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Technical Report Conclusion Paragraph
This
report
evaluated
the
performance
,
scalability
,
and
reliability
of
the
prototype
system
under
simulated
production
workloads
.
Overall
,
the
results
confirm
that
the
system
meets
its
stated
design
objectives
and
is
ready
for
deployment
in
the
target
environment
.
Key
findings
LIMITATIONS
Testing
was
limited
to
synthetic
workloads
,
so
real
-
world
traffic
patterns
may
differ
from
the
results
presented
here
.
Further
validation
with
representative
production
data
is
recommended
before
final
capacity
planning
.
RECOMMENDATIONS
Proceed
with
a
phased
deployment
beginning
with
non
-
critical
workloads
,
add
monitoring
for
memory
pressure
and
disk
I
/
O
,
and
schedule
a
follow
-
up
load
test
within
one
month
of
the
first
production
release
to
confirm
performance
under
live
conditions
.
Throughput
remained
stable
at
up
to
1,200
requests
per
second
,
with
p
95
latency
consistently
below
180
ms
under
sustained
load
.
Horizontal
scaling
improved
throughput
almost
linearly
up
to
12
nodes
;
beyond
that
point
scheduling
overhead
reduced
marginal
gains
.
Automatic
failover
recovered
service
within
42
seconds
on
average
,
with
no
data
loss
observed
across
50
fault
-
injection
runs
.
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