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| Content Provider | Springer Nature Link |
|---|---|
| Author | Kurzyniec, Dawid Sławińska, Magdalena Sławiński, Jarosław Sunderam, Vaidy |
| Copyright Year | 2007 |
| Abstract | Despite maturing in many ways, heterogeneous distributed computing platforms continue to require substantial effort in terms of software installation and management for efficient use, often necessitating manual intervention by resource providers and end-users. In this paper we propose a novel model of resource sharing that is a viable alternative to that commonly adopted in the grid community. Our model, termed Unibus, shifts the resource virtualization and aggregation responsibilities to the software at the client side, taking these burdens away from resource providers. Drawing from parallels with operating systems, we argue that distributed resources may be unified and aggregated at the user’s end, in a manner similar to ordinary peripheral devices. Running on the user’s access device, the overlay system software can virtualize remote resources via dynamically deployed software mediators analogous to device drivers, reconfiguring the resources if necessary via “firmware” modules. To illustrate the feasibility of the Unibus model, we have prototyped a development toolkit automating the installation, build, run, and post-processing stages of MPI applications. Through the provided console, this toolkit can deploy and configure an MPI execution environment across a set of heterogeneous, isolated distributed resources, turning them into a coherent virtual machine with a single interface point. We conducted a series of experiments with the NAS Parallel Benchmarks. Results indicate that the toolkit preserves the application performance of “bare” MPI, while substantially reducing maintenance and configuration efforts. Overall, the results suggest that the envisioned client side overlay model for resource sharing may potentially be able to address some of long-standing obstacles in building heterogeneous HPC systems. |
| Starting Page | 125 |
| Ending Page | 144 |
| Page Count | 20 |
| File Format | |
| ISSN | 09208542 |
| Journal | The Journal of Supercomputing |
| Volume Number | 42 |
| Issue Number | 1 |
| e-ISSN | 15730484 |
| Language | English |
| Publisher | Springer US |
| Publisher Date | 2007-03-09 |
| Publisher Place | Boston |
| Access Restriction | One Nation One Subscription (ONOS) |
| Subject Keyword | Resource sharing Virtualization Aggregation Grids MPI Computer Science Processor Architectures Programming Languages, Compilers, Interpreters |
| Content Type | Text |
| Resource Type | Article |
| Subject | Theoretical Computer Science Information Systems Hardware and Architecture Software |
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