PARALLELIZATION Meaning and
Definition
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Parallelization is the process of dividing a task into smaller, independent parts that can be executed simultaneously or in parallel, typically with the purpose of increasing efficiency and reducing the overall execution time. It involves parallel computing, which is the utilization of multiple processing elements working together to solve a problem faster than a single processing element could.
In parallelization, the workload is divided into smaller units of work and allocated to different processors or computing resources. Each processor then works independently on its allocated portion, processing and solving the task concurrently. These processors are often interconnected and communicate with each other to exchange information or synchronize their progress.
Parallelization is particularly beneficial for computationally intensive tasks, as it allows exploiting the capabilities of multiple cores or processors to execute the task in a fraction of the time it would take sequentially. It enables tasks to be divided into smaller, manageable parts that can be processed simultaneously, effectively harnessing the power of parallel processing and increasing overall system performance.
Effective parallelization requires careful analysis and design, as not all tasks can be easily parallelized. Dependencies between different parts of the task can limit the degree of parallelism or require synchronization mechanisms to ensure correctness. Additionally, the efficiency of parallelization depends on factors such as load balancing, communication overhead, and the availability of suitable hardware and software resources.
Common Misspellings for PARALLELIZATION
- oarallelization
- larallelization
- 0arallelization
- pzrallelization
- psrallelization
- pwrallelization
- pqrallelization
- paeallelization
- padallelization
- pafallelization
- patallelization
- pa5allelization
- pa4allelization
- parzllelization
- parsllelization
- parwllelization
- parqllelization
- paraklelization
- paraplelization
- paraolelization
- parallelizating
Etymology of PARALLELIZATION
The word "parallelization" is derived from the root word "parallel", which comes from the Greek word "parallēlos".
In Greek, "parallēlos" is a combination of "para", meaning "beside" or "parallel to", and "allēlos", meaning "one another" or "each other".
The suffix "-ization" denotes the process or action of making something. Therefore, "parallelization" refers to the act of making something parallel or organizing something in a parallel manner. In technology and computing, it specifically refers to the process of dividing a task or problem into smaller parts that can be executed simultaneously or in parallel to increase efficiency and speed.
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