PPT-NVMOVE NVM OVE : Helping Programmers Move to Byte-based Persistence

Himanshu Chauhan with Irina Calciu Vijay Chidambaram Eric Schkufza Onur Mutlu Pratap Subrahmanyam Fast but volatile Persistent but slow Cache DRAM SSD Hard Disk Critical Performance Gap. parninorsogatechedu ABSTRACT Debugging is notoriously di64259cult and extremely time con suming Researchers have therefore invested a considerable amount of e64256ort in developing automated techniques and tools for supporting various debugging tasks parninorsogatechedu ABSTRACT Debugging is notoriously di64259cult and extremely time con suming Researchers have therefore invested a considerable amount of e64256ort in developing automated techniques and tools for supporting various debugging tasks Comings Unlike children who participate in schooling because of legal mandates and strong social and cultural forces most adult students choose to par ticipate in educational programs Adults must make an active decision to participate in each class What can you do?. “Persistence can been seen as being comprised of two parts: intensity (hours of instruction per month) and duration (months of engagement in instruction)” (Comings, 2007). “Persistence is a continuous learning process that lasts until an adult student meets his or her educational goals…” (Comings, 2007). Domain Model. James Kovacs. JamesKovacs.com. jkovacs@post.harvard.edu. POCO – Plain Old CLR Object. No persistence-related code. Only business logic. public class Customer {.      public string Name { get; } . Edel Sherratt. Contents. Revisit applications programming. Using Java Persistence API. Applications Programming Alternatives. Extend a high level language by embedding SQL statements in it. Extend SQL with programming language constructs. Jonathan Lifflander, UIUC. Sriram Krishnamoorthy, PNNL*. Laxmikant Kale, UIUC. HPDC 2012. Dynamic load balancing on . 100,000 processor cores . and beyond. Iterative Applications. Applications repeatedly executing the same computation. Chemical Reaction Networks :. Robustness in the face of total uncertainty. By David . Angeli. :. Imperial College, London. University of Florence, Italy. Definition of CRN. List of Chemical Reactions:. An Information Foraging Theory Perspective. Joseph . Lawrance. , Christopher Bogart, Margaret Burnett, Senior Member, IEEE,. Rachel Bellamy, Member, IEEE, Kyle Rector, and Scott D. Fleming, Member, IEEE. Living Things. . If you had 10 minutes to buy milk and chips in a new grocery store, would you know where to look?. If the store has things classified, it makes it easier and faster to locate items. High Impact Practices for Directors. August 1, 2018. Josh Hayes. Director of Adult Education. College of the Mainland. John Stevenson. Program Specialist. TWC, Adult Education & Literacy. Persistence. Elizabeth Garrett-Mayer, PhD. Cody Chiuzan, MS. Hollings Cancer Center, MUSC. SRCOS June 2012. T cell attacking cancer cells*. * Azgad, The Cutting Edge, 2011. Dose Finding in Medical Research. In cancer research, usually small studies: 6 – 30 patients is the norm. . Himanshu Chauhan. with. Irina Calciu. , . Vijay Chidambaram. ,. Eric . Schkufza, Onur Mutlu, Pratap Subrahmanyam . Fast, but volatile.. Persistent, but slow.. Cache. DRAM. SSD. Hard Disk. Critical Performance Gap. A Study on Pakistan’s Software Industry. By . Aamir Amin. Lecturer, Universiti Tunku Abdul Rahman (UTAR), Kampar. Introduction. . Major software engineering issues are related with personality of software engineers [1]..