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@pavlobaron Why monitoring sucks and how to improve it
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Long overdue slides of the talk I did last year at BuildStuff and NDC Oslo.
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@pavlobaron Why monitoring sucks and how to improve it
1.
why monitoring sucks and
how to improve it
2.
3.
monitoring sucks
4.
actually…
5.
monitoring sucks %$§&ing big
time!
6.
why monitoring sucks and
how to improve it
7.
zoo of incompletenesses
8.
9.
10.
wow very tools much consistent wow
11.
monitoring is too diverse for
one tool to promise it all
12.
to monitor means
to reason about what you don’t understand exactly
13.
model written in
stone
14.
15.
16.
wow very model much adaptive wow
17.
IT systems taxonomy and geography are
continuously moving parts
18.
IT systems model is
a dynamic graph
19.
outdated technology
20.
21.
22.
wow very technology much modern wow
23.
technology is crucial for
(monitoring) solutions
24.
monitoring should fit your
technical future, not your technical past
25.
naïve math
26.
27.
28.
wow very math much clever wow
29.
monitoring is a mathematical
domain
30.
math is much
more than simple arithmetics
31.
blind math
32.
33.
34.
wow very correlations much semantic wow
35.
monitoring is semantic knowledge
36.
mathematical models are crucial (for
monitoring)
37.
eyeball intelligence
38.
39.
40.
wow very charts much informative wow
41.
monitoring is a
problem that is very similar to piloting aircrafts
42.
let intelligent robots support
or partially replace humans at monitoring
43.
weak resolution
44.
45.
46.
wow very pixels much precise wow
47.
pixelation is only good
for retro games and for hiding
48.
monitoring needs default resolution
<=1s, higher resolution on demand
49.
not even close to
near time
50.
51.
52.
wow very realtime much timely wow
53.
data that’s older
than previous second is for forensics only
54.
it needs to
be streaming in order to be timely
55.
forecasting yesterday’s weather
56.
57.
58.
wow very future much forecast wow
59.
past events are
good for offline crunching and post-mortems
60.
today is only yesterday’s
tomorrow - forecast based prevention is more effective than hours long repair
61.
ghost in the
machine
62.
63.
64.
wow very cat much Schrödinger wow
65.
let-it-crash and bring-it-back
66.
identification of infrastructure elements needs
to be logic and eventually probabilistic
67.
binary alerting
68.
69.
70.
wow very cat much Schrödinger wow
71.
false-positives and false-negatives are there
to learn
72.
user needs to
help turn false into true
73.
feedback monologue
74.
75.
76.
wow very feedback much easy wow
77.
feedback is not configuration
or code, it’s a click
78.
feedback is there to
learn
79.
misplaced intelligence
80.
81.
82.
wow very business much intelligent wow
83.
stable operations is
a business requirement, but not a business focus
84.
trying to reason
about business by looking at systems is wrong
85.
need for .1%
86.
87.
88.
wow very expertise much dollar wow
89.
performance and monitoring experts
are rare and expensive
90.
it should be
tools that replace them, not tools that legitimate their daily rates
91.
monitoring sucks but it
can be improved
92.
thank you @pavlobaron @instanahq