SlideShare a Scribd company logo
1 of 12
Download to read offline
Seminar on
CLOUD-BASED MOBILE NETWORKING
CSM13181 (5 cr), Autumn 2017
Huber Flores
huber.flores@helsinki.fi
Agenda
• Objectives
– Course focus and learning outcomes
• Work plan
– Learning methods, tools and study materials
• Grading
– Deliverables
Objectives
• Course focus:
– Cloud-based mobile networking?
• Mobile computing + Cloud computing + Networking
• Part1: Concepts, tools and readings
• Part2: Analysis over a dataset collected in the
wild.
Objectives
• Explore a particular topic in detail
• Work will be around a general idea
• Sharing and presenting results
Work plan
• Lectures
• Presentations
Work plan (in detail)
1. Case studies
a) GitHub
b) R
c) Gnuplot
2. Readings: articles to read.
3. General idea to develop over a dataset
a) Iterative process
Work plan
• Learning outcomes
– Understand the convergence point of mobile,
cloud and networking
– Learn through a case study the benefits of cloud-
aware approach for different components of the
network, e.g., saving energy of end points.
– Lear how to apply analytic techniques over a
network dataset
Grading
• GitHub-based
• No exams
Work plan (target dataset)
user id time base station traffic volume app id
1885126 21145945 283408 1507 1636
1885126 21135216 283408 899 1636
1885126 21143426 283408 902 1636
1885126 21192946 283408 1438 1636
1885126 21193715 283408 981 1636
1885126 21195947 283408 2239 1636
1730599 21164431 521887 1236 1636
1730599 21164431 521887 11865 1636
1730599 21164432 521887 1480 1636
1537326 21013247 138215 1502 1636
1603775 21173552 303208 640 1636
1603775 21173552 303208 256 1636
1603775 21173552 303208 260 1636
1537326 21022517 138215 1503 1636
80020 21102919 512228 288 1636
80020 21102920 512228 288 1636
80020 21091417 512227 900 1636
80020 21085916 512227 288 1636
80020 21141416 43516 1015 1636
Assignment
• Send your GitHub user to
huber.flores@helsinki.fi
• Get acquaintance with GitHub
Assignment
• 1st reading
– Flores, Huber, et al. "Mobile code offloading:
from concept to practice and beyond." IEEE
Communications Magazine 53.3 (2015): 80-88.
QUESTIONS

More Related Content

Similar to Cloud-based Mobile Networking Seminar

Introduction to Data Structure
Introduction to Data StructureIntroduction to Data Structure
Introduction to Data StructureMegha Gupta
 
1-Lec - Introduction vhvv,vbvv,v (2).ppt
1-Lec - Introduction vhvv,vbvv,v (2).ppt1-Lec - Introduction vhvv,vbvv,v (2).ppt
1-Lec - Introduction vhvv,vbvv,v (2).pptAqeelAbbas94
 
Object Oriented System Design
Object Oriented System DesignObject Oriented System Design
Object Oriented System DesignMurugeswari Ravi
 
IPRES 2014 paper presentation: significant environment information for LTDP
IPRES 2014 paper presentation: significant environment information for LTDPIPRES 2014 paper presentation: significant environment information for LTDP
IPRES 2014 paper presentation: significant environment information for LTDPFabio Corubolo
 
Putting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education OrganisationPutting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education OrganisationMathieu d'Aquin
 
National Cheng Kung University
National Cheng Kung University National Cheng Kung University
National Cheng Kung University spikol
 
Leernetwerk cloud praktoraat engels
Leernetwerk cloud praktoraat engelsLeernetwerk cloud praktoraat engels
Leernetwerk cloud praktoraat engelsGuidovanDijk7
 
Cloud computing concepts
Cloud computing conceptsCloud computing concepts
Cloud computing conceptsCarlosLijeron1
 
Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...
Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...
Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...CREST @ University of Adelaide
 
Feb.2016 Demystifying Digital Humanities - Workshop 3
Feb.2016 Demystifying Digital Humanities - Workshop 3Feb.2016 Demystifying Digital Humanities - Workshop 3
Feb.2016 Demystifying Digital Humanities - Workshop 3Paige Morgan
 
discussion_3_project.pdf
discussion_3_project.pdfdiscussion_3_project.pdf
discussion_3_project.pdfKuan-Tsae Huang
 
