Directoryless shared memory architecture using thread migration and remote access
Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2014. === Cataloged from PDF version of thesis. === Includes bibliographical references (pages 101-106). === Chip multiprocessors (CMPs) have become mainstream in recent years, and, for...
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ndltd-MIT-oai-dspace.mit.edu-1721.1-900012019-05-02T15:57:22Z Directoryless shared memory architecture using thread migration and remote access Shim, Keun Sup Srinivas Devadas. Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science. Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science. Electrical Engineering and Computer Science. Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2014. Cataloged from PDF version of thesis. Includes bibliographical references (pages 101-106). Chip multiprocessors (CMPs) have become mainstream in recent years, and, for scalability reasons, high-core-count designs tend towards tiled CMPs with physically distributed caches. In order to support shared memory, current many-core CMPs maintain cache coherence using distributed directory protocols, which are extremely difficult and error-prone to implement and verify. Private caches with directory-based coherence also provide suboptimal performance when a thread accesses large amounts of data distributed across the chip: the data must be brought to the core where the thread is running, incurring delays and energy costs. Under this scenario, migrating a thread to data instead of the other way around can improve performance. In this thesis, we propose a directoryless approach where data can be accessed either via a round-trip remote access protocol or by migrating a thread to where data resides. While our hardware mechanism for fine-grained thread migration enables faster migration than previous proposals, its costs still make it crucial to use thread migrations judiciously for the performance of our proposed architecture. We, therefore, present an on-line algorithm which decides at the instruction level whether to perform a remote access or a thread migration. In addition, to further reduce migration costs, we extend our scheme to support partial context migration by predicting the necessary thread context. Finally, we provide the ASIC implementation details as well as RTL simulation results of the Execution Migration Machine (EM² ), a 110-core directoryless shared-memory processor. by Keun Sup Shim. Ph. D. 2014-09-19T21:33:39Z 2014-09-19T21:33:39Z 2014 2014 Thesis http://hdl.handle.net/1721.1/90001 890132747 eng M.I.T. theses are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. See provided URL for inquiries about permission. http://dspace.mit.edu/handle/1721.1/7582 110 pages application/pdf Massachusetts Institute of Technology |
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Electrical Engineering and Computer Science. Shim, Keun Sup Directoryless shared memory architecture using thread migration and remote access |
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Thesis: Ph. D., Massachusetts Institute of Technology, Department of Electrical Engineering and Computer Science, 2014. === Cataloged from PDF version of thesis. === Includes bibliographical references (pages 101-106). === Chip multiprocessors (CMPs) have become mainstream in recent years, and, for scalability reasons, high-core-count designs tend towards tiled CMPs with physically distributed caches. In order to support shared memory, current many-core CMPs maintain cache coherence using distributed directory protocols, which are extremely difficult and error-prone to implement and verify. Private caches with directory-based coherence also provide suboptimal performance when a thread accesses large amounts of data distributed across the chip: the data must be brought to the core where the thread is running, incurring delays and energy costs. Under this scenario, migrating a thread to data instead of the other way around can improve performance. In this thesis, we propose a directoryless approach where data can be accessed either via a round-trip remote access protocol or by migrating a thread to where data resides. While our hardware mechanism for fine-grained thread migration enables faster migration than previous proposals, its costs still make it crucial to use thread migrations judiciously for the performance of our proposed architecture. We, therefore, present an on-line algorithm which decides at the instruction level whether to perform a remote access or a thread migration. In addition, to further reduce migration costs, we extend our scheme to support partial context migration by predicting the necessary thread context. Finally, we provide the ASIC implementation details as well as RTL simulation results of the Execution Migration Machine (EM² ), a 110-core directoryless shared-memory processor. === by Keun Sup Shim. === Ph. D. |
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Srinivas Devadas. |
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Srinivas Devadas. Shim, Keun Sup |
author |
Shim, Keun Sup |
author_sort |
Shim, Keun Sup |
title |
Directoryless shared memory architecture using thread migration and remote access |
title_short |
Directoryless shared memory architecture using thread migration and remote access |
title_full |
Directoryless shared memory architecture using thread migration and remote access |
title_fullStr |
Directoryless shared memory architecture using thread migration and remote access |
title_full_unstemmed |
Directoryless shared memory architecture using thread migration and remote access |
title_sort |
directoryless shared memory architecture using thread migration and remote access |
publisher |
Massachusetts Institute of Technology |
publishDate |
2014 |
url |
http://hdl.handle.net/1721.1/90001 |
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AT shimkeunsup directorylesssharedmemoryarchitectureusingthreadmigrationandremoteaccess |
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