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A framework for
sustainable computing
Sustainable development is the kind of
development that meets the needs of the
present without compromising the ability of
future generations to meet their own needs.
Brundtland Commission 1987
Watson et al. (2012) Fish and Fisheries (data from FAO)
As a society we have to learn to live in a complex
world of interdependent systems with high
uncertainties and multiple legitimate interests.
These complex and evolving systems require a
new way of thinking about risk, uncertainty,
ambiguity and ignorance. These systems require
that we can think simultaneously of drivers and
impacts of our actions across scales and barriers
of space, time, culture, species and disciplinary
boundaries.
Making invisible visible
• Recognition of unseen elements
• See opportunities for sustainable practice
skills
• Identify un/sustainabilityness of actions –
that is recognise if something is
unsustainable, or distinguish degrees of
sustainability
• Present options and ways of
framing alternatives
Beyond
argumentative
behaviour change
(and good/evil choices)
• How can a collaborative approach based on
motivational interviewing be used to
overcome barriers in behaviour change
Sustainability as
systems
And we are part of those systems.
• What would be the consequence of
considering an basis of interaction that is a
collaboration with the environment (rather
than on, or about the environment)?
• How can Sustainable Lens position human as
actors rather than stressors?
• How can Sustainable Lens combine human
and biophysical information into a single
coherent narrative?
Te Rūnanga o Ōtākou
Kāti Huirapaki Puketeraki Runaka
Te Runanga o Moeraki
Hokonui Rūnaka
Objective 1: The development and testing of
a participatory approach to game
development.
Objective 2: Develop a software tool for
creating specific Māori virtual environments:
the “SimPā toolkit”
Objective 3: Develop and test tools for the
use of games in teaching Māori concepts.
Objective 4: Develop techniques and
practices for the further use of GamePā
Objective 5: Develop a new specialist area
in education: Māori digital content
Objective 6. Develop a process of adoption
of this initiative beyond the collaborating
partners
• Overwhelming success, but very
different to that expected.
• Need to abandon a linear flow to
accommodate a process that is very
much more organic.
• SimPā toolkit has ended up being
much more about process –
partnerships of ideas and
capabilities – than about the
technology.
• Need to recognise complex
structures of knowledge ownership
• The project has taken far more
partnership negotiation than the
team ever imagined.
• The SimPā team had to be
indistinguishably both Otago
Polytechnic and Iwi
Sustainability as
ethics extended in
space and time.
To what extent do you agree/disagree
with the following statements?
Strongly
Disagree (1)
Disagree (2) Neither Agree
nor Disagree
(3)
Agree (4) Strongly Agree (5)
If it's legal it's ethical     
The dignity and welfare of
people should be the most
important concern in society
    
Selfishness is the best guiding
principle
    
Questions of what is ethical
for everyone can never be
resolved since what is moral
or immoral is up to the
individual.
    
Business is a special case, the
ethics are different to personal
life
    
To what extent do you agree/disagree with the
following statements?
Strongly
Disagree
(1)
Disagree (2) Neither Agree nor
Disagree (3)
Agree (4) Strongly
Agree (5)
As long as everyone is following "they are
in it for themselves" society as a whole will
prosper
    
If I'm operating within the law I don't need to
worry about ethics
    
It is never necessary to sacrifice others     
What is ethical varies from one situation
and society to another
    
My employer will protect me if anything
goes wrong, so long as I've followed their
rules.
    
To what extent do you agree/disagree with the
following statements?
Strongly
Disagree
(1)
Disagree (2) Neither Agree nor
Disagree (3)
Agree (4) Strongly
Agree (5)
The existence of potential harm to others is
always wrong, irrespective of the benefits to
be gained
    
My job as a computer professional is to
provide the technical solutions (code or
infrastructure), my managers will have
considered the ethical implications
    
There is no room in business for soft things
like ethics, if your competitor does it then
you can
    
Computing is largely theoretical or technical
- with little consequence
    
The existence of potential harm to others is
always wrong, irrespective of the benefits to
be gained
    
