An invited talk to the Galway-Mayo Institute of Technology on the current state of the art in Sustainable IT for energy management, the challenges, and the emerging trends.
3. ICT’s
Mass
Produc:on
Carbon
Cost
ICT
Accounts
for
Approximately...
2%
…of
Global
CO2
Emissions.
3
Source
Gartner
4. McKinsey
2020
Report
ICTs
could
deliver
approximately
7.8
GtCO2
of
emissions
savings
in
2020,
represenFng
a
15%
of
emissions
cut
in
2020
and
600
billion
($946.5
billion)
of
cost
savings.
ICT
can
provide
business
soluFons
that
can
alleviate
at
least
five
Fmes
the
GHG
footprint
of
ICT
itself
5. Sustainable
IT
• Align
all
IT
processes
and
pracFces
with
the
core
Reduce IT (1.0)
principles
of
sustainability,
2%
which
are
to
reduce,
reuse,
and
recycle;
and
• Find
innovaFve
ways
to
use
IT
in
business
processes
to
98%
deliver
sustainability
benefits
across
the
enterprise
and
beyond.
5
Improve Efficiency (2.0)
6. The
Two
Faces
of
Sustainable
IT
IT
For
Green
Smart
Buildings
Data
Collec:on
and
Collabora:on
De-‐materializa:on
Repor:ng
Technologies
Energy
e-‐Procurement
e-‐Waste
Management
Green
for
IT
Power
Data
Centre
Design
Virtualiza:on,
Cloud
Management,
PC
and
Opera:on
Compu:ng
Refresh
Cycle
8. Intel
IT
Vital
Stats
2012
100,100
Intel
employees
150
sites,
62
countries
6,400
IT
employees
56
global
sites
87
Data
Centers
~75,000
servers;
458,694
square
feet
>110,000
Devices
>90K
PCs
(80%+
mobile),
>20,000
Handhelds
9. Energy
Management Software
Employee-led Reduced
Activities Business Travel
Employee Telepresence
Bonus Energy Rooms
Efficiency at
LED Intel IT “LEED Gold”
Light Fixtures building design
Small Office IT High efficiency
Footprint Data Centers
Solar
Panels
13. Data
Centres:
An
Inefficient
Truth
Data
Center
Server
Processor
45
Wabs
supplied
to
IT
equipment
14
Wabs
supplied
Peripheral Slots 20%
to
CPU
80%
20%
Idle
U:lised
55%
45%
PSU 15% 32%
Power,
Cooling
IT
Load
Processor
&
Ligh:ng
Drives 5%
11.2
Wabs
used
for
100
Wabs
Up
to
88.8%
of
the
power
consumed
by
a
computa:on
Supplied
data
centre
is
used
before
computa8on
*
Source:
EPA
Report
to
Congress
on
Server
and
Data
Center
Energy
Efficiency,
August
2007
13
14. Server
Refresh
• Moore’s
Law:
Doubling
of
chip
performance
every
18
months
• Energy
consumed
by
the
chip
does
not
double
• Moore’s
Law
drives
conFnuous
chip-‐level
energy
efficiency
15. Telepresence
and
Video
Conferencing
• 435,000
employee
travel
hours
• $73
million
in
travel
expenses
• 65,000
metric
tons
of
CO2
emissions
16. Impacts
of
Sustainable
IT
@
Intel
• Total
cost
savings
of
over
$114
million
• Avoidance
of
more
than
87,500
metric
tons
of
CO2
emissions
• Intel
was
named
to
Computerworld’s
2010
and
2011
lists
of
“Top
Green-‐IT
OrganizaFons”
17. Sustainable
IT
• Align
all
IT
processes
and
pracFces
with
the
core
Reduce IT (1.0)
principles
of
sustainability,
2%
which
are
to
reduce,
reuse,
and
recycle;
and
• Find
innovaFve
ways
to
use
IT
in
business
processes
to
98%
deliver
sustainability
benefits
across
the
enterprise
and
beyond.
17
Improve Efficiency (2.0)
18. Opportunity
• 2010
MIT
Sloan
/
IBM
report
on
AnalyFcs
– Embedding
business
insight
into
day-‐to-‐day
operaFons
is
criFcal
to
success
– Single
greatest
opportunity
and
challenge
for
the
data-‐driven
enterprise
19. Energy
InformaFcs
Energy
+
InformaFon
<
Energy
• Analyzing,
designing,
and
implemenFng
informaFon
systems
to
increase
energy
efficiency
• Adding
informaFon
to
the
energy
equaFon
to
reduce
energy
consumpFon
R.
T.
Watson,
M.-‐C.
Boudreau,
and
A.
J.
Chen,
InformaFon
Systems
and
Environmentally
Sustainable
Development:
Energy
InformaFcs
and
New
DirecFons
for
the
IS
Community,€
MIS
Quarterly,
vol.
34,
no.
1,
pp.
23-‐38,
2010.
