SlideShare a Scribd company logo
1 of 182
Download to read offline
and FUTUREThe
Serverless
OBSERVABILITY
ofpresent
hi, my name is Yan.
hi, my name is Yan.
hi, my name is Yan.
AWS user since 2009
http://bit.ly/yubl-serverless
http://bit.ly/2Cdsai5
2017
observability
http://bit.ly/2EXQZBj
http://bit.ly/2EXKEFZ
mm… I wonder what’s
going on here…
what is observability?
how is it different from monitoring?
Monitoring
watching out for
known failure modes
in the system,
e.g. network I/O, CPU,
memory usage, …
Observability
being able to debug
the system, and gain
insights into the
system’s behaviour
However, I would argue that the health of the system no
longer matters. We've entered an era where what matters is
the health of each individual event, or each individual user's
experience, or each shopping cart's experience (or other high
cardinality dimensions). With distributed systems you
don't care about the health of the system, you care about
the health of the event or the slice.
”http://bit.ly/2E2QngU- Charity Majors
“
However, I would argue that the health of the system no
longer matters. We've entered an era where what matters is
the health of each individual event, or each individual user's
experience, or each shopping cart's experience (or other high
cardinality dimensions). With distributed systems you
don't care about the health of the system, you care about
the health of the event or the slice.
”http://bit.ly/2E2QngU- Charity Majors
“
These are the four pillars of the Observability Engineering
team’s charter:
• Monitoring
• Alerting/visualization
• Distributed systems tracing infrastructure
• Log aggregation/analytics
“
” http://bit.ly/2DnjyuW- Observability Engineering at Twitter
Observability is useful even outside of incidents and outages
microservices death stars circa 2015
microservices death stars circa 2015
I got this!
new
challenges
new
challenges
NO ACCESS
to underlying OS
NOWHERE
to install agents/daemons
•nowhere to install agents/daemons
new challenges
user request
user request
user request
user request
user request
user request
user request
critical paths:
minimise user-facing latency
handler
handler
handler
handler
handler
handler
handler
user request
user request
user request
user request
user request
user request
user request
critical paths:
minimise user-facing latency
StatsD
handler
handler
handler
handler
handler
handler
handler
rsyslog
background processing:
batched, asynchronous, low
overhead
user request
user request
user request
user request
user request
user request
user request
critical paths:
minimise user-facing latency
StatsD
handler
handler
handler
handler
handler
handler
handler
rsyslog
background processing:
batched, asynchronous, low
overhead
NO background processing
except what platform provides
•no background processing
•nowhere to install agents/daemons
new challenges
EC2
concurrency used to be
handled by your code
EC2
Lambda
Lambda
Lambda
Lambda
Lambda
now, it’s handled by the
AWS Lambda platform
EC2
logs & metrics used to be
batched here
EC2
Lambda
Lambda
Lambda
Lambda
Lambda
now, they are batched in each
concurrent execution, at best…
HIGHER concurrency to log
aggregation/telemetry system
•higher concurrency to telemetry system
•nowhere to install agents/daemons
•no background processing
new challenges
Lambda
cold start
Lambda
data is batched between
invocations
Lambda
idle
data is batched between
invocations
Lambda
idle
garbage collectiondata is batched between
invocations
Lambda
idle
garbage collectiondata is batched between
invocations
HIGH chance of data loss
•high chance of data loss (if batching)
•nowhere to install agents/daemons
•no background processing
•higher concurrency to telemetry system
new challenges
Lambda
my code
send metrics
my code
send metrics
my code
send metrics
internet internet
press button something happens
http://bit.ly/2Dpidje
?
functions are often chained together
via asynchronous invocations
?
SNS
Kinesis
CloudWatch
Events
CloudWatch
LogsIoT
DynamoDB
S3 SES
?
SNS
Kinesis
CloudWatch
Events
CloudWatch
LogsIoT
DynamoDB
S3 SES
tracing ASYNCHRONOUS
invocations through so many
different event sources is difficult
•asynchronous invocations
•nowhere to install agents/daemons
•no background processing
•higher concurrency to telemetry system
•high chance of data loss (if batching)
new challenges
the Present
These are the four pillars of the Observability Engineering
team’s charter:
• Monitoring
• Alerting/visualization
• Distributed systems tracing infrastructure
• Log aggregation/analytics
“
” http://bit.ly/2DnjyuW- Observability Engineering at Twitter
2016-07-12T12:24:37.571Z 994f18f9-482b-11e6-8668-53e4eab441ae
GOT is off air, what do I do now?
2016-07-12T12:24:37.571Z 994f18f9-482b-11e6-8668-53e4eab441ae
GOT is off air, what do I do now?
UTC Timestamp Request Id
your log message
one log group per
function
one log stream for each
concurrent invocation
logs are not easily searchable in
CloudWatch Logs
me
CloudWatch Logs
CloudWatch Logs AWS Lambda ELK stack
…
CloudWatch Logs
•no background processing
•nowhere to install agents/daemons
new challenges
my code
send metrics
internet internet
press button something happens
those extra 10-20ms for
sending custom metrics would
compound when you have
microservices and multiple
APIs are called within one slice
of user event
Amazon found every 100ms of latency cost them 1% in sales.
http://bit.ly/2EXPfbA
console.log(“hydrating yubls from db…”);
console.log(“fetching user info from user-api”);
console.log(“MONITORING|1489795335|27.4|latency|user-api-latency”);
console.log(“MONITORING|1489795335|8|count|yubls-served”);
timestamp metric value
metric type
metric namemetrics
logs
CloudWatch Logs AWS Lambda
ELK stack
logs
m
etrics
CloudWatch
delay
cost
concurrency
delay
cost
concurrency
no latency
overhead
API Gateway
send custom metrics
asynchronously
SNS KinesisS3API Gateway
…
send custom metrics
asynchronously
send custom metrics as
part of function invocation
X-Ray
do not span over API Gateway
narrow focus on a function
good for homing in on performance issues
for a particular function, but offers little to