0 1 2 3 4
It is never necessary to sacrifice others
The existence of potential harm to others is always wrong,
irrespective of the benefits to be gained
The dignity and welfare of people should be the most important
concern in society
There is no room in business for soft things like ethics, if your
competitor does it then you can
Business is a special case, the ethics are different to personal life
What is ethical varies from one situation and society to another
Questions of what is ethical for everyone can never be resolved
since what is moral or immoral is up to the individual.
My job as a computer professional is to provide the technical
solutions (code or infrastructure), my managers will have…
My employer will protect me if anything goes wrong, so long as
I've followed their rules.
As long as everyone is following "they are in it for themselves"
society as a whole will prosper
Selfishness is the best guiding principle
If I'm operating within the law I don't need to worry about ethics
If it's legal it's ethical
agree
} Naïve legalism
} Naïve egoism
} Naïve agency
} Naïve relativism
} Naïve relativism
in context
} Idealism
0 1 2 3 4
It is never necessary to sacrifice others
The existence of potential harm to others is always wrong,
irrespective of the benefits to be gained
The dignity and welfare of people should be the most important
concern in society
There is no room in business for soft things like ethics, if your
competitor does it then you can
Business is a special case, the ethics are different to personal life
What is ethical varies from one situation and society to another
Questions of what is ethical for everyone can never be resolved
since what is moral or immoral is up to the individual.
My job as a computer professional is to provide the technical
solutions (code or infrastructure), my managers will have…
My employer will protect me if anything goes wrong, so long as
I've followed their rules.
As long as everyone is following "they are in it for themselves"
society as a whole will prosper
Selfishness is the best guiding principle
If I'm operating within the law I don't need to worry about ethics
If it's legal it's ethical
disagree agree
0 1 2 3 4
It is never necessary to sacrifice others
The existence of potential harm to others is always wrong,
irrespective of the benefits to be gained
The dignity and welfare of people should be the most important
concern in society
There is no room in business for soft things like ethics, if your
competitor does it then you can
Business is a special case, the ethics are different to personal life
What is ethical varies from one situation and society to another
Questions of what is ethical for everyone can never be resolved
since what is moral or immoral is up to the individual.
My job as a computer professional is to provide the technical
solutions (code or infrastructure), my managers will have…
My employer will protect me if anything goes wrong, so long as
I've followed their rules.
As long as everyone is following "they are in it for themselves"
society as a whole will prosper
Selfishness is the best guiding principle
If I'm operating within the law I don't need to worry about ethics
If it's legal it's ethical
disagree agree
Student Employer
• How can our Sustainable Lens be able to
operate on multiple scales of space and time
simultaneously?
• How can we develop systems that explicitly
account for both our ancestors and future
generations?
There are multiple
legitimate interests.
• To what extent will solutions need to be
tailored to individual situations?
• How can we to communicate across these
divides of understanding form an opportunity
for collaboration?
• How can support for the sustainable
practitioner adapt to changing
understandings?
Forget the dogma of
"you can't manage
what we can't
measure"
We must befriend uncertainty.
• How can Sustainable Lens represent
uncertainty?
• How can Sustainable Lens support situations
where there is no single right answer?
Working with
scenarios
Visioning a better life, not a lesser
life.
• What is the nature of the complexity of
models and engagement with degree of
participation?
• How can Sustainable Lens encourage and
actively support sharing solutions and
understandings?
• How can we integrate and visualise data from
multiple sources across multiple scales of
space and time? What are the implications of
doing this in real time and in participatory
situations?
• To what extent should we expose the models
used?
Sustainability as
communication
but not the greenwash kind.
• How might we begin to describe sustainability
in terms of patterns?
• How can Sustainable Lens provide engaging,
accessible and understandable interactions?
• How can Sustainable Lens allow people to
‘‘drill down’’ past the charisma (of the surface)
and access the back stories – the
researchers, management?
• How can open modelling frameworks
encourage an effective and efficient structure
for collaborative sharing, reusing and
critiquing of elements in a Sustainable Lens
worldview?
• How can Sustainable Lens use make use of
multiple understandings to improve
understanding?
Participation
sustainablelens.org
Guest lecture Sustainable Lens 2014
Guest lecture Sustainable Lens 2014

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Guest lecture Sustainable Lens 2014

