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biological-sequences-comparisons-number-estimator

An estimator for the number of biological sequence comparisons to be processed. Requires the number of unique sequences (n), where each sequence seqi must be compared against all the others without repetitions, and the maximum simultaneous sequences that are compared against seqi at a time (maxS).

ccpe-2022-mapreduce-spark-cloud

Data and other artifacts supporting the results obtained in the CCPE Special Issue Paper entitled "Optimizing Computational Costs of Spark for SARS-CoV-2 Sequences Comparisons on a Commercial Cloud" (NUNES et al., 2023).

cresp-model

crespark

CRESPark: a computational cost optimization model for executing MapReduce-like Spark applications in the Cloud. It employs Multiple Regression Analysis (MRA) to obtain the time cost of a MapReduce application by estimating the beta parameters from a training dataset. Based on the training result, it recommends the optimal amount of cloud resources.

cryptoscrutator

CryptoScrutator: An Basic Cryptocoins Predictor.

dataset-splitter

Command line tool to split one dataset directory into multiple partitions. Currently supports image classification dataset and balanced partitioning mode.

diff-sequences-spark

Diff Sequences Spark: a MapReduce-like Spark application that identifies the positions of all the mismatching nucleotide characters given the input biological sequences stored as FASTA-formatted files and the desired characters interval region for each.

distributed-mutual-exclusion-algorithms

Distributed mutual exclusion algorithms studies and approaches.

fasta-splitter

Command line tool to split one multiple sequence fasta file into individual sequences fasta files.

flowering

Flowering: Experimentation of the Flower Federated Learning Framework.

nearest_neighbor_interpolation_cuda

The Nearest Neighbor Interpolation Algorithm Implemented for C Programming Language Using CUDA API.

simple_scheduler_brkga

sparking-cloud

An open-source tool to deploy and run Apache Spark clusters on public clouds.

tutorials

vm-revoker

VM Revoker: a virtual machine (VM) instances revoking simulator. Currently supports Poisson process simulation.

word-count-spark