UC Santa Cruz Center for Information Technology Research in the Interest of Society Jim Demmel, Chief Scientist www.citris.berkeley.edu.
Download ReportTranscript UC Santa Cruz Center for Information Technology Research in the Interest of Society Jim Demmel, Chief Scientist www.citris.berkeley.edu.
UC Santa Cruz Center for Information Technology Research in the Interest of Society Jim Demmel, Chief Scientist www.citris.berkeley.edu Center For Information Technology Research In The Interest Of Society “Never doubt that a small group of thoughtful committed citizens can change the world. Indeed, it is the only thing that ever has.” –Margaret Mead Major new initiative within the College of Engineering and on the Berkeley Campus Joint with UC Davis, UC Merced, UC Santa Cruz, LBNL, LLNL Over 90 faculty from 21 departments Many industrial partners Significant State and private support CITRIS will focus on IT solutions to tough, quality-of-life related problems Outline Scientific Agenda Overview Hardware and Software Building Blocks People and facilities Affiliated research centers and activities Resources Sensor Networks, Handheld devices, Wireless Networks, Clusters Organizational Building Blocks Applications, Systems, Foundations Industrial partners, funding, space Current grants Recent progress Putting the Social into CITRIS Next steps Scientific Agenda Overview CITRIS Scientific Strategy Societal-ScaleApplications Applications Societal-Scale Societal-Scale Applications Applications Pull Sensing and actuation Huge Scale Can’t fail New Distributed System Architectures New Sensors/actuators Wireless communication Security and Reliability Human/Computer interaction Technology Push Technological Breakthroughs Technology Invention in a Social Context: Quality of Life Impact Energy Efficiency Transportation Planning Education Technology Invention in a Social Context: Quality of Life Impact Monitoring Health Care Land and Environment Disaster Response The CITRIS Model Core • Distributed Info Systems Technologies • Micro sensors/actuators • Human-Comp Interaction • Prototype Deployment Applications • Initially Leverage Existing Expertise on campuses Societal-Scale Information Systems (SIS) Foundations • Reliablity • Availability • Security, • Algorithms • Social, policy issues Initial CITRIS Applications (1) Saving Energy Smart Buildings that adjust to inhabitants Make energy deregulation work via real-time metering and pricing Large potential savings in energy costs: for US commercial buildings Turning down heat, lights saves up to $55B/year, 35M tons C emission/year 30% of energy bill is from “broken systems” Transportation Systems Use SISs to improve the efficiency and utility of highways while reducing pollution Improve carpooling efficiency using advanced scheduling Improve freeway utilization by managing traffic flows Large potential savings in commuter time, lost wages, fuel, pollution: for CA 15 minutes/commuter/day => $15B/year in wages $600M/year in trucking costs, 150K gallons of fuel/day Disaster Mitigation (natural and otherwise) $100B-$200B loss in “Big One”, 5K to 10K deaths Monitor buildings, bridges, lifeline systems to assess damage after disaster Provide efficient, personalized responses Must function at maximum performance under very difficult circumstances Initial CITRIS Applications (2) Distributed Biomonitoring Wristband biomonitors for chronic illness and the elderly Monitored remotely 24x7x365 Emergency response and potential remote drug delivery Cardiac Arrest Raise out-of-hospital survival rate from 6% to 20% => save 60K lives/year Distributed Education Smart Classrooms Lifelong Learning Center for professional education Develop electronic versions of UC Merced’s undergraduate CS curriculum Environmental Monitoring Monitor air quality near highways to meet Federal guidelines Mutual impact of urban and agricultural areas Monitor water shed response to climate events and land use changes Hardware and Software Building Blocks Societal-Scale Systems Secure, non-stop utility Diverse components Adapts to interfaces/users Always connected “Server” “Client” Information Appliances MEMS Sensors Massive Cluster Gigabit Ethernet Clusters Scalable, Reliable, Secure Services Experimental Testbeds in UCB EECS Soda Hall IBM WorkPad Velo Nino Smart Dust LCD Displays MC-16 Motorola Pagewriter 2000 CF788 Smart Classrooms Audio/Video Capture Rooms Pervasive Computing Lab CoLab WLAN / Bluetooth Wearable Displays GSM BTS Pager H.323 GW Network Infrastructure TCI @Home Adaptive Broadband LMDS Millennium Cluster Millennium Cluster CalRen/Internet2/NGI Smart Dust MEMS-Scale