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Delivery Strategies
          From idea to delivery:
          apps don’t deploy themselves




Thursday, June 17, 2010
So you have a new app.




Thursday, June 17, 2010
Julien Smith, Bitnorth09
Thursday, June 17, 2010

It’s going to make everything better.
Thursday, June 17, 2010

You’ll collaborate!




                                                http://www.flickr.com/photos/pagedooley/2811157950/
http://www.flickr.com/photos/adamkr/4650637393/
Thursday, June 17, 2010

You’ll be more productive, leaping over obstacles easily.
http://www.flickr.com/photos/joleson/1215644931/
Thursday, June 17, 2010

The road ahead will be clear; you’ll make better decisions.
Photo by Alan Cleaver from his Flicker Freestock set. Thanks, Alan!
                               http://www.flickr.com/photos/alancleaver/2638883650/
Thursday, June 17, 2010

You’ll save money!
http://www.flickr.com/photos/ashevillein/2421648773/
Thursday, June 17, 2010

Revenues will soar!
Thursday, June 17, 2010

...so why are you so
nervous?
What we’ll cover


               The democratization of IT
               Understanding your constraints and goals
               Possible delivery strategies




Thursday, June 17, 2010
1950                 1960   1970     1980   1990     2000     2010

          Government

                   Military

                                 Business

                                            Hobbyist

                                                  Consumer Internet

                                                        Consumer lifestyle

                                                                  Media

Thursday, June 17, 2010

Think about the evolution of computing.
Where’s the risk?
       1970:                         1980:         1990:          2000:
     The right                     The right      The right      The right
     hardware                     application    integration     adoption


                          Client-server        Vendor
                                                           Web, SaaS, XML
                          architectures      dominance




                                                                     Enterprise
                                                               application adoption is
                                                                  the new frontier

Thursday, June 17, 2010
Why this happened
          Disruption and the democratization of IT




Thursday, June 17, 2010
http://www.flickr.com/photos/harshlight/3235469361
Thursday, June 17, 2010
Once, IT was a monopoly.
http://www.flickr.com/photos/theclevelandkid24/4251408727/
Thursday, June 17, 2010
Today, it’s a free market. The line of business has tremendous choice in what it owns, runs, and uses.
http://www.flickr.com/photos/hyku/2039448524/
Thursday, June 17, 2010
The boardroom loves this: instead of managing machines, they manage services.
http://www.flickr.com/photos/ukanda/4455286483/
Thursday, June 17, 2010
But enterprise IT doesn’t like it much, because it forces them to compete, and puts them side-by-side with organizations that
spend their entire day doing detailed usage and billing.
http://en.wikipedia.org/wiki/Adam_Smith
Thursday, June 17, 2010
It’s not all bad, though. There’s a lot to be learned from a transition from monopoly to a free market.
Two reasons.




Thursday, June 17, 2010
There were a couple of reasons IT was a monopoly for so long.
http://www.flickr.com/photos/brewbooks/3319730327/
                    (16MB)
Thursday, June 17, 2010
First, the machines were expensive. That meant they were a scarce resource, and someone had to control what we could do with
them.
http://www.flickr.com/photos/argonne/4563394851/
Thursday, June 17, 2010
Second, they were complicated. It took a very strange sect of experts to understand them. AVIDAC, Argonne's first digital
computer, began operation in January 1953. It was built by the Physics Division for $250,000. Pictured is pioneer Argonne
computer scientist Jean F. Hall.

AVIDAC stands for "Argonne Version of the Institute's Digital Automatic Computer" and was based on the IAS architecture
developed by John von Neumann.
http://www.flickr.com/photos/ebeam/3586287989/
Thursday, June 17, 2010
This was also a result of scarcity. When computers and humans interact, they need to meet each other halfway. But it takes a lot
of computing power to make something that’s easy to use;
http://www.flickr.com/photos/ecastro/3053916892/
Thursday, June 17, 2010
in the early days of computing, humans were cheap and machines weren’t
http://www.flickr.com/photos/binaryape/458758810/
Thursday, June 17, 2010
 So we used punched cards,
http://50ans.imag.fr/images/galerie/Source/IBM-1130-1.jpg
Thursday, June 17, 2010
and switches,
http://honeynet.onofri.org/scans/scan22/sol/submission/reverse.jpg
Thursday, June 17, 2010
and esoteric programming languages like assembler.
http://www.flickr.com/photos/flem007_uk/4211743886/
Thursday, June 17, 2010
Think about what a monopoly means.
http://www.flickr.com/photos/caveman_92223/3531128799/
Thursday, June 17, 2010
A monopoly was once awarded for a big project beyond the scope of any one organization, but needed for the public good.
http://www.flickr.com/photos/athomeinscottsdale/2850893998/
Thursday, June 17, 2010
Sometimes, nobody wants the monopoly—like building the roads.
Thursday, June 17, 2010
For the most part, governments have a monopoly on roadwork, because it’s something we need, but the benefits are hard to
quantify or charge back for.
http://www.flickr.com/photos/leokoivulehto/2257818167/
Thursday, June 17, 2010
(IT’s been handed many of these thankless tasks over the years, and the business has never complained.)
http://www.flickr.com/photos/crobj/4148482980/
Thursday, June 17, 2010
The only time we can charge back for roads are when the resource is specific and billable: a toll highway, a bridge.
http://en.wikipedia.org/wiki/File:Bell_System_hires_1900_logo.PNG
Thursday, June 17, 2010
Sometimes, we form a company with a monopoly, or allow one to operate, in order to build something or allow an inventor to
recoup investment. This is how we got the telephone system, or railways.
For much of its history, AT&T and its Bell System functioned as
          a legally sanctioned, regulated monopoly.
          The US accepted this principle, initially in a 1913 agreement
          known as the Kingsbury Commitment.
          Anti-trust suit filed in 1949 led in 1956 to a consent decree
          whereby AT&T agreed to restrict its activities to the regulated
          business of the national telephone system and government
          work.
          Changes in telecommunications led to a U.S. government
          antitrust suit in 1974.
          In 1982 when AT&T agreed to divest itself of the wholly owned
          Bell operating companies that provided local exchange service.
          In 1984 Bell was dead. In its place was a new AT&T and seven
          regional Bell operating companies (collectively, the RBOCs.)
                                                                    http://www.corp.att.com/history/history3.html
Thursday, June 17, 2010
When monopolies are created with a specific purpose, that’s good. But when they start to stagnate and restrict competition, we
break them apart.
http://www.flickr.com/photos/ktylerconk/4096965228/
Thursday, June 17, 2010
In fact, there’s a lot of antitrust regulation that prevents companies from controlling too much of something because they can
stifle innovation and charge whatever they want. That’s one of the things the DOJ does.
First: Monopoly good.




Thursday, June 17, 2010
In other words, early on monopolies are good because they let us undertake hugely beneficial, but largely unbillable, tasks.
Then: Monopoly bad.




Thursday, June 17, 2010
Later, however, they’re bad because they reduce the level of creativity and experimentation.
http://www.flickr.com/photos/wikidave/2867257631/




Thursday, June 17, 2010
Today, computing is cheap. We can buy many times the compute power of the Apollo missions with a swipe of a credit card.
http://www.flickr.com/photos/mbrubeck/4460320021/




Thursday, June 17, 2010
It’s also not complicated. Everyone can use a computer. Because today, the computer is cheap and the human’s expensive we
spend so much time on user interfaces, from GUIs to augmented reality to touchscreens to voice control to geopresence.
http://www.flickr.com/photos/raneko/4203965136/
Thursday, June 17, 2010
What used to take a long time to procure, configure, and deploy is now a mouseclick.
http://www.flickr.com/photos/flem007_uk/4211743434/




Thursday, June 17, 2010
The lesson of monopolies is an important one. When a monopoly set out to build a railroad, it didn’t spend a lot of time asking
potential travelers what they wanted.
http://www.flickr.com/photos/dok1/4547024596/
Thursday, June 17, 2010
When you’re building something huge and expensive, you build what you want, and expect people to be grateful for it.
http://www.flickr.com/photos/mmbrown/3102707594/
Thursday, June 17, 2010
But today’s IT user is driving IT requirements.
Thursday, June 17, 2010
They can shop around—choosing SaaS, clouds, and internal IT according to their business requirements.
http://www.codeproject.com/KB/miscctrl/ScriptStudio.aspx                                                       Wufoo.com

Thursday, June 17, 2010
They’re increasingly able to build the applications themselves, but expect IT to deliver smooth, fast platforms on which to
experiment.
USERS


                                                            APPS



                                                  PLATFORMS



                                                   HARDWARE

Thursday, June 17, 2010
It’s an inversion of the traditional IT “pyramid”, where the hardware dictates the platforms, which in turn dictates, the apps,
which dictates what users can do.
USERS




                                                          APPS




                                                   PLATFORMS



                                                    HARDWARE



Thursday, June 17, 2010
Today, what users want to do drives the apps they use, which drives the platforms and the hardware.
Three really big changes.




