PPT-Nectar: Automatic Management of Data and Computation in Dat

Pradeep Kumar Gunda Lenin Ravindranath Chandramohan A Thekkath Yuan Yu and Li Zhuang Presented by Hien Nguyen Outline Introduction Related work System design overview Implementation details. Oracle Automatic Storage Management and Thin Reclamation The following is intended to outline our general product direction. It is intended for information purposes only, and may not be incorporated Dandelion. Taraxacum. . officinale. Blueberries. Vaccinium. spp.. Blackberries, Dewberries. Rubus. spp.. Wild Plums, Wild Cherries. Prunus. spp.. Red Clover. Trifolium. . pratense. Redbud. Cercis. B. ee . C. olony. In The Name Of God. Dancing . aea. for A. Dancing area for B. Unloading nectar from A. Unloading nectar from B. ES. EF. OB. SB. RF. ER. OB. ER. ES. RF. EF. Behaviour. of Bees in Nature . Ippokratis Pandis. CIDR 2009 - Gong Show. Scalability on CMP. 2. Sun Niagara I - 32 HW Contexts. Update intensive workload. No database lock conflicts. Linear (ideal) scaling. Scalability. problems. Luciano Rodriguez, . Sarah . Willems, . Vaibhav. . Pant, . Marilena. . Mierla. , Andy . Devos. . and the HELCATS . team. ESWW12, 24. th. November 2015. HELCATS. EU FP7 project (2014-2017. ) . http://. Lenin Ravindranath. Pradeep Kumar . G. unda, Chandu Thekkath, Yuan Yu, Li Zhuang. Motivation. Resources are poorly managed in a data center. Computation. Storage. Redundant . computations. Wasting resources. Max . Nanao. Automatic Processing – why?. +Rapid feedback to user on data quality. +Enables “value added” services. . +MR phasing. . +Ligand fitting. . +Automatic SAD. +QA for us. Page . 2. Automatic processing at ESRF, History. HONEYBEE ON OREGANO. HONEYBEE WITH FULL POLLEN SACK. PARTS OF A FLOWER. SOME PLANTS THAT ARE . COMMON. IN THE INLAND . NORTHWEST. . Alfalfa. Sweet Clover. Black Locust. Vetch. Star Thistle. Knapweed. : Reusing work in large-scale computations. Lucian . Popa. *+. , . Mihai. . Budiu. +. , . Yuan Yu. +. , Michael . Isard. +. +. Microsoft Research Silicon Valley. *. UC Berkeley. Problem Statement. Glycemic. Variability for Diabetes Management. Matthew Wiley, . Razvan. . Bunescu. , Cindy Marling,. Jay . Shubrook. and Frank Schwartz. School of Electrical Engineering and Computer Science. Appalachian Rural Health Institute Diabetes and Endocrine Center. Bee Keeping Course: Session III – Managing the Colony. NECTAR. Nectar is a sweet liquid (mostly sugar and water) made in special glands called . nectaries. that are found on flowering plants.. Necatries. . Kartik . Nayak. With Xiao . Shaun . Wang, . Stratis. Ioannidis, Udi . Weinsberg. , Nina Taft, Elaine Shi. 1. 2. Users. Data. Data. Privacy concern!. Data Mining Engine. Data Model. Data Mining on User Data. Sikhi Class . . . klws. . 2 – Term 3. WALT (We are learning to): . Understand the course content and expectations . Understand how class members celebrated . Vaisakhi. The Desired Brand Effect Stand Out in a Saturated Market with a Timeless Brand