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However, it is also irregular, which typically leads to reduced opportunities for optimized execution on parallel systems.
For generating this model, SymRT uses the Optimized Execution Time Analyzer (OETA) module which essentially offers direct interaction with JPF-Symbc-rt through the interface of SymRT.
Therefore, an optimized execution of the pipeline could be achieved by dynamically seeking the best resource mapping.
While parallelization provides a chance of optimized execution, it is also true that the SAGA-Pilot-based pipeline running on EC2 cannot avoid some amounts of overhead associated with the use of distributed cyberinfrastructure and thus it is important to know how much they contribute.
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In addition to the implementation of dynamics scheduling, to further achieve more optimized executions of eThread on EC2 or similar DCI, we could consider other task-level parallelization and data parallelization ideas that we do not present in this work.
This corresponds to 25% absolute GPU efficiency against the peak theoretical performance, and is about 100 times faster than an equivalent single-core CPU Intell Xeon X5460) compiler-optimized execution.
Table 5 confirms that the optimized implementation with the algorithm execution on DSP-based camera significantly improves the execution time over the other two versions of the system.
Note that our program code was developed with basic level of efficiency and has not been optimized for execution speed.
For example, Cassandra is known for being very highly optimized during execution of writes (inserts) and is not able to show the same performance during reads [21, 91].
The ECL compiler generates highly optimized C++ for execution.
It is important to note that the code has not been fully optimized for parallel execution yet, hence there is room in this sense for further improvements of time performance.
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