help you build intuition about how your
system operates as a whole.
However, I would argue that the health of the system no
longer matters. We've entered an era where what matters is
the health of each individual event, or each individual user's
experience, or each shopping cart's experience (or other high
cardinality dimensions). With distributed systems you don't
care about the health of the system, you care about the
health of the event or the slice.
”http://bit.ly/2E2QngU- Charity Majors
“
follow the data
don’t span over async invocations
good for identifying dependencies of a function,
but not good enough for tracing the entire call
chain as user request/data flows through the
system via async event sources.
don’t span over non-AWS services
static view
our tools need to do more to help us with
understanding & debugging our distributed system,
not just what happens inside one function
“one user action/vertical slice through the system”
microservices death stars circa 2015
microservices death stars circa 2015
HELP…
WARNING: this is part fiction, part inspired by new tools
DASHBOARDS
different dimensions of X splattered
across the screen
+ cold starts
+ throttled invocations
+ concurrent executions
+ estimated cost ($)
SubscriberGetAccount
200,545
0
19
94
0
0 %
0 %
Est Cost:
Req Rate:
$54.0/s
20,056.0/s
Concurrency
Median
Mean 99.5th
99th
90th370
1ms
4ms 61ms
44ms
10ms
circle colour and size represent
health and traffic volume
2 minutes of request rate to
show relative changes in traffic
no. of concurrent executions
of this function
Request rate
Estimated cost
Error percentage
of last 10 seconds
Cold start percentage
last 10 seconds
last minute latency percentiles
200,545
0
19
94
0
Rolling 10 second counters
with 1 second granularity
Successes
Cold starts
Timeouts
Throttled Invocations
Errors
SubscriberGetAccount
200,545
0
19
94
0
0 %
0 %
Est Cost:
Req Rate:
$54.0/s
20,056.0/s
Concurrency
Median
Mean 99.5th
99th
90th370
1ms
4ms 61ms
44ms
10ms
circle colour and size represent
health and traffic volume
2 minutes of request rate to
show relative changes in traffic
no. of concurrent executions
of this function
Request rate
Estimated cost
Error percentage
of last 10 seconds
Cold start percentage
last 10 seconds
last minute latency percentiles
200,545
0
19
94
0
Rolling 10 second counters
with 1 second granularity
Successes
Cold starts
Timeouts
Throttled Invocations
Errors
SubscriberGetAccount
200,545
0
19
94
0
0 %
0 %
Est Cost:
Req Rate:
$54.0/s
20,056.0/s
Concurrency
Median
Mean 99.5th
99th
90th370
1ms
4ms 61ms
44ms
10ms
circle colour and size represent
health and traffic volume
2 minutes of request rate to
show relative changes in traffic
no. of concurrent executions
of this function
Request rate
Estimated cost
Error percentage
of last 10 seconds
Cold start percentage
last 10 seconds
last minute latency percentiles
200,545
0
19
94
0
Rolling 10 second counters
with 1 second granularity
Successes
Cold starts
Timeouts
Throttled Invocations
Errors
SubscriberGetAccount
200,545
0
19
94
0
0 %
0 %
Est Cost:
Req Rate:
$54.0/s
20,056.0/s
Concurrency
Median
Mean 99.5th
99th
90th370
1ms
4ms 61ms
44ms
10ms
circle colour and size represent
health and traffic volume
2 minutes of request rate to
show relative changes in traffic
no. of concurrent executions
of this function
Request rate
Estimated cost
Error percentage
of last 10 seconds
Cold start percentage
last 10 seconds
last minute latency percentiles
200,545
0
19
94
0
Rolling 10 second counters
with 1 second granularity
Successes
Cold starts
Timeouts
Throttled Invocations
Errors
SubscriberGetAccount
200,545
0
19
94
0
0 %
0 %
Est Cost:
Req Rate:
$54.0/s
20,056.0/s
Concurrency
Median
Mean 99.5th
99th
90th370
1ms
4ms 61ms
44ms
10ms
circle colour and size represent
health and traffic volume
2 minutes of request rate to
show relative changes in traffic
no. of concurrent executions
of this function
Request rate
Estimated cost
Error percentage
of last 10 seconds
Cold start percentage
last 10 seconds
last minute latency percentiles
200,545
0
19
94
0
Rolling 10 second counters
with 1 second granularity
Successes
Cold starts
Timeouts
Throttled Invocations
Errors
birds-eye view of our system as it lives and breathes
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
create-auth0-user
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
trace async invocations
create-auth0-user
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
trace non-AWS resources
create-auth0-user
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
Logs
timestamp component message
POST /user2018/01/25 20:51:23.188
2018/01/25 20:51:23.201 create-user
2018/01/25 20:51:23.215 create-user
2018/01/25 20:51:23.521 tag-user
incoming request…
saving user [theburningmonk] in the [user] table…
saved user [theburningmonk] in the [user] table
level
debug
debug
debug
debug tagging user [theburningmonk] with Azure Face API…
create-auth0-user
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
Logs
timestamp component message
POST /user2018/01/25 20:51:23.188
2018/01/25 20:51:23.201 create-user
2018/01/25 20:51:23.215 create-user
2018/01/25 20:51:23.521 tag-user
incoming request…
saving user [theburningmonk] in the [user] table…
saved user [theburningmonk] in the [user] table
level
debug
debug
debug
debug tagging user [theburningmonk] with Azure Face API…
create-auth0-user
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
Logs
timestamp component message
POST /user2018/01/25 20:51:23.188 incoming request…
level
debug
request-id
start-time
0ae4ba5d-dab1-4f9e-9de7-eace27ebfbc2
2018/01/25 20:51:23.188
method POST
create-auth0-user
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
Logs
timestamp component message
2018/01/25 20:51:23.201 create-user
2018/01/25 20:51:23.215 create-user
2018/01/25 20:51:23.585
saving user [theburningmonk] in the [user] table…
saved user [theburningmonk] in the [user] table
level
debug
debug
debug uploading profile image…
create-user debug tagged user [theburningmonk] with Azure Face API…
create-user2018/01/25 20:51:23.587
create-auth0-user
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
