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SOFTWARE-DEFINED MOBILE CLOUD Applications‘ tuning and optimal resource allocation Huber Flores [email protected] Helsinki, Finland.
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SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Dec 30, 2020

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Page 1: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

SOFTWARE-DEFINED MOBILE CLOUD

Applications‘ tuning and optimal resource allocation

Huber Flores

[email protected]

Helsinki, Finland.

Page 2: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Agenda

• Software-defined adaptation for mobile cloud

– Challenges and opportunities

– System overview

• Applications‘ tuning

– Quality of Experience (QoE)

• Optimal resource allocation

– Quality of Service (QoS)

Helsinki, Finland.

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Page 3: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Software-defined networking

• OpenFlow

Helsinki, Finland.

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Page 4: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Software-defined mobile cloud

Helsinki, Finland.

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Page 5: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Software-defined mobile cloud

Helsinki, Finland.

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Page 6: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Software-defined mobile cloud

Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud" , Proceeding of ICDCS 2017, Atlanta, USA, June 5-8, 2017.

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Page 7: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

3G and LTE technologies

Helsinki, Finland. [PMC] Flores, Huber, et al. "Social-aware hybrid mobile offloading." Pervasive and Mobile Computing

(2016).

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Page 8: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Levels of code acceleration

Helsinki, Finland.

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Page 9: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

SDN-Accelerator

Helsinki, Finland.

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Page 10: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Mobile performance

Helsinki, Finland.

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Page 11: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Mobile performance

Helsinki, Finland.

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Page 12: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Workload management and fidelity

Helsinki, Finland.

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Page 13: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Workload management

Helsinki, Finland.

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Page 14: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Workload management

Helsinki, Finland.

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Page 15: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Application fidelity

Helsinki, Finland.

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Page 16: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Application fidelity

Helsinki, Finland.

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Page 17: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

Take aways

• Modeling code acceleration is a tough challenge. Segregation of computational infrastructure is not that obvious.

• Cloud can provision different levels of code acceleration

– Opportunities for extending mobile hardware lifespan

• The response time of mobile applications can be moderated without further instrumentation by using software define techniques

Helsinki, Finland.

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Page 19: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

QUESTIONS

Helsinki, Finland.

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Page 20: SOFTWARE-DEFINED MOBILE CLOUD · 2017. 9. 26. · Software-defined mobile cloud Helsinki, Finland. [ICDCS] Flores, Huber, et al. “Modeling Mobile Code Acceleration in the Cloud"

PROGRESS REPORT SESSION

Helsinki, Finland.

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