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Computational Bio-Discovery Wolfgang Kraske PhD EE A scientific paradigm Bio-Information Networking Community Tool Services Model Characterization
Wolfgang F. Kraske, PhD PhD Electrical Engineering University of Southern California, December 1995 Advisor- Irving S. Reed, PhD, Charles E. Powell Professor Emeritus of E.E./C.S. Research- Geometric Algebra for Topological Information Representation MS Electrical Engineering University of Southern California, December 1986 Research- Microwave Imaging and Signal Processing BS Physics/Mathematics-University of Maryland, UMCP, 1982
Computational Bio-Discovery An Awkward Situation Cells in Vivo? Bioinformatic Research System
Computational Bio-Discovery Overview ,[object Object]
Community Enterprise and Tools
Model Characterization Vector/ Small Molecule Sequence Structure Pathway
Computational Bio-Discovery Goal ,[object Object]
Integrate tools over network to promote community analysis and discovery ,[object Object]
Integration of internal with external scientific communities
Integration with external patient and lay communities
Computational Bio-Discovery Network Communities Clinical Applications & Research Internal Biological Informatics Laboratory ,[object Object]
Wet Laboratory Sequencing and Molecular Data Acquisition Pharmaceutical Research & Development Mathematics and Computer Science Research &  Development External Application Computing Resources Community Bio-Information Network Sources
PCR Mass Spectrometry Magnetic Resonance Spectroscopy Micro-Array Gel Electrophoresis Protein Rapid Translation Southern Blot X-ray  crystallography Computational Bio-Discovery Challenge: Tool Integration Centrifugation Titration Electron Microscopy Light Microscopy IVC Emulsion Phage Display
Computational Bio-Discovery Service Architecture Solution Legend Campus Laboratories Firewall REST Server Campus Switch Load  Balancing Internet Load  Balancing Firewall Entity Servers Database Servers Mass Storage Network Switch Web Segment Data Segment Application Segment External Services Web/Session/Tool Servers Mass Storage Database Server Entity Server Tool Server Web Content Server HTTP Server Social Server Ethernet/ 100/1000 Base T Network Switch Load Balance Server Firewall Server Fiber Channel Rest Server/
Scalable Algorithm Solutions Parallel Language & Algorithm Library Research Application of  Parallel Algorithms  Parallel Algorithm  & OS Development Parallel Algorithm & OS Layer MPP Cluster w/Algorithm  & OS Layer SMP  w/Algorithm  Mass Storage Cloud: ,[object Object]
EC2/3
Oracle Metro
MS Azure
Web Services WF Kraske, Voxar-All ATM Distributed Biomedical Visualization:T3D MPP,  8 th  IEEE Symposium on Computer Based Med Systems,  249, 1995 Dell Xeon Cluster, Message Passing Innterface
MVC Architecture Fi bers REST-Representation State Transfer Zend Framework
Ajax – XMLHttpRequest
Iterated Software Lifecycle Requirements Design Development Test Implementation Analysis Deployment Upgrade or New Iteration ... Iterated Weekly Functional Roll out Agile and eXtreme programming processes I Jacobson, G Booch, J Rumbaugh, Unified Software Development Process, Addison Wesley 1999
Use Case Management Programmer Program Test & Validation Evaluator Project Manager Report Report Planning Stakeholder Control
Conceptual Model Sequence: Linear Small Molecule: Node Structure: Spatial Pathway: Time & Space
Allometric Scaling ,[object Object]
Evolution maximizes external surface area versus internal efficiency to yield a one quarter scaling of fractal dimension(size invariant property) ,[object Object],Conventional Euclidean Biological (Fractal) Length L A 1/2 V 1/3 M 1/3 l a 1/3 v 1/4 M 1/4 Area L 2 A V 2/3 M 2/3 l 3 a V 3/4 M 3/4 Volume L 3 A 3/2 V M l 4 a 3/2 v M GB west, RH Brown, BJ Enquist, The Forth Dimension of Life, Science 1677, 284, 1999 WF Kraske, Analysis & Segmentation of Higher Dimensional Data Sets, SPIE Press 264, IS12, 1995
Computational Bio-Discovery Scale Free Versus Random Scale Free Interaction characterizes the natural (Organic) behavior of :  ,[object Object]
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