Sustainable Computing and Telecom Can Contribute to Limiting Global Climatic ...Larry Smarr
10.07.28
Invited Seminar
AT&T Shannon Labs
Title: Sustainable Computing and Telecom Can Contribute to Limiting Global Climatic Disruption
Florham Park, NJ
10.03.03
Banquet Keynote Speech
Pacific Rim Applications and Grid Middleware Assembly (PRAGMA) 18
Birch Aquarium, Scripps Institution of Oceanography, UCSD
Title: How PRAGMA Can Help Save the Planet
La Jolla, CA
The Role of University Energy Efficient Cyberinfrastructure in Slowing Climat...Larry Smarr
10.04.14
Energy Leadership Lecture
The Institute for Energy Efficiency
University of California, Santa Barbara
Title: The Role of University Energy Efficient Cyberinfrastructure in Slowing Climate Change
Santa Barbara, CA
Sustainable Computing and Telecom Can Contribute to Limiting Global Climatic ...Larry Smarr
10.07.28
Invited Seminar
AT&T Shannon Labs
Title: Sustainable Computing and Telecom Can Contribute to Limiting Global Climatic Disruption
Florham Park, NJ
10.03.03
Banquet Keynote Speech
Pacific Rim Applications and Grid Middleware Assembly (PRAGMA) 18
Birch Aquarium, Scripps Institution of Oceanography, UCSD
Title: How PRAGMA Can Help Save the Planet
La Jolla, CA
The Role of University Energy Efficient Cyberinfrastructure in Slowing Climat...Larry Smarr
10.04.14
Energy Leadership Lecture
The Institute for Energy Efficiency
University of California, Santa Barbara
Title: The Role of University Energy Efficient Cyberinfrastructure in Slowing Climate Change
Santa Barbara, CA
Digital Transformations Over the Next Decade in Energy and the EnvironmentLarry Smarr
11.10.04
The New Science of Management in a Rapidly Changing World
PwC's DiamondExchange
Title: Digital Transformations Over the Next Decade in Energy and the Environment
Tucson, AZ
Can a Greener Internet Help Us Moderate Climate Change?Larry Smarr
09.05.13
High Definition Remote Presentation to the
Monash Undergraduate Research Projects Abroad (MURPA) Program, located at Monash University, Australia
Title: Can a Greener Internet Help Us Moderate Climate Change?
La Jolla, CA
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...Larry Smarr
10.06.08
Keynote Opening Talk
Xconomy Forum: The Rise of Smart Energy
Title: Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy System
La Jolla, CA
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...Larry Smarr
10.07.23
Invited Seminar
National Center for Atmospheric Research (NCAR)
Title: The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy System
Boulder, CO
The Role of University Energy Efficient Cyberinfrastructure in Slowing Climat...Larry Smarr
10.06.01
Talk to MGT166 Class
Business Ethics and Corporate Social Responsibility
Otterson Hall, Rady School of Management, UCSD
Title: The Role of University Energy Efficient Cyberinfrastructure in Slowing Climate Change
La Jolla, CA
Digital Transformations Over the Next Decade in Energy and the EnvironmentLarry Smarr
11.10.04
The New Science of Management in a Rapidly Changing World
PwC's DiamondExchange
Title: Digital Transformations Over the Next Decade in Energy and the Environment
Tucson, AZ
Can a Greener Internet Help Us Moderate Climate Change?Larry Smarr
09.05.13
High Definition Remote Presentation to the
Monash Undergraduate Research Projects Abroad (MURPA) Program, located at Monash University, Australia
Title: Can a Greener Internet Help Us Moderate Climate Change?
