As detailed in the Implementation section, the pipeline workflow follows a state-of-the-art implementation of the exome sequencing analysis [ 50] (Additional file 1).
The Computational Optimization Research Center carries out advanced studies in the solution of difficult, large-scale optimization problems, with special focus on state-of-the-art implementation of modern algorithms.
I will first describe a serializable multi-versioning mechanism that decouples conflicting reads and writes, and subsequently outperforms a state-of-the-art implementation of the weaker guarantee of snapshot isolation by over 3x.
To increase the smoothness and the accuracy of the solution obtained using the state-of-the-art implementation of DP known as level-set DP, an improved version is developed, making use of adaptive grids for discretization.
Since the BK algorithm has been widely reported to be faster than its alternatives, we compare our approach with the state-of-the-art implementation of the BK algorithm [28].
However, having aged with little improvements, we do not deem the PID generator suitable for a state-of-the-art implementation of research infrastructure anymore.
Further, in-depth analyses as well as state-of-the-art implementation of more complex assumptions have been described [ 28- 30].
Our results are compared to existing state-of-the-art implementations of SpMV, and to the dense BLAS2 performance.
Finally, we provide a comparison of our hardware implementation to other state-of-the-art implementations of the core algorithms and the corresponding limitations.
We present three state-of-the-art implementations of solutions to this problem, namely the CryptDB, Arx, and Seabed database systems.
The proposednoises Algorithmed Gaussian with zero mean and covariances (13).