Logs
timestamp component message
2018/01/25 20:51:23.201 create-user
2018/01/25 20:51:23.215 create-user
2018/01/25 20:51:23.585
saving user [theburningmonk] in the [user] table…
saved user [theburningmonk] in the [user] table
level
debug
debug
debug uploading profile image…
create-user debug tagged user [theburningmonk] with Azure Face API…
create-user2018/01/25 20:51:23.587
click here to go to code create-auth0-user
Logs Input/Output
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
input output
{
"body": "{ "username":"theburningmonk"}",
"resource": "/user",
"requestContext": {
"resourceId": "123456",
"apiId": “1234567890",
"resourcePath": "/user",
{
"statusCode": 200
}
create-auth0-user
Logs Input/Output
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
input output
{ "Records": [
{ "Sns": {
"Type": "Notification",
"MessageId": "…",
"TopicArn": "…",
"Message": "…",
"Timestamp": "2018/01/25 20:51:24.215",
{
"error": null,
"result": "OK"
}
create-auth0-user
Logs Input/Output
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
reformat-imagestag-user
Face API
input error
{ "Records": [
{ "Sns": {
"Type": "Notification",
"MessageId": "…",
"TopicArn": "…",
"Message": "…",
"Timestamp": "2018/01/25 20:51:24.215",
[com.spaceape.dragon.handler.ReformatProfileImageHandle
r] Null reference exception
*java.lang.NullReferenceException: …
* at …
* at …
* at …
create-auth0-user
Logs Input/Output
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
create-auth0-user
reformat-imagestag-user
Face API
input error
{ "Records": [
{ "Sns": {
"Type": "Notification",
"MessageId": "…",
"TopicArn": "…",
"Message": "…",
"Timestamp": "2018/01/25 20:51:24.215",
[com.spaceape.dragon.handler.ReformatProfileImageHandle
r] Null reference exception
*java.lang.NullReferenceException: …
* at …
* at …
* at …
!
All
0 200 400 600 800
create-user
…user.insert_user
…user.upload_img
tag-user
create-auto0-user
process-images
resize-images
reformat-images!
837ms
406ms
66ms
114ms
122ms
82ms
240ms
157ms
35ms
All
0 200 400 600 800
create-user
…user.insert_user
…user.upload_img
tag-user
create-auto0-user
process-images
resize-images
reformat-images!
837ms
406ms
66ms
114ms
122ms
82ms
240ms
157ms
35ms
Input/Output
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
create-auth0-user
reformat-imagestag-user
Face API
Logs
!
All
0 200 400 600 800
create-user
…user.insert_user
…user.upload_img
tag-user
create-auto0-user
process-images
resize-images
reformat-images!
837ms
406ms
66ms
114ms
122ms
82ms
240ms
157ms
35ms
Input/Output
user
profile-images
POST /user
process-images
resize-images
image-tasks
Auth0
create-user
create-auth0-user
reformat-imagestag-user
Face API
Logs
!
All
0 200 400 600 800
create-user
…user.insert_user
…user.upload_img
tag-user
create-auto0-user
process-images
resize-images
reformat-images!
837ms
406ms
66ms
114ms
122ms
82ms
240ms
157ms
35ms
all your needs in one placeTRACING
mmm… it’s a graph
what if we can query it
like a graph?
http://amzn.to/2nk7uiW
ability to query based on the relationship
between observed components
(as well as the components themselves)
root cause analysis
the elevated error rate in service X was caused by
DynamoDB table throttling.“
”
payment was slow last
night around 10PM.
investigate.
time
95-percentile latency
service A
service B
10PM
time
95-percentile latency
service A
service B
10PM
causality? or correlation?
user-service
USESUSES
DEPENDS_ON
auth-serviceUSES
payment-service
DEPENDS_ON
“payment was slow last
night around 10PM”
user-table
user-service
USESUSES
DEPENDS_ON
auth-serviceUSES
DEPENDS_ON
payment-service
user-table
throttled exceptions!
user-table
user-stream
DEPENDS_ON
DEPENDS_ON USES
USES
USES
USES
USES
DEPENDS_ON
D
EPEN
D
S_O
N
DEPENDS_ON
PUBLISHES_TO
“what else is impacted by the throttled exceptions on user-table?”
user-table
user-stream
DEPENDS_ON
DEPENDS_ON USES
USES
USES
USES
USES
DEPENDS_ON
D
EPEN
D
S_O
N
DEPENDS_ON
PUBLISHES_TO
“what else is impacted by the throttled exceptions on user-table?”
wouldn’t that be nice?
MACHINE
LEARNING
use ML to auto-detect erroneous or
suspicious behaviours, or to suggest
possible improvements
!
Function [X] just performed
an unexpected write against
DynamoDB table [Y].
Should I…
ignore it from now on
shut it down!!
Observability Bot <bot@bestobservability.com>
Observability Bot <bot@bestobservability.com>
don’t bother me about this again
Observability Bot <bot@bestobservability.com>
auto-modify IAM role with DENY rule
Function [X]’s performance
has degraded since yesterday -
99% latency has gone up by
47% from 100ms to 147ms.
!
!
Function [X] can run faster &
cheaper if you increase its
memory allocation.
Should I…
ignore it from now on
update setting
zzz… the future of… zzz …
serverless observability… zzz
Simon Wardley
Simon Wardley
context &
movement
However, I would argue that the health of the system no
longer matters. We've entered an era where what matters is
the health of each individual event, or each individual user's
experience, or each shopping cart's experience (or other high
cardinality dimensions). With distributed systems you don't
care about the health of the system, you care about the
health of the event or the slice.
”http://bit.ly/2E2QngU- Charity Majors
“
“one user action/vertical slice through the system”
movement
context
movement
The best way to predict the future
is to invent it.
- Alan Kay
The best way to invent
the future is to inception
someone else to do it.
- me
Serkan Özal
@serkan_ozal
Nitzan Shapira
@nitzanshapira
Ran Ribenzaft
@ranrib
Adam Johnson
@adjohn
Erica Windisch
@ewindisch
Charity Majors
@mipsytipsy
Cindy Sridharan
@copyconstruct
Erica Windisch
@ewindisch
Liz Fong-Jones
@lizthegrey
JBD
@rakyll
API Gateway and Kinesis
Authentication & authorisation (IAM, Cognito)
Testing
Running & Debugging functions locally
Log aggregation
Monitoring & Alerting
X-Ray
Correlation IDs
CI/CD
Performance and Cost optimisation
Error Handling
Configuration management
VPC
Security
Leading practices (API Gateway, Kinesis, Lambda)
Canary deployments
http://bit.ly/production-ready-serverless
get 40% off
with code:
ytcui

