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Published byChristal Johns Modified over 9 years ago
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SETI@home and Citizen Cyber-Science David P. Anderson Space Sciences Laboratory U.C. Berkeley
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Citizen Cyber-Science The use of Internet and computer technology to involve the public in scientific research Volunteer computing Volunteer thinking Stardust@home, GalaxyZoo, FoldIt!
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SETI@home Classic Volunteer PC SETI@home server Internet SETI@home client download, install
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SETI@home Classic Volunteer PC SETI@home server Internet SETI@home client server request a job
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SETI@home Classic Volunteer PC SETI@home server Internet SETI@home client server send data database get job
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SETI@home Classic Volunteer PC SETI@home server Internet SETI@home client (process data)
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SETI@home Classic Volunteer PC SETI@home server Internet server return results, request new job database store results get job SETI@home client
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Problems with S@h Classic Hard to deploy new applications or versions Wasteful replication – “Always have work” policy No result validation Monolithic, inflexible server
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Problems with S@h Classic Client only downloads 1 job at a time Client uses only 1 CPU Unit of credit is “job” Hard to participate in >1 project (e.g. Folding@home and SETI@home)
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BOINC General-purpose “middleware” for volunteer computing Funded by NSF, 2002 - present Open-source (LGPL)
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SETI@home/BOINC Volunteer PC Internet BOINC client download, install
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SETI@home/BOINC Volunteer PC Internet BOINC client “attach” to project SETI@home server
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SETI@home/BOINC Volunteer PC Internet BOINC client request jobs type of computer RAM, CPU speed connection interval SETI@home server scheduler BOINC DB get jobs
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SETI@home/BOINC Volunteer PC Internet BOINC client job descriptions list of application files list of input files list of output files SETI@home server scheduler
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SETI@home/BOINC Volunteer PC Internet BOINC client download program, input files SETI@home server data servers
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SETI@home/BOINC Volunteer PC Internet BOINC client SETI@home server program (run applications)
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SETI@home/BOINC Volunteer PC Internet BOINC client upload output files SETI@home server data servers
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SETI@home/BOINC Volunteer PC Internet BOINC client report completed jobs SETI@home server scheduler BOINC DB Science DB assimilate validate
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Problems solved Easy to deploy new apps Efficient replication – 2-fold, adaptive Errors, cheating are detected immediately Server is scalable, fail-soft Credit is based on FLOPS, not jobs Client can queue lots of jobs, use >1 CPU
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Painful transition to BOINC (2005) Awkward registration process “techie” GUI Classic credit didn’t carry over User base: 500K -> 200K
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The volunteer computing ecosystem projects CPDN LHC@home WCG attachments volunteers
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Climateprediction.net
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Einstein@home Gravitational waves
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Other projects LHC@home Rosetta@home IBM World Community Grid Etc. – epidemiology, plant ecology, genetic linkage, phylogenetics, graph theory, number theory, cognitive modeling, fluid dynamics, galactic structure, quantum chemistry, nanotechnology, quantum computing, cosmology
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History of volunteer computing Applications Middleware 1995 2005 distributed.net, GIMPS SETI@home, Folding@home Commercial: Entropia, United Devices,... BOINC Climateprediction.net Predictor@home IBM World Community Grid Einstein@home Rosetta@home... 2005 2000now Academic: Bayanihan, Javelin,... Applications
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Performance Current – 500K people, 1M computers – 6.5 PetaFLOPS (3 from GPUs, 1.4 from PS3s) Potential – 1 billion PCs today, 2 billion in 2015 – GPU: approaching 1 TFLOPS – 1 ExaFLOPS: 4M GPUs * 0.25 availability – Freescale i.MX51: 2 GFLOPS, 200mw
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Organizational models Umbrella projects Institutional – Lattice, VTU@home Corporate – IBM World Community Grid Community – AlmereGrid Research community – MindModeling.org Project publicity web development sysadmin
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Stardust@home The Stardust mission Where’s the dust? Stardust@home – 23K volunteers – 43M viewings – 64 tracks found
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jobs middleware people or computers identity accounting queuing assignment validation
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What’s different? People vary Jobs may not be well-defined aptitude training
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Bossa Open-source PHP-based middleware for volunteer thinking – http://bossa.berkeley.edu Policies – replication, volunteer assessment, job assignment – Bossa doesn’t provide policies, but makes it easy to implement a wide range of policies
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Projects in development Hominids@home – Collect photos of Middle Awash (Ethiopia) – Look for hominid and other fossils AfricaMap
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Conclusion Citizen Cyber-Science – volunteer computing – volunteer thinking Benefits to science Benefits to society
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