Thursday, June 17, 2010

We’ve had big changes since that time. The first was client-server computing: the idea that
not everything lived in a mainframe, and some things worked well on the desktop. Software
like Visicalc—the first spreadsheet—were useful for businesses, even those who couldn’t
afford a mainframe.
http://www.flickr.com/photos/scriptingnews/3471500626/
Thursday, June 17, 2010

We’ve had big changes since that time. The first was client-server computing: the idea that
not everything lived in a mainframe, and some things worked well on the desktop. Software
like Visicalc—the first spreadsheet—were useful for businesses, even those who couldn’t
afford a mainframe.
http://en.wikipedia.org/wiki/File:NCSA_Mosaic.PNG
Thursday, June 17, 2010

A second big change was the Web. This browser-based model made computing accessible to
the masses. As a result, it became part of society, and everyone knew how to work it. These
days, you don’t have to teach a new hire how to use a web browser: they know what links do;
what the back button is; and so on.
!"#$%%&&&'()*+,'*-.%#!-/-0%#)1234566)*/%789:;7<=>%?
Thursday, June 17, 2010

A third change is the move to mobility. This has been bigger overseas, where the mobile
phone is the dominant way of accessing the Internet, but it’s still a shift to the always-
connected, always-on lifestyles we lead today.
Now here come clouds




Thursday, June 17, 2010

We’ve had big changes since that time. The first was client-server computing: the idea that
not everything lived in a mainframe, and some things worked well on the desktop. Software
like Visicalc—the first spreadsheet—were useful for businesses, even those who couldn’t
afford a mainframe.
http://www.flickr.com/photos/jamesjordan/2751393381/
Thursday, June 17, 2010

Cloud computing is an approach to computing that’s more flexible and lets organizations
focus on their core business by insulating them from much of the underlying IT work.
http://www.flickr.com/photos/juniorvelo/3577399832/
Thursday, June 17, 2010

At its most basic, it’s computing as a utility – pay for what you need, when you need it, rather
than paying for it all up front.
Picking a delivery strategy
          Identifying your constraints




Thursday, June 17, 2010
Square pegs
          Does how your app will be used match the goals
          you have for it?




Thursday, June 17, 2010
One to one                                   One to many


                           http://exzanian.blogspot.com/2009/04/zuma-news-only-blip-on-world-radar.html
                                        http://www.scottpargettphotography.com/images/photos/crowd.jpg
Thursday, June 17, 2010

First, think about the flow of communication and process. Is your intended use one-to-one,
or one-to-many?
!

                          Simple                                 Detailed



Thursday, June 17, 2010

Then think about message complexity. Are you sending quick, brief information; or very
detailed data?
Community
            Detailed       Email                                   Article
                                                            Blog
                                          Private           post
                                           wiki

                              Forum                 Google
                             comment                group
                                                                   Forum
                                           Linkedin                 post
                                IRC         profile
                                            change
                                                              Blog
                                                            comment




                                                                             Complexity
                                      Facebook
                                       status
                                       update
                           IM                                Twitter
                Simple
                          One to one                   One to many
Thursday, June 17, 2010

Form follows function: The dimensions of enterprise software. The reality is that every kind of
interaction is unique. Some are private, one-to-one; others are open to everyone. Some are
brief snippets; others, detailed prose. Different apps are better for different kinds of
interaction; others won’t feel natural.
Operational constraints
          What are the rules and limitations to consider?




Thursday, June 17, 2010
Is performance acceptable?




Thursday, June 17, 2010
Figure 3          Interactive user productivity versus computer response time for human-intensive
                                                  interactions for system A

                                E 600
                                          -
                                3

                                T                                                         -"   INTERACTIVE USER PRODUCTIVITY (IUP)
                                w
                                                                                          -HUMAN-INTENSIVE COMPONENT OF IUP
                                7                                                              MEASURED DATA (HUMAN-INTENSIVE

                                E 500 -
                                                                                           A
                                z                                                          "   COMPONENT)
                                U
                                E


                                -
                                w
                                E             0

                                >
                                -
                                >
                                -         -
                                    400
                                3
                                n
                                F
                                2
                                                  0
                                                      0



                                    300   -



                                    200   -




                                    100   -
                                                                                                                           0




                                      0-                  I             1             I                I               I
                                          0               1             2             3               4               5
                                                                                                            COMPUTER RESPONSE TIME (SI




                          (1981) A. J. Thadhani, IBM Systems Journal, Volume 20, number 4
Thursday, June 17, 2010

There’s a study fromThe human-intensive component of IUP is computed by using between
                     IBM in 1981 that shows strong evidence of the relationship
performance and productivity.period 1 interactions, instead of all TSO interactions in more
                    completed As systems get faster, users get EXPONENTIALLY
productive.         Equation 1.

                                When the number of logged-on users on the systemis small, it is
                                possible for afew users to have aninordinately large effect on the
                                aggregate user work, and hence bias theresults.To minimize
                                bias, all data with fewer than twenty-five logged-on users were
                                excluded from the analysis. Furthermore, to minimize the effect
                                of changes in the aggregate user work at different times of the
http://www.flickr.com/photos/billselak/366692332/




       Thursday, June 17, 2010
            How fast can you afford? Sure, instantaneous is good, but it also costs an infinite amount.
Customization




Thursday, June 17, 2010

How many people want to customize their word processor?
http://www.codeproject.com/KB/miscctrl/ScriptStudio.aspx   Wufoo.com

Thursday, June 17, 2010

Remember those drag-and-drop, parametric screens?
Thursday, June 17, 2010

Many SaaS providers are adding customization and scripting that blurs the lines of what’s a
cloud, and what’s an app, and what’s a programming language. Now that you can write code
for Google Apps -- as in this example of a script that sends custom driving directions to
everyone in a spreadsheet -- the distinction is less and less clear.
The turnkey/tuning tradeoff.




Thursday, June 17, 2010
Standardized

                                          Easy            Impossible




                                         Sloppy                Easy
                          Tailored

                                     Slow,             Fast/lean, with
                                     inefficient    economies of scale

Thursday, June 17, 2010

Unfortunately, there’s a tradeoff here -- everyone wants fast, cheap, and customized. You
can only have two. The more tailored your IT systems are, the more you’ll be paying for them
and the slower they’ll be. At the same time, if you use the same applications and processes
as everyone else you may sacrifice important differentiators.
http://www.flickr.com/photos/andrewparnell/2738598951/
Thursday, June 17, 2010

An increasingly important criteria is the ability to connect existing systems to new ones.
Whether this is legacy applications (for authentication, data exchange, or single sign-on); or
to third-party customers and partners, the ability to link your systems to others is a huge
deal.
Thursday, June 17, 2010

This is one of the reasons a thriving ecosystem around a platform is so important -- because
it’s an indicator of ability to develop to the platform, as well as a starting point for integration
and extension.
http://www.flickr.com/photos/oobrien/7597395/
Thursday, June 17, 2010

Then there’s compliance and security. This may include geographic and legislative issues
(where you can put your data) as well as auditing and logging (some industries require
physical collection by a separate system.)
Security is a...

                           Reason to avoid clouds
                                   23%
                                         Reason to move to clouds
                                                   43%


                                        No opinion
                                           34%



                  http://www.thewhir.com/web-hosting-news/102309_IT_Firms_Skeptical_About_Cloud_PEER_1_Study
Thursday, June 17, 2010

This isn’t just about avoiding on-demand systems. The odds are good that many cloud
providers are better at security than you are.
Budget & operating
          constraints
          What can you afford to take on?




Thursday, June 17, 2010
Airfare


                            DNS


                           Cloud

                           Public
                           transit

                          Important
                           research

                            Hotel




Thursday, June 17, 2010
Affordability
Money spent


                              Point at which
                              it’s cheaper to
                               buy than rent




                                                              Time (years)
Thursday, June 17, 2010

The economics of renting versus buying apply here, too, since the investment is approaching
zero. The traditional way of looking at this is to compare an upfront investment to the rental
model of a lesser investment (integration, training) and a pay-as-you-go cost.
Money spent


                                                       Cheaper to rent
                                                         for longer




                                                               Time (years)
Thursday, June 17, 2010

Several things have changed in recent years in this respect. First, the upfront investment of a
pay-as-you-go model has dropped: everyone knows how to use a browser; everyone can
access things remotely; vendors have trial models; and so on. So it takes longer to get to the
point where it’s cheaper to run your own thing.
Unforeseen
                          costs of owning
         Money spent




                                                             Time (years)
Thursday, June 17, 2010

There’s also the impact of owning things. Often, IT is a distraction; we make decisions based
on existing investments, which means we don’t change things when we can, which means we
become less agile.
Money spent


                                                        Efficiencies from
                                                         economies of
                                                        scale passed on
                                                          to customers




                                                             Time (years)
Thursday, June 17, 2010

There’s also the impact of owning things. Often, IT is a distraction; we make decisions based
on existing investments, which means we don’t change things when we can, which means we
become less agile.
5 year planning horizon

                       6 months
         Money spent




                          Payoff time




                                                             Time (years)
Thursday, June 17, 2010

But even if you ignore all of these, here’s why pay-as-you-go wins more and more often:
Your time horizon isn’t what it used to be. By the time you’ve paid off your in-house
investment, your business will have changed in order to adapt, and you’ll be after something
else.
Ease of adoption
          How readily will your users take to it?




Thursday, June 17, 2010
Thursday, June 17, 2010

Existing standards: why do you know what to do here?
Thursday, June 17, 2010

Learning curve is okay; in fact, it’s recommended. Think what it would be like to have to use
a wizard every time you wanted to do something.
Thursday, June 17, 2010

Consider Excel: most beginners can grasp it easily; but it’s designed to allow experts to be
more productive. This is essential when evaluating how readily your user base will adopt
something -- not just on day one, but on day fifty, when they’re expected to be fast and
error-free.
http://www.flickr.com/photos/farhannasir/4577508824/




     Thursday, June 17, 2010

           Also consider the impact of mobility, and new platforms. Will your users be able to adopt the
           application in all the places they work?
App/usage fit: Does app function match planned use?
                     Is the flow of information the right degree of open?
                     Do users work at the right degree of information detail?