More Related Content

What's hot

Building a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQLBuilding a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQLYan Cui
 
Patterns and practices for building resilient serverless applications.pdf
Patterns and practices for building resilient serverless applications.pdfPatterns and practices for building resilient serverless applications.pdf
Patterns and practices for building resilient serverless applications.pdfYan Cui
 
Serverless security: defense against the dark arts
Serverless security: defense against the dark artsServerless security: defense against the dark arts
Serverless security: defense against the dark artsYan Cui
 
You wouldn't build a toast, would you?
You wouldn't build a toast, would you?You wouldn't build a toast, would you?
You wouldn't build a toast, would you?Yan Cui
 
Patterns and practices for building resilient serverless applications
Patterns and practices for building resilient serverless applicationsPatterns and practices for building resilient serverless applications
Patterns and practices for building resilient serverless applicationsYan Cui
 
Security in serverless world
Security in serverless worldSecurity in serverless world
Security in serverless worldYan Cui
 
Adopting Java for the Serverless world at IT Tage
Adopting Java for the Serverless world at IT TageAdopting Java for the Serverless world at IT Tage
Adopting Java for the Serverless world at IT TageVadym Kazulkin
 
Serverless Architectural Patterns
Serverless Architectural PatternsServerless Architectural Patterns
Serverless Architectural PatternsYan Cui
 
How to build a social network on Serverless (AWS Community Summit)
How to build a social network on Serverless (AWS Community Summit)How to build a social network on Serverless (AWS Community Summit)
How to build a social network on Serverless (AWS Community Summit)Yan Cui
 
Stop calling everything serverless!
Stop calling everything serverless!Stop calling everything serverless!
Stop calling everything serverless!Jeremy Daly
 
Adopting Java for the Serverless world at Serverless Meetup Italy
Adopting Java for the Serverless world at Serverless Meetup ItalyAdopting Java for the Serverless world at Serverless Meetup Italy
Adopting Java for the Serverless world at Serverless Meetup ItalyVadym Kazulkin
 
Adapting Java for the Serverless World at JUG Barcelona
Adapting Java for the Serverless World at JUG BarcelonaAdapting Java for the Serverless World at JUG Barcelona
Adapting Java for the Serverless World at JUG BarcelonaVadym Kazulkin
 
Serveless Design Patterns (Serverless Computing London)
Serveless Design Patterns (Serverless Computing London)Serveless Design Patterns (Serverless Computing London)
Serveless Design Patterns (Serverless Computing London)Yan Cui
 
Debunking serverless myths
Debunking serverless mythsDebunking serverless myths
Debunking serverless mythsYan Cui
 
How to build observability into Serverless (O'Reilly Velocity 2018)
How to build observability into Serverless (O'Reilly Velocity 2018)How to build observability into Serverless (O'Reilly Velocity 2018)
How to build observability into Serverless (O'Reilly Velocity 2018)Yan Cui
 
Serverless - When to FaaS?
Serverless - When to FaaS?Serverless - When to FaaS?
Serverless - When to FaaS?Benny Bauer
 