  • 2.
  • 3.
  • 4. Sustainable development is the kind of development that meets the needs of the present without compromising the ability of future generations to meet their own needs. Brundtland Commission 1987
  • 5.
  • 6.
  • 7. Watson et al. (2012) Fish and Fisheries (data from FAO)
  • 8. As a society we have to learn to live in a complex world of interdependent systems with high uncertainties and multiple legitimate interests. These complex and evolving systems require a new way of thinking about risk, uncertainty, ambiguity and ignorance. These systems require that we can think simultaneously of drivers and impacts of our actions across scales and barriers of space, time, culture, species and disciplinary boundaries.
  • 9.
  • 10.
  • 11.
  • 12.
  • 13.
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  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 26.
  • 27.
  • 28. • Recognition of unseen elements • See opportunities for sustainable practice skills • Identify un/sustainabilityness of actions – that is recognise if something is unsustainable, or distinguish degrees of sustainability • Present options and ways of framing alternatives
  • 30.
  • 31.
  • 32. • How can a collaborative approach based on motivational interviewing be used to overcome barriers in behaviour change
  • 33. Sustainability as systems And we are part of those systems.
  • 34.
  • 35.
  • 36. • What would be the consequence of considering an basis of interaction that is a collaboration with the environment (rather than on, or about the environment)? • How can Sustainable Lens position human as actors rather than stressors? • How can Sustainable Lens combine human and biophysical information into a single coherent narrative?
  • 37. Te Rūnanga o Ōtākou Kāti Huirapaki Puketeraki Runaka Te Runanga o Moeraki Hokonui Rūnaka
  • 38.
  • 39. Objective 1: The development and testing of a participatory approach to game development. Objective 2: Develop a software tool for creating specific Māori virtual environments: the “SimPā toolkit” Objective 3: Develop and test tools for the use of games in teaching Māori concepts. Objective 4: Develop techniques and practices for the further use of GamePā Objective 5: Develop a new specialist area in education: Māori digital content Objective 6. Develop a process of adoption of this initiative beyond the collaborating partners
  • 40.
  • 41. • Overwhelming success, but very different to that expected. • Need to abandon a linear flow to accommodate a process that is very much more organic. • SimPā toolkit has ended up being much more about process – partnerships of ideas and capabilities – than about the technology. • Need to recognise complex structures of knowledge ownership • The project has taken far more partnership negotiation than the team ever imagined. • The SimPā team had to be indistinguishably both Otago Polytechnic and Iwi
  • 42.
  • 43.
  • 44. Sustainability as ethics extended in space and time.
  • 45. To what extent do you agree/disagree with the following statements? Strongly Disagree (1) Disagree (2) Neither Agree nor Disagree (3) Agree (4) Strongly Agree (5) If it's legal it's ethical      The dignity and welfare of people should be the most important concern in society      Selfishness is the best guiding principle      Questions of what is ethical for everyone can never be resolved since what is moral or immoral is up to the individual.      Business is a special case, the ethics are different to personal life     
  • 46. To what extent do you agree/disagree with the following statements? Strongly Disagree (1) Disagree (2) Neither Agree nor Disagree (3) Agree (4) Strongly Agree (5) As long as everyone is following "they are in it for themselves" society as a whole will prosper      If I'm operating within the law I don't need to worry about ethics      It is never necessary to sacrifice others      What is ethical varies from one situation and society to another      My employer will protect me if anything goes wrong, so long as I've followed their rules.     
  • 47. To what extent do you agree/disagree with the following statements? Strongly Disagree (1) Disagree (2) Neither Agree nor Disagree (3) Agree (4) Strongly Agree (5) The existence of potential harm to others is always wrong, irrespective of the benefits to be gained      My job as a computer professional is to provide the technical solutions (code or infrastructure), my managers will have considered the ethical implications      There is no room in business for soft things like ethics, if your competitor does it then you can      Computing is largely theoretical or technical - with little consequence      The existence of potential harm to others is always wrong, irrespective of the benefits to be gained     
  • 48. 0 1 2 3 4 It is never necessary to sacrifice others The existence of potential harm to others is always wrong, irrespective of the benefits to be gained The dignity and welfare of people should be the most important concern in society There is no room in business for soft things like ethics, if your competitor does it then you can Business is a special case, the ethics are different to personal life What is ethical varies from one situation and society to another Questions of what is ethical for everyone can never be resolved since what is moral or immoral is up to the individual. My job as a computer professional is to provide the technical solutions (code or infrastructure), my managers will have… My employer will protect me if anything goes wrong, so long as I've followed their rules. As long as everyone is following "they are in it for themselves" society as a whole will prosper Selfishness is the best guiding principle If I'm operating within the law I don't need to worry about ethics If it's legal it's ethical agree } Naïve legalism } Naïve egoism } Naïve agency } Naïve relativism } Naïve relativism in context } Idealism
  • 49. 0 1 2 3 4 It is never necessary to sacrifice others The existence of potential harm to others is always wrong, irrespective of the benefits to be gained The dignity and welfare of people should be the most important concern in society There is no room in business for soft things like ethics, if your competitor does it then you can Business is a special case, the ethics are different to personal life What is ethical varies from one situation and society to another Questions of what is ethical for everyone can never be resolved since what is moral or immoral is up to the individual. My job as a computer professional is to provide the technical solutions (code or infrastructure), my managers will have… My employer will protect me if anything goes wrong, so long as I've followed their rules. As long as everyone is following "they are in it for themselves" society as a whole will prosper Selfishness is the best guiding principle If I'm operating within the law I don't need to worry about ethics If it's legal it's ethical disagree agree
  • 50. 0 1 2 3 4 It is never necessary to sacrifice others The existence of potential harm to others is always wrong, irrespective of the benefits to be gained The dignity and welfare of people should be the most important concern in society There is no room in business for soft things like ethics, if your competitor does it then you can Business is a special case, the ethics are different to personal life What is ethical varies from one situation and society to another Questions of what is ethical for everyone can never be resolved since what is moral or immoral is up to the individual. My job as a computer professional is to provide the technical solutions (code or infrastructure), my managers will have… My employer will protect me if anything goes wrong, so long as I've followed their rules. As long as everyone is following "they are in it for themselves" society as a whole will prosper Selfishness is the best guiding principle If I'm operating within the law I don't need to worry about ethics If it's legal it's ethical disagree agree Student Employer
  • 51.
  • 52.
  • 53.
  • 54. • How can our Sustainable Lens be able to operate on multiple scales of space and time simultaneously? • How can we develop systems that explicitly account for both our ancestors and future generations?
  • 56.
  • 57. • To what extent will solutions need to be tailored to individual situations? • How can we to communicate across these divides of understanding form an opportunity for collaboration? • How can support for the sustainable practitioner adapt to changing understandings?
  • 58. Forget the dogma of "you can't manage what we can't measure" We must befriend uncertainty.
  • 59. • How can Sustainable Lens represent uncertainty? • How can Sustainable Lens support situations where there is no single right answer?
  • 60. Working with scenarios Visioning a better life, not a lesser life.
  • 61. • What is the nature of the complexity of models and engagement with degree of participation? • How can Sustainable Lens encourage and actively support sharing solutions and understandings? • How can we integrate and visualise data from multiple sources across multiple scales of space and time? What are the implications of doing this in real time and in participatory situations? • To what extent should we expose the models used?
  • 62.
  • 64.
  • 65. • How might we begin to describe sustainability in terms of patterns? • How can Sustainable Lens provide engaging, accessible and understandable interactions? • How can Sustainable Lens allow people to ‘‘drill down’’ past the charisma (of the surface) and access the back stories – the researchers, management?
  • 66. • How can open modelling frameworks encourage an effective and efficient structure for collaborative sharing, reusing and critiquing of elements in a Sustainable Lens worldview? • How can Sustainable Lens use make use of multiple understandings to improve understanding?
  • 68.
  • 69.
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  • 96.

