Patent
Coordinated version control system, method, and recording medium for parameter sensitive applications
Michel H. T. Hack,Yufei Ren,Yandong Wang,Li Zhang +3 more
- 31 May 2016
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TL;DR: In this article, a version vector based rule is used to generate aggregated parameters and determine when to return the parameters and coordinate the versions of aggregated parameter sets among all the parameter servers.
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Abstract: Version vector-based rules are used to facilitate asynchronous execution of machine learning algorithms. The method uses version vector based rule to generate aggregated parameters and determine when to return the parameters. The method also includes coordinating the versions of aggregated parameter sets among all the parameter servers. This allows to broadcast to enforce the version consistency; generate parameter sets in an on-demand manner to facilitate version control. Furthermore the method includes enhancing the version consistency at the learner's side and resolving the inconsistent version when mismatching versions are detected.
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Citations
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Zachary B. Okun,Wright Eric Jonathan,Daniel J. Pirone,Thomas R. Unger,Alixandra M. Han +4 more
- 18 Sep 2015
TL;DR: In this article, a software and hardware facility persistently maintains metrics on directories at different levels within a tree of a filesystem and stores them as metric values in each directory within the tree.
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Aaron J. Passey,Kevin Ross O'Neill,Peter J. Godman,Iain Peet +3 more
- 17 Jun 2016
TL;DR: In this article, a software and hardware facility persistently maintains metrics on directories at different levels within a tree of a filesystem and stores them as metric values in each directory within the tree.
9
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Aaron J. Passey,Neal T. Fachan,Peter Godman +2 more
- 13 Mar 2015
TL;DR: In this article, a transactional block storage system is provided which is capable of supporting a single-phase commit for data writes specifying a protected storage unit, and the storage system includes a data storage map that logically links the protected data storage unit to two or more block storage units associated with a layer of the protected unit.
4
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Aggregating alternate data stream metrics for file systems
Unger Thomas R,Kirby Michael Patrick,Urban Thomas Scott,Fitz Michael R,Zhang Boyu +4 more
- 02 Mar 2021
TL;DR: In this article, a reconcile engine is used to determine a parent object of an object, and the parent object may be placed on the reconcile list for reconciling in turn, such that an acknowledgment of the request may be provided to the client.
Patent
Preventing data leakage via version control systems
Pridgen Adam Thomas
- 11 May 2021
TL;DR: In this paper, a computer system prevents data leakage via version control systems by identifying outgoing traffic that is destined for an external server hosting a version control system and searching the external server to determine whether potentially sensitive information has been uploaded.
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