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In this chapter, we discuss parallelism opportunities in modern CPUs. We cover all the topics shown in Figure 2.1. First, we show that parallelization already exists inside a single-threaded CPU core. We give a brief overview of instruction pipelining, and we explain superscalar and SIMD processors. Then, we move a step further to CPUs with more than one hardware thread inside a single core, the implications of simultaneous multithreading/hyperthreading, and how to utilize this architecture. Finally, we describe how we can efficiently achieve horizontal parallelism in multicores.