|Bharadwaj, Veeravalli / Ghose, Debasish / Mani, Venkataraman / Robertazzi, Thomas G.|
Scheduling Divisible Loads in Parallel and Distributed Systems
1996. 308 Pages, Softcover
ISBN 978-0-8186-7521-8 - John Wiley & Sons
This book provides an in-depth study concerning a claqss of problems in the general area of load sharing and balancing in parallel and distributed systems. The authors present the design and analysis of load distribution strategies for arbitrarily divisible loads in multiprocessor/multicomputer systems subjects to the system constraints in the form of communication delays. In particular, two system architecture-single-level tree or star network, and linear network-are thoroughly analyzed.
The text studies two different cases, one of processors with front-ends and the other without. It concentrates on load distribution strategies and performance analysis, and does not cover issues related to implementation of these strategies on a specific system. The book collates research results developed mainly by two groups at the Indian Institute of Science and the State University of New York at Stony Brook. It also covers results by other researchers that have either appeared or are due to appear in computer science literature. The book also provides relevant but easily understandable numerical examples and figures to illustrate important concepts. It is the first book in this area and is intended to spur further research enabling these ideas to be applied to a more general class of loads. The new methodology introduced here allows a close examination of issues involving the integration of communication and computation. In fact, what is presented is a new "calculus" for load sharing problems.
From the contents
2. The System Model.
3. Load Distribution in Linear Networks.
4. Load Distribution in Tree and Bus Networks.
5. Optimality Conditions for Load Distribution.
6. Analytical Results for Linear Networks.
7. Optimal Sequencing and Arrangement in Single-Level Tree Networks.
8. Asymptotic Performance Analysis: Linear and Tree Networks.
9. Efficient Utilization of Front Ends in Linear Networks.
10. Multi-Installment Load Distribution in Single-Level Tree Networks.
11. Multi-Installment Load Distribution in Linear Networks.
12. Multi-Job Load Distribution in Bus Networks.
13. Future Research Directions.