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Parallel ishlov berishning muqobil yondashuvlari


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Parallel ishlov berishning muqobil yondashuvlari:


Ilmiy hamjamiyat va sanoat, shuningdek, grafik ishlov berish bloklari (GPU) va mashinani o'rganish va sun'iy intellekt kabi aniq vazifalar uchun maxsus ko'p yadroli protsessorlar kabi parallel ishlov berishning muqobil yondashuvlarini o'rganmoqda. Ushbu muqobil yondashuvlar muammolarning muayyan sinflari uchun yanada samaraliroq echimlarni taklif qilishi mumkin.

Xulosa


Ko'p yadroli protsessor arxitekturasi sezilarli ishlash va parallel ishlov berish afzalliklarini taqdim etadi. Shu bilan birga, u miqyosda va quvvat sarfida ham cheklovlarga ega. Ko'p yadroli protsessorlarga Intel Core i7, AMD Ryzen va ARM big.LITTLE kiradi. Ko'p yadroli protsessorlarni ishlab chiqish davom etmoqda va protsessorlarning kelajak avlodlari texnologik tendentsiyalar va qiyinchiliklarga duch kelishadi, shuningdek, ishlash va energiya samaradorligini optimallashtirish uchun parallel ishlov berishning muqobil yondashuvlari.
Biz ko'p yadroli arxitekturaning rivojlanishini, ko'p yadroli protsessorlarning ishlash tamoyillarini, ularning afzalliklari va cheklovlarini ko'rib chiqdik, shuningdek, zamonaviy ko'p yadroli protsessorlarning misollarini va ularning rivojlanish istiqbollarini ko'rib chiqdik. Ko'p yadroli protsessorlar hisoblash texnologiyasini rivojlantirishning muhim bosqichini ifodalaydi va murakkab hisoblash muammolarini hal qilish uchun asosdir.


Foydalanilgan adabiyotlar va manbalar:





  1. Hennessy, J. L., & Patterson, D. A. (2017). Computer Architecture: A Quantitative Approach. Morgan Kaufmann.

  2. Tanenbaum, A. S., & Bos, H. (2014). Modern Operating Systems. Pearson.

  3. Sodani, A., & Taneja, P. (2012). Advanced Computer Architecture and Parallel Processing. PHI Learning.

  4. Flynn, M. J. (1996). Computer Architecture: Pipelined and Parallel Processor Design. Jones and Bartlett Publishers.

  5. Shen, J. P., & Lipasti, M. H. (2017). Modern Processor Design: Fundamentals of Superscalar Processors. Waveland Press.

  6. Hwu, W. W., & Chang, S. (2011). Advanced Computer Architecture: Parallelism, Scalability, Programmability. McGraw-Hill Education.

  7. Hagersten, E., & Black-Schaffer, D. (2011). Computer Architecture and Parallel Processing. Springer.

  8. Hill, M. D., & Jouppi, N. P. (2006). Readings in Computer Architecture. Morgan Kaufmann.

  9. Asanović, K., Bodik, R., Catanzaro, B. C., Gebis, J. J., Husbands, P., Keutzer, K., ... & Patterson, D. A. (2009). The landscape of parallel computing research: A view from Berkeley. Technical Report UCB/EECS- 2006-183, EECS Department, University of California, Berkeley.

  10. Intel Developer Zone: https://software.intel.com/

  11. AMD Developer Central: https://developer.amd.com/





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