Editor's Notes

  1. This paper proposes a conceptual Sustainable Lens as an underlying metaphor for a research agenda in development of a sustainable approach to software development.
  2. This paper has proposed a Sustainable Lens as a basis for a research agenda to organise efforts into sustainability in computing. These research questions can all be applied to a Sustainable Lens at multiple levels: a goal for an actual object (similar to the solder centric SCENICC); a description for wider efforts in sustainable computing; a plea to recognise that all computing needs to be considered as part of a sustainability ethic; or as a conception for an integral heads-up display. For all of these, the imperative is clear and deep-seated- we hope this research agenda provides a way forward. This is a significant step beyond the conservative incremental approaches (Collado-Ruiz & Ostad-Ahmad-Ghorabi, 2010) described by much of the computing literature in the sustainability area.
  3. This paper has examined the underpinning of sustainability and suggests the adoption of collaboration as a basis for developing a Sustainable Lens. This is a significant step beyond the conservative incremental approaches described by much of the computing literature in the sustainability area. We recognise that this will be an order of magnitude transformation. A Sustainable Lens can be seen at multiple levels: a goal for an actual object (similar to the soldier centric SCENICC); a description for wider efforts in sustainable computing; a plea to recognise that all computing needs to be considered as part of a sustainability ethic; or as a conception for an internal heads-up display. For all of these, the basis in collaboration is clear and deep-seated
  4. As a society we have to learn to live in a complex world of interdependent systems with high uncertainties and multiple legitimate interests. These complex and evolving systems require a new way of thinking about risk, uncertainty, ambiguity and ignorance. These systems require that we can think simultaneously of drivers and impacts of our actions across scales and barriers of space, time, culture, species and disciplinary boundaries.
  5. As a society we have to learn to live in a complex world of interdependent systems with high uncertainties and multiple legitimate interests. These complex and evolving systems require a new way of thinking about risk, uncertainty, ambiguity and ignorance. These systems require that we can think simultaneously of drivers and impacts of our actions across scales and barriers of space, time, culture, species and disciplinary boundaries.
  6. Imagine you had a pair of glasses that had a sustainability mode. This mode meant that you looked at the world through a “sustainable lens”. What would you see? These lenses wouldn’t merely be green tinted glasses like the ones from the Emerald City in the Wizard of Oz
  7. Wicked problems: The sustainability journey is described as a “wicked problem” (Morris & Martin, 2009). This means it involves complexity, uncertainty, multiple stakeholders and perspectives, competing values, lack of end points and ambiguous terminology. It means dealing with a mess that is different from the problems for which our current tools and disciplines were designed (indeed it could be argued that they caused it). Wicked problems mean unique decision situations that cannot be easily reversed, for which there are contradictory certitudes, without a clear set of alternative solutions (Rayner, 2006). These persistent and insoluble problems have redistributive implications for entrenched interests.
  8. Instead, think about the analytical eyes of the Predators (robots) in the Terminator movies. These eyes scan the landscape, identifying threats, analysing options and proposing actions. In late 2010 ‘Terminator Vision’ took a major step towards becoming a reality when DARPA released a request for the development of Soldier Centric Imaging via Computational Cameras [2]. SCENICC proposes an augmented reality system for soldiers in war situations. Among other goals, DARPA describes “Automated Threat Detection and Mitigation” and “Multi-Platform Collaborative Imaging” systems that include “imagery (that) may be analysed automatically in real-time to determine the existence/location of interesting objects (e.g., a person carrying a weapon) within a soldier- centered one kilometre sphere of influence and a suitable alarm could then accompany an image of the potential threat”.   We do not discuss here the ethics of spending on military hardware, rather the intention is to borrow from the compelling image of the SCENICC/Terminator Vision and use it to begin to consider a potential Sustainable Lens. It is noteworthy that DARPA recognises the role of collaboration in SCENICC. This has two aspects, first the technical benefits of devices operating in conjunction (with units on other soldiers, drones etc), and second the support for the team of soldiers working as a cohesive group (including analysts and commanders back at base). In this paper we explore the potential for development of a Sustainable Lens with a particular focus on the implications and potentials of the collaborative aspects of the problems and the solutions.
  9. As we go about our daily lives we are good at avoiding threats - we can see the pothole and drive around it. We also are good at recognising impacts and taking action - we can see when our child has cut her knee and offer care and sympathy. We can also see the relationship between our actions and the consequences - when I push on a pile of blocks I can see them tumble to the floor.
  10. We’re not so good when the threats are hidden (such as poison in a stream). We’re not good when the action and consequences are separated by time or space, or when the effects are cumulative or bedevilled by a myriad of complicating factors. Such factors are inherent in sustainability - we cannot easily see the impact of our actions on generations to come, or how our situation is affected by decisions made on the other side of the world, or how seemingly innocuous behaviours multiplied across society result in possibly irreparable damage to our connected socio-ecosystems.   Our way of seeing the world frames our behaviour, as does the context of our skills, knowledge and occupation. No matter what our discipline, we need everyone to act in a sustainable manner. So what could a Sustainable Lens contribute to anyones’ discipline? to their understandings? to the behaviours expected of being a sustainable practitioner in any specific discipline? The answers lie beyond the almost trivial, the things that every worker should do (recycling office paper, walking up stairs etc), but with harder questions about the nature of the trade or profession.
