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SPACE4Clouds: a
DevOps Environment for
multi-Clouds Applications
POLITECNICO DI MILANO
Motivation
POLITECNICO DI MILANO
• Applications have grown in size and scope
• The rise of Cloud computing
• Need for quality-assurance
• 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
plan and
Performance
analysis
results
QoS Engineer
SPACE 4CloudsOps
POLITECNICO DI MILANO
Monitoring system IaaS interface
SPACE 4CloudsOps
Sys Admin
DevOps Environment
POLITECNICO DI MILANO
SPACE 4CloudsDev
model-2-model
transofrmation
assessment and
optimization
LQN
models
application
model
in extended
PCM format
deployment
plan and
performance
analysis
results
Monitoring system IaaS interface
SPACE 4CloudsOps
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
Conclusion and future works
POLITECNICO DI MILANO
 A joint DevOps environment for quality-
aware Cloud applications
 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 question
POLITECNICO DI MILANO
 How to correctly set up multiple components
time-scales?
 Is Cloud just Ops? How much do design
time decisions impact on runtime
performance and costs?
SPACE4Clouds: a DevOps Environment for multi-Clouds Applications

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SPACE4Clouds: a DevOps Environment for multi-Clouds Applications

  • 1. SPACE4Clouds: a DevOps Environment for multi-Clouds Applications POLITECNICO DI MILANO
  • 2. Motivation POLITECNICO DI MILANO • Applications have grown in size and scope • The rise of Cloud computing • Need for quality-assurance • 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 plan and Performance analysis results QoS Engineer
  • 5. SPACE 4CloudsOps POLITECNICO DI MILANO Monitoring system IaaS interface SPACE 4CloudsOps Sys Admin
  • 6. DevOps Environment POLITECNICO DI MILANO SPACE 4CloudsDev model-2-model transofrmation assessment and optimization LQN models application model in extended PCM format deployment plan and performance analysis results Monitoring system IaaS interface SPACE 4CloudsOps
  • 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!
  • 10. Conclusion and future works POLITECNICO DI MILANO  A joint DevOps environment for quality- aware Cloud applications  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 question POLITECNICO DI MILANO  How to correctly set up multiple components time-scales?  Is Cloud just Ops? How much do design time decisions impact on runtime performance and costs?