La Jolla, CA
Limiting Global Climatic Disruption by Revolutionary Change in the Global Ene...Larry Smarr
10.06.08
Keynote Opening Talk
Xconomy Forum: The Rise of Smart Energy
Title: Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy System
La Jolla, CA
The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Rev...Larry Smarr
10.07.23
Invited Seminar
National Center for Atmospheric Research (NCAR)
Title: The Coupled Climate-Energy System: Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy System
Boulder, CO
The Role of University Energy Efficient Cyberinfrastructure in Slowing Climat...Larry Smarr
10.06.01
Talk to MGT166 Class
Business Ethics and Corporate Social Responsibility
Otterson Hall, Rady School of Management, UCSD
Title: The Role of University Energy Efficient Cyberinfrastructure in Slowing Climate Change
La Jolla, CA
Limiting Global Climatic Disruption by Revolutionary Change in the Global EnergyLarry Smarr
10.06.08
Keynote Opening Talk
Xconomy Forum: The Rise of Smart Energy
Title: Limiting Global Climatic Disruption by Revolutionary Change in the Global Energy System
La Jolla, CA
Global Climatic Disruption and its Impact on Victoria and CaliforniaLarry Smarr
10.05.20
High Definition Remote Presentation to the
Monash Undergraduate Research Projects Abroad (MURPA) Program, Located at Monash University, Australia
Title: Global Climatic Disruption and its Impact on Victoria and California
Irvine, CA
Project GreenLight: Optimizing Cyberinfrastructure for a Carbon Constrained W...Larry Smarr
09.07.21
Keynote Talk for the Joint
33rd IEEE International Computer Software and Applications Conference COMPSAC 2009and the 9th Annual International Symposium on Applications and the Internet SAINT 2009
Title: Project GreenLight: Optimizing Cyberinfrastructure for a Carbon Constrained World
Seattle, WA
Internet2: How Your Network Can Help Reduce Your Carbon Footprint and Create...Montana State University
The attached slides are from a presentation made at the annual Internet2 Conference which was held this year in San Antonio, Texas. The slides were developed/co-presented by Jerry Sheehan (Calit2) and Rod Wilson (Nortel)
Dal mgmt1702 ecosystem goods and services presentation 21 janaury 2016Gord Helm
Global costs, environmental, climate change, social and economic , of landfilling resources rather than using them for clean renewable energy needs to be revisited. It may initially cost on changing mindset and infrastructure, but it is the ethical leadership decision to make for the benefit and good of our communities, environments and fiscally straining service program budgets.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
UiPath Test Automation using UiPath Test Suite series, part 4
The Growing Interdependence of the Internet and Climate Change
1. The Growing Interdependence of the Internet and Climate Change Invited Talk MITRE Innovation Speaker Series McLean, VA September 16, 2009 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD
2. The global Information and Communication Technology (ICT) industry produces GHGs equivalent to that produced by the aviation industry (~2-3 %). Furthermore, the ICT sector's emissions will nearly triple, in a business as usual scenario, from 2002 to 2020. On the other hand, the Climate Group estimates that transformative application of ICT to electricity grids, logistic chains, intelligent transportation and building infrastructure, and other social systems can reduce global GHG emissions by ~15%, five times ICT's own footprint! I will discuss three campus testbeds for exploring these complex tradeoffs. The first testbed is the NSF-funded GreenLight Project deployed at UCSD, which creates an instrumented data center allowing for detailed real time data measurements of the critical subcomponents and then making that data publically available on the web, so that the results can guide users who wish to lower the energy cost of computation and storage. The second testbed is the use of dedicated optical networks (operating at 10,000 Mbps) coupled to large tiled walls (with fractions of a billion pixels) and high definition (2 Mpixel/frame) or digital cinema (8Mpixel/frame) as "telepresence" systems for "sewing remote rooms together" as a way to reduce the need for transportation for national or global collaboration. Finally, I will analyze the use of campuses themselves, which are functionally small towns with their own power grids, commuter transportation systems, hospitals, and populations in the tens of thousands and so are at-scale Green IT Living Laboratories of the Greener Future.
