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We achieve up to 240× speedup compared with the optimized shared memory implementation of Libtensor.
A shared memory implementation shows that pPOP outperforms existing algorithms significantly.
Transactional memory implementation proposals exist for both hardware and software, as well as hybrid solutions.
The robustness with respect to a finite memory implementation of the control algorithm (which is based on the piecewise linear approximation theory) is guaranteed in the closed loop.
This dissertation demonstrates the feasibility of an MILP-based optimization approach that provides the minimum memory implementation of a set of communication channels within the deadline constraints of the tasks.
Vector LIDA is a variation of the LIDA cognitive architecture that employs high-dimensional Modular Composite Representation (MCR) vectors as its main representation model and Integer Sparse Distributed Memory as its main memory implementation technology.
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S. Bhattacharyya, P. Murthy, and E. A. Lee, "Two Complementary Heuristics for Translating Graphical DSP Programs into Minimum Memory Implementations," EECS Department, University of California, Berkeley, Tech.
All of these calculations used the single-transfer memory implementations and were run on compute nodes with dual Intel Xeon E5-2650 processors, four Tesla K20 GPUs, and 64GB RAM from the VULCAN cluster within the Lawrence Berkeley National Laboratory Supercluster.
Communication between processors at the subdomain boundaries is carried out with MPI message-passing library which enabled significant flexibility in porting the distributed-memory implementation of KIVA-3 to various architectures ranging from SGI Origin 2000 to Cray T3E and recently a Beowulf cluster.
We describe a recently developed acceleration technique that substantially reduces the overall work required by this algorithm and review the algorithmic highlights of a distributed-memory implementation of this approach.
Availability: A bounded-memory implementation is available in aroma.cn.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com