Sensors/Actuators/Communicators Create a dynamic, ad-hoc network of power-aware sensors Sense temp, humidity, pressure, position, motion, light, sound, magnetism, chemicals, biological agents,… Use off the shelf components initially Current One-Inch Networked Sensor Culler, Pister 1” x 1.5” motherboard ATMEL 4Mhz, 8bit MCU, 512 bytes RAM, 8K pgm flash 900Mhz Radio (RF Monolithics) 10-100 ft. range Radio Signal strength control and sensing Base-station ready stackable expansion connector all ports, i2c, pwr, clock… Several sensor boards basic protoboard tiny weather station (temp,light,hum,press) vibrations (2d acc, temp, light) accelerometers magnetometers Emerging “de facto” tiny system Feb. 2001 bootcamp 40 people UCB, UCLA, USC, Cornell, Rutgers, Wash., LANL, Bosch, Accenture, Intel, crossbow TinyOS as software basis Several groups actively developing around TinyOS http://tinyos.millennium.berkeley.edu Next generation(s) selected as DARPA networked embedded system tech (NEST) open platform Micro Flying Insect ONR MURI/ DARPA funded Year 3 of 5 year project Professors Dickinson, Fearing (PI), Liepmann, Majumdar, Pister, Sands, Sastry Synthetic Insects (Smart Dust with Legs) Goal: Make silicon walk. •Autonomous •Articulated •Size ~ 1-10 mm •Speed ~ 1mm/s MEMS Technology Roadmap (Pisano/BSAC) 2010 2005 2004 MEMS Micro Sensor Networks (Smart Dust) 2002 2003 MEMS Immunological Sensors MEMS “Mechanical” Micro Radios MEMS Rotary Engine Power System MEMS Single Molecule Detection Systems Organizational Building Blocks CITRIS Director Prof. Ruzena Bajcsy Joined UCB Fall 2001 Member of NAE/NIM Formerly Assistant Director of CISE at NSF Personal research agenda: Computer vision Robotics Language and vision Biomedical imaging CITRIS-Affiliated Research Activities Berkeley Sensor and Actuator Center (BSAC) (14 faculty, 100 students) Designs sensors and actuators Microfabrication Laboratory (71 faculty, 254 students) Fabricates chips Berkeley Wireless Research Center (BWRC) (16 faculty, 114 students) Designs low-power wireless devices. International Computer Science Institute (ICSI) (5 faculty, 18 students) Networking, speech, human centered computing Millennium Project (15 faculty) ~1000 processors in campus-wide parallel computing facility Gigascale Silicon Research Center (GSRC) (23 faculty, 60 students) Design tools for sub-micron silicon technology CITRIS-Affiliated Research Activities (continued) Berkeley Information Technology (20 faculty, 60 students) and Systems (BITS) New networking research center Berkeley Institute of Design (BID) (10 faculty) New center to study design of SW, products, living spaces EECS, ME, Haas, SIMS, IEOR, CDV, CED, Art Practice Center for Image Processing and Integrated Computing (CIPIC) (8 faculty, 50 students) (UCD) Large scale data visualization Center for Environmental and Water Resources Engineering (CEWRE) (9 faculty, 45 students) (UCD) Environmental and water management research Applications-Related Current Activities Partners for Advanced Transit and Highways, PATH (20 faculty, 70 students; UC, Caltrans, other universities) Technology to improve transportation in California Pacific Earthquake Engineering Research Center, PEER ( 25 faculty, 15 students; 9 universities), Identify and reduce earthquake risks Berkeley Seismological Laboratory (15 faculty, 14 students) Runs a regional seismological monitoring system Studies, provides earthquake data to governments. National Center of Excellence in Aviation Operations Research, NEXTOR (6 faculty, 12 students), Studies complex airport and air traffic systems. Applications-Related Current Activities (continued) Center for the Built Environment (CBE) (19 faculty/staff) New building technologies and design techniques Lawrence Berkeley National Laboratory (LBNL) National Energy Research Supercomputing Center (NERSC) Supercomputer Center Environmental Energy Technologies (EET) Better energy-saving technologies, reduced environmental impact Financial Building Blocks California Institutes in Science and Technology Governor Gray Davis’ Initiative $100M state funding for capital projects over 4 years-- matched 2:1 by Federal, industrial, private support Focus on “hot” areas for 21st Century Three others funded: QB3 – Bioinformatics – UCSF / UCB / UCSC CNSI - Nanotechnology – UCLA / UCSB CalIT2 - Information Technology - UCSD / UCI New CITRIS Facilities Cory Hall EECS Soda Hall EECS Cory Refurbishment (Berkeley) CITRIS Building (Berkeley) Engineering Building (Santa Cruz) CITRIS Network (Davis, Berkeley, Merced, SC) Current and Near Term Space Intel Lab in Power Bar Building on Shattuck CommerceNet incubator at Bancroft and