HiPipe

HiPipe processes next-generation sequencing (NGS) data using high-performance pipelines to accelerate analyses in epigenomics, transcriptomics, and metagenomics.

Key Features:

• High-Performance Pipelines: Optimized computational workflows reduce processing time for large-scale NGS datasets.
• Scalability: Manages computational resources to accommodate high-throughput and variable dataset sizes.
• Versatility: Supports NGS applications including epigenomics, transcriptomics, and metagenomics.
• Parallel Processing: Employs multicomputer-type parallel processing to enhance throughput and performance.
• Load-Balancing Techniques: Implements load-balancing strategies inspired by 2-dimensional butterfly data shuffling.
• Parallel Architecture: Operates with multicomputer architectures featuring 128 processing elements connected via a mesh network.

Scientific Applications:

• Epigenomics: Processing and analysis of epigenomic NGS datasets.
• Transcriptomics: Processing and analysis of transcriptomic NGS datasets.
• Metagenomics: Analysis of metagenomic NGS datasets.

Methodology:

Uses optimized computational workflows, multicomputer parallel processing with 128 processing elements connected via a mesh network, and load-balancing based on 2-dimensional butterfly data shuffling.