               Operational constraints
                     Will it perform fast enough to make users productive?
                     Can I customize it to my business without making it suck?
                     Can I connect it to myself and my partners?
                     Does it comply with legal, privacy, security requirements?

               Budget & operating constraints
                     How does it embody new payment models (freemium, etc.)?
                     Do I understand the ROI & TCO of my chosen approach?

               Ease of adoption
                     Does it use existing standards & conventions my users know?
                     Can first-timers use it, but experts be fast & efficient?
                     Will it work in mobile, disconnected, touch UI, etc.?
Thursday, June 17, 2010

Here’s a quick recap of the criteria we just saw.
Possible delivery strategies
          Platforms & business models to choose from.




Thursday, June 17, 2010

Okay, now let’s look at some of the platforms and business models you can use for this.
Dedicated                On-premise          Virtual                 Third-party
  hardware                private clouds   private clouds             public clouds




Thursday, June 17, 2010

There’s a spectrum of platforms out there on which you can run an application.
Bare metal
          (this is your computer)




Thursday, June 17, 2010

First, there’s bare metal.
http://techyshit.com/15-computer-ads-from-the-past-1950-1980/
Thursday, June 17, 2010

It’s pretty cheap. The vast majority of costs -- sometimes as much as five times the cost of
the hardware -- come from operating it, powering it, cooling it, and so on.
Virtual machines
          Still yours...




Thursday, June 17, 2010

Then there’s virtualization.
http://www.flickr.com/photos/mynameisharsha/4092086880
Thursday, June 17, 2010
The	
  step-­‐func7on	
  nature	
  of	
  bare-­‐metal	
  dedicated	
  machines	
  doesn’t	
  distribute	
  workload	
  very	
  efficiently.
http://www.flickr.com/photos/h4ck/2413562108/




     Thursday, June 17, 2010

          Virtualization lets us put many workloads on a single machine
http://www.flickr.com/photos/stawarz/3538910787/
Thursday, June 17, 2010
Once	
  workloads	
  are	
  virtualized,	
  several	
  things	
  happen.	
  First,	
  they’re	
  portable
http://www.flickr.com/photos/swimparallel/3391592144/
Thursday, June 17, 2010
Second,	
  they’re	
  ephemeral.	
  That	
  is,	
  they’re	
  short-­‐lived:	
  Once	
  people	
  realize	
  that	
  they	
  don’t	
  have	
  to	
  hoard	
  machines,	
  they	
  spin	
  them	
  up	
  and	
  down	
  a	
  lot	
  
more.
http://www.flickr.com/photos/genewolf/147722350
Thursday, June 17, 2010
Which	
  inevitably	
  leads	
  to	
  automa3on	
  and	
  scrip3ng:	
  We	
  need	
  to	
  spin	
  up	
  and	
  down	
  machines,	
  and	
  move	
  them	
  from	
  place	
  to	
  place.	
  This	
  is	
  hard,	
  error-­‐prone	
  work	
  for	
  humans,	
  but	
  
perfect	
  for	
  automa3on	
  now	
  that	
  rack-­‐and-­‐stack	
  has	
  been	
  replaced	
  by	
  point-­‐and-­‐click
http://www.flickr.com/photos/pinkmoose/3278324276/
Thursday, June 17, 2010
Automa7on,	
  once	
  in	
  place,	
  can	
  have	
  a	
  front	
  end	
  put	
  on	
  it.	
  That	
  leads	
  to	
  self	
  service.
Virtualization divorces the app from the machine.



                   One on many                  (or)        Many on one
                                                           Physical machine
                   Virtual machine

                                                        Virtual      Virtual      Virtual
         Physical         Physical   Physical          machine      machine      machine
         machine          machine    machine
                                                        Virtual      Virtual      Virtual
         Physical         Physical   Physical          machine      machine      machine
         machine          machine    machine



Thursday, June 17, 2010

Okay, so these things mean we have applications that run “virtually” – that is, they’re divorced
from the underlying hardware. One machine can do ten things; ten machines can do one
thing.
“Cloudy”	
  tech.
Thursday, June 17, 2010
These	
  are	
  the	
  founda7ons	
  on	
  which	
  new	
  IT	
  is	
  being	
  built.	
  Taken	
  together,	
  they’re	
  a	
  big	
  part	
  of	
  the	
  movement	
  towards	
  cloud	
  compu7ng,	
  whether	
  that’s	
  in	
  
house	
  or	
  on-­‐demand.	
  If	
  you	
  do	
  all	
  these	
  things,	
  you’re	
  running	
  what	
  many	
  people	
  call	
  a	
  “private	
  cloud”
Virtual private clouds
          (feels like yours)




Thursday, June 17, 2010

If you like the virtualization, but don’t like having to carry a screwdriver around, virtual
private clouds may be right for you.
http://nature.wallpaperme.com/Nature-Historical-Buildings/Fairy+Tale+Fantasy_
                          +Neuschwanstein+Castle_+Bavaria_+Germany.jpg.html?g2_imageViewsIndex=1
Thursday, June 17, 2010

In this approach, you have a machine that feels like it’s your own -- complete with a private
IP address and so on. If you want to connect it to the Internet, you do so yourself; it’s just like
virtual infrastructure, but someone else is running it.
Infrastructure as a Service
          Amazon EC2, Rackspace Cloud, Terremark,
          Gogrid, Joyent (and nearly every private cloud
          built on Zenserver or VMWare.)




Thursday, June 17, 2010

When IT people talk about cloud computing, they usually mean something called IaaS.
http://aws.amazon.com/ec2/pricing/
Thursday, June 17, 2010

These are really just virtual machines I can use for just an hour, already connected to the
Internet. Here’s Amazon’s “menu” of machines.
• 60 seconds per page
                                  Desktop               EC2                 • 200 machine
        Pages                         17,481            17,481                instances
        Minutes/page                            1                1          • 1,407 hours of virtual
        # of machines                           1            200              machine time
        Total minutes                 17,481                                • Searchable database
        Total hours                     291.4               26.0              available 26 hours
        Total days                        12.1                1.1             later
                                                                            • $144.62 total cost

Thursday, June 17, 2010

 A great example of these clouds in action is what the Washington Post did with Hillarly
 Clinton’s diaries during her campaign. They needed to get all 17,481 pages of Hillary Clinton’s White House
 schedule scanned and searchable quickly. Using 200 machines, the Post was able to get the data to reporters in only 26 hours. In
 fact, the experiment is even more compelling: Desktop OCR took about 30 minutes per page to properly scan, read, resize, and
 format each page – which means that it would have taken nearly a year, and cost $123 in power, to do the work on a single machine.
Machine           Web
                           Image           server
                                         Machine instance




Thursday, June 17, 2010

In an IaaS model, you’re getting computers as a utility. The unit of the transaction is a virtual
machine. It’s still up to you to install an operating system, and software, or at least to choose
it from a list. You don’t really have a machine -- you have an image of one, and when you
stop the machine, it vanishes.
DB              Machine
    Storage
                                         server            Image

                                       Machine instance


                                          App             Machine
                                         Server            Image
                                       Machine instance


                                          Web             Machine
                                         server            Image
                                       Machine instance




Thursday, June 17, 2010

Most applications consist of several machines -- web, app, and database, for example. Each
is created from an image, and some, like databases, may use other services from the cloud to
store and retrieve data from a disk
DB
    Storage                               server

                                        Machine instance
                                            Bigger
                                            App
                                           machine
                                           instance
                                          Server
                                        Machine instance


                                           Web
                                          server
                                        Machine instance




Thursday, June 17, 2010

If you run out of capacity, you can upgrade to a bigger machine (which is called “scaling
vertically.”)
DB
    Storage
                                           server

                                        Machine instance


                                           App
                                          Server
                                        Machine instance


                                            Web
                                           server
                                        Machine instance



                                                   Load
                                                  balancer
                                                  Machine instance

Thursday, June 17, 2010

Or you can create several machines at each tier, and use a load balancer to share traffic
between them. These kinds of scalable, redundant architectures are common -- nay,
recommended -- in a cloud computing world where everything is uncertain.
Platform as a Service
          Google App Engine, Salesforce Force.com,
          Rackspace Cloud Sites, Joyent Smart Platform,
          (and nearly every enterprise mainframe.)




