The year that was … 2009 for PTI, RT, and our collaborators Craig Stewart – [email protected] Executive Director, Pervasive Technology Institute Associate Dean, Research.

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Transcript The year that was … 2009 for PTI, RT, and our collaborators Craig Stewart – [email protected] Executive Director, Pervasive Technology Institute Associate Dean, Research.

The year that was …
2009 for PTI, RT, and our collaborators
Craig Stewart – [email protected]
Executive Director, Pervasive Technology Institute
Associate Dean, Research Technologies
Indiana University
15 December 2009
1
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Please cite as: Stewart, C.A. 2009. The year that was …
2009 for PTI, RT, and our collaborators. Presentation. Pervasive Technology
Institute – Research Technologies all hands meeting. 22 May 2009, Innovation
Center, Indiana University, Bloomington, IN. http://hdl.handle.net/2022/13989
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2
PTL& RT -> PTI Transition
PTI model evolving
Where were we a year ago
•
•
•
•
Or 20 months
Or 14 months
Or 13 months ago
This past year, we took the
road less travelled
•
Collaborative research, development, and
delivery by faculty-led research groups that
are formally part of PTI, with professional
staff of UITS and IU Librarians, often in
collaboration with faculty in scholarly
disciplines
– World-class faculty providing intellectual
research leadership
– World-class professional staff executing RD&D
– Excellent students & postdocs
•
•
•
•
•
Sustained
Extend what can be done within IU via base
funding; State-wide and National impact
Economic growth and 21st century workforce
development
IU’s key brand identity for IT research,
development, and delivery
Still evolving (e.g. org charts). Everyone in RT
3
and DLP included by inheritance
PTI/RT Strategic Plan
• Document 1 – mission and
scope.
120
– Sets mission and direction for
RT and PTI
– RT maintaining its on campus
identity
– Many cycles of comment, now
finalized
– Collaboration is a core
competency
– Key going forward – increasing
diversity, reliability, and term
of grant-funded efforts
– What matters is extending
possibilities
– But economic impact is not to
be overlooked
80
FTE
• Growth in capability
100
PTI Soft
60
PTI Base
RT Soft
RT Base
40
20
0
96
97
98
99
00
01
02
03
04
05
06
07
08
09
Fiscal Year
4
The basics – operations and service
Unending New Imperatives
UITS
EFFICIENCY REVIEW COMMITTEES
BASE FUNDS REALLOCATED
• Network Security
• Massive Research Data Storage
ERC 1
FY 1998
TOTAL
$ 2,500,000
• Wireless
ERC 2
FY 2002
$
600,000
• 24 Hour Support
ERC 2.1
FY 2003
$
467,000
• Disaster Recovery &
Business Continuity
ERC 3
FY 2005
$
2,182,000
ERC 4
FY 2007
$
1,300,000
$
7,049,000
• More IT Classrooms
• Mobility Services
• Podcasting
• High Performance Computing
• Licensing Cost Increases…
ERC 5
FY 2007
to 2011
~ 5% of base
The Efficiency Review Committee process trims
budgets for reallocation to new priorities. Formal
proposals request funding for new needs.
5
Trains running better than ever
• Utilization levels of systems
high
• OnCourse
– Looking seriously at
alternatives, but at least you
can find stuff … if you look
hard enough
• Excellent satisfaction ratings
on UITS user survey
• Favorite new metric:
number of Nobel Laureates
using IU’s advanced
cyberinfrastructure
6
Request Tracker Trouble Ticket
• Improving service – fewer dropped balls, trimming
the end of the tail
• Separated functions of trouble tracking and todo list
management reasonably
• Operational improvement - ABC metrics!
