Date: Fri, 21 Jan 2000 14:55:43 -0500
Subject: Summer interns for machine learning/data mining in IBM T.J. Watson
SUMMER INTERN/CO-OP OPPORTUNITY AT IBM RESEARCH: LEARNING/DATA MINING FOR SYSTEM MANAGEMENT The performance management group at IBM TJ Watson Research Center is looking for individuals with strong research qualifications in data mining and/or machine learning for a summer intern/co-op position. We are seeking someone to join our efforts to automate performance management of distributed systems. This encompasses detecting, diagnosing, and acting on availability and performance problems. We are exploring the application of learning/data mining techniques to several of these tasks, including: (a) identifying patterns that are leading indicators of failures; (b) discovering abstraction hierarchies that characterize problem causes; and (c) visualizing patterns to aid administrators in labeling problem situations. For more information about our group, please visit our websit: http://www.research.ibm.com/PM/perf_mgt.html Previous research experience in machine learning/data mining is required. Programming expertise and knowledge of statistics, computer networks, and distributed systems are extremely helpful. To apply this position, please email a resume to firstname.lastname@example.org Thanks, Sheng Ma IBM T. J. Watson Research Center 30 Sawmill River Road, Rte 9A Hawthorne, NY 10532 e-mail: email@example.com
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