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magistraleinformaticanetworking:spd:lezioni09.10

Journal of Lessons, SPD year 2009-2010

Journal

  • 23/02/2010 Introduction to the course — Aim and purpose, program, structure, rules and kind of final tests.
  • 24/02/2010 Grid computing, (I) — Large-scale problems in research and prodution environments. How to approach these problems. Preliminary definitions: resources, protocols, services, APIs and SDKs. A simple example: web services and their protocols.
  • 26/02/2010 Grid Computing, (II) — Virtual Organizations. The Grid vision and its requirements. The Grid architecture: fabric, connectivity, resource, collective and application layers. Using the Grid: scenarios and examples. Open Grid Service Architecture and its capabilities. The eight fallacies of Grid computing.
  • 02/03/2010 Message Passing Interface, Part 1 — The MPI standard, brief history and purpose. Message Passing programming and portability, functional and performance portability. The library approach of MPI. MPI basic concepts: communicators, point to point primitives, collective primitives, datatypes; communication semantics in MPI: envelopes, local/global completion, (non)blocking operations, communication modes. Opaque Objects. Primitive datatypes.
  • 03/03/2010 MPI, Part 2
  • 05/03/2010 MPI, Part 3
  • 09/03/2010 Grid Computing (III) — The Globus Project; Public Key Infrastructure (concepts). Grid Security Infrastructure. Certificates. Single Sign On and Delegation.
  • 10/03/2010 Grid Computing (IV) — Grid Information Services. Lightweight Directory Access Protocol (concepts). Monitoring and Discovery Service. IP, GRIS and GIIS. Grid Information Models: MDS-2 and GLUE schemata
  • 12/03/2010 MPI, Part 4
  • 16/03/2010 Virtualization technology (I) — Basics of virtualization at the program language, operating system and machine level. Quick survey of Pascal P-code, Java bytecode and .Net CLI. Hardware virtualization by emulation. Read papers by J.E.Smith listed in the course bibliography
  • 17/03/2010 Virtualization technology (II), MPI lab — Quick tour of full-system virtualization: hosted and bare-metal hypervisors; protection rings in the x86 architecture; virtualization and paravirtualization, hardware-assisted virtualization; containers and hosted virtualization. Elementary programs in MPI.
  • 19/03/2010 Grid Computing (V) — HPC Resource Management; Grid Resource Management; Gatekeeper and Job Manager; Data Management; GASS and GridFTP; Replica Catalog and Replica Management Services
  • 23/03/2010 Map & reduce: the programming model — Problem characterization; Map Fold in LISP; Programming model: mappers and reducers; Programming model: partitioners and combiners; Example and data flow
  • 24/03/2010 Distributed File Systems: GFS and HDFS — Problem characterization; Blocks, Name nodes and Data Nodes; Master/server architecture; Master Server (namenode), Chunk Servers (datanode) protocols and responsabilities; Anatomy of a read; Anatomy of a write; Benchmarks
  • 26/03/2010 Hadoop Lab — Hadoop installation and setup; Single mode and pseudodistributed mode configuration; Grep application
  • Electoral break, Easter break
  • 09/04/2010 MPI Lab
  • 13/04/2010 Hadoop Lab — Word Count application, versions with both old and new Hadoop APIs; API usage; using a large number of files
  • 14/04/2010
  • 16/04/2010 MPI Lab — Simple examples: buffer ping pong, square and triangular matrices with transpose on send/receive.
  • 20/04/2010 Application Examples Mandelbrot; brief survey of KDD and Data Mining; the K-means algorithm
  • 21/04/2010 K-means + MPI Lab
  • 23/04/2010 MPI Lab
  • 27/04/2010 XtreemOS part I
  • 28/04/2010
  • 30/04/2010
  • 04/05/2010 (see the CPA course page)
  • 05/05/2010 (see the CPA course page)
  • 07/05/2010 (see the CPA course page)
  • 11/05/2010 (see the CPA course page)
  • 12/05/2010 (see the CPA course page)
  • 14/05/2010 The ASSIST environment, part I — relationship with other skeleton-based parallel programming tools; basic concepts, flexible-skeletons, multi-language support and heterogeneous platforms; sequential code encapsulation, stream-oriented communication, generic graphs, the parmod as an abstract “wildcard” skeleton
  • 18/05/2010 The ASSIST environment, part II — parmod semantics and usage rationale; structure and semantic options available to the programmer: input and output section, virtual processes, distribution, collection; mapping of VPs over concrete architectures.
  • 19/05/2010 The ASSIST environment, part III — support of heterogeneity and dynamic adaptivity at run-time; structure and performance contract directed deployment.
  • 21/05/2010 Presentation of project proposals

Slides and Notes

Date Slides Student notes Other information
Tu 23/02 Introductory Slides
We 24/02, Fri 25/02 Slides on Grids Student Notes on Grids
Tu 02/03, We 03/03 MPI, lesson 1 slides Student Notes on MPI part 1
Tu 09/03, We 10/3, Fr 19/3 Globus-Slides Student Notes on Globus
Fr 05/03, Fr 12/03 Student Notes on MPI
Tu 16/03 Student Notes on Virtualization
We 17/03 Virt2-Slides The slides include exercises for the MPI Lab session
Tu 23/03 Map&Reduce Slides Student Notes
We 24/03 Slides Student Notes
Fr 26/03 Hadoop Lab Notes Data
Tu 13/04 Hadoop Lab Notes snippets Data
We 14/04
Fr 16/04
Tu 20/04 Notes
We 21/04 MPI Lab slides
Fr 23/04
XtreemOS introduction slides
Fr 14/05 Slides about ASSIST, part I Note lezione 1Assist coding examples
Tu 18/05 Slides about ASSIST, part II
We 19/05 Slides about ASSIST, part III Slides on ASSIST, part III B
magistraleinformaticanetworking/spd/lezioni09.10.txt · Ultima modifica: 06/07/2010 alle 15:36 (9 anni fa) da Massimo Coppola