Thursday, June 17, 2010

The second kind of cloud is called Platform as a Service. In this model, you don’t think about
the individual machines—instead, you just copy your code to a cloud, and run it. You never
see the machines. In a PaaS cloud, things are very different.
Shared components

                             Data                        Processing platform
    Storage
                             API
                                                        Others’              Others’
                                                         code                 code
    User                     Auth
  database                   API
                                                          Your               Others’
                                                          code                code
    Image                   Image
  functions                  API                        Others’              Others’
                                                         code                 code
                               ...
      Big                    Blob                    Governor      Console     Schedule
    objects                  API
Thursday, June 17, 2010

- You write your code; often it needs some customization.
- That code runs on a share processing platform
- Along with other people’s code
- The code calls certain functions to do things like authenticate a user, handle a payment,
store an object, or move something to a CDN
- To keep everything running smoothly (and bill you) the platform has a scheduler (figuring
out what to do next) and a governor (ensuring one program doesn’t use up all the resources)
as well as a console.
http://code.google.com/appengine/articles/load_test_screenshot.jpg
Thursday, June 17, 2010

Here’s a shot of some code running in Google App Engine. I only know that I’m paying by
CPU-hour, or for units like bandwidth, email, or storage. This could be one machine whose
CPU was used 8%, or a hundred, or a thousand. I don’t know.
http://code.google.com/appengine/articles/logs_admin.png
Thursday, June 17, 2010

I can see the logs for my application. But these aren’t for a single machine -- they’re for the
application itself, everywhere.
http://googleappengine.blogspot.com/2010/03/easy-performance-profiling-with.html
Thursday, June 17, 2010

I can even find out what parts of my code are consuming the most CPU, across all machines.
Thursday, June 17, 2010

And even their latency when served to people.
http://www.computerhok.nl/JSPWiki/attach/GoogleAppEngine/GAEQuota.png
Thursday, June 17, 2010

It’s a true, pure utility because you pay for what you use.
http://www.flickr.com/photos/olitaillon/3354855989/
Thursday, June 17, 2010

This is a very different model from IaaS. On the one hand, it’s more liberating, because you
don’t have to worry about managing the machines. On the other hand, it’s more restrictive,
because you can only do what the PaaS lets you.
IaaS and PaaS differences
               IaaS                                 PaaS

                     Any operating system you          Use only selected
                     want                              languages and built-in APIs

                     Limited by capacity of            Limited by governors to
                     virtual machine                   avoid overloading

                     Scale by adding more              Scaling is automatic
                     machines
                                                       Use built-in storage
                     Many storage options (file         (Bigtable, etc.)
                     system, object, key-value)



Thursday, June 17, 2010

In the case of Google’s App Engine, you have to use their functions and store things in the
way they want you to. You get great performance from doing so, but it probably means
rewriting your code a bit.
Quota                                              Limit
          Governor        Apps per developer                                   10
         (usage cap)      Time per request                                    30s
                          Blobstore (total file size)                          1GB
                          Maximum HTTP response size                         10MB
                          Datastore item size                                1MB
                          Application code size                             150MB


          Daily cap       Emails per day                                    1,500
         (free quota)     Bandwidth in per day                               1 GB
                          Bandwidth out per day                              1GB
                          CPU time per day                                   6.5h
                          HTTP requests per day                           1,300,000
                          Datastore API calls per day                     10,000,000
                          URLFetch API calls per day                       657,084
                                              http://en.wikipedia.org/wiki/Google_App_Engine
Thursday, June 17, 2010

PaaS platforms impose usage caps and billing tiers. Here’s Google App Engine’s set of quotas
and free caps.
i.developerforce.com/index.php/Apex_Code:_The_World%27s_First_On-Demand_Programming_Language
Thursday, June 17, 2010

 In the case of Salesforce’s Force.com, you have to use an entirely new programming
 language, called Apex.
Software as a Service
          Salesforce.com, Google Apps, Microsoft Office
          Live, pretty much any ISV still around today.




Thursday, June 17, 2010

The third kind of “cloud” app is really just a new software delivery model; I hesitate to call
them clouds at all, actually. It’s SaaS. And it’s what most people outside of IT think of as
“cloud computing.”
Thursday, June 17, 2010

The third kind of cloud is called Software as a Service, or SaaS. Some people argue that this
isn’t a cloud at all, just a new way of delivering software. But it’s also what the masses—the
non-technologists—think cloud computing means. The problem is that SaaS is pretty much
synonymous with “dynamic website” or “the Internet” these days. Nevertheless, if an ISV is
shipping software on discs still, their days are numbered.
How you pay for it
          Lots of business models




Thursday, June 17, 2010
DIY
          You can always write your own stuff.




Thursday, June 17, 2010
Open source
          Standing on the shoulders of giants




Thursday, June 17, 2010
Github analysis by Franck Cuny: http://www.flickr.com/photos/franck_/sets/72157623447857405/
Thursday, June 17, 2010

Github is a great example of how social coding has transformed and revitalized the open
source world, particularly for high-level languages like Rails and Python.
Thursday, June 17, 2010

One last thought about building your own, rather than building it as part of a bigger
platform: Adoption is what matters. There’s a build-your-own dilemma: If you create a new
environment, you need to change users’ patterns.
Licensed
          software
          Oh, how quaint.




                                 http://www.penneydesign.com/
                            folio_IM_retrogamesmodernthemes.html
Thursday, June 17, 2010
Freemium
          And other sad, bad portmanteaux




Thursday, June 17, 2010
Collaborative                    Transactional
                          business                             business
                          model           User creates            model
                                            content
                                  Free                   Paid


                            Content becomes
                                                    Content remains
                             part of template
                                                        private
                                  library



                           Engagement,      Eventual
                                                              Revenues
                           SEO ranking     conversion



Thursday, June 17, 2010

New freemium models for SaaS blend transactional and collaborative revenue approaches. In
this model, “free” users help build the corpus of templates, contributing to SEO ranking and
the richness of the offering; while paying users can keep their work private.
Composed application
          Stitching together loosely coupled pieces




Thursday, June 17, 2010
Thursday, June 17, 2010
Thursday, June 17, 2010
SaaS
          Pay as you go.




Thursday, June 17, 2010
Thursday, June 17, 2010

Whether it’s PaaS, SaaS, or IaaS, the model is the same: Sell IT on demand, rather than as
software or machines.
Adoption
          The real risk when the app is a utility




Thursday, June 17, 2010
Thursday, June 17, 2010

 The whole reason you deploy apps is so that you can focus on the things you do best:
 whatever adds the most value to your business.
Thursday, June 17, 2010

 You also deploy apps to handle processes you didn’t want to do yourself anyway.
“What information consumes is rather
        obvious: it consumes the attention of its
        recipients. Hence, a wealth of information
        creates a poverty of attention and a need
        to allocate that attention efficiently among
        the overabundance of information sources
        that might consume it.”

                                                                     Herbert Simon
Thursday, June 17, 2010

The problem isn’t delivery: we have plenty of options for that. It’s adoption.
http://www.flickr.com/photos/gideon/6582069/
Thursday, June 17, 2010

But your users might well not adopt the app despite your best efforts, because they don’t like
it, or don’t notice it, or aren’t adopting it in the way you’d hoped.
http://www.flickr.com/photos/roebot/4271975019/
Thursday, June 17, 2010
At the same time, you’re seeing what tools and processes are getting adopted -- what’s working? what’s popular? -- and
doubling down on those things.
How do you fix this?




Thursday, June 17, 2010
Analytics.




Thursday, June 17, 2010
ATTENTION                                ENGAGEMENT     CONVERSION

                            NEW
                          VISITORS

         SEARCHES         GROWTH                               CONVERSION
                                            PAGES       TIME      RATE
            TWEETS        NUMBER
                          OF VISITS
                                             PER         ON        x
         MENTIONS                            VISIT      SITE
                                                                 GOAL
          ADS SEEN          LOSS                                 VALUE
                          BOUNCE
                           RATE




Thursday, June 17, 2010

Here’s the simplest possible analytics model.
For transactional sites




               Can people buy things?




Thursday, June 17, 2010

Remember the four kinds of sites? You need to analyze and optimize the app you’re
delivering in the same way.

A site that wants visitors to complete a transaction—normally a purchase—is transactional.
There’s an “ideal path” through the site that its designers intended, resulting in a goal or
outcome of some kind. The goal isn’t always a purchase; it can also be enrollment (signing
up for email) or lead generation (asking salespeople to contact them), and can happen either
online or off.
For e-commerce, that’s whatever your transaction consists of.
For media sites




               Are ads loading quickly and successfully clicked
               through?
               Is content loading fast enough for visitors?



Thursday, June 17, 2010

These sites offer content that attracts and retains an audience. They make money from that
content through sponsorship, advertising, or affiliate referrals. Search engines, Adwords-
backed sites, newspapers, and well-known bloggers are media properties.
For media sites, that’s making money from ads.
For collaboration sites




               Can visitors contribute (posting content, voting?)
               Is bad content being mitigated (trolling, spam)?




Thursday, June 17, 2010

On these sites, visitors generate the content themselves. Wikis, news aggregators, user
groups, classified ad listings, and other web properties in which the value of the site is
largely derived from things created by others are all collaborative.

For collaboration, that’s creating and curating content.
For SaaS sites




               Are your end users productive?
               Are they making fewer mistakes?
               Is the site working during customers’ business hours?


Thursday, June 17, 2010

These sites are hosted versions of software someone might buy. SaaS subscribers expect
reliability and may pay a monthly per-seat fee for employees to use the service. Revenues
come from subscriptions, and a single subscriber may have many user accounts. On some
SaaS sites, users are logged in for hours every day.

For SaaS sites, that’s productivity and an error-free experience.
Enterprise subscriber $

                                                                   1

                                                        End user (employee) $
                                                                                      Refund $
                                                                   2

                          Renewal, upsell,                                                SLA
                             reference                        SaaS site                violation
                                                             Performance
                                                            Good       Bad        3
                                                                                       Helpdesk         Support
                                                                                                    5           $
                                                               Usability               escalation        costs
                                 7
                                                                                  4
                                                            Good       Bad


                                                             Productivity
                                                            Good       Bad


                                                                           6

                                                                   Churn $
                          Impact on site
                           $    Positive     $   Negative

Thursday, June 17, 2010

The closest your app will be to one of the four “public” websites is a SaaS site. Here’s
the business model for a SaaS site.
(Insert your app here)


                                         ?
               Are they adopting the app at the rate you expect?
               Are they abandoning the old ways?
               What are they using most or neglecting?
               How productive are they?
               Where are they making mistakes?
Thursday, June 17, 2010

What does your adoption and usage map look like?
The cycle of optimization
                               Metrics & strategy

             Optimization
                                                                 Collection
              & change


              Link to KPI/
                                                                 Reporting
                  ROI

                                Institutionalizing
                                   the results
Thursday, June 17, 2010

Optimization involves a constant cycle of collection, reporting, communicating and sharing
the data, tying it to business processes, changing the system, and repeating.
The good news:
          you can experiment easily

       We stop worrying about ROI when I is zero.




