Before revision:  We argue that ASPC can reduce compute time costs and resource usage cost for large scale clustering  while being serialized  and hence has no obvious parallelization requirement.
After revision:  We apply it to time-series data-sets as large as 20,000 assets and we argue that ALC can reduce compute time costs and resource usage cost for large scale clustering while being serialized and hence has no obvious parallelization requirement.