(ABC) Service Category
Advanced Visualization
Grant Support
Grid & Data-centric Computing
High Performance Computing
Life Sciences Computing
Stat & Math Center
Research Storage
RT Data
ABC Metrics
YTD Per
08/09 Per
Month
Month
55.2
3.8
5.4
0.3
15.8
80.3
247.6
106.2
11.4
17.6
907.6
858.9
42.2
4.8
7
“Hence the next IU IT Strategic Plan should be a plan to develop the
pervasive use of IT to help build excellence in education and
research in all disciplines, in administration, in IU's engagement in
the life of the state, across all campuses, and in collaboration with
IU's key partners such as Clarian Health and institutions of higher
education in the state.
The plan should sustain IU's leadership in services and
infrastructure, while maximizing how these are leveraged to build
excellence in education and research. And the plan should attempt
to take into account the impact of the new waves of technology
innovation in education and research based on the best predictions
and analysis that can be developed.”
Charge from President McRobbie
8
Selected Empowering People action items
• Recommendations and
Actions are clear and clearly
mapped out.
• Overall organizational
success depends on
implementing the plans in
the PTI proposal, the PTI/RT
strategic planning
document, & Empowering
People
• The major strategic goals
and our dependence upon
grant funding will not
change in the foreseeable
future
• http://ep.iu.edu/
Action
Lead
3 – Critical facilities
EI
4 - Cyberinfrastructure
RT
6 – Leveraging partnerships
LT
16 – External Funding
PTI
25 – Research into IT
EI
33 – Storage utility
RT
37 – Preserving creative works
DLP
51 – Technology Transfer
IURTC
& PTI
55 – Scholarly Curation
DLP
70 – IT-enabled research
PTI
71 – IT-enabled research
resources
PTI
72 – IT Research hiring
RT
9
Some PTI/RT early strategic wins
•
•
•
•
•
•
•
FutureGrid
D2I - GENI
Indiana Clinical and Translational Sciences Institute
Grant proposals led/ initiated from RT-A: TAIS, ODI, CDI collaborations
ANML more aggressive in the grant writing game
Representation of PTI and RT in lead roles within Empowering People; EP implementation
plans all drafted
Faculty recruitment & engagement
10
Actions 3,4, 70 -Grant applications and awards
Grants submitted YTD
Grants awarded YTD
#
$
38
17
$37,920,750
$14,928,705
More than $15M in infrastructure grant proposals pending
Submitted is not a guarantee of success… but you can’t win if you don’t play
Success rate – approximately 40%
11
3, 4, 70 -> Communication challenges
Major Project Reviews, Part 1
•
•
•
•
First and Third Thursdays of Each Month, Starting January 21
Goal: provide open forum for information sharing and for raising and addressing
any open issues affecting success in major projects
Invitees: all RT and PTI staff
Format:
–
–
–
•
•
•
9:00-10:00 AM:
One major project (rotating) for 30 minute presentation on current status and
plans over next 6 months, 30 minute discussion and Q/A
10:00-10:45 AM:
Brief discussion of 3 projects, each 10 minute quick status updates
10:45-11:00 AM:
Open time for pressing issues
Time will be kept ruthlessly and presenters are expected to keep to 30 minutes
presentation for major discussions, 10 minutes for updates
Discussion will be open and respectful
Open Science Grid, TeraGrid RP/GIG, CTSI, FutureGrid, AVL, MultiCore,
Stat/Math/GIS, PolarGrid, CIFASD/NGVB, Additions as appropriate
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Action 4 - Cyberinfrastructure
• Tape Library
• PolarGrid cluster
• Data Capacitor
• DC highlights:
– Invited to speak to an international
audience about our experiences with
DC-WAN at OGF 25 in Sicily.
– Invited to give a day long seminar on the
Data Capacitor at Risø (Denmark’s
national laboratory for sustainable
energy)
– Usage in 2009 has been booming for
both the Data Capacitor and DC-WAN.
At present both filesystems are over 90%
capacity (approaching 700 TB) and our
test filesystem has been in use for other
projects including CIC storage project.