Thursday, June 17, 2010
http://www.flickr.com/photos/steven_wong/2440355239/
Thursday, June 17, 2010
They’re not dictating and restricting; rather, they’re regulating usage to ensure a good balance of risk and experimentation
Beyond adoption: outcomes


                                                                       Business
   Deployment             Awareness               Adoption
                                                                       outcomes




Thursday, June 17, 2010

Once you’ve got adoption, you’re not done: the same tools will let you measure the
outcomes:
- More productivity
- Abandonment of old/bad methods
- More leads
- Lower cost
- Fewer errors
- Etc.
One final thought
          Paving the cowpaths




Thursday, June 17, 2010
http://www.flickr.com/photos/jelles/2902422030/
Thursday, June 17, 2010
One approach is to “pave the cowpaths.”
http://www.flickr.com/photos/32314864@N02/3253051215/
Thursday, June 17, 2010
This is an old civil engineering trick: Watch where people walk, then put paths there.
The next 3 days
                          The inside-out organization: Connecting to
           Tuesday

                          customers and markets
                          Mobile Platforms and Enterprise Agility

                          The Politics of Delivery: Compliance and
           Wednesday




                          Governance
                          Platform Options in the New IT Landscape
                          Social Behavior, Usage Patterns, and Adoption

                          Can IT Lead the Social Business Strategy
           Thursday




                          Formulation Process?
                          Delivery Strategies: The Road Ahead
Thursday, June 17, 2010
Thanks!
      @acroll
      alistair@bitcurrent.com




Thursday, June 17, 2010

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Delivery Strategies: From Idea to Deployment