DevOps, Microservices and Serverless Architecture
DevOps, Microservices and Serverless ArchitectureDevOps, Microservices and Serverless Architecture
DevOps, Microservices and Serverless ArchitectureMikhail Prudnikov
 
Adopting Java for the Serverless world at JUG London
Adopting Java for the Serverless world at  JUG LondonAdopting Java for the Serverless world at  JUG London
Adopting Java for the Serverless world at JUG LondonVadym Kazulkin
 
How to build observability into a serverless application
How to build observability into a serverless applicationHow to build observability into a serverless application
How to build observability into a serverless applicationYan Cui
 

What's hot (20)

Building a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQLBuilding a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQL
 
Patterns and practices for building resilient serverless applications.pdf
Patterns and practices for building resilient serverless applications.pdfPatterns and practices for building resilient serverless applications.pdf
Patterns and practices for building resilient serverless applications.pdf
 
Serverless security: defense against the dark arts
Serverless security: defense against the dark artsServerless security: defense against the dark arts
Serverless security: defense against the dark arts
 
You wouldn't build a toast, would you?
You wouldn't build a toast, would you?You wouldn't build a toast, would you?
You wouldn't build a toast, would you?
 
Patterns and practices for building resilient serverless applications
Patterns and practices for building resilient serverless applicationsPatterns and practices for building resilient serverless applications
Patterns and practices for building resilient serverless applications
 
Security in serverless world
Security in serverless worldSecurity in serverless world
Security in serverless world
 
Adopting Java for the Serverless world at IT Tage
Adopting Java for the Serverless world at IT TageAdopting Java for the Serverless world at IT Tage
Adopting Java for the Serverless world at IT Tage
 
Serverless Architectural Patterns
Serverless Architectural PatternsServerless Architectural Patterns
Serverless Architectural Patterns
 
How to build a social network on Serverless (AWS Community Summit)
How to build a social network on Serverless (AWS Community Summit)How to build a social network on Serverless (AWS Community Summit)
How to build a social network on Serverless (AWS Community Summit)
 
Stop calling everything serverless!
Stop calling everything serverless!Stop calling everything serverless!
Stop calling everything serverless!
 
Adopting Java for the Serverless world at Serverless Meetup Italy
Adopting Java for the Serverless world at Serverless Meetup ItalyAdopting Java for the Serverless world at Serverless Meetup Italy
Adopting Java for the Serverless world at Serverless Meetup Italy
 
Adapting Java for the Serverless World at JUG Barcelona
Adapting Java for the Serverless World at JUG BarcelonaAdapting Java for the Serverless World at JUG Barcelona
Adapting Java for the Serverless World at JUG Barcelona
 
Serveless Design Patterns (Serverless Computing London)
Serveless Design Patterns (Serverless Computing London)Serveless Design Patterns (Serverless Computing London)
Serveless Design Patterns (Serverless Computing London)
 
Debunking serverless myths
Debunking serverless mythsDebunking serverless myths
Debunking serverless myths
 
How to build observability into Serverless (O'Reilly Velocity 2018)
How to build observability into Serverless (O'Reilly Velocity 2018)How to build observability into Serverless (O'Reilly Velocity 2018)
How to build observability into Serverless (O'Reilly Velocity 2018)
 
Serverless - When to FaaS?
Serverless - When to FaaS?Serverless - When to FaaS?
Serverless - When to FaaS?
 
DevOps, Microservices and Serverless Architecture
DevOps, Microservices and Serverless ArchitectureDevOps, Microservices and Serverless Architecture
DevOps, Microservices and Serverless Architecture
 
Adopting Java for the Serverless world at JUG London
Adopting Java for the Serverless world at  JUG LondonAdopting Java for the Serverless world at  JUG London
Adopting Java for the Serverless world at JUG London
 
Operations: Security
Operations: SecurityOperations: Security
Operations: Security
 
How to build observability into a serverless application
How to build observability into a serverless applicationHow to build observability into a serverless application
How to build observability into a serverless application
 

Similar to The present and future of Serverless observability

The present and future of serverless observability
The present and future of serverless observabilityThe present and future of serverless observability
The present and future of serverless observabilityYan Cui
 
Apply best parts of microservices to serverless
Apply best parts of microservices to serverlessApply best parts of microservices to serverless
Apply best parts of microservices to serverlessYan Cui
 
How to build observability into a serverless application
How to build observability into a serverless applicationHow to build observability into a serverless application
How to build observability into a serverless applicationYan Cui
 
Monitoring as an entry point for collaboration
Monitoring as an entry point for collaborationMonitoring as an entry point for collaboration
Monitoring as an entry point for collaborationJulien Pivotto
 
Day 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon Kinesis
Day 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon KinesisDay 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon Kinesis
Day 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon KinesisAmazon Web Services
 
Data Streaming in Kafka
Data Streaming in KafkaData Streaming in Kafka
Data Streaming in KafkaSilviuMarcu1
 
The Art of The Event Streaming Application: Streams, Stream Processors and Sc...
The Art of The Event Streaming Application: Streams, Stream Processors and Sc...The Art of The Event Streaming Application: Streams, Stream Processors and Sc...
The Art of The Event Streaming Application: Streams, Stream Processors and Sc...confluent
 
Kakfa summit london 2019 - the art of the event-streaming app
Kakfa summit london 2019 - the art of the event-streaming appKakfa summit london 2019 - the art of the event-streaming app
Kakfa summit london 2019 - the art of the event-streaming appNeil Avery
 