3. ICT Could be a Key Factor in Reducing the Rate of Climate Change Applications of ICT could enable emissions reductions of 15% of business-as-usual emissions. But it must keep its own growing footprint in check and overcome a number of hurdles if it expects to deliver on this potential. www.smart2020.org
6. A Brief Review of Climate Change: The Planet is Already Committed to a Dangerous Level of Warming Temperature Threshold Range that Initiates the Climate-Tipping V. Ramanathan and Y. Feng, Scripps Institution of Oceanography, UCSD September 23, 2008 www.pnas.orgcgidoi10.1073pnas.0803838105 Additional Warming over 1750 Level Earth Has Only Realized 1/3 of the Committed Warming - Future Emissions of Greenhouse Gases Move Peak to the Right
7. Global Climate Disruption Example: The Arctic Sea Ice Mean of all records transformed to summer temperature anomaly relative to the 1961–1990 reference period, with first-order linear trend for all records through 1900 with 2 standard deviations “ A pervasive cooling of the Arctic in progress 2000 years ago continued through the Middle Ages and into the Little Ice Age. It was reversed during the 20th century, with four of the five warmest decades of our 2000-year-long reconstruction occurring between 1950 and 2000. The most recent 10-year interval (1999–2008) was the warmest of the past 200 decades.” Science v. 325 pp 1236 (September 4, 2009)
8. Global Climate Disruption Early Signs: Arctic Summer Ice is Rapidly Decreasing “ The Arctic Ocean will be effectively ice free sometime between 2020 and 2040, although it is possible it could happen as early as 2013.” --Walt Meier, Research Scientist at the National Snow and Ice Data Centre at the University of Colorado http://news.cnet.com/8301-11128_3-10213891-54.html
9. Future Estimates of CO 2 Emissions From Energy: An Aggressive CO 2 Emission Reduction Scenario www-static.shell.com/static/public/downloads/brochures/corporate_pkg/scenarios/shell_energy_scenarios_2050.pdf Estimated CO 2 Level in 2100 is 550ppm China India “ China and India resisted signing up for a global goal of halving greenhouse gas emissions by 2050.” — Reuters July 8, 2009 Current CO 2 Level is 386 ppm
10. In Shell’s “Blueprints” Scenario, 60% of Electricity is Generated by Renewables by 2050 90% of All OECD Coal and Gas Power Plants Use Carbon Capture and Sequestration
11. The Earth is Warming Over 100 Times Faster Today Than During the Last Ice Age Warming! http://scrippsco2.ucsd.edu/program_history/keeling_curve_lessons.html Monnin, et al., Science v. 291 pp. 112-114, Jan. 5, 2001. CO 2 Rose From 185 to 265ppm (80ppm) in 6000 years or 1.33 ppm per Century CO 2 Has Risen From 335 to 385ppm (50ppm) in 30 years or 1.6 ppm per Year
13. Antarctic Ice Cores Show CO 2 and Temperature Have Oscillated For 800,000 Years in a Narrow Range Vertical Range 170 to 300 ppm Ice Cores: Luthi, et al. Nature may 15, 2008 v. 453 pp379-82 Today 386- Homonid Images: The Last Human , G.J. Sawyer and V. Deak Homo Sapiens Homo Erectus
14. Ice Core Record Has Been Extended Using Plankton: Today’s CO 2 is Higher Than in Last 2 Million Years! CO2: Hönisch, et al. Science 19 June 2009 Vol. 324. pp. 1551 - 1554 Homonid Images: The Last Human , G.J. Sawyer and V. Deak 350 400 450 500 550 Today’s CO 2 Level Possible Level by 2100, Shell “Blueprints” Scenario Homo Habilis
15. Earth’s Climate Hasn’t Seen the Current Level of CO 2 During the Entire Evolution of Homonids! Estimates of Cenozoic atmospheric pCO 2 based on two independent proxies as measured in subtropical deep-sea sediment cores from the Pacific CO 2 : James Zachos, et al. Science v. 292 p. 686 27 Apr. 2001 With No Policy Change, MIT Estimates ~900ppm by 2100 Homonid Images: The Last Human , G.J. Sawyer and V. Deak Current CO 2 Level 550 ppm 900 ppm Australopithecus afarensis Sahelanthropus tchadensis
16. We Are Transitioning to a New Climate State -- Unlike the Rapid Recovery with Acid Rain or Ozone Hole Susan Solomon, et al., PNAS 2/10/2009 v. 106 pp1704-9 Assumes CO 2 Increases to a Maximum and Then Emissions Abruptly Stop Warming During the Industrial Age -- Last 200 Years Warming Persists for Over 1000 Years
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19. What Role Can ICT Play in Slowing Down the Increase in Greenhouse Gases?