– DC-WAN currently mounted in
production at 5 TeraGrid sites.
13
Action 16
Enhancing IU’s research competitiveness and national
leadership
14
Action 16 cont - SC09
15
Action 16 yet more…
16
And strategic challenges – Action 4
and utilization is maxed out….
17
Buildings & related
• Data Center
– Unmitigated success, so far (Thanks Infrastructure!!!!)
• Innovation Center
– Highly mitigated success
• Intelligent infrastructure
– PTI move - Time allocation in transition
– Virtual hosting services
– Uptake by TG administrative services
– Partial hosting of FlyBase
– The missing piece
– Available to all
– Backups
18
And now PTI Centers (Action 70)
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Data to Insight Center
• Following slides all courtesy of Data to Insight Center, Beth
Plale, Director, and may not be reused without permission.
20
D2I
• Linked Environments for Atmospheric Discovery (LEAD)
leadership shifted to the Data To Insight Center
• In new partnership announced at SC09, Data To Insight and
Microsoft partner on LEAD-in-a-Box that serves the scientific
community with weather data products and analysis utilizing
Microsoft’s well received Trident Scientific Workflow System.
Karma
• The Karma provenance collection tool, developed in Data To Insight,
receives over ¾ million dollars in new funding from NASA and the
NSF funded GENI initiative in network science to advance collection
and representation capabilities.
• The Karma data provenance team in the Data to Insight Center and
the University of Manchester worked with Eli Lilly to integrate data
provenance collection and semantic annotation into Lilly’s open
source Life Science Grid (LSG). The project culminated in a
demonstration of functionality in Manchester, England early 2009.
Workshop on Cloud Computing and Collaborative
Technologies in the Geosciences, Indianapolis, IN.
September 2009
• Data To Insight brought 55 scientists, collaborative technology and cloud
computing experts to Indianapolis September 2009 for a compelling
discussion of the potential impact of the emerging technologies to
advance research in the geosciences
• Data To Insight engages with the Federal Aviation
Administration in the multi-billion dollar NextGEN project to
improve air traffic infrastructure in the United States.
– Data To Insight chosen for its expertise in metadata, Web
Services, and HPC.
– Multi-year commitment
– Open Geospatial Consortium (OGC) Web Coverage Service
(WCS) and Web Feature Service (WFS) hosted at IU
DLP
• IMLS National Leadership Grant 20092011
– Jenn Riley, Indiana University PI
– Libraries/D2I and UITS staff are
working together on a project
funded by the Institute of Museum
and Library Services to create a
model for next-generation library
catalogs using the Functional
Requirements for Bibliographic
Records (FRBR) conceptual model.
The project uses records from the
Variations Digital Music Library.
25
DLP
• VIVO Project – 2009-2011
– NCRR/NIH U24 Award Stimulus Package Funded Project
• Mike Conlon, University of Florida PI
• Dean Kraft, Cornell University Co-PI
• Katy Borner, Indiana University, Co-PI
– DLP/D2I partnering with IU Cyberinfrastructure for
Network Science Center and IU Information Visualization
Lab along with UITS Identity Management Systems
– Implement IUB Node for a National Network of Scientific
Social Networking
– Possible partnerships with the U24 funded Harvard based
eagle-i project (resource networking)
26
VIS
• WaterWall
• tuioZones
• New approaches
to programming
education
27
Center for Applied Cybersecurity Research
• Following slides all courtesy of Center for Applied
Cybersecurity Research. Fred Cate, Director, and may not be
reused without permission.
