Mais conteúdo relacionado Semelhante a BI SaaS & Cloud Strategies for Telcos (20) Mais de David Walker (20) BI SaaS & Cloud Strategies for Telcos1. Brussels
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
BI
Software
as
a
Service
&
Cloud
Strategies
for
Telcos
David
M
Walker
Data
Management
&
Warehousing
1
2. Brussels
Cloud
Computing
(Since
1970)
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
In
1970
a
service
provider
would
have
owned
a
mainframe
and
provided
clients
with
a
connecFon
that
allowed
them
to
interact
with
the
system.
Many
companies
would
have
accessed
this
system
sharing
the
resource
on
demand
The
terminology
has
changed
and
the
technology
has
been
updated
but
the
funcFonality
remains
the
same.
“Cloud
compuFng
is
the
use
of
compuFng
resources
(hardware
and
soMware)
that
are
delivered
as
a
service
over
a
network
(typically
the
Internet).
Cloud
compuFng
entrusts
remote
services
with
a
user's
2
data,
soMware
and
computaFon.”
-‐
Wikipedia
4. Brussels
The
‘as
a
Service’
Stack
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• The
more
standard
the
business
applicaFon
the
higher
up
the
stack
it
is
possible
to
go
• Most
organisaFons
can
do
e-‐mail,
ERP,
CRM
as
SaaS
• There
is
also
NaaS
–
Network
as
a
Service
that
provides
the
connecFvity
to
the
cloud
&
between
clouds
4
5. Brussels
Cloud
Models
21
–
22
March
‘13
• Public
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Services
provided
by
a
service
provider,
usually
offered
on
a
pay
per
use
model
measured
by
CPU,
Storage,
Network
Bandwidth,
AcFve
Seats,
etc.
• Private
• Services
built
by
an
organisaFon
for
it’s
own
use
but
using
the
technologies
and
techniques
of
public
cloud
compuFng
–
really
only
available
to
large
corporates
and
governments
• Community
• Services
built
by
a
group
of
organisaFons
who
use
common
resources
or
share
common
concerns
(security,
compliance,
etc.)
• Hybrid
• CombinaFon
of
Public
and
Private/Community
environment
using
allowing
commodity
components
where
possible
and
bespoke
cloud
services
where
necessary
5
6. Brussels
Public
vs.
Private
Cloud
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Public
cloud
has
an
iniFal
(very)
low
cost
with
predictable
long-‐term
cost
–
although
the
long-‐term
cost
is
oMen
considered
quite
high
–
private
cloud
is
costly
to
setup
and
long-‐term
cost
is
unpredictable
• Scale-‐up
and
scale-‐out
are
easier
on
public
cloud
as
the
service
provider
is
responsible
for
ensuring
resources
are
available
at
a
pre-‐determined
cost
• Security
&
privacy
of
data
on
public
cloud
will
always
be
a
concern.
There
are
addiFonal
concerns
over
data
locaFon
–
can
data
be
moved
between
states?
Can
rouge
states
host
their
applicaFons
in
the
same
hosted
environment
as
your
company
servers?
etc.