Shattuck Hearst Mining (summer 2002) BID (Berkeley Institute of Design) Cory Renovation At 20K ASF, by summer 2003 Committed Support from Industry Founding Corporate Members of CITRIS We have received written pledges to CITRIS of over $170 million from individuals and corporations committed to the CITRIS longrange vision Large NSF ITR Award $7.5M over 5 years Support for 30 faculty (Berkeley, Davis) for subset of CITRIS 2 applications: Energy (Rabaey, Pister, Arens, Sastry) Disaster Response (Fenves, Glaser, Kanafani, Demmel) Most SW aspects of systems, no hardware Service architecture (Katz, Joseph) Data/Query management (Franklin, Hellerstein) Human Centered Computing (Canny, Hearst, Landay, Saxenian) Data Visualization (Hamann, Max, Joy, Ma, Yoo) Sensor Network Architecture (Culler, Pister) (in original proposal, reduced support) Collaboration with UC Merced www.cs.berkeley.edu/~demmel/ITR_CITRIS CommerceNet Incubator State-funded NGI (Next Generation Internet) incubator http://www.commerce.net At Bancroft/Shattuck in shared CCIT space http://www.path.berkeley.edu/PATH/CCIT/Default.htm Companies will incubate and collaborate with CITRIS faculty and students Kalil, Demmel, Sastry, Teece (advisors) http://www.cs.berkeley.edu/~demmel/CommerceNet Companies chosen for closeness to CITRIS WEbS - Wireless Embedded Systems $2.44M from DARPA’s Networked Embedded Systems (NEST) program Culler, Brewer, Wagner, Sastry, Pister, 13 students Development of “rene” node and tinyOS Future Boot Camps to program nodes Other support Long list, over $60M so far More pending Recent Progress: Sensor Networks (Culler, Pister) Ad-hoc sensor networks work 29 Palms Marine Base, March 2001 10 Motes dropped from an airplane landed, formed a wireless network, detected passing vehicles, and radioed information back Intel Developers Forum, Aug 2001 800 Motes running TinyOS hidden in auditorium seats started up and formed a wireless network as participants passed them around tinyos.millennium.berkeley.edu Recent Progress: Energy Efficiency and Smart Buildings Arens, Culler, Pister, Orens, Rabaey, Sastry The Inelasticity of California’s Electrical Supply 800 700 $/MWh 600 500 400 300 200 100 0 20000 25000 30000 35000 40000 45000 MW Power-exchange market price for electricity versus load (California, Summer 2000) How to Address the Inelasticity of the Supply Spread demand over time (or reduce peak) Make cost of energy visible to end-user function of load curve (e.g. hourly pricing) “demand-response” approach Reduce average demand (demand side) Eliminate wasteful consumption Improve efficiency of equipment and appliances Improve efficiency of generation and distribution network (supply side) Enabled by Information! Energy Consumption in Buildings (US 1997) End Use Space heating Space cooling Water heating Refrigerator/Freezer Lighting Cooking Clothes dryers Color TVs Ventilation/Furnace fans Office equipment Miscellaneous Total Residential 6.7 1.5 2.7 1.7 1.1 0.6 0.6 0.8 0.4 3.0 19.0 (Units: quads per year = 1.05 EJ y-1) Source: Interlaboratory Working Group, 2000 Commercial 2.0 1.1 0.9 0.6 3.8 0.6 1.4 4.9 15.2 A Three-Phase Approach Phase 1: Passive Monitoring The availability of cheap, connected (wired or wireless) sensors makes it possible for the end-user to monitor energy-usage of buildings and individual appliances and act there-on. Primary feedback on usage Monitor health of the system (30% inefficiency!) Phase 2: Quasi-Active Monitoring and Control Combining the monitoring information with instantaneous feedback on the cost of usage closes the feedback loop between end-user and supplier. Phase 3: Active Energy-Management through Feedback and Control—Smart Buildings and Intelligent Appliances Adding instantaneous and distributed control functionality to the sensoring and monitoring functions increases energy efficiency and user comfort Cory Hall Energy Monitoring Network 50 nodes on 4th floor 30 sec sampling 250K samples to database over 6 weeks Moved to Intel Lab – come play! Smart Buildings Dense wireless network of sensor, control, and actuator nodes • Task/ambient conditioning systems allow conditioning in small, localized zones, to be individually controlled by building occupants and environmental conditions • Joint projects among BWRC/BSAC, Center for the Built Environment (CBE), IEOR, Intel Lab, LBNL Control of HVAC systems Conventional Overhead System Underfloor Air Distribution Control of HVAC Systems Underfloor system can save energy because it can get hotter near ceiling Project with CBE (Arens, Federspiel) Need temperature sensors at different heights Simulation results Hot August day in Sacramento