Parallel Processing Pipeline for Genomic Sequence Analysis

Design a scalable, fault-tolerant parallel processing architecture for large-scale genomic sequence alignment that can handle petabyte-scale DNA datasets. The system must support dynamic workload distribution across heterogeneous compute clusters, with built-in error recovery mechanisms and precise memory management. Implement adaptive thread pooling that can dynamically adjust based on computational resource availability and sequence complexity. Include robust logging, performance metrics tracking, and the ability to resume interrupted processing without data loss.