An experimental evalutation of functions and MapReduce paradigm on Serverless computing architecture
Benchmarked various performance metrics of lambda functions execution on Serverless computing architecture using a set of workloads. Studied scalibility, computation and network overhead, and system latency. Also developed a simple map reduce job by chaining lambda functions.
February 2019 - April 2019
Discovering SHACL Constraints in RDF Data
Semi-autonomous algorithm for discovering Integrity constraints on RDF datasets for the purpose of data cleaning. Wrote optimizations and extensions for the algorithm, and experimented the system.
February 2019 - May 2019
Implementing of Network FileSystem v3 with commit protocol using libFUSE
Enhanced network filesystem with mechanisms for write commits, batch writing, preserving data consistenct and crash recovery.
January 2019 - February 2019