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Sustainability Analysis of
Broadband wireless access (BWA)
Reza Farrahi Moghaddam and Mohamed Cheriet
Synchromedia Lab, ETS
Green Sustainable Telco Cloud (GSTC) Project
July 18th, 2014, ETS, Montreal, Quebec, Canada
Outline
• Broadband wireless access (BWA)
• Performance Metrics
• The ‘Next’ Paradox, Beyond the Rebound Effect
• Wireless Access – Examples of Enabling Benefits
• ICT (including BWA) Residuals
• Regulatory Approaches to Contain BWA
Footprint
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 2
Broadband wireless access (BWA)
• Challenges of wireless aspect:
– Variability of media (Noise and interference)
– Mobility of the end
– Not-knowing of the location of the end (Directional antennas)
• Challenges of the broadband aspect:
– Capacity (Dual connectivity; Proximity services; LTE-U)
• LTE-advanced (3GPP Release 12)
– Competition with other wireless services
• Challenges of the energy consumption aspect:
– Always-on stations
• Along temporal dimension
• Along spatial dimension
– Interference cancelation (LTE-U, 5.8 GHz band)
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 3
Performance Metrics
• Traditional metrics:
– Joule/bit: 0.33-0.62 kJ/Mbit for LTE (at 7.4-0.5 Mbps/km2) [2]
– W/km2: 0.65 kW/km2 for LTE (area = 2.7 km2) [2]
• Proposed metrics:
– Joule/(m2bit) at max throughput: 0.33/2.7 (=0.12) J/(km2kbit)
• Spatial (Horizontal) Penetration
• Max Capacity
• It is not just the hardware management
– Software, especially protocols
• Adjustability vs Abstraction (Virtualization)
– Vertical Penetration across the layers (stacks)
• Easily can be generalized to hybrid systems (wired/wireless)
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 4
The ‘Next’ Paradox, Beyond the
Rebound Effect
• The baseline paradox (The Khazoom-Brookes Postulate):
– “Energy efficiency” increases “energy consumption”
– It could be interpreted to promote “limiting access” instead of
“efficiency” as a measure toward sustainability
• The limits of the baseline paradox:
– Assumption of a single region:
• Not valid in a global world
– Assumption of sustainability-ignorant costumers:
• Not valid: Many of sustainability actions are actually costumer-driven
– Assumption of zero level of regulability:
• Not valid: A changing landscape
• The proposed ‘Next’ Paradox:
– “Not providing access” increases “energy consumption”
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 5
The ‘Next’ Paradox, Cont’d
• The ‘Next’ Paradox:
– “Not providing access” increases “energy consumption”
• The mechanisms behind the ‘Next’ paradox:
– A. Relocation:
• The world has multiple regions that mostly are uncontrollable by a particular decision
maker
• Knowledge (Technology) without border:
– Everything is replicable anywhere
– B. Imported consumption:
• Multi-regional businesses would easily and implicitly import accountable consumption
incurred in other regions to the target region
– C. Losing the opportunities to engage customers in the sustainable actions
• Unmotivated customers would be more likely to become more selfish
• Implementing a self-driven sustainable ecosystem:
– Engaging everybody (including the end users)
– Understanding their needs
– Behavior engineering
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 6
Wireless Access – Examples of
Enabling Benefits
• A. Reduction of Transport Sector’s footprint:
– Ex: Less fuel consumption by better and dynamic trip planning
– Ex: By avoiding Missed exits on highways
• B. Infrastructure of emergency operations
– Natural disasters: Land slides/flooding could fail the wired networks
– Every surviving station could act as an emergency hot spot (Sandy’s case;
Group communication over LTE)
• Health care expenditures
– 2013: B$211 Total health spending in Canada ($5,988 per person) [4]
• A. Higher spending per person for youth and elderly age groups
– Automated, smart house and care services
• B. Drugs accounted for B$34.5 (16.3%)
– 1998: Depression/Psychological spending was 16% of total drug spending
– Psychological interventions is more cost effective than drugs [5]
» The role of Connectivity and Social Networks
» If 5% reduction in total spending is achieved, with a rate of $0.5/kWh, it is equivalent to
21.1 TWh energy saving (or 1% of total energy consumption of Canada)
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 7
ICT (including BWA) Residuals
• The performance metrics should differentiate
between ‘good’ and ‘bad’ bits:
– A. Advertisement-driven Business models
• Up to 50% of the delivered bits could come from not ‘useful’
ad content
– B. Zero-dollar, but inefficient devices are promoted to
customers
• The responsibility is unfairly shifted to customers
– C. Inefficient protocols
• ‘extra-added’, ‘packet-dropout’, and ‘delayed’ bits
• The capacity of the physical media could be several times
larger than the achievable limit of a protocol
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 8
Regulatory Approaches to Contain
BWA Footprint
• Everybody-in-the-Loop (EitL) Framework [6]:
– Everybody, including the providers and decision makers, should take
responsibility
– This responsibility could be translated into ‘charges’ and ‘fees’
• Change (decrease, increase, or exchange) in behavior
• Efficiency:
– Efficiency: Smart management of resources along time and space
– New and novel ‘contract’ models that allow dynamic and awarded
participation of customers in ‘mirco’-scale sustainable actions
– Development of new protocols to approach to the limits of ‘dark’ media
• Dark fiber capacity expansion
• Less hardware means less upstream footprint (LCA)
• Footprint along spatial dimension:
– Edge Cloud
– Mobile Cloud
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 9
References
• [1] - Astely, David, Erik Dahlman, Gabor Fodor, Stefan Parkvall, and Joachim Sachs.
