PPT-Data Intensive and Cloud Computing

Data Streams Slides based on Chapter 4 in Mining Data Streams What is time series data Data that is observed or measured at points in time Timestamp Fixed periods eg hours days months or years. Bina. Ramamurthy (. B. ina. ). bina@buffalo.edu. http://www.cse.buffalo.edu/faculty/bina. This talk is partially funded by NSF grant . NSF-TUES-0920335. &. by . AWS . in Education Coursework Grant award. from the paper. Abovce the Clouds: A Berkeley View of Cloud Computing (Feb. 2009). Definitions (I). Cloud Computing refers to both the applications delivered as services over the Internet and the scalable hardware and systems software that provide those services. . Efficient and scalable architectures to perform pleasingly parallel, MapReduce and iterative data intensive computations on cloud environments. Thilina. . Gunarathne. (tgunarat@indiana.edu). Advisor : . Efficient and scalable architectures to perform pleasingly parallel, MapReduce and iterative data intensive computations on cloud environments. Thilina. . Gunarathne. (tgunarat@indiana.edu). Advisor : . from the paper. Abovce the Clouds: A Berkeley View of Cloud Computing (Feb. 2009). Definitions (I). Cloud Computing refers to both the applications delivered as services over the Internet and the scalable hardware and systems software that provide those services. . on . Clouds. Thilina. . Gunarathne. (tgunarat@indiana.edu). Advisor : . Prof.Geoffrey. . Fox (gcf. @indiana.edu). Committee . : . Prof.Judy. . Qiu. , . Prof.Beth. . Plale. , . Prof.David. . Leake. Cloud computing is a model for enabling . convenient. , . on-demand network access . to a . shared pool . of . configurable computing resources . (e.g., networks, servers, storage, applications, and services) [Mell_2009], [Berkely_2009]. . Supercomputers are tightly integrated computer systems, dedicated to running a specialized task. Quantum mechanics. Weather forecasting / climate research. Oil / gas exploration. Physical simulations etc.. Cloud Computing. Cloud Computing . Characteristics . On demand service . . Use it as you needed. 2. Network Access . . Uses internet as a medium. 3. Share resources . Resources are pooled together – Used by multiple clients. Cloud Computing. Douglas . Thain. University of Notre Dame. IDGA Cloud Computing. 8 February 2011. The Cooperative Computing Lab. We collaborate with people who have large scale computing problems in science, engineering, and other fields.. Cloud Computing. Douglas . Thain. University of Notre Dame. IDGA Cloud Computing. 8 February 2011. The Cooperative Computing Lab. We collaborate with people who have large scale computing problems in science, engineering, and other fields.. Mitsunobu Narita. Sarah Jane Awopejo . Dorothy Scott. Meeka San Diego. Ian Joel Rex Perera . Sirawich Siriruang. Kyla Nicole Villanueva. Athitiya Hatthiya. Cloud computing. means storing and accessing data and programs over the Internet instead of your computer's hard drive. The . , collected data is streamed to a central server and data . is processed . on a powerful central server which is usually far away from the . data source.. Cloud Computing or simply “the . Cloud. ”,is. Learning Objectives. What is Cloud Computing?. Cloud Characteristics. Cloud Benefits. What is pay-as-you-go?. Economies of Scale. As-a-service models: IaaS, PaaS, SaaS. Cloud deployment models: private, public, and hybrid clouds.