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SPACE4Clouds: a DevOps Environment for multi- Clouds Applications

SPACE4Clouds: a DevOps
Environment for multi-
Clouds Applications
Michele Guerriero, Michele Ciavotta, Giovanni
Paolo Gibilisco, Danilo Ardagna
POLITECNICO DI MILANO

Motivation
POLITECNICO DI MILANO
•  Applications have grown in size and scope
•  The rise of Cloud computing
•  DevOps philosophy

SPACE 4Clouds
POLITECNICO DI MILANO
•  What is SPACE 4CLouds?
•  The MODAClouds project
•  Composed of two main tool
•  Developed in Java under Apache 2.0
license

SPACE 4CloudsDev
POLITECNICO DI MILANO
SPACE 4CloudsDev
model-2-model
transformation
assessment and
optimization
LQN
model
application
model
in extended
PCM format
deployment
model and
performance
analysis
QoS
Engineer

SPACE 4CloudsOps
POLITECNICO DI MILANO
Monitoring system IaaS interface
SPACE 4CloudsOps

Sys
Admin

performance parameters estimate
and workload prediction
raw monitoring data

DevOps Environment
POLITECNICO DI MILANO
SPACE 4CloudsDev
model-2-model
transofrmation
assessment and
optimization
LQN
models
application
model
in extended
PCM format
deployment
model and
performance
analysis
Monitoring system IaaS interface
SPACE 4CloudsOpsperformance parameters estimate and
workload prediction
adaptation actions
runtime model
raw monitoring data

The adaptation model
POLITECNICO DI MILANO

Design of the Experiments
POLITECNICO DI MILANO
ELB
Monitoring
System
SPACE
4CLouds
Ops

IaaS
Interface

Scale
instance!
Stop
instances!
Retstart
them.
Need
more...
Not
enough!

Proof of Effectiveness
POLITECNICO DI MILANO

Conclusion and future works
POLITECNICO DI MILANO
l  A joint DevOps environment for quality-
aware Cloud applications
l  Future works:
1) More performance analysis
2) Management of PaaS platforms and multi-
Cloud applications
3) Feedback mechanism
4) Toward the DICE project

Request for feedback &
a provoking questions
POLITECNICO DI MILANO
l  How to correctly estimate parameters at
multiple time scales?
l  Is Cloud just Ops? How much design time
decisions impact on runtime performance
and costs?

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1. SPACE4Clouds: a DevOps Environment for multi- Clouds Applications Michele Guerriero, Michele Ciavotta, Giovanni Paolo Gibilisco, Danilo Ardagna POLITECNICO DI MILANO

2. Motivation POLITECNICO DI MILANO •  Applications have grown in size and scope •  The rise of Cloud computing •  DevOps philosophy

3. SPACE 4Clouds POLITECNICO DI MILANO •  What is SPACE 4CLouds? •  The MODAClouds project •  Composed of two main tool •  Developed in Java under Apache 2.0 license

4. SPACE 4CloudsDev POLITECNICO DI MILANO SPACE 4CloudsDev model-2-model transformation assessment and optimization LQN model application model in extended PCM format deployment model and performance analysis QoS Engineer

5. SPACE 4CloudsOps POLITECNICO DI MILANO Monitoring system IaaS interface SPACE 4CloudsOps Sys Admin performance parameters estimate and workload prediction raw monitoring data

6. DevOps Environment POLITECNICO DI MILANO SPACE 4CloudsDev model-2-model transofrmation assessment and optimization LQN models application model in extended PCM format deployment model and performance analysis Monitoring system IaaS interface SPACE 4CloudsOpsperformance parameters estimate and workload prediction adaptation actions runtime model raw monitoring data

7. The adaptation model POLITECNICO DI MILANO

8. Design of the Experiments POLITECNICO DI MILANO ELB Monitoring System SPACE 4CLouds Ops IaaS Interface Scale instance! Stop instances! Retstart them. Need more... Not enough!

9. Proof of Effectiveness POLITECNICO DI MILANO

10. Conclusion and future works POLITECNICO DI MILANO l  A joint DevOps environment for quality- aware Cloud applications l  Future works: 1) More performance analysis 2) Management of PaaS platforms and multi- Cloud applications 3) Feedback mechanism 4) Toward the DICE project

11. Request for feedback & a provoking questions POLITECNICO DI MILANO l  How to correctly estimate parameters at multiple time scales? l  Is Cloud just Ops? How much design time decisions impact on runtime performance and costs?