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Doing an MSc Thesis in the Group Parallel and Distributed Systems D.H.J. Epema Parallel and Distributed Systems Group (PDS) Department of Software Technology Faculty EEMCS. Contents. The PDS group Research topics in the PDS group Procedure for doing an MSc in the PDS group.

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  1. Doing an MSc Thesis in the GroupParallel and Distributed SystemsD.H.J. Epema Parallel and Distributed Systems Group (PDS)Department of Software TechnologyFaculty EEMCS

  2. Contents • The PDS group • Research topics in the PDS group • Procedure for doing an MSc in the PDS group

  3. Parallel and Distributed Systems (1) • Faculty: • prof.dr.ir. H.J. Sips (full professor, chair) • ir.dr. D.H.J. Epema (associate professor) • dr. K.L. Langendoen (associate professor) • dr.ir. J.A. Pouwelse (assistant professor)

  4. Parallel and Distributed Systems (2) • PhD students and PostDocs • 10 PhD students, 4 PostDoc, 4 programmers • MSc students • 12 MSc students (Computer Science, Computer Engineering, Embedded Systems) • Location: 9th floor

  5. What is PDS about? • We make resources work: • CPUs, memories, power, networks • resource management, performance analysis • Internet applications: peer-to-peer systems (P2P) • Middleware: grids • Networked systems: wireless sensor networks (WSN) • HPC systems: parallel systems Common theme of our research: new concepts => design => implementation => analysis

  6. Research topic 1: Peer-to-peer systems • In most DSs, some nodes have more authority or functionality than others (e.g., in a client-server system) • In peer-to-peer systems, all nodes have the same authority and functionality, i.e., these systems are decentralized • Most P2P systems used for file sharing • Topics in P2P: • Searching for content • Downloading • Dynamics • Scalability • Freeriding P2P systems account for more than 50% of the Internet traffic

  7. P2P: TV distribution over the Internet • Distributing TV is the killer P2P application in the internet in the next decade • recorded: millions of PVRs form one huge repository (how to find things) • live: low-cost entry for content distributors (how to stream things) • P2P-TV forms a foundation for sharing with your friends (creating virtual communities) • content (you can have what I have) • interest profiles (you may like what I like) • P2P-TV is a viable and innovation-driving alternative to (server-client) IP-TV

  8. P2P: Research in Delft Tribler • Is based on the Bittorrent P2P file-sharing system • Looks at the peers as really representing actual users rather than as anonymous computer programs • Adds social-based functionality • De-anonymizes peers: • peers have a quasi-unique publicpermanent identifier, which • can be used to challenge a peer for its identity • Does recommendations on content to users • Has been released on 17 march 2006 • V4.0 released on may 23, 2007 • Has been downloaded about 150,000 times

  9. P2P: Research in Delft • Projects: • I-Share • TLP2PS • P2P-Fusion • P2P-Next People (in PDS): Johan Pouwelse Henk Sips Dick Epema Pawel Garbacki Michel Meulpolder Jan David Mol Jie Yang Maarten ten Brinke Freek Zindel Jelle Roozenburg Jacco Taal • More information: • www.cs.vu.nl/ishare • www.tribler.org • www.ewi.pds.tudelft.nl • (publications database) Tribler overview paper to appear in C&C-P&E, available on www.pds.ewi.tudelft.nl/~epema

  10. Research topic 2: grids • Grids are large wide-area collections of computer resources (supercomputers, clusters, networks, storage, etc) • Usually used for scientific research (simulations etc.) • Problems in grids: • Scheduling and resource management • Security (authentication, authorization, etc) • Programming models • …

  11. Research topic 2: grid scheduling load sharing and co-allocation Problems in grid scheduling: • Grid schedulers usually do not own resources themselves • Grid schedulers have to interface to different local schedulers • The set of grid resources is heterogeneous and dynamic • Workloads are heterogeneous and dynamic • Structure of applications GS local schedulers LS LS LS global job non-local job local jobs

  12. Grids: Research in Delft • The design and implementation of the KOALA co-allocating grid scheduler • Main goals: • processor co-allocation: (un)ordered/flexible jobs • data co-allocation: move large input files to the locations where the job components will run prior to execution • load sharing: in the absence of co-allocation • run alongside local schedulers • KOALA • is written in Java • uses Globus components (e.g., RSL and GridFTP) • for launching jobs uses its own mechanisms or Globus DUROC • has been deployed on the DAS2 in september 2005

  13. Grids: Research in Delft • People: • Dick Epema • Alexandru Iosup (grid interoperation) • Hashim Mohamed (design of KOALA) • Ozan Sonmez (scheduling) • Publications • see PDS publication database at www.pds.ewi.tudelft.nl • Web sites: • www.st.ewi.tudelft.nl/koala • grenchmark.st.ewi.tudelft.nl • gwa.ewi.tudelft.nl • Projects: • VL-e: www.vl-e.nl • GUARD-G, CoreGRID

  14. Research topic 3: Wireless sensor networks Moore’s law will bring us: • ultra low-power devices, with • small form factor, at • very low cost fostering a new range of networked embedded systems applications Smart Dust (1998): Autonomous sensing and communication in a cubic millimeter

  15. Imote BTnode rev3 Mica2 Tmote Sky TNOdes WSN: The first steps … • Develop COTS hardware • Develop software (TinyOS) • Run experiments • Prototype applications ATmega128L CPU (8-bit, 8 MHz) • 128 KB FLASH (program) • 4 KB DRAM (data memory) Chipcon CC1000 radio (868 MHz) • modulation: FSK 76.8 kBaud • output power: -20 to 10 dBm LOFAR-agro Delft/Wageningen

  16. Topics: self-configuration node localization low-bitrate communication ad-hoc routing in-network data processing time synchronization Constraints: robustness limited resources energy efficiency 5000 4400 4500 4000 3400 3500 3000 2500 1960 2000 1500 946 1000 447 226 500 47 50 70 43 0 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 WSN: Research #publications [ACM SenSys, IEEE SECON, EWSN, ACM Trans. on Sensor Networks, …]

  17. People: Koen Langendoen Gertjan Halkes (MAC) Aline Baggio (Localization) Muneeb Ali (Routing) Tom Parker (Data aggr) WSN: Research in Delft Projects: • LOFAR-agro (precision agriculture) • Relate (search & rescue) • Smart Surroundings (context awareness) • Consensus (networking fundamentals) IN4181: WSN seminar (4e kw) • 2 introduction lectures • 5 seminars (students presenting) • hands-on lab Facilities: • 24 node testbed • real-time power tracing

  18. handhelds: video streaming home cinema: set-top boxes Research topic 4: parallel systems high performance embedded systems

  19. Research topic 4: Sensors and HPC LOFAR processing huge streams of data

  20. Parallel Systems: Research in Delft • Projects: • Astrostream • Scalp • People: • Henk Sips • Alexander van Amesfoort • Rob van Nieuwpoort • Ana Varbanescu • Web sites: • astrostream.ewi.tudelft.nl • scalp.ewi.tudelft.nl

  21. PDS Lab facilities: the DAS-3 • five clusters • (one in Delft) • about 550 CPUs • 10-Gb lightpaths There is no end to the computing capacity required by many applications!! www.cs.vu.nl/das3

  22. PDS MSc Procedure • Make an appointment with the MSc coordinator: D.H.J. Epema (tel. 83853, d.h.j.epema@tudelft.nl • Fill out form with list of courses (on EEMCS web site) • PDS colloquium (every 2 months) • More information on www.pds.ewi.tudelft.nl: • “Research projects” • “MSc projects” (also previous MSc theses)

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