  11. Imagine a forestry worker - let’s call him David - attending a chainsaw maintenance course. As part of that course the chainsaw operators are taught all about being careful when changing the chainsaw oil, not spilling it and collecting it for recycling. The first task for the Sustainable Lens, then is to see the opportunities to practice such skills. What is going to matter, perhaps more so, is what our David does on the first day when, after a morning of carefully changing oil, he is roundly abused – ‘just chuck it in the stream, you’re holding up the whole gang’. How might a sustainable view of the world help here? How would he respond if told that his selfishness is preventing a colleague earning money needed for a child’s lifesaving surgery? And what do we expect our David to do when told to go and chop down the last kauri (a NZ native tree - let’s assume our David’s Sustainable Lens recognised it!). The answer isn’t as simple as saying no (he’ll get fired and someone else will chop it down), nor is as simple as saying ‘yes’ (surely unsustainable). Nor is the answer something about integrated catchment management – such material is perhaps considerably outside the purview of our chainsaw operator. Instead the answer is something about polite questioning and discussing alternatives. David’s problem can be further extended by considering that most problems are not of the “last kauri tree” variety, rather, the 999th kauri tree (i.e. a tragedy of the commons problem). Recognising the significance of the tree is also something that is not going to happen by accident.
  12. Equivalent scenarios abound in every discipline. Take, for example, the role of procurement within computing. Every year major organisations purchase hundreds if not thousands of computers. How will the Sustainable Lens help when the IT manager is told to ‘get them off the back of a truck this year’, or told to buy something she suspects is has child labour implications, or to choose between several competing suppliers, all touting apparently green credentials. Clearly one of the things we expect our Sustainable Lens to be able to do is to recognise if something is unsustainable, or distinguish degrees of sustainability. This has two aspects, they need to recognise and deal with greenwash, and they need to understand the implications of the potential purchase in terms of systemic thinking. See opportunities for sustainable practice skills Recognition of unseen elements Identify un/sustainabilityness of actions – that is recognise if something is unsustainable, or distinguish degrees of sustainability Present options and ways of framing alternatives   We have previously explored the chainsaw scenario with a group of building trades lecturers. They agreed with the premise that their graduates should act as sustainable practitioners, but that this would not extend to changing any behaviours that they considered unsustainable. It is, they say, vital to the safety of the building process, that you do exactly as you are told on a building site. Fair point, but this is in itself a value position – that of safety. We further explored the ramifications of safety. What would we expect our David to do if instructed to climb on an unsafe structure? He would be expected (required even) to object to this immediate threat. Clearly, in the area of safety everyone on the building site is empowered to manage their own safety. The same applies if they see someone else doing something dangerous – they are required to intervene. So, let’s say they are instructed to do something unsustainable – maybe hide some heavy metal in material destined for landfill, or to order rainforest timber – the timescale of the threat might have changed, but it is still there.   We don’t have actual answers for what people should do in these everyday situations, clearly the line is blurred. While the wobbly ladder poses an immediate peril, sustainability may have an equal threat – but only if seen through a lens of different spatial and temporal scales. Acting sustainably is not a (relatively) simple matter of changing ones driving habits or reducing home electricity consumption.
  13. As an example, consider a simple visualisation of the energy required to manufacture and run a laptop. If we could see this as smoke, if our computers were dirty and emitted the smoke from 400 grams of coal per day [10], would we perceive them differently? Would we be more vigilant about turning it off when not in use? Would we use it less? Would we value it more? Hopefully we might reconsider decisions about upgrade cycles and try to extend its functional life. We might seek a laptop designed for upgradeability rather than planned obsolesce. We might even investigate a different model of computing ownership. Unfortunately, a simple visualisation does little to promote these activities. We really need our Sustainable Lens to have a context of action ([11],[6] and ongoing transformation ([12]). A further limitation of such visualisations is an inability to represent the complexity of sustainability. Bonanni’s et al.’s [13] work on open source supply chain mapping takes life-cycle analysis in a different direction - instead of focussing on energy independent of geography, they examine transparency of the supply chain with disclosure of materials and processes and where they occur. For some components on Bonanni’s map you don’t have to look very hard to find the sustainability issues, for others you can speed the search by adding key search phrases such as environmental degradation, human rights injustice, war, pollution and so on. Imagery of a smoking laptop provides a direct visualisation of one component of sustainability. While energy/smoke is admittedly useful as a integrator, it does not provide a visualisation of those killed in the Congo, nor the environmental and social effects of the copper from the huge open cast pit and smelter in Chuquicamata Chile (nor the contribution of the mine to Chile’s economy) and so on through the list of 43 components. Nor does it give any indication of the cumulative impact of millions of laptops.   While the Sustainable Lens must include ecovisualisation, this must be only the start of our efforts. The sustainability literature is looking to the computing field for support as the “sites and spaces of environmental controversy relocate to information” [14].
