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ICS 499 Projects

ICS 499 Projects. Asst. Prof. Lipyeow Lim Information & Computer Science Department University of Hawaii at Manoa. Data Integration & Data Warehousing. In collaboration with Profs. Luz Quiroga , Dennis Streveler , Nancy Reed. State Dept of Human Services

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ICS 499 Projects

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  1. ICS 499Projects Asst. Prof. Lipyeow Lim Information & Computer Science Department University of Hawaii at Manoa Lipyeow Lim -- University of Hawaii at Manoa

  2. Data Integration & Data Warehousing • In collaboration with Profs. Luz Quiroga, Dennis Streveler, Nancy Reed. • State Dept of Human Services • Integrate databases on homeless shelter and homeless people in Hawaii. • Develop scripts, possibly web-based frontends. Lipyeow Lim -- University of Hawaii at Manoa

  3. Energy Efficient Query Processing in Smart Phones Alerts can notify emergency services or caregiver Wearable sensors transmit vitals to cell phone via wireless (eg. bluetooth) Phone runs a complex event processing (CEP) engine with rules for alerts SPO2 ECG HR Temp. Acc. ... IFAvg(Window(HR)) > 100 ANDAvg(Window(Acc)) < 2 THEN SMS(doctor) Lipyeow Lim -- University of Hawaii at Manoa

  4. Real-time Data Analytics for Wind Power Management • Key problem in renewable energy is the variability in supply • Demand is predictable • Accurate and continuous forecasting can help utility company balance the load • Weather forecasting algorithms in streaming mode. • Parallel programming. Lipyeow Lim -- University of Hawaii at Manoa

  5. Scientific Data Warehouses • Massive amount of data (petabyte range) • No updates, append only • Interactive queries + long running analytical queries • Commodity clusters and/or virtualized “cloud” environment • Data-intensive vs Compute-intensive infra-structures • Setup and run benchmarks on several parallel DBMS systems • Further development and improvement on a parallel DBMS system Pan-STARRS 1 Telescope 109-pixel camera 30-second exposures > 2 TB per night 5 * 109 objects 5 * 1011 detections Lipyeow Lim -- University of Hawaii at Manoa

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