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. 2 Approaching Ratification Early Prototype of NVM Express over Fabrics Will Be Shown at the Intel Developers Forum Sept 11 WAKEFIELD Mass Sep 3 2014 NVM Express Inc the organization that developed the NVM Express specification for accessing solid Ran Ginosar. Avinoam Kolodny. Yuval . Cassuto. Koby Crammer. Shmuel Wimer. Dani . Lichinski. (research)(motivation) questions. We love accelerators, but…. What accelerators ?. What workload? What “killer applications” ?. 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). Level 2. Review: What Is A Verb?. A . verb . is a word that describes action or a state of being.. Some examples include:. Sneeze. Love. Run. Sleep. How Can Verbs Help . Me. ???. The words . is. . and . 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. October 28, 2016 Mb8730ldhNiftbktthttdllf M ove a b ove cou ld pus h t o arge d l s o f 8850/9000. Key support at 8500... Research AnalystAmit Gupta amit.gup@icicisecurities.comAzeem Ahmad azeem.a The . innovation. of . aggricultural. . valuation. . methods. Sebastiaan Roggeveen . MSc BBE. Real . Estate. . Valuation. Expert. Dutch . association. . for. Real . Estate. Brokers . and. . Valuers. Robert Reichardt. October 12, 2012. Admissions and Transfer Group. Department of Higher Education, Denver CO. Overview. Background, sample and limitations. CSAP Analysis. Does . the CSAP predict whether a student will attend a 4-year or 2-year institution?. Emerging Persistent . Memory Technologies. Phase change memory. Heat changes memory . cells . between crystalline and amorphous states. Spin torque memory/MRAM. Magnetic layers within . m. emory cells . Development of a DSS. Ben Letcher. USGS, Conte Anadromous Fish Research Center, Turners Falls, MA. . Keith Nislow. USFS, Northern Research Station, Amherst, MA. Why care about brook trout?. Widespread. 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. Endurance Group Management: Host control of SSD Media O rganization Sponsored by NVM Express™ organization, the owner of NVMe™, NVMe- oF ™ and NVMe-MI™ standards Abstract SSD customers can have different requirements for the organization of the media in a drive: one large pool of capacity, separate sub-drives with performance isolation (IO determinism), or one large pool plus a small pool capable of higher-performance writes. By: Halle Smith. . SIMILE. . Fine China. by Chris Brown. . “You’re irreplaceable; a collectible just like fine china.”. . Red. by Taylor Swift.