  • 1. Delivery Strategies From idea to delivery: apps don’t deploy themselves Thursday, June 17, 2010
  • 2. So you have a new app. Thursday, June 17, 2010
  • 3. Julien Smith, Bitnorth09 Thursday, June 17, 2010 It’s going to make everything better.
  • 4. Thursday, June 17, 2010 You’ll collaborate! http://www.flickr.com/photos/pagedooley/2811157950/
  • 5. http://www.flickr.com/photos/adamkr/4650637393/ Thursday, June 17, 2010 You’ll be more productive, leaping over obstacles easily.
  • 6. http://www.flickr.com/photos/joleson/1215644931/ Thursday, June 17, 2010 The road ahead will be clear; you’ll make better decisions.
  • 7. Photo by Alan Cleaver from his Flicker Freestock set. Thanks, Alan! http://www.flickr.com/photos/alancleaver/2638883650/ Thursday, June 17, 2010 You’ll save money!
  • 9. Thursday, June 17, 2010 ...so why are you so nervous?
  • 10. What we’ll cover The democratization of IT Understanding your constraints and goals Possible delivery strategies Thursday, June 17, 2010
  • 11. 1950 1960 1970 1980 1990 2000 2010 Government Military Business Hobbyist Consumer Internet Consumer lifestyle Media Thursday, June 17, 2010 Think about the evolution of computing.
  • 12. Where’s the risk? 1970: 1980: 1990: 2000: The right The right The right The right hardware application integration adoption Client-server Vendor Web, SaaS, XML architectures dominance Enterprise application adoption is the new frontier Thursday, June 17, 2010
  • 13. Why this happened Disruption and the democratization of IT Thursday, June 17, 2010
  • 15. http://www.flickr.com/photos/theclevelandkid24/4251408727/ Thursday, June 17, 2010 Today, it’s a free market. The line of business has tremendous choice in what it owns, runs, and uses.
  • 16. http://www.flickr.com/photos/hyku/2039448524/ Thursday, June 17, 2010 The boardroom loves this: instead of managing machines, they manage services.
  • 17. http://www.flickr.com/photos/ukanda/4455286483/ Thursday, June 17, 2010 But enterprise IT doesn’t like it much, because it forces them to compete, and puts them side-by-side with organizations that spend their entire day doing detailed usage and billing.
  • 18. http://en.wikipedia.org/wiki/Adam_Smith Thursday, June 17, 2010 It’s not all bad, though. There’s a lot to be learned from a transition from monopoly to a free market.
  • 19. Two reasons. Thursday, June 17, 2010 There were a couple of reasons IT was a monopoly for so long.
  • 20. http://www.flickr.com/photos/brewbooks/3319730327/ (16MB) Thursday, June 17, 2010 First, the machines were expensive. That meant they were a scarce resource, and someone had to control what we could do with them.
  • 21. http://www.flickr.com/photos/argonne/4563394851/ Thursday, June 17, 2010 Second, they were complicated. It took a very strange sect of experts to understand them. AVIDAC, Argonne's first digital computer, began operation in January 1953. It was built by the Physics Division for $250,000. Pictured is pioneer Argonne computer scientist Jean F. Hall. AVIDAC stands for "Argonne Version of the Institute's Digital Automatic Computer" and was based on the IAS architecture developed by John von Neumann.
  • 22. http://www.flickr.com/photos/ebeam/3586287989/ Thursday, June 17, 2010 This was also a result of scarcity. When computers and humans interact, they need to meet each other halfway. But it takes a lot of computing power to make something that’s easy to use;
  • 23. http://www.flickr.com/photos/ecastro/3053916892/ Thursday, June 17, 2010 in the early days of computing, humans were cheap and machines weren’t
  • 26. http://honeynet.onofri.org/scans/scan22/sol/submission/reverse.jpg Thursday, June 17, 2010 and esoteric programming languages like assembler.
  • 28. http://www.flickr.com/photos/caveman_92223/3531128799/ Thursday, June 17, 2010 A monopoly was once awarded for a big project beyond the scope of any one organization, but needed for the public good.
  • 29. http://www.flickr.com/photos/athomeinscottsdale/2850893998/ Thursday, June 17, 2010 Sometimes, nobody wants the monopoly—like building the roads.
  • 30. Thursday, June 17, 2010 For the most part, governments have a monopoly on roadwork, because it’s something we need, but the benefits are hard to quantify or charge back for.
  • 31. http://www.flickr.com/photos/leokoivulehto/2257818167/ Thursday, June 17, 2010 (IT’s been handed many of these thankless tasks over the years, and the business has never complained.)
  • 32. http://www.flickr.com/photos/crobj/4148482980/ Thursday, June 17, 2010 The only time we can charge back for roads are when the resource is specific and billable: a toll highway, a bridge.
  • 33. http://en.wikipedia.org/wiki/File:Bell_System_hires_1900_logo.PNG Thursday, June 17, 2010 Sometimes, we form a company with a monopoly, or allow one to operate, in order to build something or allow an inventor to recoup investment. This is how we got the telephone system, or railways.
  • 34. For much of its history, AT&T and its Bell System functioned as a legally sanctioned, regulated monopoly. The US accepted this principle, initially in a 1913 agreement known as the Kingsbury Commitment. Anti-trust suit filed in 1949 led in 1956 to a consent decree whereby AT&T agreed to restrict its activities to the regulated business of the national telephone system and government work. Changes in telecommunications led to a U.S. government antitrust suit in 1974. In 1982 when AT&T agreed to divest itself of the wholly owned Bell operating companies that provided local exchange service. In 1984 Bell was dead. In its place was a new AT&T and seven regional Bell operating companies (collectively, the RBOCs.) http://www.corp.att.com/history/history3.html Thursday, June 17, 2010 When monopolies are created with a specific purpose, that’s good. But when they start to stagnate and restrict competition, we break them apart.
  • 35. http://www.flickr.com/photos/ktylerconk/4096965228/ Thursday, June 17, 2010 In fact, there’s a lot of antitrust regulation that prevents companies from controlling too much of something because they can stifle innovation and charge whatever they want. That’s one of the things the DOJ does.
  • 36. First: Monopoly good. Thursday, June 17, 2010 In other words, early on monopolies are good because they let us undertake hugely beneficial, but largely unbillable, tasks.
  • 37. Then: Monopoly bad. Thursday, June 17, 2010 Later, however, they’re bad because they reduce the level of creativity and experimentation.
  • 38. http://www.flickr.com/photos/wikidave/2867257631/ Thursday, June 17, 2010 Today, computing is cheap. We can buy many times the compute power of the Apollo missions with a swipe of a credit card.
  • 39. http://www.flickr.com/photos/mbrubeck/4460320021/ Thursday, June 17, 2010 It’s also not complicated. Everyone can use a computer. Because today, the computer is cheap and the human’s expensive we spend so much time on user interfaces, from GUIs to augmented reality to touchscreens to voice control to geopresence.
  • 40. http://www.flickr.com/photos/raneko/4203965136/ Thursday, June 17, 2010 What used to take a long time to procure, configure, and deploy is now a mouseclick.
  • 41. http://www.flickr.com/photos/flem007_uk/4211743434/ Thursday, June 17, 2010 The lesson of monopolies is an important one. When a monopoly set out to build a railroad, it didn’t spend a lot of time asking potential travelers what they wanted.
  • 42. http://www.flickr.com/photos/dok1/4547024596/ Thursday, June 17, 2010 When you’re building something huge and expensive, you build what you want, and expect people to be grateful for it.
  • 43. http://www.flickr.com/photos/mmbrown/3102707594/ Thursday, June 17, 2010 But today’s IT user is driving IT requirements.
  • 44. Thursday, June 17, 2010 They can shop around—choosing SaaS, clouds, and internal IT according to their business requirements.
  • 45. http://www.codeproject.com/KB/miscctrl/ScriptStudio.aspx Wufoo.com Thursday, June 17, 2010 They’re increasingly able to build the applications themselves, but expect IT to deliver smooth, fast platforms on which to experiment.
  • 46. USERS APPS PLATFORMS HARDWARE Thursday, June 17, 2010 It’s an inversion of the traditional IT “pyramid”, where the hardware dictates the platforms, which in turn dictates, the apps, which dictates what users can do.
  • 47. USERS APPS PLATFORMS HARDWARE Thursday, June 17, 2010 Today, what users want to do drives the apps they use, which drives the platforms and the hardware.
  • 48. Three really big changes. Thursday, June 17, 2010 We’ve had big changes since that time. The first was client-server computing: the idea that not everything lived in a mainframe, and some things worked well on the desktop. Software like Visicalc—the first spreadsheet—were useful for businesses, even those who couldn’t afford a mainframe.
  • 49. http://www.flickr.com/photos/scriptingnews/3471500626/ Thursday, June 17, 2010 We’ve had big changes since that time. The first was client-server computing: the idea that not everything lived in a mainframe, and some things worked well on the desktop. Software like Visicalc—the first spreadsheet—were useful for businesses, even those who couldn’t afford a mainframe.
  • 50. http://en.wikipedia.org/wiki/File:NCSA_Mosaic.PNG Thursday, June 17, 2010 A second big change was the Web. This browser-based model made computing accessible to the masses. As a result, it became part of society, and everyone knew how to work it. These days, you don’t have to teach a new hire how to use a web browser: they know what links do; what the back button is; and so on.
  • 51. !"#$%%&&&'()*+,'*-.%#!-/-0%#)1234566)*/%789:;7<=>%? Thursday, June 17, 2010 A third change is the move to mobility. This has been bigger overseas, where the mobile phone is the dominant way of accessing the Internet, but it’s still a shift to the always- connected, always-on lifestyles we lead today.
  • 52. Now here come clouds Thursday, June 17, 2010 We’ve had big changes since that time. The first was client-server computing: the idea that not everything lived in a mainframe, and some things worked well on the desktop. Software like Visicalc—the first spreadsheet—were useful for businesses, even those who couldn’t afford a mainframe.
  • 53. http://www.flickr.com/photos/jamesjordan/2751393381/ Thursday, June 17, 2010 Cloud computing is an approach to computing that’s more flexible and lets organizations focus on their core business by insulating them from much of the underlying IT work.
  • 54. http://www.flickr.com/photos/juniorvelo/3577399832/ Thursday, June 17, 2010 At its most basic, it’s computing as a utility – pay for what you need, when you need it, rather than paying for it all up front.
  • 55. Picking a delivery strategy Identifying your constraints Thursday, June 17, 2010
  • 56. Square pegs Does how your app will be used match the goals you have for it? Thursday, June 17, 2010
  • 57. One to one One to many http://exzanian.blogspot.com/2009/04/zuma-news-only-blip-on-world-radar.html http://www.scottpargettphotography.com/images/photos/crowd.jpg Thursday, June 17, 2010 First, think about the flow of communication and process. Is your intended use one-to-one, or one-to-many?
  • 58. ! Simple Detailed Thursday, June 17, 2010 Then think about message complexity. Are you sending quick, brief information; or very detailed data?
  • 59. Community Detailed Email Article Blog Private post wiki Forum Google comment group Forum Linkedin post IRC profile change Blog comment Complexity Facebook status update IM Twitter Simple One to one One to many Thursday, June 17, 2010 Form follows function: The dimensions of enterprise software. The reality is that every kind of interaction is unique. Some are private, one-to-one; others are open to everyone. Some are brief snippets; others, detailed prose. Different apps are better for different kinds of interaction; others won’t feel natural.
  • 60. Operational constraints What are the rules and limitations to consider? Thursday, June 17, 2010
  • 62. Figure 3 Interactive user productivity versus computer response time for human-intensive interactions for system A E 600 - 3 T -" INTERACTIVE USER PRODUCTIVITY (IUP) w -HUMAN-INTENSIVE COMPONENT OF IUP 7 MEASURED DATA (HUMAN-INTENSIVE E 500 - A z " COMPONENT) U E - w E 0 > - > - - 400 3 n F 2 0 0 300 - 200 - 100 - 0 0- I 1 I I I 0 1 2 3 4 5 COMPUTER RESPONSE TIME (SI (1981) A. J. Thadhani, IBM Systems Journal, Volume 20, number 4 Thursday, June 17, 2010 There’s a study fromThe human-intensive component of IUP is computed by using between IBM in 1981 that shows strong evidence of the relationship performance and productivity.period 1 interactions, instead of all TSO interactions in more completed As systems get faster, users get EXPONENTIALLY productive. Equation 1. When the number of logged-on users on the systemis small, it is possible for afew users to have aninordinately large effect on the aggregate user work, and hence bias theresults.To minimize bias, all data with fewer than twenty-five logged-on users were excluded from the analysis. Furthermore, to minimize the effect of changes in the aggregate user work at different times of the