Amazon Kinesis Data Streams Vs Msk (1).pptx
Amazon Kinesis Data Streams Vs Msk (1).pptxAmazon Kinesis Data Streams Vs Msk (1).pptx
Amazon Kinesis Data Streams Vs Msk (1).pptxRenjithPillai26
 
EDA Meets Data Engineering – What's the Big Deal?
EDA Meets Data Engineering – What's the Big Deal?EDA Meets Data Engineering – What's the Big Deal?
EDA Meets Data Engineering – What's the Big Deal?confluent
 
Gluecon 2013 netflix api crash course
Gluecon 2013   netflix api crash courseGluecon 2013   netflix api crash course
Gluecon 2013 netflix api crash courseBenjamin Schmaus
 
Barga IC2E & IoTDI'16 Keynote
Barga IC2E & IoTDI'16 KeynoteBarga IC2E & IoTDI'16 Keynote
Barga IC2E & IoTDI'16 KeynoteRoger Barga
 
Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...
Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...
Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...confluent
 
Development of a Distributed Stream Processing System
Development of a Distributed Stream Processing SystemDevelopment of a Distributed Stream Processing System
Development of a Distributed Stream Processing SystemMaycon Viana Bordin
 
Introduce AWS Lambda for newbie and Non-IT
Introduce AWS Lambda for newbie and Non-ITIntroduce AWS Lambda for newbie and Non-IT
Introduce AWS Lambda for newbie and Non-ITChitpong Wuttanan
 
Prometheus: From technical metrics to business observability
Prometheus: From technical metrics to business observabilityPrometheus: From technical metrics to business observability
Prometheus: From technical metrics to business observabilityJulien Pivotto
 
Asynchronous Mobile Web Services:
Asynchronous Mobile Web Services: Asynchronous Mobile Web Services:
Asynchronous Mobile Web Services: Dr. Fahad Aijaz
 
Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...
Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...
Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...confluent
 
Choose Right Stream Storage: Amazon Kinesis Data Streams vs MSK
Choose Right Stream Storage: Amazon Kinesis Data Streams vs MSKChoose Right Stream Storage: Amazon Kinesis Data Streams vs MSK
Choose Right Stream Storage: Amazon Kinesis Data Streams vs MSKSungmin Kim
 

Similar to The present and future of Serverless observability (20)

The present and future of serverless observability
The present and future of serverless observabilityThe present and future of serverless observability
The present and future of serverless observability
 
Apply best parts of microservices to serverless
Apply best parts of microservices to serverlessApply best parts of microservices to serverless
Apply best parts of microservices to serverless
 
How to build observability into a serverless application
How to build observability into a serverless applicationHow to build observability into a serverless application
How to build observability into a serverless application
 
Monitoring as an entry point for collaboration
Monitoring as an entry point for collaborationMonitoring as an entry point for collaboration
Monitoring as an entry point for collaboration
 
Day 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon Kinesis
Day 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon KinesisDay 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon Kinesis
Day 5 - Real-time Data Processing/Internet of Things (IoT) with Amazon Kinesis
 
Data Streaming in Kafka
Data Streaming in KafkaData Streaming in Kafka
Data Streaming in Kafka
 
The Art of The Event Streaming Application: Streams, Stream Processors and Sc...
The Art of The Event Streaming Application: Streams, Stream Processors and Sc...The Art of The Event Streaming Application: Streams, Stream Processors and Sc...
The Art of The Event Streaming Application: Streams, Stream Processors and Sc...
 
Kakfa summit london 2019 - the art of the event-streaming app
Kakfa summit london 2019 - the art of the event-streaming appKakfa summit london 2019 - the art of the event-streaming app
Kakfa summit london 2019 - the art of the event-streaming app
 
Amazon Kinesis Data Streams Vs Msk (1).pptx
Amazon Kinesis Data Streams Vs Msk (1).pptxAmazon Kinesis Data Streams Vs Msk (1).pptx
Amazon Kinesis Data Streams Vs Msk (1).pptx
 
EDA Meets Data Engineering – What's the Big Deal?
EDA Meets Data Engineering – What's the Big Deal?EDA Meets Data Engineering – What's the Big Deal?
EDA Meets Data Engineering – What's the Big Deal?
 
Gluecon 2013 netflix api crash course
Gluecon 2013   netflix api crash courseGluecon 2013   netflix api crash course
Gluecon 2013 netflix api crash course
 
Barga IC2E & IoTDI'16 Keynote
Barga IC2E & IoTDI'16 KeynoteBarga IC2E & IoTDI'16 Keynote
Barga IC2E & IoTDI'16 Keynote
 
Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...
Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...
Streamsheets and Apache Kafka – Interactively build real-time Dashboards and ...
 
Development of a Distributed Stream Processing System
Development of a Distributed Stream Processing SystemDevelopment of a Distributed Stream Processing System
Development of a Distributed Stream Processing System
 
Introduce AWS Lambda for newbie and Non-IT
Introduce AWS Lambda for newbie and Non-ITIntroduce AWS Lambda for newbie and Non-IT
Introduce AWS Lambda for newbie and Non-IT
 
Prometheus: From technical metrics to business observability
Prometheus: From technical metrics to business observabilityPrometheus: From technical metrics to business observability
Prometheus: From technical metrics to business observability
 
Asynchronous Mobile Web Services:
Asynchronous Mobile Web Services: Asynchronous Mobile Web Services:
Asynchronous Mobile Web Services:
 
Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...
Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...
Event Driven Architecture with a RESTful Microservices Architecture (Kyle Ben...
 
IP Expo - What is AWS?
IP Expo - What is AWS?IP Expo - What is AWS?
IP Expo - What is AWS?
 