6
7. Brussels
Elastic
Services
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• In
order
to
get
more
resource
cloud
based
services
have
ways
to
enable
organisaFons
to
get
more
physical
or
virtual
servers
quickly
and
easily
• ElasFc
services
allow
organisaFons
to
expand
or
contract
the
size
of
their
individual
servers
(CPU/Disk/Bandwidth)
based
on
need
• This
is
not
usually
transparent
as
it
oMen
requires
a
reboot
• ElasFc
disk
space
is
usually
slower
than
dedicated
disks
• Choice
of
database
technology
will
affect
choices
• Appliances
need
to
be
hosted
or
co-‐located
• Column-‐store
databases
are
very
effecFve
in
elasFc
compute
as
the
they
use
less
resources
compared
to
the
raw
data
or
row
based
dbs
• Big
Data
technologies
favour
large
numbers
of
elasFc
compute
7
technologies
but
this
can
get
expensive
8. Brussels
The
BI
Systems
Model
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
Database
Database
Staging
Staging
Data
ReporFng
Source
ETL
Data
Mart
ETL
Server
Warehouse
Tools
Systems
Server
Database
Database
Servers
• Most
BI/DWH
soluFons
do
&
will
look
something
like
this
• There
will
be
a
corporate
strategy
for
operaFonal
systems
• Legacy
systems
will
be
in-‐house
• New
systems
may
be
in-‐house
or
in
the
cloud
• Even
if
an
organisaFon
is
commifed
to
a
fully
cloud
based
future
there
will
be
a
transiFonal
state
which
is
mixed
mode
8
9. Brussels
Deployment
Model
1
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
Database
Database
Staging
Staging
Data
ReporFng
Source
ETL
Data
Mart
ETL
Server
Warehouse
Tools
Systems
Server
Database
Database
Servers
In
House
In
The
Cloud
• ExisFng
Data
Warehouse
retained
in
house
• Data
Marts
&
ReporFng
Tools
migrated
to
the
cloud
• ETL
Server
has
to
deliver
‘ETL’
(i.e.
data
ready
for
direct
load)
• ReporFng
via
web
interface
• Desktop
tools
used
via
Remote
Desktop
• Favoured
as
a
first
step
into
the
cloud
9
• Experiments
in
public
cloud
and
for
extranet
usage
10. Brussels
Deployment
Model
2
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
Database
Database
Staging
Staging
Data
ReporFng
Source
ETL
Data
Mart
ETL
Server
Warehouse
Tools
Systems
Server
Database
Database
Servers
In
House
In
The
Cloud
• Deployment
with
two
ETL
servers
• First
ETL
Server
loads
the
data
warehouse
• Second
ETL
server
has
to
deliver
‘ELT’
to
ensure
that
performance
is
sufficient
and
uses
a
pull
model
10
11. Brussels
Deployment
Model
3
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
Database
Database
Staging
Staging
Data
ReporFng
Source
ETL
Data
Mart
ETL
Server
Warehouse
Tools
Systems
Server
Database
Database
Servers
In
House
In
The
Cloud
• Deployment
with
two
ETL
servers
• First
ETL
Server
loads
the
staging
area,
this
is
normally
a
literal
staging
area
and
therefore
is
just
‘EL’
(no
‘T’)
• Second
ETL
server
has
to
deliver
‘ELT’
to
ensure
that
performance
is
sufficient
and
uses
a
pull
model
11
12. Brussels
Deployment
Model
4
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
Database
Database
Staging
Staging
Data
ReporFng
Source
ETL
Data
Mart
ETL
Server
Warehouse
Tools
Systems
Server
Database
Database
Servers
In
House
In
The
Cloud
• Deployment
with
a
single
cloud
based
ETL
server
• Normal
BI
operaFons
but
all
of
the
BI
is
in
the
cloud
• More
oMen
used
with
Private
cloud
due
to
security
concerns
12
13. Brussels
Deployment
Model
5
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
Database
Database
Staging
Staging
Data
ReporFng
Source
ETL
Data
Mart
ETL
Server
Warehouse
Tools
Systems
Server
Database
Database
Servers
In
The
Cloud
• Fully
cloud
based
environment
• No
issues
around
data
movement
volumes
• Security
concerns
will
have
been
addressed
because
all
corporate
data
is
in
the
cloud
already
13
14. Brussels
Legacy
Deployment
Model
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
Database
Database
Staging
Staging
Data
ReporFng
Source
ETL
Data
Mart
ETL
Server
Warehouse
Tools
Systems
Server
Database
Database
Servers
In
The
In
House
Cloud
• Fully
cloud
based
environment
for
operaFonal
systems
• Data
being
dragged
back
into
legacy
BI
system
• Issues
with
migraFng
legacy
BI
technologies
to
the
cloud
14
15. Brussels
Major
Issues
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Volume
of
data
over
the
network
• Whichever
(distributed)
deployment
model
is
used
at
some
point
significant
amounts
of
data
will
have
to
moved
across
the
network
–
this
is
the
slowest
component
of
any
BI
soluFon
and
introduces
cost
and
latency
• Punching
a
hole
in
the
firewall
• Many
organisaFons
will
be
concerned
about
deploying
an
ETL
tool
in
the
cloud
that
needs
fill
read
access
to
all
it’s
major
systems
–
deployment
models
that
restrict
this
access
tend
to
be
more
popular
• Compliance
• Can
you
move
your
data
outside
your
state
and
any
other
range
of
regulaFons
• US
-‐
FISMA,HIPAA,
SOX;
EU
–
Data
ProtecFon
DirecFve;
etc.
