text_combined: obvfksumitbasunet call abstracts nips 2007 workshop machine learning systems problems last years budding interaction machine learning computer systems researchers particular statistical machine learning techniques found wide range successful applications many core systems areas designing computer microarchitectures analyzing network traffic patterns managing power consumption data centers beyond however connecting two areas challenges systems problems replete mountains data hidden variables complex sets interacting systems exciting properties labels hard come measure success hard define furthermore systems problems often require much high classification accuracy answers algorithms need justifiable actionable dedicated workshops systems conferences emerged example sysml 2006 sysml 2007 address area though little visibility machine learning community primary goal workshop thus expose new research opportunities systems areas machine learning researchers hopes encouraging deeper broader synergy two communities workshop various planned overviews invited talks poster sessions group discussions panels would like achieve three objectives first wish discuss unique opportunities challenges inherent area second want discuss identify lowhanging fruit easily tackled using existing learning techniques finally cover researchers areas make rapid progress problems using existing toolboxes machine learning systems hope workshop present opportunity intensive discussion existing work machine learning systems well inspire new generation researchers become involved exciting domain call abstracts seeking 2page abstracts recent work intersection machine learning systems welcome preliminary work work may plan publish later conference intentionally creating proceedings workshop authors free submit work later venues however sufficient interest explore possibility special issue journal book seeded selected papers workshop please email abstracts pdf format jeuri92yahoogroupscom october 31 2007 select abstracts presentation workshop november 7 2007 please send questions may workshop address well look forward hearing sincerely archana ganapathi sumit basu emre kiciman fei sha information available httpradlabcsberkeleyedumlsys thu 07 aug 2008 225046 0700 uai call abstracts nips 2007 workshop machine learning systems problems