/needleman-wunsch-hadoop-spark

A Parallel Implementation of Needleman-Wunsch Algorithm in Python using Apache Hadoop and Apache Spark. The same was implemented in C using different parallel techniques for the comparison.

Primary LanguageC

🔹 Project Year: 2016 🔹

🚀 my first hadoop project 🚀

Needleman-Wunsch Algorithm: Parallel Implementation of Needleman-Wunsch Algorithm using Hadoop-Spark and C

A Parallel Implementation of Needleman-Wunsch Algorithm in Python using Apache Hadoop and Apache Spark. The same was implemented in C using different parallel techniques for the comparison.

  • Technologies: C, Pthreads, Python, Apache Hadoop, Apache Spark
  • Tools and OS: Atom, Ubuntu
  • Platform: Hadoop Cluster
  • Lines of Code: 607
  • Duration: 1 Week (OCT 2016)

Comparison of Implementations in C

table chart

Implementation in Python on Hadoop-Spark

hadoop-spark