28
CACR
• Three Substantive Focal Areas:
– Health Care
– National Security
– Higher Education
• Plus
– Public Outreach
– Internal Capacity Building
29
CACR
•
•
•
Health Care
– Sponsored “A Research Agenda for Privacy and Security of Healthcare Technologies”—a
major international workshop with 66 invited participants, funded by Eli Lilly and
Company
– Spearheaded development of new Center for Strategic Health Information Provisioning
(C-SHIP) in partnership with Medical School, Informatics and Computing, Maurer School
of Law, and OVPIT, and raised start-up funds for first year of operation
– Launched Health Informatics Seminar twice each month
– Received $538,595 NIH grant for two-year project on “Protecting Privacy in Health
Research”
National Security
– Providing assistance to the White House team conducting into the President’s 60-day
cybersecurity review
– Participated in classified reviews of Department of Homeland Security cybersecurity
programs
– Consulted with the Air Force and the Navy on cybersecurity and cyberwarfare initiatives
– Briefed Congress, federal agencies, and European regulators on appropriate use of
personal information to detect and prevent terrorist threats.
– NSF grant under submission to help provide secure, affordable, and reliable
communications using the existing cell phone infrastructure following a terrorist attack
or other disaster
Higher Education
– Annual Indiana Higher Education Cybersecurity Summit expanded to include the entire
Big 10, now scheduled for April 1, 2010, featuring Bruce Schneier
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CACR
• Public Outreach
– At work with WFIU/WTIU developing “Moment of Security”
broadcasts and related webcasts to provide simple tutorials for the
public on how to perform important security tasks (such as choose a
strong password, secure a wireless router, etc.)
– Extensive appearances before civic and community groups, published
op-eds, and other outreach efforts
• Internal Capacity Building
– Awarded five internal grants, totally $232,000, to support early stage
cybersecurity research likely to attract future external support
– More than $7,500 invested in travel grants and student registration
fees to encourage participation in key conferences by cybersecurity
faculty and students
– Expanded prior monthly information security seminar to bi-weekly
presentations by leading practitioners and scholars nationwide
– Appointed 17 “Fellows” of the CACR from eight IU units
31
SURG
• DIMA (Dietary Intake Monitoring
Application):
– Paper diaries have 11%
compliance rate
– Electronic diaries have up to
94% compliance
– Bar code scanner for easiest
input
– Icons for foods without bar
codes
– Real-time feedback
– ran pilot study with 20 study
and 20 control patients
• ETHOS: working on 5 prototypes
to put into 8 people's homes in
the Spring
• Text Messaging: In middle of large
study (3 months, 20+
participants)
• Ph.D. Student finished
Digital Science Center
• Following slides all courtesy of Digital Science Center, Geoffrey
C. Fox, Director, and may not be reused without permission.
35
DSC - PolarGrid
36
DSC – FutureGrid …
• Will put the “science” back in the
computer science of grid
computing
• Will be an “experiment factory”
• Will enable advances in science
and engineering through
collaborative evolution of science
applications and related software.
• Will be a robustly managed
simulation environment or
testbed to support the
development and early use in
science of new technologies at all
levels of the software stack: from
networking to middleware to
scientific applications.
37
CGL – SALSA (Service Aggregated Linked
Sequential Activities)
•
Research and software development
– Implement range of data intensive life science applications with Dryad/Hadoop/iMapReduce
technologies
– Implement on virtual clusters (clouds) to address very large biology problems
– Develop a suite of high performance parallel data mining algorithms on multicore clusters
• Basic Pairwise dissimilarity calculations
• MDS and GTM in various forms
• Vector and Pairwise Deterministic annealing clustering
– Develop iterative MapReduce to blend the best of MPI and MapReduce
– Develop 3D viewer for data visualization
•
•
•
•
Publications :3 book chapters, 1 Dryad report, 13 publications, 18 presentations (three at SC09)
Grants: 250K grant from Microsoft;
Proposals (PI, Co-PI): NSF data intensive computing; METACyt
Other activities:
– EOT 2009: supervised three IU_HBCU STEM summer scholars from North Carolina A&T; three IU REU
research assistants
– Organized multicore workshop at CCGrid 2010 and computational life sciences at HPDC 2010
– Organized workshop tutorial on MapReduce for NCSA virtual summer school 2010
Cyberaide.org
CGL - Cyberaide: GreenIT
Problem
Approach
•
•
•
•
•
Advanced Cyberinfrastructure is difficult
to program.