Underfloor HVAC saves 46% of energy Future: test in instrumented room More sensors – air velocity Uses time of flight of sound to determine 3D air velocity Significance Heat transfer (energy) Air quality Perception of temperature Recent Progress: Disaster Response Glaser, Pister What is Disaster Response? Sensors installed near critical structural points Sensor measure motion, distinguish normal deterioration and serious damage Sensors report location, kinematics of damage during and after an extreme event Guide emergency personnel Assess structural safety without deconstructing building Many Scenarios Current Projects • • • Shake table test of 3-story wood-frame building at Richmond Field Station (PEER/CUREe) "Liquefaction by Explosives" test of Quay wall and ground improvements (Tokachi Port, Hokkaido) Dynamic testing of drilled shaft (Underhill lot) Seismic Monitoring of Housing • Part of the CUREe-Caltech Tuck-Under Parking Apartment Building Experimentation (Profs. Mosalam and Mahin) is structural performance due to multi-directional ground motions. • A number of such buildings experienced collapse, near collapse, or severe damage in the 1994 Northridge Earthquake. • Project consists of dynamic experimental evaluation of a full-scale structure on the Richmond Field Station shake table. Mote infrastructure Wiring for traditional structural instrumentation CalTech's truckload of equipment Mote (ADXL202) vs. Traditional Piezo Accelerometer Time Domain Comparison Frequency Domain Comparison Tokachi Port, Hokkaido Blast-induced Liquefaction Test K.I.S.S. theirs ours theirs ours theirs 400+ Came to Watch Post-Blast Liquefaction A commercial product Crossbow CN4000 Wireless Structural Monitoring System 3D Accelerometer 12 bits of resolution, up to 2G Temperature -40o C to +85o C, to within 2o C Wireless communication 1 mile line-of-site range www.xbow.com Stability of Masada North Face: The Foundations of King Herod’s Palace Recent Progress: Education Linn, Clancy UC WISE = Web-based Inquiry System for Engineering System to support design, development, assessment of engineering curricula Builder, Customizer, Student Learning Environment, Portal For university courses, based on long K-12 experience Make our lives easier, permit others to use it Timeline: Spr 02: Refine system, populate with CS3 Summer 02: First run at UCB with CS3, train UC Merced instructors Spring 03: Deliver to UC Merced Putting the “Social” into CITRIS Bringing the “social” into CITRIS Can engineers solve large scale social problems by themselves? CITRIS needs to engage Sociologists Economists Anthropologists Lawyers Political scientists Scholars of public policy Business-school faculty … Possible roles for Social Scientists Address risks (e.g. privacy of sensor nets) Examine deployment issues associated with SISs Economic, social, legal factors in rate of deployment User-centered design (e.g. ethnography) Suggest new application areas or themes Broader ethical, legal, social implications of the Information Revolution See web page for more extensive document www.citris.berkeley.edu, click on “Kick Off” Specific Examples 02/02/02: A Dialogue on Social Technologies Workshop with CITRIS, Art, Music, Film, Art Museum, SFMOMA, PFA … Organized by Ken Goldberg (IEOR) and Greg Niemeyer (Art) Explored how art and technology can inform one another Pam Samuelson (Law, SIMS) Legal issues related to privacy Henry Brady (Poli Sci) How to make databases of immigrant unemployment statistics available To academia/government to identify predictors of length of unemployment (based on health, family size, etc) Not to credit card companies Robert Knight, Mark D’Eposito (Psych) How to correlate brain imaging data from FMRI to physical and linguistic behavior Specific Examples (continued) David Teece (Business) E-commerce (CommerceNet) Ian Maddieson (Linguistics) archiving and analyzing tapes of endangered languages Robert Maccoun (Public Policy, Law) Policies on internet pornography; studies of how Silicon Valley engineers decide to share company secrets when they change jobs CITRIS Funded Fellowship Program Soliciting proposal from Social Science grad students First support to be awarded for Summer 2002 Next Steps Next Steps First in a sequence of Thursday CITRIS seminars More to come, from technologists, applications engineers, social scientists… Many other related talks! Richard Clarke, Presidential Cyber Security Adviser, Feb 18 Planning workshops on application areas Energy, disaster, others… Begin teaching grad students from each discipline what they need to know Identify specific research questions www.citris.berkeley.edu