Choose Right Stream Storage: Amazon Kinesis Data Streams vs MSK
Choose Right Stream Storage: Amazon Kinesis Data Streams vs MSKChoose Right Stream Storage: Amazon Kinesis Data Streams vs MSK
Choose Right Stream Storage: Amazon Kinesis Data Streams vs MSK
 

More from Yan Cui

How to win the game of trade-offs
How to win the game of trade-offsHow to win the game of trade-offs
How to win the game of trade-offsYan Cui
 
How to choose the right messaging service
How to choose the right messaging serviceHow to choose the right messaging service
How to choose the right messaging serviceYan Cui
 
How to choose the right messaging service for your workload
How to choose the right messaging service for your workloadHow to choose the right messaging service for your workload
How to choose the right messaging service for your workloadYan Cui
 
Lessons from running AppSync in prod
Lessons from running AppSync in prodLessons from running AppSync in prod
Lessons from running AppSync in prodYan Cui
 
Serverless observability - a hero's perspective
Serverless observability - a hero's perspectiveServerless observability - a hero's perspective
Serverless observability - a hero's perspectiveYan Cui
 
How to ship customer value faster with step functions
How to ship customer value faster with step functionsHow to ship customer value faster with step functions
How to ship customer value faster with step functionsYan Cui
 
How serverless changes the cost paradigm
How serverless changes the cost paradigmHow serverless changes the cost paradigm
How serverless changes the cost paradigmYan Cui
 
Why your next serverless project should use AWS AppSync
Why your next serverless project should use AWS AppSyncWhy your next serverless project should use AWS AppSync
Why your next serverless project should use AWS AppSyncYan Cui
 
Build social network in 4 weeks
Build social network in 4 weeksBuild social network in 4 weeks
Build social network in 4 weeksYan Cui
 
How to bring chaos engineering to serverless
How to bring chaos engineering to serverlessHow to bring chaos engineering to serverless
How to bring chaos engineering to serverlessYan Cui
 
Migrating existing monolith to serverless in 8 steps
Migrating existing monolith to serverless in 8 stepsMigrating existing monolith to serverless in 8 steps
Migrating existing monolith to serverless in 8 stepsYan Cui
 
Building a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQLBuilding a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQLYan Cui
 
FinDev as a business advantage in the post covid19 economy
FinDev as a business advantage in the post covid19 economyFinDev as a business advantage in the post covid19 economy
FinDev as a business advantage in the post covid19 economyYan Cui
 
How to improve lambda cold starts
How to improve lambda cold startsHow to improve lambda cold starts
How to improve lambda cold startsYan Cui
 
What can you do with lambda in 2020
What can you do with lambda in 2020What can you do with lambda in 2020
What can you do with lambda in 2020Yan Cui
 
A chaos experiment a day, keeping the outage away
A chaos experiment a day, keeping the outage awayA chaos experiment a day, keeping the outage away
A chaos experiment a day, keeping the outage awayYan Cui
 
How to debug slow lambda response times
How to debug slow lambda response timesHow to debug slow lambda response times
How to debug slow lambda response timesYan Cui
 
What can you do with lambda in 2020
What can you do with lambda in 2020What can you do with lambda in 2020
What can you do with lambda in 2020Yan Cui
 
How to ship customer value faster with step functions
How to ship customer value faster with step functionsHow to ship customer value faster with step functions
How to ship customer value faster with step functionsYan Cui
 
Debugging Lambda timeouts
Debugging Lambda timeoutsDebugging Lambda timeouts
Debugging Lambda timeoutsYan Cui
 

More from Yan Cui (20)

How to win the game of trade-offs
How to win the game of trade-offsHow to win the game of trade-offs
How to win the game of trade-offs
 
How to choose the right messaging service
How to choose the right messaging serviceHow to choose the right messaging service
How to choose the right messaging service
 
How to choose the right messaging service for your workload
How to choose the right messaging service for your workloadHow to choose the right messaging service for your workload
How to choose the right messaging service for your workload
 
Lessons from running AppSync in prod
Lessons from running AppSync in prodLessons from running AppSync in prod
Lessons from running AppSync in prod
 
Serverless observability - a hero's perspective
Serverless observability - a hero's perspectiveServerless observability - a hero's perspective
Serverless observability - a hero's perspective
 
How to ship customer value faster with step functions
How to ship customer value faster with step functionsHow to ship customer value faster with step functions
How to ship customer value faster with step functions
 
How serverless changes the cost paradigm
How serverless changes the cost paradigmHow serverless changes the cost paradigm
How serverless changes the cost paradigm
 
Why your next serverless project should use AWS AppSync
Why your next serverless project should use AWS AppSyncWhy your next serverless project should use AWS AppSync
Why your next serverless project should use AWS AppSync
 
Build social network in 4 weeks
Build social network in 4 weeksBuild social network in 4 weeks
Build social network in 4 weeks
 
How to bring chaos engineering to serverless
How to bring chaos engineering to serverlessHow to bring chaos engineering to serverless
How to bring chaos engineering to serverless
 
Migrating existing monolith to serverless in 8 steps
Migrating existing monolith to serverless in 8 stepsMigrating existing monolith to serverless in 8 steps
Migrating existing monolith to serverless in 8 steps
 
Building a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQLBuilding a social network in under 4 weeks with Serverless and GraphQL
Building a social network in under 4 weeks with Serverless and GraphQL
 