Large scale uses a lot of energy.
Society must reduce the carbon footprint
while at the same time enable large scale
cyberinfrastructure to support solving the
most pressing societal scientific problems.
Investigator: Gregor von Laszewski
Achievements
•
•
•
Published or got accepted about 10
papers as part of the Cyberaide project.
Showed that in some instances we can
save 32% of the energy while only
enduring a 10% increase in the length of
the calculation.
Simulated thermal reduction through
clever remapping of tasks on
supercomputers based on real data.
•
•
Focus on algorithm design to improve carbon
footprint.
Focus on integration of energy efficient
hardware in the available
cyberinfrastructure.
Do not just focus on the development of
algorithms, but try to change the behavior of
scientists while not rewarding the fastest but
also carbon saving potentially slower
algorithms.
Figure: Simulated Temperature Reduction
Figure: GreenIT Portal Prototype
CGL/RT - Gateways
•
•
•
•
•
•
•
•
Two new staff members
– Raminder Singh, Archit Kulshrestha
AVATS Audio/Video system supported e-Science, CI Sustainability workshop, Statewide
IT, and Data Services Day
– Sidd Maini and Josh Rosen
Major new OGCE collaborations with GridChem, Ultrascan projects.
– Suresh Marru, Raminder Singh
GCE Workshop
– 50+ attendees, 14 papers in ACM digital proceedings
Collaborations with CGB (Q. Dong) and School of Medicine (S. Meroueh) led to two new
gateways.
– CGB collaboration was the seed for a new NIH GO funded project.
– Sangmi Pallickara, Josh Rosen
QuakeSim Project funded by two NASA grants
– Xiaoming Gao, Jun Ji
USGS-funded Flood Grid Project completed
– Yu Ma, Jun Wang, Jun Ji, Neil Devadasan (Polis Center)
OGCE and OSG collaborating on MyOSG
OSL - Biocomplexity Institute collaboration
•
•
•
•
•
NIH-funded
Lumsdaine named Associate Director
CompuCell3D software
Two workshops at IUB
U.S. EPA collaboration (National Center
for Computational Toxicology)
• Workflow/parameter study on Big Red
OSL - Parallel Graph Analysis in VTK
• Collaboration with Sandia National Lab
• PBGL incorporated into widely-used open source Visualization
Toolkit (VTK) as part of information visualization library
OSL
Parallel BGL
• Merged into Boost software library collection, released as part of version 1.40
• Identified requirements for generic graph algorithms on the Cray XMT
supercomputer
• Created memory-efficient betweenness centrality algorithm
• Investigating finer-grained communication patterns
CorePy
• Support for NVIDIA and ATI GPUs
• Used for cryptographic application by an external user
Other Highlights
• MPI 2.2 released in Helsinki with significant OSL contributions
• Cluster Challenge paper won a best paper award at LCI
• SC activities (presenting and demonstrating FT in OMPI)
• Netgauge performance measurement tool version 2 released
• InfiniBand effective bisection bandwidth simulator released
• Merging PBGL into Boost
• 1 PetaFLOPS achieved on HP-Linpack with OpenMPI
43
•The center supports and enhances efforts to develop theory, study data, create
and implement algorithms, and apply computational techniques and simulations to
complex networks and systems in nature, technology, and society.
Highlights:
•Work on the forecast of the H1N1 pandemic.
•Work on modeling the properties of written text
•Work on the analysis of Twitters
1 new Army grant + 1 new NSF grant +
2 Corporate/Foundation research
agreement
Research activities featured on Washington Post, New York Times, Chicago Tribune, CBS, Discovery
channel, New Scientist, Wired, Yahoo! News, USA Today, The Lancet etc.