"LTE release 12 and beyond,” IEEE Communications Magazine, 51(7), 2013.
• [2] – Gunther Auer, et al. “Energy efficiency analysis of the reference systems,
areas of improvements and target breakdown,” Deliverable 2.3, INFSO-ICT-247733
EARTH, 2010.
• [3] – CEET, “The power of wireless cloud: An analysis of the energy consumption of
wireless cloud,” The University of Melbourne, 2013.
• [4] – Canadian Institute for Health Information, “National Health Expenditure
Trends, 1975 to 2013,” Oct 2013.
• [5] - Hunsley, J. “The cost effectiveness of psychological interventions,” Canadian
Psychological Association, May 2002.
• [6] - Farrahi Moghaddam, Reza, Fereydoun Farrahi Moghaddam, and Mohamed
Cheriet. "A Multi-Entity Input Output (MEIO) Approach to Sustainability-Water-
Energy-GHG (WEG) Footprint Statements in Use Cases from Auto and Telco
Industries," arXiv preprint arXiv:1404.6227, April 2014.
7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 10
Thank you!
www.synchromedia.ca

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Sustainability Analysis of Broadband wireless access (BWA)

  • 1. Sustainability Analysis of Broadband wireless access (BWA) Reza Farrahi Moghaddam and Mohamed Cheriet Synchromedia Lab, ETS Green Sustainable Telco Cloud (GSTC) Project July 18th, 2014, ETS, Montreal, Quebec, Canada
  • 2. Outline • Broadband wireless access (BWA) • Performance Metrics • The ‘Next’ Paradox, Beyond the Rebound Effect • Wireless Access – Examples of Enabling Benefits • ICT (including BWA) Residuals • Regulatory Approaches to Contain BWA Footprint 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 2
  • 3. Broadband wireless access (BWA) • Challenges of wireless aspect: – Variability of media (Noise and interference) – Mobility of the end – Not-knowing of the location of the end (Directional antennas) • Challenges of the broadband aspect: – Capacity (Dual connectivity; Proximity services; LTE-U) • LTE-advanced (3GPP Release 12) – Competition with other wireless services • Challenges of the energy consumption aspect: – Always-on stations • Along temporal dimension • Along spatial dimension – Interference cancelation (LTE-U, 5.8 GHz band) 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 3
  • 4. Performance Metrics • Traditional metrics: – Joule/bit: 0.33-0.62 kJ/Mbit for LTE (at 7.4-0.5 Mbps/km2) [2] – W/km2: 0.65 kW/km2 for LTE (area = 2.7 km2) [2] • Proposed metrics: – Joule/(m2bit) at max throughput: 0.33/2.7 (=0.12) J/(km2kbit) • Spatial (Horizontal) Penetration • Max Capacity • It is not just the hardware management – Software, especially protocols • Adjustability vs Abstraction (Virtualization) – Vertical Penetration across the layers (stacks) • Easily can be generalized to hybrid systems (wired/wireless) 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 4
  • 5. The ‘Next’ Paradox, Beyond the Rebound Effect • The baseline paradox (The Khazoom-Brookes Postulate): – “Energy efficiency” increases “energy consumption” – It could be interpreted to promote “limiting access” instead of “efficiency” as a measure toward sustainability • The limits of the baseline paradox: – Assumption of a single region: • Not valid in a global world – Assumption of sustainability-ignorant costumers: • Not valid: Many of sustainability actions are actually costumer-driven – Assumption of zero level of regulability: • Not valid: A changing landscape • The proposed ‘Next’ Paradox: – “Not providing access” increases “energy consumption” 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 5
  • 6. The ‘Next’ Paradox, Cont’d • The ‘Next’ Paradox: – “Not providing access” increases “energy consumption” • The mechanisms behind the ‘Next’ paradox: – A. Relocation: • The world has multiple regions that mostly are uncontrollable by a particular decision maker • Knowledge (Technology) without border: – Everything is replicable anywhere – B. Imported consumption: • Multi-regional businesses would easily and implicitly import accountable consumption incurred in other regions to the target region – C. Losing the opportunities to engage customers in the sustainable actions • Unmotivated customers would be more likely to become more selfish • Implementing a self-driven sustainable ecosystem: – Engaging everybody (including the end users) – Understanding their needs – Behavior engineering 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 6
