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Extending the Capacity of Mobile Devices Through Cloud Offloading Francisco Airton – PhD Student 04 of may, 2014 Workshop MoDCS 2014.1 1.

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Presentation on theme: "Extending the Capacity of Mobile Devices Through Cloud Offloading Francisco Airton – PhD Student 04 of may, 2014 Workshop MoDCS 2014.1 1."— Presentation transcript:

1 Extending the Capacity of Mobile Devices Through Cloud Offloading Francisco Airton – PhD Student 04 of may, 2014 Workshop MoDCS

2 CONTEXT Mobile Cloud Computing (MCC) 2

3 CONTEXT 3

4 GENERAL PROBLEM STATEMENT

5 MY SPECIFIC PROBLEM STATEMENT [JACTAP, 2014] 5

6 MY SOLUTION -> Input Level Granularity Method 01 Method 02 Method 03 App Input G = 3 G = Granularity G = 6 Input 01 Input 02 Method 01 Method 02 Method 03 App 6

7 MY SOLUTION -> Input Level Granularity Terrorists !!! E.g. Face Recognition 7

8 WHAT WE HAVE DONE Mobile Cloud Face Recognition based on Smart Cloud Ranking 1 8

9 WHAT WE HAVE DONE Mobile Cloud Face Recognition based on Smart Cloud Ranking 1 9

10 WHAT WE HAVE DONE Mobile Cloud Face Recognition based on Smart Cloud Ranking CPU utilization (U ) Round-Trip Time (RTT ) Metrics: 1 10

11 WHAT WE HAVE DONE Mobile Cloud Face Recognition based on Smart Cloud Ranking 1 11

12 WHAT WE HAVE DONE Mobile Cloud Face Recognition based on Smart Cloud Ranking 1 12

13 WHAT WE HAVE DONE Can Cloudlet Offloading Save Energy for Face Recognition Apps? 2 1.How much database load a smartphone support over standalone face recognition process? 2.Can Offloading Save Energy for Face Recognition Apps? 3.What is the energy saving obtained by offloading face recognition for cloudlets? 13

14 How much database load a smartphone support over standalone face recognition process? 14

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18 Can Offloading Save Energy for Face Recognition Apps? 18

19 Can Offloading Save Energy for Face Recognition Apps? 19

20 Can Offloading Save Energy for Face Recognition Apps? 20

21 Can Offloading Save Energy for Face Recognition Apps? 21

22 Can Offloading Save Energy for Face Recognition Apps? 22

23 WHAT WE ARE DOING Finishing the paper 02 Can Cloudlet Offloading Save Energy for Face Recognition Apps? Starting a mapping study: Benchmark Applications used in Mobile Cloud Computing Research: A Systematic Mapping Study 23

24 SOME OTHERS IDEAS TO DEVELOP NEXT Eucalyptus Auto-Scaling Compare offloaded itens 24

25 WHAT WE PLAN TO DO IN LONG TERM Schedule * Generalize SmartRank (+ input gran.) * Model scenarios for SmartRank * Use it with the benchmarks reported by the mapping 25

26 Thank You! 26


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