  • 63. http://www.flickr.com/photos/billselak/366692332/ Thursday, June 17, 2010 How fast can you afford? Sure, instantaneous is good, but it also costs an infinite amount.
  • 64. Customization Thursday, June 17, 2010 How many people want to customize their word processor?
  • 65. http://www.codeproject.com/KB/miscctrl/ScriptStudio.aspx Wufoo.com Thursday, June 17, 2010 Remember those drag-and-drop, parametric screens?
  • 66. Thursday, June 17, 2010 Many SaaS providers are adding customization and scripting that blurs the lines of what’s a cloud, and what’s an app, and what’s a programming language. Now that you can write code for Google Apps -- as in this example of a script that sends custom driving directions to everyone in a spreadsheet -- the distinction is less and less clear.
  • 68. Standardized Easy Impossible Sloppy Easy Tailored Slow, Fast/lean, with inefficient economies of scale Thursday, June 17, 2010 Unfortunately, there’s a tradeoff here -- everyone wants fast, cheap, and customized. You can only have two. The more tailored your IT systems are, the more you’ll be paying for them and the slower they’ll be. At the same time, if you use the same applications and processes as everyone else you may sacrifice important differentiators.
  • 69. http://www.flickr.com/photos/andrewparnell/2738598951/ Thursday, June 17, 2010 An increasingly important criteria is the ability to connect existing systems to new ones. Whether this is legacy applications (for authentication, data exchange, or single sign-on); or to third-party customers and partners, the ability to link your systems to others is a huge deal.
  • 70. Thursday, June 17, 2010 This is one of the reasons a thriving ecosystem around a platform is so important -- because it’s an indicator of ability to develop to the platform, as well as a starting point for integration and extension.
  • 71. http://www.flickr.com/photos/oobrien/7597395/ Thursday, June 17, 2010 Then there’s compliance and security. This may include geographic and legislative issues (where you can put your data) as well as auditing and logging (some industries require physical collection by a separate system.)
  • 72. Security is a... Reason to avoid clouds 23% Reason to move to clouds 43% No opinion 34% http://www.thewhir.com/web-hosting-news/102309_IT_Firms_Skeptical_About_Cloud_PEER_1_Study Thursday, June 17, 2010 This isn’t just about avoiding on-demand systems. The odds are good that many cloud providers are better at security than you are.
  • 73. Budget & operating constraints What can you afford to take on? Thursday, June 17, 2010
  • 74. Airfare DNS Cloud Public transit Important research Hotel Thursday, June 17, 2010 Affordability
  • 75. Money spent Point at which it’s cheaper to buy than rent Time (years) Thursday, June 17, 2010 The economics of renting versus buying apply here, too, since the investment is approaching zero. The traditional way of looking at this is to compare an upfront investment to the rental model of a lesser investment (integration, training) and a pay-as-you-go cost.
  • 76. Money spent Cheaper to rent for longer Time (years) Thursday, June 17, 2010 Several things have changed in recent years in this respect. First, the upfront investment of a pay-as-you-go model has dropped: everyone knows how to use a browser; everyone can access things remotely; vendors have trial models; and so on. So it takes longer to get to the point where it’s cheaper to run your own thing.
  • 77. Unforeseen costs of owning Money spent Time (years) Thursday, June 17, 2010 There’s also the impact of owning things. Often, IT is a distraction; we make decisions based on existing investments, which means we don’t change things when we can, which means we become less agile.
  • 78. Money spent Efficiencies from economies of scale passed on to customers Time (years) Thursday, June 17, 2010 There’s also the impact of owning things. Often, IT is a distraction; we make decisions based on existing investments, which means we don’t change things when we can, which means we become less agile.
  • 79. 5 year planning horizon 6 months Money spent Payoff time Time (years) Thursday, June 17, 2010 But even if you ignore all of these, here’s why pay-as-you-go wins more and more often: Your time horizon isn’t what it used to be. By the time you’ve paid off your in-house investment, your business will have changed in order to adapt, and you’ll be after something else.
  • 80. Ease of adoption How readily will your users take to it? Thursday, June 17, 2010
  • 81. Thursday, June 17, 2010 Existing standards: why do you know what to do here?
  • 82. Thursday, June 17, 2010 Learning curve is okay; in fact, it’s recommended. Think what it would be like to have to use a wizard every time you wanted to do something.
  • 83. Thursday, June 17, 2010 Consider Excel: most beginners can grasp it easily; but it’s designed to allow experts to be more productive. This is essential when evaluating how readily your user base will adopt something -- not just on day one, but on day fifty, when they’re expected to be fast and error-free.
  • 84. http://www.flickr.com/photos/farhannasir/4577508824/ Thursday, June 17, 2010 Also consider the impact of mobility, and new platforms. Will your users be able to adopt the application in all the places they work?
  • 85. App/usage fit: Does app function match planned use? Is the flow of information the right degree of open? Do users work at the right degree of information detail? Operational constraints Will it perform fast enough to make users productive? Can I customize it to my business without making it suck? Can I connect it to myself and my partners? Does it comply with legal, privacy, security requirements? Budget & operating constraints How does it embody new payment models (freemium, etc.)? Do I understand the ROI & TCO of my chosen approach? Ease of adoption Does it use existing standards & conventions my users know? Can first-timers use it, but experts be fast & efficient? Will it work in mobile, disconnected, touch UI, etc.? Thursday, June 17, 2010 Here’s a quick recap of the criteria we just saw.
  • 86. Possible delivery strategies Platforms & business models to choose from. Thursday, June 17, 2010 Okay, now let’s look at some of the platforms and business models you can use for this.
  • 87. Dedicated On-premise Virtual Third-party hardware private clouds private clouds public clouds Thursday, June 17, 2010 There’s a spectrum of platforms out there on which you can run an application.
  • 88. Bare metal (this is your computer) Thursday, June 17, 2010 First, there’s bare metal.
  • 89. http://techyshit.com/15-computer-ads-from-the-past-1950-1980/ Thursday, June 17, 2010 It’s pretty cheap. The vast majority of costs -- sometimes as much as five times the cost of the hardware -- come from operating it, powering it, cooling it, and so on.
  • 90. Virtual machines Still yours... Thursday, June 17, 2010 Then there’s virtualization.
  • 91. http://www.flickr.com/photos/mynameisharsha/4092086880 Thursday, June 17, 2010 The  step-­‐func7on  nature  of  bare-­‐metal  dedicated  machines  doesn’t  distribute  workload  very  efficiently.
  • 92. http://www.flickr.com/photos/h4ck/2413562108/ Thursday, June 17, 2010 Virtualization lets us put many workloads on a single machine
  • 93. http://www.flickr.com/photos/stawarz/3538910787/ Thursday, June 17, 2010 Once  workloads  are  virtualized,  several  things  happen.  First,  they’re  portable
  • 94. http://www.flickr.com/photos/swimparallel/3391592144/ Thursday, June 17, 2010 Second,  they’re  ephemeral.  That  is,  they’re  short-­‐lived:  Once  people  realize  that  they  don’t  have  to  hoard  machines,  they  spin  them  up  and  down  a  lot   more.
  • 95. http://www.flickr.com/photos/genewolf/147722350 Thursday, June 17, 2010 Which  inevitably  leads  to  automa3on  and  scrip3ng:  We  need  to  spin  up  and  down  machines,  and  move  them  from  place  to  place.  This  is  hard,  error-­‐prone  work  for  humans,  but   perfect  for  automa3on  now  that  rack-­‐and-­‐stack  has  been  replaced  by  point-­‐and-­‐click
  • 96. http://www.flickr.com/photos/pinkmoose/3278324276/ Thursday, June 17, 2010 Automa7on,  once  in  place,  can  have  a  front  end  put  on  it.  That  leads  to  self  service.
  • 97. Virtualization divorces the app from the machine. One on many (or) Many on one Physical machine Virtual machine Virtual Virtual Virtual Physical Physical Physical machine machine machine machine machine machine Virtual Virtual Virtual Physical Physical Physical machine machine machine machine machine machine Thursday, June 17, 2010 Okay, so these things mean we have applications that run “virtually” – that is, they’re divorced from the underlying hardware. One machine can do ten things; ten machines can do one thing.
  • 98. “Cloudy”  tech. Thursday, June 17, 2010 These  are  the  founda7ons  on  which  new  IT  is  being  built.  Taken  together,  they’re  a  big  part  of  the  movement  towards  cloud  compu7ng,  whether  that’s  in   house  or  on-­‐demand.  If  you  do  all  these  things,  you’re  running  what  many  people  call  a  “private  cloud”
  • 99. Virtual private clouds (feels like yours) Thursday, June 17, 2010 If you like the virtualization, but don’t like having to carry a screwdriver around, virtual private clouds may be right for you.
  • 100. http://nature.wallpaperme.com/Nature-Historical-Buildings/Fairy+Tale+Fantasy_ +Neuschwanstein+Castle_+Bavaria_+Germany.jpg.html?g2_imageViewsIndex=1 Thursday, June 17, 2010 In this approach, you have a machine that feels like it’s your own -- complete with a private IP address and so on. If you want to connect it to the Internet, you do so yourself; it’s just like virtual infrastructure, but someone else is running it.
  • 101. Infrastructure as a Service Amazon EC2, Rackspace Cloud, Terremark, Gogrid, Joyent (and nearly every private cloud built on Zenserver or VMWare.) Thursday, June 17, 2010 When IT people talk about cloud computing, they usually mean something called IaaS.
  • 102. http://aws.amazon.com/ec2/pricing/ Thursday, June 17, 2010 These are really just virtual machines I can use for just an hour, already connected to the Internet. Here’s Amazon’s “menu” of machines.
  • 103. • 60 seconds per page Desktop EC2 • 200 machine Pages 17,481 17,481 instances Minutes/page 1 1 • 1,407 hours of virtual # of machines 1 200 machine time Total minutes 17,481 • Searchable database Total hours 291.4 26.0 available 26 hours Total days 12.1 1.1 later • $144.62 total cost Thursday, June 17, 2010 A great example of these clouds in action is what the Washington Post did with Hillarly Clinton’s diaries during her campaign. They needed to get all 17,481 pages of Hillary Clinton’s White House schedule scanned and searchable quickly. Using 200 machines, the Post was able to get the data to reporters in only 26 hours. In fact, the experiment is even more compelling: Desktop OCR took about 30 minutes per page to properly scan, read, resize, and format each page – which means that it would have taken nearly a year, and cost $123 in power, to do the work on a single machine.
  • 104. Machine Web Image server Machine instance Thursday, June 17, 2010 In an IaaS model, you’re getting computers as a utility. The unit of the transaction is a virtual machine. It’s still up to you to install an operating system, and software, or at least to choose it from a list. You don’t really have a machine -- you have an image of one, and when you stop the machine, it vanishes.
  • 105. DB Machine Storage server Image Machine instance App Machine Server Image Machine instance Web Machine server Image Machine instance Thursday, June 17, 2010 Most applications consist of several machines -- web, app, and database, for example. Each is created from an image, and some, like databases, may use other services from the cloud to store and retrieve data from a disk
  • 106. DB Storage server Machine instance Bigger App machine instance Server Machine instance Web server Machine instance Thursday, June 17, 2010 If you run out of capacity, you can upgrade to a bigger machine (which is called “scaling vertically.”)
