<s>
In	O
the	O
fields	O
of	O
information	B-General_Concept
technology	I-General_Concept
(	O
IT	O
)	O
and	O
systems	B-Application
management	I-Application
,	O
IT	B-Architecture
operations	I-Architecture
analytics	I-Architecture
(	O
ITOA	B-Architecture
)	O
is	O
an	O
approach	O
or	O
method	O
to	O
retrieve	O
,	O
analyze	O
,	O
and	O
report	O
data	O
for	O
IT	O
operations	O
.	O
</s>
<s>
ITOA	B-Architecture
may	O
apply	O
big	B-Application
data	I-Application
analytics	I-Application
to	O
large	O
datasets	O
to	O
produce	O
business	O
insights	O
.	O
</s>
<s>
By	O
2017	O
,	O
it	O
predicted	O
that	O
15%	O
of	O
enterprises	O
will	O
use	O
IT	B-Architecture
operations	I-Architecture
analytics	I-Architecture
technologies	O
.	O
</s>
<s>
IT	B-Architecture
operations	I-Architecture
analytics	I-Architecture
(	O
ITOA	B-Architecture
)	O
(	O
also	O
known	O
as	O
advanced	O
operational	B-Architecture
analytics	I-Architecture
,	O
or	O
IT	O
data	O
analytics	O
)	O
technologies	O
are	O
primarily	O
used	O
to	O
discover	O
complex	O
patterns	O
in	O
high	O
volumes	O
of	O
often	O
"	O
noisy	O
"	O
IT	B-General_Concept
system	I-General_Concept
availability	O
and	O
performance	O
data	O
.	O
</s>
<s>
Note	O
,	O
ITOA	B-Architecture
is	O
different	O
than	O
AIOps	O
,	O
which	O
focuses	O
on	O
applying	O
artificial	B-Application
intelligence	I-Application
and	O
machine	O
learning	O
to	O
the	O
applications	O
of	O
ITOA	B-Architecture
.	O
</s>
<s>
However	O
,	O
only	O
with	O
the	O
emergence	O
of	O
machine	O
learning	O
tech	O
in	O
the	O
early	O
2000s	O
could	O
an	O
artificially	B-Application
intelligent	I-Application
operational	B-Architecture
analytics	I-Architecture
platform	O
actually	O
begin	O
to	O
engage	O
in	O
the	O
high-level	O
pattern	O
recognition	O
that	O
could	O
adequately	O
serve	O
business	O
needs	O
.	O
</s>
<s>
A	O
critical	O
catalyst	O
towards	O
ITOA	B-Architecture
development	O
was	O
the	O
rise	O
of	O
Google	B-Application
,	O
which	O
pioneered	O
a	O
predictive	B-General_Concept
analytics	I-General_Concept
model	O
that	O
represented	O
the	O
first	O
attempt	O
to	O
read	O
into	O
patterns	O
of	O
human	O
behavior	O
on	O
the	O
Internet	O
.	O
</s>
<s>
IT	O
specialists	O
then	O
applied	O
predictive	B-General_Concept
analytics	I-General_Concept
to	O
the	O
IT	B-General_Concept
Industry	I-General_Concept
,	O
coming	O
forward	O
with	O
platforms	O
that	O
can	O
sift	O
through	O
data	O
to	O
generate	O
insights	O
without	O
the	O
need	O
for	O
human	O
intervention	O
.	O
</s>
<s>
Due	O
to	O
the	O
mainstream	O
embrace	O
of	O
cloud	B-Architecture
computing	I-Architecture
and	O
the	O
increasing	O
desire	O
for	O
businesses	O
to	O
adopt	O
more	O
big	B-Application
data	I-Application
practices	O
,	O
the	O
ITOA	B-Architecture
industry	O
has	O
grown	O
significantly	O
since	O
2010	O
.	O
</s>
<s>
A	O
2016	O
ExtraHop	O
survey	O
of	O
large	O
and	O
mid-size	O
corporations	O
indicates	O
that	O
65	O
percent	O
of	O
the	O
businesses	O
surveyed	O
will	O
seek	O
to	O
integrate	O
their	O
data	B-Application
silos	I-Application
either	O
this	O
year	O
or	O
the	O
next	O
.	O
</s>
<s>
The	O
current	O
goals	O
of	O
ITOA	B-Architecture
platforms	O
are	O
to	O
improve	O
the	O
accuracy	O
of	O
their	O
APM	B-Application
services	O
,	O
facilitate	O
better	O
integration	O
with	O
the	O
data	O
,	O
and	O
to	O
enhance	O
their	O
predictive	B-General_Concept
analytics	I-General_Concept
capabilities	O
.	O
</s>
<s>
ITOA	B-Architecture
systems	O
tend	O
to	O
be	O
used	O
by	O
IT	O
operations	O
teams	O
,	O
and	O
Gartner	O
describes	O
seven	O
applications	O
of	O
ITOA	B-Architecture
systems	O
:	O
</s>
<s>
In	O
their	O
Data	O
Growth	O
Demands	O
a	O
Single	O
,	O
Architected	O
IT	B-Architecture
Operations	I-Architecture
Analytics	I-Architecture
Platform	O
,	O
Gartner	O
Research	O
describes	O
five	O
types	O
of	O
analytics	O
technologies	O
:	O
</s>
<s>
A	O
number	O
of	O
vendors	O
operate	O
in	O
the	O
ITOA	B-Architecture
space	O
:	O
</s>
