Author: Buyya, R.
Paper Title Page
FRK3K01
 Cost-Efficient Deployment of Big Data Science Applications on Computing Clouds  
 
  • R. Buyya
    The University of Melbourne, Melbourne, Victoria, Australia
  
  Com­put­ing is being trans­formed to a model con­sist­ing of ser­vices that are com­modi­tised and de­liv­ered in a man­ner sim­i­lar to util­i­ties such as water, elec­tric­ity, gas, and tele­phony. In such a model, users ac­cess ser­vices based on their re­quire­ments with­out re­gard to where the ser­vices are hosted. Sev­eral com­put­ing par­a­digms have promised to de­liver this util­ity com­put­ing vi­sion. This keynote pre­sen­ta­tion will cover (a) 21st cen­tury vi­sion of com­put­ing and iden­ti­fies var­i­ous IT par­a­digms promis­ing to de­liver the vi­sion of com­put­ing util­i­ties; (b) op­por­tu­ni­ties and chal­lenges for util­ity and mar­ket-ori­ented Cloud com­put­ing, (c) in­no­v­a­tive ar­chi­tec­ture for cre­at­ing mar­ket-ori­ented and elas­tic Clouds by har­ness­ing vir­tu­al­i­sa­tion tech­nolo­gies; (d) Aneka, a Cloud Ap­pli­ca­tion Plat­form, for rapid de­vel­op­ment of Cloud/Big Data ap­pli­ca­tions and their de­ploy­ment on pri­vate/pub­lic Clouds with re­source pro­vi­sion­ing dri­ven by SLAs; (e) ex­per­i­men­tal re­sults on de­ploy­ing Cloud and Big Data ap­pli­ca­tions in en­gi­neer­ing, and health care, as­tron­omy/ satel­lite image pro­cess­ing on elas­tic Clouds, and (f) di­rec­tions for de­liv­er­ing our 21st cen­tury vi­sion along with path­ways for fu­ture re­search.  
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