  14. A necessary component of the Sustainable Lens is resource visualisation (eg [8], [9] etc). Such visualisations, though, are just the beginning. It is our contention that much of this work falls short of adequately recognising the complexity of sustainability – in oversimplifying the issues and the responses. Several authors have noted the piecemeal and limited understandings of sustainability inherent in much of the sustainable computing literature [4], [5] [6], [7]. While sustainability is considered in genres including persuasive, technology and ambient awareness, what constitutes sustainable behavior is fairly general, often with predetermined desired behaviours. In 14 citations of [8], almost all are limited in scope to singular resource reduction (primarily energy consumption in the home). This does not reflect the reality of sustainability in our highly complex, uncertain, value-laden issues facing a resource constrained world.
  15. Behaviour change Dix et al. describe appropriate intelligence as “doing good things when it works and not do bad things when it does not” [34]. It should not, Dix argues, interrupt. This is a challenge for the Sustainable Lens - many of the activities we carry out need this very interruption.   The amount of support and depth of engagement to support sustainable practice is also an interesting question for future research. There is a clear trade off with complexity of models and engagement with degree of participation. These will vary for different sustainability scenarios ([46] [47]).
  16. Wicked problems: The sustainability journey is described as a “wicked problem” (Morris & Martin, 2009). This means it involves complexity, uncertainty, multiple stakeholders and perspectives, competing values, lack of end points and ambiguous terminology. It means dealing with a mess that is different from the problems for which our current tools and disciplines were designed (indeed it could be argued that they caused it). Wicked problems mean unique decision situations that cannot be easily reversed, for which there are contradictory certitudes, without a clear set of alternative solutions (Rayner, 2006). These persistent and insoluble problems have redistributive implications for entrenched interests.
  17. Spaceship Connections (see source map) Inherent ambiguity multiple perspectives All in Together: Perhaps the most famous metaphor in sustainability is that of Buckminster Fuller [15]. He considered the earth as a spaceship with a limited set of resources that cannot be resupplied except for energy from the Mothership Sun. Most importantly for us, he saw us as crew, “there are no passengers on Spaceship Earth” [16]. Acting as a sustainable practitioner [17] is not an optional extra or something for a few experts or heroes, it has to be integrated into every discipline. The goal is to ensure it becomes a normal part of everyday business, even if normal business is very different for each profession. The ‘new business as usual’ needs commitment across the board. This means we expect sustainable behaviour from everyone because everyone has both a vested interest in a sustainable future, and is entirely complicit in the need for sustainability. With everyone involved, the task fits collaboration perfectly, a “purposeful, joint effort to create a solution” [18].   1.1 Life is a Collaboration   Bonanni’s et al.’s [13] work on supply chains highlights the nature of the connectedness of our lives as a massive collaboration. Our collaborative lives affect and are affected by what happens on the other side of the world.   2.1 Wicked Problems   The sustainability journey is described as a “wicked problem” [19]. This means it involves complexity, uncertainty, multiple stakeholders and perspectives, competing values, a lack of end points and ambiguous terminology. It means dealing with a mess that is different from the problems for which our current tools and disciplines were designed. Wicked problems mean unique decision situations that cannot be easily reversed, for which there are contradictory certitudes, and without a clear set of alternative solutions [20]. These persistent and insoluble problems have redistributive implications for entrenched interests. Working in this area means collaborative, multidisciplinary thinking.   1.5 Multiple Perspectives   Sustainability is by definition inherently ambiguous. It requires judgement of impacts across generations, species and continents – there are no rules for this, only guidance and values. It is not possible to define sustainable versus unsustainable ([21] defines perfect sustainability as unachievable). Rather than using contestation and uncertainty as “obfuscation or a displacement activity guaranteed to ensure that transformative action is deferred” [22], [23] argued that the very vagueness has “enormous canvassing and heuristic capacity if it is systematically and systemically used as a starting point or operational device to exchange views and ideas”. Instead of a tightly defined metric, the very nature of sustainability has “many faces and features”.   Even on occasions in which there is no significant scientific uncertainty over physical effects “there may typically be strong ambiguities over the choice of indicators, the framing of metrics, the setting of satisfactory levels of protection, and the relative weighting to place on different forms of harm” [24]. Sustainability, then, requires that we collaborate.   