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23. I Link Into Commercial H.323 Videoconfernces From My Laptop at Home UCSD Calit2 Director & Chief of Staff UCI Calit2 Director The Weekly Calit2 Director’s Meeting
24. Work at Home is the Same As at the Office We Run Video Sykpe Continuously During Office Hours Kristen Reads My Email, Sets My Calendar. Works With Amy on My Trips Virtual Kristen Kristen Prints Here For Amy Real Amy
25. Linking the Calit2 Auditoriums at UCSD and UCI with HD for Shared Seminars September 8, 2009 Photo by Erik Jepsen, UC San Diego
26. Launch of the 100 Megapixel OzIPortal Kicked Off a Rapid Build Out of Australian OptIPortals Covise, Phil Weber, Jurgen Schulze, Calit2 CGLX, Kai-Uwe Doerr , Calit2 http://www.calit2.net/newsroom/release.php?id=1421 January 15, 2008 No Calit2 Person Physically Flew to Australia to Bring This Up! January 15, 2008
27. HD Talk to Australia’s Monash University from Calit2: Reducing International Travel July 31, 2008 Source: David Abramson, Monash Univ Qvidium Compressed HD ~140 mbps
28. OptIPlanet Collaboratory Persistent Infrastructure Between Calit2 and U Washington Ginger Armbrust’s Diatoms: Micrographs, Chromosomes, Genetic Assembly Photo Credit: Alan Decker Feb. 29, 2008 iHDTV: 1500 Mbits/sec Calit2 to UW Research Channel Over 10,000 Mbps Pacific Wave/CENIC Dedicated Optical Fiber
29. Telepresence Meeting Using Digital Cinema 4k Streams Lays Technical Basis for Global Digital Cinema Sony NTT SGI Streaming 4k with JPEG 2000 Compression ½ Gbit/sec 100 Times the Resolution of YouTube! Calit2@UCSD Auditorium 4k = 4000x2000 Pixels = 4xHD Keio University President Anzai UCSD Chancellor Fox
30. Toward a Data and Visualization Intensive Working Environment Across Remote Sites Calit2@ UCSD wall NASA Ames Visit Feb. 29, 2008 HiPerVerse: First ½ Gigapixel Distributed OptIPortal- 124 Tiles Sept. 15, 2008 UCSD cluster: 15 x Quad core Dell XPS with Dual nVIDIA 5600s UCI cluster: 25 x Dual Core Apple G5 Calit2@ UCI wall
31. Building a Mixed Virtual/Physical Working Space: NASA Ames Adopts OptIPuter Collaboratory Source: Falko Kuester, Calit2; Michael Sims, NASA View from NASA Ames Lunar Science Institute Mountain View, CA Virtual Handshake LifeSize High Defn. Video Integrated With OptIPortal and Spatialized Audio From Start to This Image in Less Than 2 Weeks! Feb 19, 2009 NASA Interest in Supporting Virtual Institutes NASA Astrobiology Institute Is Next
32. Real-Time Monitoring of Building Energy Usage: UCSD Has 34 Buildings On-Line http://mscada01.ucsd.edu/ion/
33. Comparision Between UCSD Buildings: kW/sqFt Year Since 1/1/09 Calit2 and CSE are Very Energy Intensive Buildings
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36. Launch of ZEVnet Fleet of Wireless Cars-- First Calit2 Testbed for Intelligent Transportation April 18, 2002 Irvine, CA www.zevnet.org
37. International Symposia on Green ICT: Greening ICT and Applying ICT to Green Infrastructures [email_address] Webcasts Available at: www.calit2.net/newsroom/article.php?id=1456
38. What Do We Need to Do to Clean Up ICT’s Greenhouse Gas Emissions?
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40. Reduction of ICT Emissions is a Global Challenge – U.S. and Canada are Small Sources U.S. and Canada Together Fall From 25% to 14% of Global ICT Emissions by 2020 www.smart2020.org
41. The Global ICT Carbon Footprint by Subsector www.smart2020.org The Number of PCs (Desktops and Laptops) Globally is Expected to Increase from 592 Million in 2002 to More Than Four Billion in 2020 PCs Are Biggest Problem Data Centers Are Rapidly Improving
42. Can We Reduce the Energy Used By PCs Via Putting Machines To Sleep Transparently? Somniloquy Enables Servers to Enter and Exit Sleep While Maintaining Their Network and Application Level Presence Rajesh Gupta, UCSD CSE; Calit2 Peripheral Laptop Low power domain Network interface Secondary processor Network interface Management software Main processor, RAM, etc
46. UCSD is Installing Zero Carbon Emission Solar and Fuel Cell DC Electricity Generators San Diego’s Point Loma Wastewater Treatment Plant Produces Waste Methane UCSD 2.8 Megawatt Fuel Cell Power Plant Uses Methane 2 Megawatts of Solar Power Cells Being Installed Available Late 2009 Use to Power Local Data Centers
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48. “ It Will Be the Biggest Single Peacetime Project Humankind Will Have Ever Undertaken”