15
16. Brussels
Appliances
in
the
cloud
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• All
physical
appliances
in
the
cloud
have
to
be
hosted
or
co-‐
located
• Oracle
Exadata,
IBM
Netezza,
InfoBright
Infopliance
• All
offer
some
managed
service,
implementaFon
with
preferred
partners
or
self-‐build
cloud
opFons
• Virtual
Appliance
providers
allow
elasFc
services
to
be
used
as
well
as
being
hosted
or
co-‐located
• EMC
Greenplum,
ParAccel
• These
technologies
have
community
ediFons
which
allow
try
before
you
buy
• Again
all
offer
some
managed
service,
implementaFon
with
preferred
partners
or
self-‐build
cloud
opFons
16
17. Brussels
Column
Store
In
the
Cloud
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Column
Store
databases
well
suited
to
cloud
implementaFons
• UK
operator
data
being
loaded
into
a
column
store
database
• 2.6
Billion
call
data
records
(CDR)
per
day
• 114Gb
of
data
in
raw
files
including
reference
data
• <
2.5
hours
to
transfer
to
server
and
load
data
• Database
grows
by
7Gb
per
day
–
effecFve
compression
16.25:1
• Players
in
the
market
offering
services
in
this
area
include:
• AcFan
Vectorwise*,
HP
VerFca,
InfoBright*,
MicrosoM
SQL
Server
2012,
SAP
Sybase
IQ
• *These
technologies
have
community
ediFons
which
allow
try
before
you
buy
–
others
have
low
cost
PoC
opFons
17
• All
available
in
co-‐locaFon,
hosted
and
elasFc
service
models
18. Brussels
Big
Data
in
the
Cloud
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• The
technologies
that
was
designed
for
use
in
the
cloud
from
the
beginning.
• Lots
of
emerging
technologies
and
companies
• Current
ones
which
are
definitely
interesFng
include
Acunu,
Cassandra,
DataStax,
Cloudera,
HortonWorks,
MarkLogic,
Couchbase,
etc.
but
this
is
not
a
definiFve
list
• All
the
big
vendors
(IBM,
Oracle,
EMC,
SAP,
etc.)
also
have
big
data
offerings
• Many
of
these
technologies
being
deployed
besides
tradiFonal
database
technologies
• Very
low
cost
as
the
soMware
is
free
and
by
definiFon
they
use
elasFc
compute
18
19. Brussels
BI
Tools
In
the
Cloud
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Technical
deployment
of
ReporFng
and
Data
VisualisaFon
Tools
in
the
cloud
is
the
easiest
part
of
the
process
• Each
product
has
a
defined
deployment
model
just
as
they
do
in
an
in-‐house
data
centre
• Obtain
the
servers
(co-‐located,
hosted
or
elasFc)
and
install
the
soMware
and
connect
to
the
data
servers
• Some
hosFng
and
infrastructure
companies
will
provide
pre-‐
deployed
soMware
packages
• The
quesFon
is
does
your
soMware
vendor
understand
offer
an
effecFve
SaaS
licencing
model
–
most
maintain
their
exisFng
‘per
seat’
licence
model
rather
than
pay
by
use
model
19
20. Brussels
Big
Data
Landscape
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
20
21. Brussels
Full
Stack
Cloud
Providers
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Some
companies
have
the
depth
of
tools
(ETL,
Database,
ReporFng)
and
faciliFes
to
provide
a
full
BI
in
the
cloud
stack
• IBM
• Datastage,
Netezza,
Cognos
and
various
Big
Data
Technologies
• MicrosoM
• SSIS,
SQL
Server
2012,
ReporFng
Services
and
Hadoop
• Oracle
• Oracle
Technology
on
Demand
stack
(Exadata,
Discoverer,
etc.)