19
23. Challenge
Digital Enterprise Research Institute www.deri.ie
n 2010 MIT Sloan / IBM report on Analytics
¨ Embedding business insight into day-to-day
operations is critical to success
¨ Single greatest opportunity and challenge for
the data-driven enterprise
n 2010 survey of 600+ CIOs & IT Managers
¨ Paucity of sustainability information (i.e energy)
¨ Lost opportunity to leverage information to
improve sustainability
¨ Significant challenges ahead
Enabling Networked Knowledge
24. Case Study: DERI Building
Digital Enterprise Research Institute www.deri.ie
n DERI Building
¨ No BMS or BEMS
¨ 160 person Office space
¨ Café
¨ Data centre
¨ 3 Kitchens
¨ 80 person Conference
room
¨ 4 Meeting rooms
¨ Computing museum
¨ Sensor Lab
Enabling Networked Knowledge
24
25. Energy Management
System Brochure
Digital Enterprise Research Institute www.deri.ie
Enabling Networked Knowledge
27. Energy Management
Software
Digital Enterprise Research Institute www.deri.ie
Enabling Networked Knowledge
28. New Engineering Building at
NUI Galway
Digital Enterprise Research Institute www.deri.ie
Cost
-‐
€
40,000,000
Enabling Networked Knowledge
28
29. Research Motivation
A Real-World Example
Digital Enterprise Research Institute www.deri.ie
Cost
-‐
€
40,000,000
AirCon
8:30-‐11:00
&
15:00-‐16:00
Mon
to
Fri
CO2
levels
Occupancy
Parern
Time Monday Tuesday Wednesday Thursday Friday
ASHRAE
08:00-‐09:00
62.1-‐2010
09:00-‐10:00 237 237 200 237
10:00-‐11:00 237 237 237 200
11:00-‐12:00 237 180 180 145 237
12:00-‐13:00 237 200 237 200 149
13:00-‐14:00 145
14:00-‐15:00 221 237 145 140
15:00-‐16:00 221 120 160 140
16:00-‐17:00 149 250 160
17:00-‐18:00 200 160
Enabling Networked Knowledge
29
30. Enterprise Energy Management
Digital Enterprise Research Institute www.deri.ie
Energy Management Systems within an Enterprise will
need to support four key requirements
Enabling Networked Knowledge
31. Holistic Energy Consumption
Digital Enterprise Research Institute www.deri.ie
FaciliFes
Data
Centre
Business
Travel
Office
IT
Daily
Commute
Holis:c
Energy
Management
Enabling Networked Knowledge
32. Business Context of
Energy Consumption
Digital Enterprise Research Institute www.deri.ie
Energy
Finance Resource
Allocation
Human
Asset Mgmt Resources
Enabling Networked Knowledge
33. Multi-Level Energy Analysis
Digital Enterprise Research Institute www.deri.ie
CIO
Strategic Analysis CEO
Example KPI:
• CIO needs high-level Energy used by
business function power global IT department
usage
• CSO real-time carbon Helpdesk
emissions CSO Example KPI:
PUE of the
Tactical Analysis Data Center in Dublin
• Manager needs energy
usage of business Maintenance Personnel
processes, business line or
Example KPI:
group kWhs used by
server 172.16.0.8
Operational Analysis
• Technician needs
equipment power usage Building
• Low-level monitoring
Sensors, events Data Center
Enabling Networked Knowledge
33 of XYZ
34. Energy Situational
Awareness
Digital Enterprise Research Institute www.deri.ie
n Help users to:
¨ Understand energy data
¨ Make appropriate energy saving decisions
¨ Support energy performance objectives and
other business performance objectives
– human resources (i.e. occupancy comfort)
– enterprise resource planning (i.e. room utilization).
Enabling Networked Knowledge
35. Key Challenges
Digital Enterprise Research Institute www.deri.ie
n Technology and Data Interoperability
¨ Data scattered among different information systems
¨ Multiple incompatible technologies make it difficult to use
n Interpreting Dynamic and Static Data
¨ Sensors, ERP, BMS, assets databases, …
¨ Need to proactively identify efficiency opportunities
n Empowering Actions
¨ Understanding of direct and indirect impacts of activities
¨ Embedding impacts within business processes
Enabling Networked Knowledge
35
36. Future Trends for
Energy Management
Digital Enterprise Research Institute www.deri.ie
Everything is Connected
and..
…Data is Shared on the
Web with Linked Data
Enabling networked knowledge
37. The Web of Data
Digital Enterprise Research Institute www.deri.ie
Enabling networked knowledge
38. The Web of Data…
Digital Enterprise Research Institute www.deri.ie
2008
2007 2008 2010
2009
2008 2009
2008
Enabling Networked Knowledge
38
38
39. Linked Open Data cloud
- domains
Digital Enterprise Research Institute www.deri.ie
BestBuy
http://lod-cloud.net/ Overstock.com
Facebook
US government
UK government
Media
User-generated
Government Publications
BBC
New York Times
Cross-domain
Geo
Life sciences
LinkedGeoData
Over 300 open data sets with more than 35 billion facts,
interlinked by 500 million typed links.