FinDev as a business advantage in the post covid19 economy
FinDev as a business advantage in the post covid19 economyFinDev as a business advantage in the post covid19 economy
FinDev as a business advantage in the post covid19 economy
 
How to improve lambda cold starts
How to improve lambda cold startsHow to improve lambda cold starts
How to improve lambda cold starts
 
What can you do with lambda in 2020
What can you do with lambda in 2020What can you do with lambda in 2020
What can you do with lambda in 2020
 
A chaos experiment a day, keeping the outage away
A chaos experiment a day, keeping the outage awayA chaos experiment a day, keeping the outage away
A chaos experiment a day, keeping the outage away
 
How to debug slow lambda response times
How to debug slow lambda response timesHow to debug slow lambda response times
How to debug slow lambda response times
 
What can you do with lambda in 2020
What can you do with lambda in 2020What can you do with lambda in 2020
What can you do with lambda in 2020
 
How to ship customer value faster with step functions
How to ship customer value faster with step functionsHow to ship customer value faster with step functions
How to ship customer value faster with step functions
 
Debugging Lambda timeouts
Debugging Lambda timeoutsDebugging Lambda timeouts
Debugging Lambda timeouts
 

Recently uploaded

All These Sophisticated Attacks, Can We Really Detect Them - PDF
All These Sophisticated Attacks, Can We Really Detect Them - PDFAll These Sophisticated Attacks, Can We Really Detect Them - PDF
All These Sophisticated Attacks, Can We Really Detect Them - PDFMichael Gough
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...panagenda
 
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxGenerative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxfnnc6jmgwh
 
Dynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientationDynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientationBuild Intuit
 
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...BookNet Canada
 
Digital Tools & AI in Career Development
Digital Tools & AI in Career DevelopmentDigital Tools & AI in Career Development
Digital Tools & AI in Career DevelopmentMahmoud Rabie
 
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Mark Simos
 
Decarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityDecarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityIES VE
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfpanagenda
 
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...amber724300
 
Deliver Latency Free Customer Experience
Deliver Latency Free Customer ExperienceDeliver Latency Free Customer Experience
Deliver Latency Free Customer ExperienceOpsTree solutions
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Alkin Tezuysal
 
Landscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdfLandscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdfAarwolf Industries LLC
 
Microservices, Docker deploy and Microservices source code in C#
Microservices, Docker deploy and Microservices source code in C#Microservices, Docker deploy and Microservices source code in C#
Microservices, Docker deploy and Microservices source code in C#Karmanjay Verma
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Memoori
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfNeo4j
 
Why Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile EvolutionWhy Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile EvolutionDEEPRAJ PATHAK
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Mark Goldstein
 
Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024TopCSSGallery
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkPixlogix Infotech
 

Recently uploaded (20)

All These Sophisticated Attacks, Can We Really Detect Them - PDF
All These Sophisticated Attacks, Can We Really Detect Them - PDFAll These Sophisticated Attacks, Can We Really Detect Them - PDF
All These Sophisticated Attacks, Can We Really Detect Them - PDF
 
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
Why device, WIFI, and ISP insights are crucial to supporting remote Microsoft...
 
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptxGenerative AI - Gitex v1Generative AI - Gitex v1.pptx
Generative AI - Gitex v1Generative AI - Gitex v1.pptx
 
Dynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientationDynamical Context introduction word sensibility orientation
Dynamical Context introduction word sensibility orientation
 
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
Transcript: New from BookNet Canada for 2024: BNC SalesData and LibraryData -...
 
Digital Tools & AI in Career Development
Digital Tools & AI in Career DevelopmentDigital Tools & AI in Career Development
Digital Tools & AI in Career Development
 
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
Tampa BSides - The No BS SOC (slides from April 6, 2024 talk)
 
Decarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a realityDecarbonising Buildings: Making a net-zero built environment a reality
Decarbonising Buildings: Making a net-zero built environment a reality
 
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdfSo einfach geht modernes Roaming fuer Notes und Nomad.pdf
So einfach geht modernes Roaming fuer Notes und Nomad.pdf
 
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
JET Technology Labs White Paper for Virtualized Security and Encryption Techn...
 
Deliver Latency Free Customer Experience
Deliver Latency Free Customer ExperienceDeliver Latency Free Customer Experience
Deliver Latency Free Customer Experience
 
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
Unleashing Real-time Insights with ClickHouse_ Navigating the Landscape in 20...
 
Landscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdfLandscape Catalogue 2024 Australia-1.pdf
Landscape Catalogue 2024 Australia-1.pdf
 
Microservices, Docker deploy and Microservices source code in C#
Microservices, Docker deploy and Microservices source code in C#Microservices, Docker deploy and Microservices source code in C#
Microservices, Docker deploy and Microservices source code in C#
 
Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!Laying the Data Foundations for Artificial Intelligence!
Laying the Data Foundations for Artificial Intelligence!
 
Connecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdfConnecting the Dots for Information Discovery.pdf
Connecting the Dots for Information Discovery.pdf
 
Why Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile EvolutionWhy Agile? - A handbook behind Agile Evolution
Why Agile? - A handbook behind Agile Evolution
 
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
Arizona Broadband Policy Past, Present, and Future Presentation 3/25/24
 
Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024Top 10 Hubspot Development Companies in 2024
Top 10 Hubspot Development Companies in 2024
 
React Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App FrameworkReact Native vs Ionic - The Best Mobile App Framework
React Native vs Ionic - The Best Mobile App Framework
 

The present and future of Serverless observability