• SAP
BI
On
Demand
• Business
Objects
reporFng
and
ETL
with
SAP
HANA
21
• In
pracFce
some
are
more
mature
than
others
in
this
area
22. Brussels
The
Positive
Impact
of
Cloud
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• The
provisioning
of
technology
should
be
faster
• The
cost
base
should
be
more
predictable
for
compute
resources
• The
cloud
is
an
excellent
way
to
trial
new
technologies
and
to
run
rapid
developments
in
a
Skunk
Works
approach
22
23. Brussels
The
Negative
Impact
of
Cloud
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Most
BI
operaFons
have
to
deal
with
an
IT
department
already
–
this
doesn’t
change
and
may
even
be
more
complex
• Always
consider
the
cost
of
moving
large
amounts
of
data
from
an
in-‐house
system
to
the
cloud
–
this
is
oMen
the
breaking
point
for
cloud
based.
• The
reverse
may
also
be
true
–
your
operaFonal
systems
may
be
put
in
the
cloud
before
you
have
BI
there,
in
which
case
you
will
be
paying
to
download
the
data
• There
are
many
more
operaFonal
issues
than
technical
issues
around
moving
service
provision
to
the
cloud
23
24. Brussels
What
doesn’t
change
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
• Cloud
and
SaaS
are
just
the
latest
iteraFon
of
cost
management
concepts
(Timeshare,
Outsourcing,
etc.)
for
IT
• They
can
help
with
the
baseline
costs
of
a
BI
project
by
providing
and
managing
the
commodity
components
of
the
environment
• But
…
• Most
BI
projects
are
about
an
interacFon
between
the
business
and
IT
systems
• They
are
about
rapidly
delivering
informaFon
in
a
constantly
changing
environment
• <10%
of
the
TCO
over
10
years
is
in
infrastructure
–
the
rest
is
in
people,
development
of
ETL,
support,
change
24
25. Brussels
Geek
&
Poke’s
View
…
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
25
hfp://geekandpoke.typepad.com
26. Brussels
About
Us
21
–
22
March
‘13
13
November
Data
Management
&
Warehousing
is
a
UK
based
consultancy
2012
that
has
been
delivering
successful
business
intelligence
and
data
warehousing
soluFons
since
1995.
©
2012
Data
Management
&
Warehousing
Our
consultants
have
worked
with
major
corporaFons
around
the
world
including
the
US,
Europe,
Africa
and
the
Middle
East.
We
have
worked
in
many
industry
sectors
such
as
telcos,
manufacturing,
retail,
financial
and
transport.
We
provide
governance
and
project
management
as
well
as
experFse
in
the
leading
technologies.
26
27. Brussels
Contact
Us
21
–
22
March
‘13
13
November
• Data
Management
&
Warehousing
2012
• Website:
hfp://datamgmt.com
• Telephone:
UK
+44
118
321
5930
©
2012
Data
Management
&
Warehousing
•
US
+1
716
406
3311
• David
Walker
• E-‐Mail:
davidw@datamgmt.com
• Telephone:
+44
(0)
7990
594
372
• Skype:
datamgmt
• White
Papers:
hfp://datamgmt.com/white-‐papers
• PresentaFons:
hfp://datamgmt.com/presentaFons
• Blog:
hfp://datamgmt.com/blog
27
28. Brussels
21
–
22
March
‘13
©
2013
Data
Management
&
Warehousing
datamgmt.com
BI
Software
as
a
Service
&
Cloud
Strategies
for
Telcos
Thank
You
28