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© 2013 IBM Corporation Complexity must be conquered (Data is more than “just” big) Laura Haas IBM Almaden Research Center 1
© 2013 IBM Corporation Data is everywhere… Explosive growth of data –From devices, systems, individuals Huge demonstrated and anticipated value from leveraging data Complexity is high: 4V’s have broad implications Requires broad expertise in systems, data management, analytics/mathematics, AND the domain Sometimes hard to even know where to start! Costs in dollars and time are high 2 40 zettabytes in 2020*! * IDC Multi-channel customer sentiment and experience analysis Detect life-threatening conditions at hospitals in time to intervene Discover and optimize new treatments by mining data from patents and literature Volume Data at Rest Velocity Data in Motion Variety Data in Many Forms Veracity Data in Doubt The 4 V’s of Data But discovering insight is rare!
© 2013 IBM Corporation3 The Accelerated Discovery Lab Scaling Human Capabilities for Foresight through Collaborative Innovation A shared resource for Research, IBM and clients –A complete environment for data analytics –Hardware, software, and physical space Help users get insight from more data, more data sets, more experts – fast Support analytics across and within industries –Benefit from shared learning and serendipity Reduce costs and risk, get faster time to value! What is the Accelerated Discovery Lab? Serendipitous User Experience Expertise Industry-specific Investigations Analytics & Workbenches Hardware & Software Infrastructure Data Sets Give users everything they need for data wrangling and analytics –Rich collection of analytics and tools –Powerful infrastructure for data management and analytics –Pre-integrated data sets to provide context Provide expertise and guidance in all phases of the process –Human expertise –Collaborative, exploratory user experience How are we accelerating discovery?
© 2013 IBM Corporation4 This requires a broad research agenda Improving the infrastructure, middleware, tools and algorithms for discovery –Acquisition of data, entity understanding and alignment, metadata capture, … –New mining algorithms, machine learning, model composition, development tools, … –New architectures for scaling, performance, privacy, … Creating an intelligent, collaborative environment to accelerate discovery –User experience: virtual and physical workspaces –Middleware to support discovery: knowledge management, reasoning, recommendations,… Leveraging data to solve domain-specific challenges –Understanding fundamentals of disease, cohort formation, drug prediction, … –Optimizing management of heavy equipment, predicting and managing disasters, … –Improving client service, increasing revenues, reducing risk, … –And many more for these and other industries!
© 2013 IBM Corporation5
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Overview + Digital Strategy + Interactive Engineering + Experience Design + Product Incubation + Data Visualization and Discovery + Data Management.
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© 2009 IBM Corporation Delivering Quality Service with IBM Service Management April 13 th, 2009.
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