Center for Complex Networks and Systems Research:
Epidemic modeling and forecast of the H1N1 Pandemic
Crisis Room with the kind
support of SOIC and PTI
•Monte Carlo likelihood estimate of transmissibility and seasonality
(general procedure to be applied in different contexts).
•We have simulated 2x106 epidemics for a total of 50 Terabyte of data
and 4Million minutes of state-of-the-art CPU time. (THANKS BIG RED!!)
Results:
•Short term projections in
May.
•Activity peaks forecast
worldwide (220 countries).
•Vaccination campaigns
scenarios.
•Etc. etc.
Work funded by
•National Institute of Health;
•Keck Foundation & National Academy of Sciences;
•Defense Threat Reduction Agency;
•Abbott; Lockheed Martin Corporation; ISI;
•NEW GRANT with Army Research Laboratory
Real
Projected
Work published in
•Science 325, 425 (2009);
•BMC Medicine, 7, 43 (2009);
•Emerging Health Threats, 2 e11 (2009);
•PNAS (forthcoming issue of Dec. 21 2009)
•Plos Current Influenza RRN1129 (2009).
Research Technologies Division of UITS
46
RT-led R,D&D - OSG & MyOSG
47
TeraGrid
•
•
•
•
•
•
Production jobs on DC-WAN
Production mounts at 4 sites – test at 5th
Outreach - movies
Total 7,541,448 SUs used by IU researchers
Our usage is worth millions of dollars per year to IU
TG landscape is changing
– TeraGrid capacity has grown by 10x in 2 years
– Many resources will be decommissioned from
TeraGrid availability at the end of March
– Focus on highest end scalability means that there
will be an increasing gap between what
campuses need generally for high end research
and what the TeraGrid can provide
4,000,000
3,500,000
3,000,000
2,500,000
2,000,000
1,500,000
1,000,000
500,000
0
2004
2005
2006
2007
2008
2009
Standard Units (SUs)
48
RT-Visualization
• Strategic Hires
– Bill Sherman (via DRI, NCSA)
– Hui Zhang (via Microsoft, IU CS Ph.D.)
• New partnerships w/ external funding
– IUPUI: Informatics, Dental School
– IUB: Psychology, Kinesiology
• New Technologies
– IQ Station (John-e-Box follow-on) + FreeVR
– Innovation Center Displays – spring 2010
– Detailed planning for higher-end displays
in CIB and Research Commons
IUIC – room 105
• SC’09 Immersive Visualization workshop
– revitalize national community (CAVERNUS from
1990s), promote resource, tool, and
knowledge sharing
– collaborative grant proposals in 2010
IQ Station prototype
CIC (Big 10 + U. Chicago) testbed
• Big digital bucket, shared (use and cost) among CIC
• Installation of test equipment at IU successful
• There is basic functionality now, and local performance tests
have
• Efforts are underway to set up a library curation development
with IU library staff.
• Storage performance appears to be within the expected levels
• MSU, UIUC, PSU, and Iowa have hardware and software
requests in
• Example of increasing diversity and reliability of funding
sources
50
Economic Development Initiatives
• Indiana High Performance Computing Technical Assistance
Program
– Based on ideas from Danko Antolovic
– Provides funds for Indiana businesses to spend on us,
doing programming/consulting
– Funded by IEDC
– Indiana Economic Development Initiative has supported 8
companies so far
• Future Technology Solutions Development Center
– Extended to 2012
– Foci other than Cell
51
Life Sciences
• Overall
– Strategic plan has taken shape
– Pursuing projects and grant opportunities aligned with plan
– Translational medicine web site launched
– RT systems HIPPA potomized (aka aligned)
– Raised UITS profile at medical school - people beginning to seek
us out
– Agreement with IUSM regarding ICR
• HubZero
– We've gotten off the ground
– Successfully generated lots of interest on campus as reflected in
workshop attendance
52
Stat Math, GIS
• Continued excellence in
distributing and supporting
statistical software
• Integration of GIS activities
in RT
• David C. Ford award. This
award was presented to
UITS as an organization for
"exemplary service,
dedication, and
accomplishment in
coordinating Indiana GIS.