  • 7. Wireless Access – Examples of Enabling Benefits • A. Reduction of Transport Sector’s footprint: – Ex: Less fuel consumption by better and dynamic trip planning – Ex: By avoiding Missed exits on highways • B. Infrastructure of emergency operations – Natural disasters: Land slides/flooding could fail the wired networks – Every surviving station could act as an emergency hot spot (Sandy’s case; Group communication over LTE) • Health care expenditures – 2013: B$211 Total health spending in Canada ($5,988 per person) [4] • A. Higher spending per person for youth and elderly age groups – Automated, smart house and care services • B. Drugs accounted for B$34.5 (16.3%) – 1998: Depression/Psychological spending was 16% of total drug spending – Psychological interventions is more cost effective than drugs [5] » The role of Connectivity and Social Networks » If 5% reduction in total spending is achieved, with a rate of $0.5/kWh, it is equivalent to 21.1 TWh energy saving (or 1% of total energy consumption of Canada) 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 7
  • 8. ICT (including BWA) Residuals • The performance metrics should differentiate between ‘good’ and ‘bad’ bits: – A. Advertisement-driven Business models • Up to 50% of the delivered bits could come from not ‘useful’ ad content – B. Zero-dollar, but inefficient devices are promoted to customers • The responsibility is unfairly shifted to customers – C. Inefficient protocols • ‘extra-added’, ‘packet-dropout’, and ‘delayed’ bits • The capacity of the physical media could be several times larger than the achievable limit of a protocol 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 8
  • 9. Regulatory Approaches to Contain BWA Footprint • Everybody-in-the-Loop (EitL) Framework [6]: – Everybody, including the providers and decision makers, should take responsibility – This responsibility could be translated into ‘charges’ and ‘fees’ • Change (decrease, increase, or exchange) in behavior • Efficiency: – Efficiency: Smart management of resources along time and space – New and novel ‘contract’ models that allow dynamic and awarded participation of customers in ‘mirco’-scale sustainable actions – Development of new protocols to approach to the limits of ‘dark’ media • Dark fiber capacity expansion • Less hardware means less upstream footprint (LCA) • Footprint along spatial dimension: – Edge Cloud – Mobile Cloud 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 9
  • 10. References • [1] - Astely, David, Erik Dahlman, Gabor Fodor, Stefan Parkvall, and Joachim Sachs. "LTE release 12 and beyond,” IEEE Communications Magazine, 51(7), 2013. • [2] – Gunther Auer, et al. “Energy efficiency analysis of the reference systems, areas of improvements and target breakdown,” Deliverable 2.3, INFSO-ICT-247733 EARTH, 2010. • [3] – CEET, “The power of wireless cloud: An analysis of the energy consumption of wireless cloud,” The University of Melbourne, 2013. • [4] – Canadian Institute for Health Information, “National Health Expenditure Trends, 1975 to 2013,” Oct 2013. • [5] - Hunsley, J. “The cost effectiveness of psychological interventions,” Canadian Psychological Association, May 2002. • [6] - Farrahi Moghaddam, Reza, Fereydoun Farrahi Moghaddam, and Mohamed Cheriet. "A Multi-Entity Input Output (MEIO) Approach to Sustainability-Water- Energy-GHG (WEG) Footprint Statements in Use Cases from Auto and Telco Industries," arXiv preprint arXiv:1404.6227, April 2014. 7/18/2014 Sustainability Analysis of Broadband wireless access (BWA) 10