  • 107. DB Storage server Machine instance App Server Machine instance Web server Machine instance Load balancer Machine instance Thursday, June 17, 2010 Or you can create several machines at each tier, and use a load balancer to share traffic between them. These kinds of scalable, redundant architectures are common -- nay, recommended -- in a cloud computing world where everything is uncertain.
  • 108. Platform as a Service Google App Engine, Salesforce Force.com, Rackspace Cloud Sites, Joyent Smart Platform, (and nearly every enterprise mainframe.) Thursday, June 17, 2010 The second kind of cloud is called Platform as a Service. In this model, you don’t think about the individual machines—instead, you just copy your code to a cloud, and run it. You never see the machines. In a PaaS cloud, things are very different.
  • 109. Shared components Data Processing platform Storage API Others’ Others’ code code User Auth database API Your Others’ code code Image Image functions API Others’ Others’ code code ... Big Blob Governor Console Schedule objects API Thursday, June 17, 2010 - You write your code; often it needs some customization. - That code runs on a share processing platform - Along with other people’s code - The code calls certain functions to do things like authenticate a user, handle a payment, store an object, or move something to a CDN - To keep everything running smoothly (and bill you) the platform has a scheduler (figuring out what to do next) and a governor (ensuring one program doesn’t use up all the resources) as well as a console.
  • 110. http://code.google.com/appengine/articles/load_test_screenshot.jpg Thursday, June 17, 2010 Here’s a shot of some code running in Google App Engine. I only know that I’m paying by CPU-hour, or for units like bandwidth, email, or storage. This could be one machine whose CPU was used 8%, or a hundred, or a thousand. I don’t know.
  • 111. http://code.google.com/appengine/articles/logs_admin.png Thursday, June 17, 2010 I can see the logs for my application. But these aren’t for a single machine -- they’re for the application itself, everywhere.
  • 112. http://googleappengine.blogspot.com/2010/03/easy-performance-profiling-with.html Thursday, June 17, 2010 I can even find out what parts of my code are consuming the most CPU, across all machines.
  • 113. Thursday, June 17, 2010 And even their latency when served to people.
  • 114. http://www.computerhok.nl/JSPWiki/attach/GoogleAppEngine/GAEQuota.png Thursday, June 17, 2010 It’s a true, pure utility because you pay for what you use.
  • 115. http://www.flickr.com/photos/olitaillon/3354855989/ Thursday, June 17, 2010 This is a very different model from IaaS. On the one hand, it’s more liberating, because you don’t have to worry about managing the machines. On the other hand, it’s more restrictive, because you can only do what the PaaS lets you.
  • 116. IaaS and PaaS differences IaaS PaaS Any operating system you Use only selected want languages and built-in APIs Limited by capacity of Limited by governors to virtual machine avoid overloading Scale by adding more Scaling is automatic machines Use built-in storage Many storage options (file (Bigtable, etc.) system, object, key-value) Thursday, June 17, 2010 In the case of Google’s App Engine, you have to use their functions and store things in the way they want you to. You get great performance from doing so, but it probably means rewriting your code a bit.
  • 117. Quota Limit Governor Apps per developer 10 (usage cap) Time per request 30s Blobstore (total file size) 1GB Maximum HTTP response size 10MB Datastore item size 1MB Application code size 150MB Daily cap Emails per day 1,500 (free quota) Bandwidth in per day 1 GB Bandwidth out per day 1GB CPU time per day 6.5h HTTP requests per day 1,300,000 Datastore API calls per day 10,000,000 URLFetch API calls per day 657,084 http://en.wikipedia.org/wiki/Google_App_Engine Thursday, June 17, 2010 PaaS platforms impose usage caps and billing tiers. Here’s Google App Engine’s set of quotas and free caps.
  • 118. i.developerforce.com/index.php/Apex_Code:_The_World%27s_First_On-Demand_Programming_Language Thursday, June 17, 2010 In the case of Salesforce’s Force.com, you have to use an entirely new programming language, called Apex.
  • 119. Software as a Service Salesforce.com, Google Apps, Microsoft Office Live, pretty much any ISV still around today. Thursday, June 17, 2010 The third kind of “cloud” app is really just a new software delivery model; I hesitate to call them clouds at all, actually. It’s SaaS. And it’s what most people outside of IT think of as “cloud computing.”
  • 120. Thursday, June 17, 2010 The third kind of cloud is called Software as a Service, or SaaS. Some people argue that this isn’t a cloud at all, just a new way of delivering software. But it’s also what the masses—the non-technologists—think cloud computing means. The problem is that SaaS is pretty much synonymous with “dynamic website” or “the Internet” these days. Nevertheless, if an ISV is shipping software on discs still, their days are numbered.
  • 121. How you pay for it Lots of business models Thursday, June 17, 2010
  • 122. DIY You can always write your own stuff. Thursday, June 17, 2010
  • 123. Open source Standing on the shoulders of giants Thursday, June 17, 2010
  • 124. Github analysis by Franck Cuny: http://www.flickr.com/photos/franck_/sets/72157623447857405/ Thursday, June 17, 2010 Github is a great example of how social coding has transformed and revitalized the open source world, particularly for high-level languages like Rails and Python.
  • 125. Thursday, June 17, 2010 One last thought about building your own, rather than building it as part of a bigger platform: Adoption is what matters. There’s a build-your-own dilemma: If you create a new environment, you need to change users’ patterns.
  • 126. Licensed software Oh, how quaint. http://www.penneydesign.com/ folio_IM_retrogamesmodernthemes.html Thursday, June 17, 2010
  • 127. Freemium And other sad, bad portmanteaux Thursday, June 17, 2010
  • 128. Collaborative Transactional business business model User creates model content Free Paid Content becomes Content remains part of template private library Engagement, Eventual Revenues SEO ranking conversion Thursday, June 17, 2010 New freemium models for SaaS blend transactional and collaborative revenue approaches. In this model, “free” users help build the corpus of templates, contributing to SEO ranking and the richness of the offering; while paying users can keep their work private.
  • 129. Composed application Stitching together loosely coupled pieces Thursday, June 17, 2010
  • 132. SaaS Pay as you go. Thursday, June 17, 2010
  • 133. Thursday, June 17, 2010 Whether it’s PaaS, SaaS, or IaaS, the model is the same: Sell IT on demand, rather than as software or machines.
  • 134. Adoption The real risk when the app is a utility Thursday, June 17, 2010
  • 135. Thursday, June 17, 2010 The whole reason you deploy apps is so that you can focus on the things you do best: whatever adds the most value to your business.
  • 136. Thursday, June 17, 2010 You also deploy apps to handle processes you didn’t want to do yourself anyway.
  • 137. “What information consumes is rather obvious: it consumes the attention of its recipients. Hence, a wealth of information creates a poverty of attention and a need to allocate that attention efficiently among the overabundance of information sources that might consume it.” Herbert Simon Thursday, June 17, 2010 The problem isn’t delivery: we have plenty of options for that. It’s adoption.
  • 138. http://www.flickr.com/photos/gideon/6582069/ Thursday, June 17, 2010 But your users might well not adopt the app despite your best efforts, because they don’t like it, or don’t notice it, or aren’t adopting it in the way you’d hoped.
  • 139. http://www.flickr.com/photos/roebot/4271975019/ Thursday, June 17, 2010 At the same time, you’re seeing what tools and processes are getting adopted -- what’s working? what’s popular? -- and doubling down on those things.
  • 140. How do you fix this? Thursday, June 17, 2010
  • 142. ATTENTION ENGAGEMENT CONVERSION NEW VISITORS SEARCHES GROWTH CONVERSION PAGES TIME RATE TWEETS NUMBER OF VISITS PER ON x MENTIONS VISIT SITE GOAL ADS SEEN LOSS VALUE BOUNCE RATE Thursday, June 17, 2010 Here’s the simplest possible analytics model.
  • 143. For transactional sites Can people buy things? Thursday, June 17, 2010 Remember the four kinds of sites? You need to analyze and optimize the app you’re delivering in the same way. A site that wants visitors to complete a transaction—normally a purchase—is transactional. There’s an “ideal path” through the site that its designers intended, resulting in a goal or outcome of some kind. The goal isn’t always a purchase; it can also be enrollment (signing up for email) or lead generation (asking salespeople to contact them), and can happen either online or off. For e-commerce, that’s whatever your transaction consists of.
  • 144. For media sites Are ads loading quickly and successfully clicked through? Is content loading fast enough for visitors? Thursday, June 17, 2010 These sites offer content that attracts and retains an audience. They make money from that content through sponsorship, advertising, or affiliate referrals. Search engines, Adwords- backed sites, newspapers, and well-known bloggers are media properties. For media sites, that’s making money from ads.
  • 145. For collaboration sites Can visitors contribute (posting content, voting?) Is bad content being mitigated (trolling, spam)? Thursday, June 17, 2010 On these sites, visitors generate the content themselves. Wikis, news aggregators, user groups, classified ad listings, and other web properties in which the value of the site is largely derived from things created by others are all collaborative. For collaboration, that’s creating and curating content.
  • 146. For SaaS sites Are your end users productive? Are they making fewer mistakes? Is the site working during customers’ business hours? Thursday, June 17, 2010 These sites are hosted versions of software someone might buy. SaaS subscribers expect reliability and may pay a monthly per-seat fee for employees to use the service. Revenues come from subscriptions, and a single subscriber may have many user accounts. On some SaaS sites, users are logged in for hours every day. For SaaS sites, that’s productivity and an error-free experience.
  • 147. Enterprise subscriber $ 1 End user (employee) $ Refund $ 2 Renewal, upsell, SLA reference SaaS site violation Performance Good Bad 3 Helpdesk Support 5 $ Usability escalation costs 7 4 Good Bad Productivity Good Bad 6 Churn $ Impact on site $ Positive $ Negative Thursday, June 17, 2010 The closest your app will be to one of the four “public” websites is a SaaS site. Here’s the business model for a SaaS site.
  • 148. (Insert your app here) ? Are they adopting the app at the rate you expect? Are they abandoning the old ways? What are they using most or neglecting? How productive are they? Where are they making mistakes? Thursday, June 17, 2010 What does your adoption and usage map look like?
  • 149. The cycle of optimization Metrics & strategy Optimization Collection & change Link to KPI/ Reporting ROI Institutionalizing the results Thursday, June 17, 2010 Optimization involves a constant cycle of collection, reporting, communicating and sharing the data, tying it to business processes, changing the system, and repeating.
  • 150. The good news: you can experiment easily We stop worrying about ROI when I is zero. Thursday, June 17, 2010
  • 151. http://www.flickr.com/photos/steven_wong/2440355239/ Thursday, June 17, 2010 They’re not dictating and restricting; rather, they’re regulating usage to ensure a good balance of risk and experimentation
  • 152. Beyond adoption: outcomes Business Deployment Awareness Adoption outcomes Thursday, June 17, 2010 Once you’ve got adoption, you’re not done: the same tools will let you measure the outcomes: - More productivity - Abandonment of old/bad methods - More leads - Lower cost - Fewer errors - Etc.
  • 153. One final thought Paving the cowpaths Thursday, June 17, 2010
  • 154. http://www.flickr.com/photos/jelles/2902422030/ Thursday, June 17, 2010 One approach is to “pave the cowpaths.”
  • 155. http://www.flickr.com/photos/32314864@N02/3253051215/ Thursday, June 17, 2010 This is an old civil engineering trick: Watch where people walk, then put paths there.
  • 156. The next 3 days The inside-out organization: Connecting to Tuesday customers and markets Mobile Platforms and Enterprise Agility The Politics of Delivery: Compliance and Wednesday Governance Platform Options in the New IT Landscape Social Behavior, Usage Patterns, and Adoption Can IT Lead the Social Business Strategy Thursday Formulation Process? Delivery Strategies: The Road Ahead Thursday, June 17, 2010
  • 157. Thanks! @acroll alistair@bitcurrent.com Thursday, June 17, 2010