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【正文】 ons I ? Teaching is inextricably linked to research. ? Time and resources govern curriculum changes. ? Gradual changes are essential. ? Avoid overlap of material among different required courses. ? If possible introduce an elective course on Current trends in puter science. ? Deal with massive data even in intro courses. Concrete suggestions II When teaching algorithms stress the potential of: ? Preprocessing ? Incrementality ? Parallelization ? Approximations ? Taking advantage of sparseness Concrete suggestions III ? Emphasize probability and statistics ? Bayesian approaches ? Hidden Markov Models ? Random algorithms ? Clustering and classification ? Machine learning and Data Mining Finally, … ? Encourage interdisciplinary work. It will inspire new directions in puter science. Thank you!! Future of Computer Intensive Science in the . (Daniel Reed 2022) ? Ten years – a geological epoch on the puting time scale. Looking back, a decade brought the web and consumer , digital cameras and music, broadband working, multifunction cell phones, WiFi, HDTV, telematics, multiplayer games, electronic merce and putational science. ? It also brought spam, phishing, identity theft, software insecurity, outsourcing and globalization, information warfare and blurred worklife boundaries. What will a decade of technology advances bring in munications and collaboration, sensors and knowledge management, modeling and discovery, electronic merce and digital entertainment, critical infrastructure management and security? ? What will it mean for research and education? ? Daniel A. Reed is the director of the Renaissance Computing Institute. He also is Chancellor39。s Eminent Professor and ViceChancellor for Information Technology at the University of North Carolina at Chapel Hill. Cyberinfrastructure and Economic Curvature Creating Curvature in a Flat World (Singtae Kim, Purdue, 2022) ? Cyberinfrastructure is central to scientific advancement in the modern, dataintensive research environment. For example, the recent revolution in the life sciences, including the seminal achievement of sequencing the human genome on an accelerated time frame, was made possible by parallel advances in cyberinfrastructure for research in this dataintensive field. ? But beyond the enablement of basic research, cyberinfrastructure is a driver for global economic growth despite the disruptive 39。flattening39。 effect of IT in the developed economies. But even at the regional level, visionary cyber investments to create smart infrastructures will induce 39。economic curvature39。 a gravitational pull to overe the dispersive effects of the 39。flat39。 world and the consequential acceleration in economic growth. Miscellaneous I ? Claytronics ? Game theory (economics psychology) ? Other examples in bioinformatics ? Beautiful interaction between sequence (strings) and structures ? Reverse engineering ? In biology Geography and Phenotype (external structural appearance) are of paramount importance ? Systems Biology Miscellaneous II ? Cross word puzzle using Google ? Skiena and statistical NLP
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