In this chapter, we looked into the design of parallel algorithms and the design issues of large-scale algorithms. We looked into using parallel computing and GPUs to implement large-scale algorithms. We also looked into how we can use Spark clusters to implement large-scale algorithms.

In this chapter, we learned about issues related to large-scale algorithms. We looked into the issues related to parallelizing algorithms and the potential bottlenecks created in the process.

In the next chapter, we will look at some practical aspects of implementing algorithms.