Addressing scalability challenges in peer-to-peer search
Addressing scalability challenges in peer-to-peer searchAddressing scalability challenges in peer-to-peer search
Addressing scalability challenges in peer-to-peer searchHarisankar H
 
Pemanfaatan Big Data Dalam Riset 2023.pptx
Pemanfaatan Big Data Dalam Riset 2023.pptxPemanfaatan Big Data Dalam Riset 2023.pptx
Pemanfaatan Big Data Dalam Riset 2023.pptxelisarosa29
 
CLARIAH Toogdag 2018: A distributed network of digital heritage information
CLARIAH Toogdag 2018: A distributed network of digital heritage informationCLARIAH Toogdag 2018: A distributed network of digital heritage information
CLARIAH Toogdag 2018: A distributed network of digital heritage informationEnno Meijers
 

Similar to Cloud-based Mobile Networking Seminar (20)

Introduction to Data Structure
Introduction to Data StructureIntroduction to Data Structure
Introduction to Data Structure
 
1-Lec - Introduction vhvv,vbvv,v (2).ppt
1-Lec - Introduction vhvv,vbvv,v (2).ppt1-Lec - Introduction vhvv,vbvv,v (2).ppt
1-Lec - Introduction vhvv,vbvv,v (2).ppt
 
Object Oriented System Design
Object Oriented System DesignObject Oriented System Design
Object Oriented System Design
 
Winter Projects GDSC IITK
Winter Projects GDSC IITKWinter Projects GDSC IITK
Winter Projects GDSC IITK
 
IPRES 2014 paper presentation: significant environment information for LTDP
IPRES 2014 paper presentation: significant environment information for LTDPIPRES 2014 paper presentation: significant environment information for LTDP
IPRES 2014 paper presentation: significant environment information for LTDP
 
Putting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education OrganisationPutting Linked Data to Use in a Large Higher-Education Organisation
Putting Linked Data to Use in a Large Higher-Education Organisation
 
National Cheng Kung University
National Cheng Kung University National Cheng Kung University
National Cheng Kung University
 
Leernetwerk cloud praktoraat engels
Leernetwerk cloud praktoraat engelsLeernetwerk cloud praktoraat engels
Leernetwerk cloud praktoraat engels
 
Cloud computing concepts
Cloud computing conceptsCloud computing concepts
Cloud computing concepts
 
Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...
Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...
Chen_Reading Strategies for Graph Visualizations that Wrap Around in Torus To...
 
Feb.2016 Demystifying Digital Humanities - Workshop 3
Feb.2016 Demystifying Digital Humanities - Workshop 3Feb.2016 Demystifying Digital Humanities - Workshop 3
Feb.2016 Demystifying Digital Humanities - Workshop 3
 
Research Project Management
Research Project ManagementResearch Project Management
Research Project Management
 
tip oopt pse-summit2017
tip oopt pse-summit2017tip oopt pse-summit2017
tip oopt pse-summit2017
 
discussion_3_project.pdf
discussion_3_project.pdfdiscussion_3_project.pdf
discussion_3_project.pdf
 
Addressing scalability challenges in peer-to-peer search
Addressing scalability challenges in peer-to-peer searchAddressing scalability challenges in peer-to-peer search
Addressing scalability challenges in peer-to-peer search
 
Pemanfaatan Big Data Dalam Riset 2023.pptx
Pemanfaatan Big Data Dalam Riset 2023.pptxPemanfaatan Big Data Dalam Riset 2023.pptx
Pemanfaatan Big Data Dalam Riset 2023.pptx
 
Teaching with MATLAB
Teaching with MATLABTeaching with MATLAB
Teaching with MATLAB
 
afternoon3.pdf
afternoon3.pdfafternoon3.pdf
afternoon3.pdf
 
CLARIAH Toogdag 2018: A distributed network of digital heritage information
CLARIAH Toogdag 2018: A distributed network of digital heritage informationCLARIAH Toogdag 2018: A distributed network of digital heritage information
CLARIAH Toogdag 2018: A distributed network of digital heritage information
 