The award recognizes
historic accomplishments in
support of IGIC and
Indiana's geospatial
community.”
53
PTI and RT Outreach and user engagement
•
•
•
•
•
•
•
•
•
•
•
•
•
Very successful user-related outreach
Rekindled workshops on use of high performance systems
HubZero workshops
MEAP
Data Services Day
GIS Day
CACR public notices
Native Knowledge Pathways Project (Fox/CGL)
ANML Kids camp, SOIC summer camp, back to school tips, etc.
Billions of AVL tours served
IT Matters @ IU newsletter
PTI Brochure
Better alignment of overall communication efforts
54
Next year - Short and Long Term Priorities
• Short Term
– HIRING
– Getting a map of the forest,
depiction of org structures for
clarity
– IC building issues
– XD
– Piecing together continuity
plans for grant-funded staff
– Continued operational
improvements
• PLEASE look at wiki before
ordering workstations
• Code repository
• Long Term
– System refreshes (DC, Big Red)
– Projects related to Big Digital
Bucket
– Communication mechanisms
that will enable everyone in PTI
to see the bigger picture and
drill down where interested
– Continuing to establish the
value of the PTI model
– Going from proposed to
approved EP plans – and when
done planning the work,
working the plan
– Scientist titles
– Ongoing – maintain list of key
focus areas
55
And some things not to overlook - sad, bad, and good
• In memory of Myles Brand…
• A lot of thrashing in the community generally
• A lot of really exhausted people here
• Peebles Lecture Series Started
• Geoffrey Fox named one of “10 people to watch” in 2010
• A year in which our success, in absolute terms, is simply
without precedent at IU
56
And it’s the end of a decade as well
• 1998 ITSP
• Where were you at 3 am,
1 January, 2000?
• Real leadership – check
• National center funding –
check
• Sustainability – clearly
articulated as goal, not
yet done
• Added value to University,
State, Nation, world definitely
57
Kauffman Foundation rankings of high-tech economies
So as the year and decade end…..
• We have a model for PTI, it’s evolving but so far highly
successful
• Selected a few things to focus on and improve in 2010
• Key: doing the hard work of doing, truly well
• Three closing thoughts:
– “There is a mysterious cycle in human events. To some
generations much is given. Of other generations much is
expected. This generation … has a rendezvous with destiny.” –
FDR
– "The struggle itself...is enough to fill a [person’s] heart. One
must imagine Sisyphus happy.” –Albert Camus
– We’ve pushed a lot of boulders up a lot of hills. More await.
But take time now to feel good, and give yourselves a round of
applause
59
Thank you.
Questions?
60
Acknowledgements - People
•
•
•
•
•
•
•
•
Thanks to leadership and staff of the Pervasive Technology Institute and Research
Technologies Division of UITS.
Malinda Lingwall for editing, graphic layout, and managing process
Maria Morris contributed to the graphics used in this talk
John Morris (www.editide.us) contributed graphics
This work would not have been possible without the dedicated and expert efforts of the
staff of the Research Technologies Division of University Information Technology
Services, the faculty and staff of the Pervasive Technology Labs, and the staff of UITS
generally.
Thanks to the faculty and staff with whom we collaborate locally at IU and globally (via
the TeraGrid, and especially at Technische Universitaet Dresden)
Thanks to the Lilly Endowment for funding in support of the Pervasive Technology
Institute.
Much of the work cited in this presentation was funded by federal funding agencies,
particularly the National Science Foundation, NIH, and NASA. Any opinions expressed by
the presenter are his own and do not necessarily reflect the opinions of any funding
agency, federal or otherwise.
November 6, 2015
Acknowledgments
62