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Scalability Using the example of Grid computing systems, explain which techniques can be used to deal with 6pt size scalability, geographical scalability, and administrative scalability

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Department of Computer Science Exam Distributed Systems

Vrije Universiteit Exam code: X 400130

Dr. T. Kielmann 05 – 02 – 2014

This is a “closed book” exam.

No printed materials or electronic devices are admitted for use during the exam.

You are supposed to answer the questions in English.

Wishing you lots of success with the exam!

Grading: The final grade is calculated by accumulating the scores per question (maximum: 90 points), and adding 10 bonus points. The maximum total is therefore 100 points. To pass the exam, it is sufficient to get at least 55 points.

1. Scalability

Using the example of Grid computing systems, explain which techniques can be used to deal with 6pt size scalability, geographical scalability, and administrative scalability. (be brief, one technique each!)

2. Architecture

2.a: Sketch a middleware organization in which communicating processes are decoupled in space.

5pt 2.b: In a shared data space, processes are also decoupled in time. What does this mean and why is it so difficult to find scalable solutions for communication for shared data spaces? 7pt 3. Stream Communication

3.a: Give the definitions for synchronous and isochronous transmission. 4pt 3.b: Which technique can be implemented to reduce the effects of jitter on streaming applications?

4pt 3.c: How can multiple, related streams (e.g., two audio and a video channel of a movis) be syn-

chronized with each other for replay at the receiver side? 3pt

4. Gossiping

4.a: Explain the basics how gossiping algorithms work. 4pt

4.b: How can gossiping be used to estimate the number of nodes involved in the gossiping algo-

rithm? 6pt

5. Logical clocks

5.a: Explain how Lamport’s logical clocks work. 6pt

5.b: Explain how totally ordered multicast can be implemented with Lamport’s logical clocks. 8pt 5.c: Provide an alternative implementation that realizes totally ordered multicasting.

6pt

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6. Consistency

6.a: Why is the following data store not sequentially consistent? Is it causally consistent? Explain

your answer. 6pt

P1: W(x)a

P2: W(x)b

P3: R(x)b R(x)a

P4: R(x)a R(x)b

6.b: Consider a system that combines read-your-writes consistency with writes-follow-reads con- sistency. Is this system also sequentially consistent? Explain your answer. 6pt 7. Two-phase commit (2PC)

7.a: Explain the two-phase commit (2PC) protocol and draw the state diagrams for coordinator and

participants. 8pt

7.b: What happens in 2PC when the coordinator fails and all participants are ready to commit? 5pt 7.c: If you were to implement 2PC, what would you do in the case that the coordinator does not

receive an answer from a participant? 6pt

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