Conole edinburgh
Conole edinburghConole edinburgh
Conole edinburgh
 

More from Huber Flores

AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...
AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...
AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...Huber Flores
 
One-to-rule-them-all_BigData2023_Ottun.pdf
One-to-rule-them-all_BigData2023_Ottun.pdfOne-to-rule-them-all_BigData2023_Ottun.pdf
One-to-rule-them-all_BigData2023_Ottun.pdfHuber Flores
 
foggy_sensys2023_dar.pdf
foggy_sensys2023_dar.pdffoggy_sensys2023_dar.pdf
foggy_sensys2023_dar.pdfHuber Flores
 
IoT_nanodrones_mayowa.pdf
IoT_nanodrones_mayowa.pdfIoT_nanodrones_mayowa.pdf
IoT_nanodrones_mayowa.pdfHuber Flores
 
DataScienceSeminar_Sustainability_Flores.pdf
DataScienceSeminar_Sustainability_Flores.pdfDataScienceSeminar_Sustainability_Flores.pdf
DataScienceSeminar_Sustainability_Flores.pdfHuber Flores
 
UbiComp_LostInPerformance2023-Flores.pdf
UbiComp_LostInPerformance2023-Flores.pdfUbiComp_LostInPerformance2023-Flores.pdf
UbiComp_LostInPerformance2023-Flores.pdfHuber Flores
 
Ubicomp_HIPPO-Zhigang.pdf
Ubicomp_HIPPO-Zhigang.pdfUbicomp_HIPPO-Zhigang.pdf
Ubicomp_HIPPO-Zhigang.pdfHuber Flores
 
Hedgehog-hotmobile2023-flores.pdf
Hedgehog-hotmobile2023-flores.pdfHedgehog-hotmobile2023-flores.pdf
Hedgehog-hotmobile2023-flores.pdfHuber Flores
 
DPS-Tartu-ResearchAgenda2023-huberflores.pdf
DPS-Tartu-ResearchAgenda2023-huberflores.pdfDPS-Tartu-ResearchAgenda2023-huberflores.pdf
DPS-Tartu-ResearchAgenda2023-huberflores.pdfHuber Flores
 
Mega-enviromental_Flores.pdf
Mega-enviromental_Flores.pdfMega-enviromental_Flores.pdf
Mega-enviromental_Flores.pdfHuber Flores
 
Collaborative Software Development
Collaborative Software DevelopmentCollaborative Software Development
Collaborative Software DevelopmentHuber Flores
 
Evidence-aware Mobile Computational Offloading
Evidence-aware Mobile Computational OffloadingEvidence-aware Mobile Computational Offloading
Evidence-aware Mobile Computational OffloadingHuber Flores
 
Modeling Mobile Code Acceleration in the Cloud
Modeling Mobile Code Acceleration in the CloudModeling Mobile Code Acceleration in the Cloud
Modeling Mobile Code Acceleration in the CloudHuber Flores
 
Mobile Code Offloading from Concept to Practice, and Beyond
Mobile Code Offloading from Concept to Practice, and BeyondMobile Code Offloading from Concept to Practice, and Beyond
Mobile Code Offloading from Concept to Practice, and BeyondHuber Flores
 
A Generic Middleware Framework for Handling Process Intensive Hybrid Cloud ...
A Generic Middleware Framework  for Handling Process Intensive Hybrid  Cloud ...A Generic Middleware Framework  for Handling Process Intensive Hybrid  Cloud ...
A Generic Middleware Framework for Handling Process Intensive Hybrid Cloud ...Huber Flores
 
Adaptive Code Offloading for Mobile Cloud Applications
Adaptive Code Offloading for Mobile Cloud ApplicationsAdaptive Code Offloading for Mobile Cloud Applications
Adaptive Code Offloading for Mobile Cloud Applications Huber Flores
 

More from Huber Flores (16)

AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...
AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...
AI Sensors and Dashboards: Gauging and Monitoring the Inferences Capabilities...
 
