’s of no surprise that companies want an easy and simple way to capture all of the information that is relevant to their businesses and then leverage this knowledge to improve customer service.
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