Scaling Genomics Data Processing with Memory-Driven Computing to Accelerate Computational Biology.
Matthias BeckerUmesh WorlikarShobhit AgrawalHartmut SchultzeThomas UlasSharad SinghalJoachim L. SchultzePublished in: ISC (2020)
Keyphrases
- computational biology
- data processing
- sequence analysis
- systems biology
- protein sequences
- machine learning
- molecular biology
- natural language processing
- recent advances
- protein structure prediction
- string kernels
- memory requirements
- biological processes
- gene expression profiling
- biological information
- biological sequences
- memory usage
- data analysis
- biological data
- data acquisition
- information retrieval
- transcription factors
- life sciences
- systems engineering
- high throughput
- natural language