One-to-rule-them-all_BigData2023_Ottun.pdf
One-to-rule-them-all_BigData2023_Ottun.pdfOne-to-rule-them-all_BigData2023_Ottun.pdf
One-to-rule-them-all_BigData2023_Ottun.pdf
 
foggy_sensys2023_dar.pdf
foggy_sensys2023_dar.pdffoggy_sensys2023_dar.pdf
foggy_sensys2023_dar.pdf
 
IoT_nanodrones_mayowa.pdf
IoT_nanodrones_mayowa.pdfIoT_nanodrones_mayowa.pdf
IoT_nanodrones_mayowa.pdf
 
DataScienceSeminar_Sustainability_Flores.pdf
DataScienceSeminar_Sustainability_Flores.pdfDataScienceSeminar_Sustainability_Flores.pdf
DataScienceSeminar_Sustainability_Flores.pdf
 
UbiComp_LostInPerformance2023-Flores.pdf
UbiComp_LostInPerformance2023-Flores.pdfUbiComp_LostInPerformance2023-Flores.pdf
UbiComp_LostInPerformance2023-Flores.pdf
 
Ubicomp_HIPPO-Zhigang.pdf
Ubicomp_HIPPO-Zhigang.pdfUbicomp_HIPPO-Zhigang.pdf
Ubicomp_HIPPO-Zhigang.pdf
 
Hedgehog-hotmobile2023-flores.pdf
Hedgehog-hotmobile2023-flores.pdfHedgehog-hotmobile2023-flores.pdf
Hedgehog-hotmobile2023-flores.pdf
 
DPS-Tartu-ResearchAgenda2023-huberflores.pdf
DPS-Tartu-ResearchAgenda2023-huberflores.pdfDPS-Tartu-ResearchAgenda2023-huberflores.pdf
DPS-Tartu-ResearchAgenda2023-huberflores.pdf
 
Mega-enviromental_Flores.pdf
Mega-enviromental_Flores.pdfMega-enviromental_Flores.pdf
Mega-enviromental_Flores.pdf
 
Collaborative Software Development
Collaborative Software DevelopmentCollaborative Software Development
Collaborative Software Development
 
Evidence-aware Mobile Computational Offloading
Evidence-aware Mobile Computational OffloadingEvidence-aware Mobile Computational Offloading
Evidence-aware Mobile Computational Offloading
 
Modeling Mobile Code Acceleration in the Cloud
Modeling Mobile Code Acceleration in the CloudModeling Mobile Code Acceleration in the Cloud
Modeling Mobile Code Acceleration in the Cloud
 
Mobile Code Offloading from Concept to Practice, and Beyond
Mobile Code Offloading from Concept to Practice, and BeyondMobile Code Offloading from Concept to Practice, and Beyond
Mobile Code Offloading from Concept to Practice, and Beyond
 
A Generic Middleware Framework for Handling Process Intensive Hybrid Cloud ...
A Generic Middleware Framework  for Handling Process Intensive Hybrid  Cloud ...A Generic Middleware Framework  for Handling Process Intensive Hybrid  Cloud ...
A Generic Middleware Framework for Handling Process Intensive Hybrid Cloud ...
 
Adaptive Code Offloading for Mobile Cloud Applications
Adaptive Code Offloading for Mobile Cloud ApplicationsAdaptive Code Offloading for Mobile Cloud Applications
Adaptive Code Offloading for Mobile Cloud Applications
 

Recently uploaded

1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdfQucHHunhnh
 
Magic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptxMagic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptxdhanalakshmis0310
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin ClassesCeline George
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxDenish Jangid
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseAnaAcapella
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhikauryashika82
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfNirmal Dwivedi
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Association for Project Management
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and ModificationsMJDuyan
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docxPoojaSen20
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.pptRamjanShidvankar
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentationcamerronhm
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdfQucHHunhnh
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxheathfieldcps1
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxVishalSingh1417
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17Celine George
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfPoh-Sun Goh
 

Recently uploaded (20)

1029 - Danh muc Sach Giao Khoa 10 . pdf
1029 -  Danh muc Sach Giao Khoa 10 . pdf1029 -  Danh muc Sach Giao Khoa 10 . pdf
1029 - Danh muc Sach Giao Khoa 10 . pdf
 