1.4 Collaboration with the Environment   Sterling [25] describes a fundamental change in sustainability education. Beginning in the 1970s, the focus was on ‘education about sustainability’. Now a fundamental shift sees a focus on the ‘education for sustainability’. The authors here contend that a similar shift is required in computing [26]. In such terms, instead of collaborating about sustainability, we contend that the need is for collaboration for sustainability. While it is usually accepted that collaboration is with other people, we extend this to assert collaboration with the environment.   The ecological and sustainability literature makes little distinction between human and bio-physical systems. Human and ecological systems are viewed as tightly and inextricably linked [27] in fields such as Human ecology [28] and concepts such as The Human Ecosystem [29]. In short, humans are a part of nature.   2.2 Multiple Scales   Sustainability requires a systems approach. People need to have awareness that their actions will have impacts. These impacts may be intended and unintended, across scales: temporal, spatial, social, and have positive and negative effects. They need to understand forms of relationships (hierarchies, partnerships, feedback) and that humans form part of a complex web. Systemic thinking emphasises patterns, trends and feedback loops. This means our Sustainable Lens needs to be able to operate on multiple scales simultaneously. We are collaborating with both our ancestors and future generations.   2.3 Empowering Collaboration   There is a considerable literature in the sustainability arena on behaviour change. Most of this has progressed little beyond persuasion through argumentation [30]. It is our argument that a Sustainable Lens that relies primarily on providing confrontational information would falter. Instead we suggest a collaborative approach based on motivational interviewing would be more fruitful [31].   Multiple Working Modes: Stages of Sustainability Awareness   Different people have different perceptions and understandings of sustainability. Such differences have to date been poorly accommodated in sustainable computing ([32], [6]). We see the need to communicate across these divides as an opportunity for collaboration.   Stages of Action   Willard describes stages of organisational sustainability maturity [33]. Woodruff describes ongoing trajectories of sustainability rather than a simple discrete and bounded action [12]. Collaborative support for the sustainable practitioner needs to adapt to changing understandings. Our Sustainable Lens needs to facilitate a coevolution of problem – both in interpretation and artifact [18].
  18. 2 With environment Multiple scales Empowering Stages of awareness Stages of action Together those are trajectories
  19. Phillipa Foot Redström argues technology is inherently persuasive. This introduces ethical concerns [56]. It is clear the Sustainable Lens cannot operate without reflection on values and principles – and this must have a collaborative basis. Any discourse about sustainability is essentially an ethical discourse [57]. So is sustainability just ethics rebranded? AtKisson [69] argues that systems thinking involves much more than understanding simple physical chains of cause and effect. One must also understand the decisions that are taken either to change those causes or to respond to their effects Emmanuel Lévinas [58] emphasised the importance of the existence of the “other” (other persons) the interaction with whom plays a crucial role in the creation of our selves. Helping others and having a responsibility for them allows us the chance to move beyond ego. For Lévinas responsibility is threefold; having enough knowledge to be able to respond appropriately, the ability to choose the good response, and an obligation to care for the other person. Bosselman essentially extends the “other” to include “concern for the non-human natural world” (interspecies justice or equality) [57]. Jickling [59] uses the term “more-than-human world” and writes of what makes us noble. Willard (2005) describes stages of organisational sustainability maturity. Woodruff describes ongoing trajectories of sustainability trajectories rather than a simple discrete and bounded action (Woodruff, et al., 2008). Piirinen et al. (2009) describe this as managing the coevolution of problem – it applies here in both interpretation and artefact. How can support for the sustainable practitioner adapt to changing understandings?
  20. Scale is a recurring theme in sustainability – multiple scales of time and space nest around local contexts. A goal is to make the future seem more real, to recouple costs of mitigation borne by current generation and benefit of avoided harm accruing to future generations [38].
  21.   Fortunately scale has also been used as a framework for collaborative technologies. Antunes et al. [60] uses time and place differences to define collaborative awareness as perception of temporal and spatial structures in group of peers. They define types of space – geographic (Cartesian and topological), physical (focus on mobility), virtual (conceptual topology), social space, and workspace – activities organised according to logical sets. Fisher and Dourish [35] described the social patterns of contact that emerge – between people. Changes over time are considered the rhythms and trajectories of collaboration. We argue that these ideas could be expanded to include collaboration with future generations (and then extended future for collaboration across scales for space and species).
  22. Different understandings Different people have different perceptions and understandings of sustainability. Such differences have to date been poorly accommodated in sustainable computing (DiSalvo, Sengers, & Brynjarsdóttir, 2010, (Dourish, 2010). To what extent will solutions need to be tailored to individual situations? How can we to communicate across these divides of understanding form an opportunity for collaboration?