Linking Open Data cloud diagram, by Richard Cyganiak and Anja Jentzsch.
Enabling Networked Knowledge
39
40. CoAP = HTTP for sensors
Digital Enterprise Research Institute www.deri.ie
Enabling Networked Knowledge
42. CoAP Example
Digital Enterprise Research Institute www.deri.ie
n Accessing sensors from we browser using HTTP-CoAP
proxying – SPITFIRE Smart Service Proxy (SSP)
Enabling Networked Knowledge
43. Energy Intelligence
Digital Enterprise Research Institute www.deri.ie
n Linked Dataspace for Energy Intelligence
¨ Uses Linked Data and CoAP to manage energy
¨ Transforms raw data into meaningful energy
information
¨ Enables effective strategic, tactical, and operational
decision-making for energy mgmt
¨ Provides energy consumption of business activities
so they can be understood and optimized
Enabling Networked Knowledge
44. Linked dataspace for
Energy Intelligence
Digital Enterprise Research Institute www.deri.ie
Organisation-level
Business Process Personal-level
Linked
dataspace
for
Energy
Intelligence
Office IT Corporate
Building Logistics
Data Center
Enabling Networked Knowledge
44
45. Linked dataspace for
Digital Enterprise Research Institute
Energy Intelligence www.deri.ie
Energy Saving Applications
Applications
n
Decision Support Energy Analysis
Systems Model
Energy and
Sustainability Dashboards
Situation Awareness
Apps
n Energy Awareness
Semantic Event Processing
Complex Events
n
Natural Language Interface
Services
Support
Entity Complex Event
Management
Data
Catalog
Provenance Search &
Query
Processing n
Service Engine
n Collaborative Data Mgmt.
n Interlinked Cloud of Energy
Linked Data
Data
n Resource Description
Adapter Adapter Adapter Adapter Adapter
Framework (RDF)
Sources
n Semantic Sensor Network
Ontology (SSN)
n CoAP = Constrained Application
Protocol
Enabling Networked Knowledge
46. Energy Saving Applications
Digital Enterprise Research Institute www.deri.ie
Enterprise Energy Smart Buildings Green Cloud
Observatory Computing
Enabling Networked Knowledge
Office IT Energy Mgmt. Personal Energy Mgmt.
47. Building Energy
Digital Enterprise Research Institute www.deri.ie
1. Data from
Enterprise
Linked Data
Cloud
2. Sensor Data
3. Building
Energy
Situation
Awareness
Enabling Networked Knowledge
47 of 26
48. Linking Building Data
Digital Enterprise Research Institute www.deri.ie
W3C SSN XG Ontology + DERI Rooms + CoAP
Enabling Networked Knowledge
50. Example of Savings
Achieved
Digital Enterprise Research Institute www.deri.ie
Enabling Networked Knowledge
51. Selected References
Digital Enterprise Research Institute www.deri.ie
Sustainability Use Cases
n Curry, E., et al . (2011). An Entity-Centric Approach To Green Information
Systems. 19th European Conference on Information Systems (ECIS 2011).
n Curry, E., & Donnellan, B. (2012). Green and Sustainable Informatics. In,
Harnessing Green IT: Principles and Practices. John Wiley & Sons
n Curry, E. et al. An Environmental Chargeback for Data Center and Cloud
Computing Consumers, in First International Workshop on Energy-Efficient
Data Centers, 2012.
n Curry, E. et al, Building Optimisation using Scenario Modeling and Linked
Data, in 1st Workshop Linked Data in Architecture and Construction 2012
n Curry E. et al, Enterprise Energy Management using a Linked dataspace for
Energy Intelligence. In: The Second IFIP Conference on Sustainable Internet
and ICT for Sustainability (SustainIT) 2012.
Enabling Networked Knowledge
52. Selected References
Digital Enterprise Research Institute www.deri.ie
Information Management
n Hasan, S. et al. (2011). Toward Situation Awareness for the Semantic
Sensor Web: Complex Event Processing with Dynamic Linked Data
Enrichment. 4th International Workshop on Semantic Sensor Networks
n Hasan, S. et al, Approximate Semantic Matching of Heterogeneous Events,
in 6th ACM International Conference on Distributed Event-Based Systems
n Curry E. (2012) System of Systems Information Interoperability using a
Linked Dataspace In: IEEE 7th International Conference on System of
Systems Engineering (SOSE 2012).
IT Management
n Curry, E. et al. Developing an Sustainable IT Capability: Lessons From
Intel’s Journey, MIS Quarterly Executive, vol. 11, no. 2, pp. 61-74, 2012.
n Donnellan B. et al, (2011) A Capability Maturity Framework for Sustainable
Information and Communication Technology. IEEE IT Professional 13(1).
n Curry E, et al, (2012) Sustainable IT: Challenges, Postures, and Outcomes,
IEEE Computer 15(11)
Enabling Networked Knowledge