Magic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptxMagic bus Group work1and 2 (Team 3).pptx
Magic bus Group work1and 2 (Team 3).pptx
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptxBasic Civil Engineering first year Notes- Chapter 4 Building.pptx
Basic Civil Engineering first year Notes- Chapter 4 Building.pptx
 
Spellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please PractiseSpellings Wk 3 English CAPS CARES Please Practise
Spellings Wk 3 English CAPS CARES Please Practise
 
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in DelhiRussian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
Russian Escort Service in Delhi 11k Hotel Foreigner Russian Call Girls in Delhi
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdfUGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
UGC NET Paper 1 Mathematical Reasoning & Aptitude.pdf
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...Making communications land - Are they received and understood as intended? we...
Making communications land - Are they received and understood as intended? we...
 
Understanding Accommodations and Modifications
Understanding  Accommodations and ModificationsUnderstanding  Accommodations and Modifications
Understanding Accommodations and Modifications
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
SOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning PresentationSOC 101 Demonstration of Learning Presentation
SOC 101 Demonstration of Learning Presentation
 
1029-Danh muc Sach Giao Khoa khoi 6.pdf
1029-Danh muc Sach Giao Khoa khoi  6.pdf1029-Danh muc Sach Giao Khoa khoi  6.pdf
1029-Danh muc Sach Giao Khoa khoi 6.pdf
 
The basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptxThe basics of sentences session 3pptx.pptx
The basics of sentences session 3pptx.pptx
 
Unit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptxUnit-V; Pricing (Pharma Marketing Management).pptx
Unit-V; Pricing (Pharma Marketing Management).pptx
 
How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17How to Create and Manage Wizard in Odoo 17
How to Create and Manage Wizard in Odoo 17
 
Micro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdfMicro-Scholarship, What it is, How can it help me.pdf
Micro-Scholarship, What it is, How can it help me.pdf
 
Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024Mehran University Newsletter Vol-X, Issue-I, 2024
Mehran University Newsletter Vol-X, Issue-I, 2024
 

Cloud-based Mobile Networking Seminar

  • 1. Seminar on CLOUD-BASED MOBILE NETWORKING CSM13181 (5 cr), Autumn 2017 Huber Flores huber.flores@helsinki.fi
  • 2. Agenda • Objectives – Course focus and learning outcomes • Work plan – Learning methods, tools and study materials • Grading – Deliverables
  • 3. Objectives • Course focus: – Cloud-based mobile networking? • Mobile computing + Cloud computing + Networking • Part1: Concepts, tools and readings • Part2: Analysis over a dataset collected in the wild.
  • 4. Objectives • Explore a particular topic in detail • Work will be around a general idea • Sharing and presenting results
  • 6. Work plan (in detail) 1. Case studies a) GitHub b) R c) Gnuplot 2. Readings: articles to read. 3. General idea to develop over a dataset a) Iterative process
  • 7. Work plan • Learning outcomes – Understand the convergence point of mobile, cloud and networking – Learn through a case study the benefits of cloud- aware approach for different components of the network, e.g., saving energy of end points. – Lear how to apply analytic techniques over a network dataset
  • 9. Work plan (target dataset) user id time base station traffic volume app id 1885126 21145945 283408 1507 1636 1885126 21135216 283408 899 1636 1885126 21143426 283408 902 1636 1885126 21192946 283408 1438 1636 1885126 21193715 283408 981 1636 1885126 21195947 283408 2239 1636 1730599 21164431 521887 1236 1636 1730599 21164431 521887 11865 1636 1730599 21164432 521887 1480 1636 1537326 21013247 138215 1502 1636 1603775 21173552 303208 640 1636 1603775 21173552 303208 256 1636 1603775 21173552 303208 260 1636 1537326 21022517 138215 1503 1636 80020 21102919 512228 288 1636 80020 21102920 512228 288 1636 80020 21091417 512227 900 1636 80020 21085916 512227 288 1636 80020 21141416 43516 1015 1636
  • 10. Assignment • Send your GitHub user to huber.flores@helsinki.fi • Get acquaintance with GitHub
  • 11. Assignment • 1st reading – Flores, Huber, et al. "Mobile code offloading: from concept to practice and beyond." IEEE Communications Magazine 53.3 (2015): 80-88.