  23. I’ve been reading a book that seems to have flown so far under the radar it has largely sunk without a trace, which is a shame as its message could be a game changer.   In The Virtues of Ignorance Bill Vitek and Wes Jackson (with many contributors from a research camp) argue that a “knowledge-based worldview is both flawed and dangerous”. The best sentence in the book is probably the first: Since we’re billions of times more ignorant than knowledgeable, why not go with our long suit and have an ignorance-based worldview? The upshot of this premise is a whole different way of looking at the world: What would human cultures look like, and how might we interact differently in the world, if we began every endeavor and conversation with the humbling assumption that human understanding is limited by an ignorance that no amount of additional information can mitigate?  How would we educate our children differently or engage in scientific research? Might we be more cautious and more willing to listen to others-and not just other human beings, but the whole conversation going on all around us?
  24. The Sustainable Lens will need to combine and visualise data from multiple sources across multiple scales of space and time. This is not new but the tools required are not simple and rarely applied in participatory or real-time situations (Prince, Becker-Reshef, & Rishmawi, 2009, Mann & Benwell, 1996, Wieland, Voss, Holtmann, Mirschel, & Ajibefun, 2006). Robinson et al. (2011) describe participatory backcasting that Allows stakeholders to express views (assumptions are made transparent) Has intensively participatory nature of scenario building Scenarios – day in life of future citizen With transition to a desirable sustainable future The success of this work can be seen to be a result of the integration of participation and visualisation through collaboration for sustainability (see also collaborative planning process for British Columbia's Bowen Island (Salter et al. 2009); GIS modelling of ecosystem services using qualitative storylines to model Tanzania landscape change (Swetnam et al.); urban impacts (Xing et al. 2009); participatory assessments (Siebenhüner & Barth, 2005).
  25. Communication is the basis of Sustainable Lens. It should: have engaging, accessible and understandable interactions [38] be inspirational and relevant (with careful use of familiar metaphors such as biomimicry [39]) position human as actors rather than stressors [40] combine human and biophysical information into a single coherent narrative (e.g. the social-ecological hotspots approach of [27]). allow people to drill ‘‘drill down’’ past the charisma (of the surface) and access the back stories [41] encourage and actively support sharing solutions and understandings [42] [43] Support situational awareness – directing attention, integrating elements to understand meaning of critical elements, and considering understanding of possible future scenarios [44] encourage creativity and curiosity represent uncertainty [45]
  26. Collaboration We argue that these ideas could be expanded to include collaboration with future generations (and then extended future for collaboration across scales for space and species). How can our Sustainable Lens be able to operate on multiple scales of space and time simultaneously? How can we develop systems explicitly account for both our ancestors and future generations?
  27. The Sustainable Lens will need to combine and visualise data from multiple sources across multiple scales of space and time. This is not new but the tools required are not simple and rarely applied in participatory or real-time situations [48]. Interesting questions are raised about the exposure of models used and requirements for a code of ethics for such developments [49]. Participation is fundamental in sustainability (Arnstein’s ladder of participation, 1969). This can be seen in participatory modelling (Mann, 1996) participatory multi-scale scenario approaches (Shaw et al., 2009), public participation GIS (Elwood, 2009, Sheppard, et al. 2011) community engagement with climate change. Such collaboration lifts sustainability above a “thou shall not…” perspective but to one of equal partners examining options for the future (described by Frame and O’Connor (2011) as “post normative articulating situations of social choice.
  28.  Without attempting a comprehensive agenda, it is worthwhile to structure research directions, highlighted by the previous discussion. The Sustainable Lens (and indeed wider sustainable computing) can take lessons from both collaboration literature (groupwork) and sustainability related participatory activities (eg landscape planning).   It could be seen that these two fields are not disparate: Dix notes a shift from instrumental to intelligence and mediated interaction [34] and Fisher added awareness to reconfigure single user experience to support collaboration [35], while Shaw argues that “progress towards climate change mitigation and adaption seems to be more likely if credible information is localised, visualised and co-constructed” [36].
  29. This paper has proposed a Sustainable Lens as a basis for a research agenda to organise efforts into sustainability in computing. These research questions can all be applied to a Sustainable Lens at multiple levels: a goal for an actual object (similar to the solder centric SCENICC); a description for wider efforts in sustainable computing; a plea to recognise that all computing needs to be considered as part of a sustainability ethic; or as a conception for an integral heads-up display. For all of these, the imperative is clear and deep-seated- we hope this research agenda provides a way forward. This is a significant step beyond the conservative incremental approaches (Collado-Ruiz & Ostad-Ahmad-Ghorabi, 2010) described by much of the computing literature in the sustainability area.
  30. This paper has examined the underpinning of sustainability and suggests the adoption of collaboration as a basis for developing a Sustainable Lens. This is a significant step beyond the conservative incremental approaches described by much of the computing literature in the sustainability area. We recognise that this will be an order of magnitude transformation. A Sustainable Lens can be seen at multiple levels: a goal for an actual object (similar to the soldier centric SCENICC); a description for wider efforts in sustainable computing; a plea to recognise that all computing needs to be considered as part of a sustainability ethic; or as a conception for an internal heads-up display. For all of these, the basis in collaboration is clear and deep-seated