From the chart, estimate (roughly) the number of transistors per IC in 2014. Using your estimate andMoore's Law, what would you predict the number of transistors per IC to be in2040?

In some applications, the variable being studied increases so quickly ("exponentially") that a regular graph isn't informative. There, a regular graph would show data close to 0 and then a sudden spike at the very end. Instead, for these applications, we often use logarithmic scales. We replace the y-axis tick marks of 1, 2, 3, 4, etc.with y-axis tick marks of 10¹=10, 10²=100, 10³=1000, 10⁴=10000, etc. In other words, the logarithms of the new tick marks are equally spaced.

Technology is one areawhere progress is extraordinarily rapid. Moore's Law states that the progress of technology (measured in different ways) doubles every 2 years. A common example counts the number of transitors per integrated circuit. A regular y-axis scale is appropriate when a trend is linear, i.e. 100 transistors, 200 transistors, 300 transistors, 400 transistors, etc. However, technology actually increased at a much quicker pace such as 100 transistors,.1,000 transistors, 10,000 transistors, 100,000 transistors,etc.

The following is a plot of the number of transistors per integrated circuit over the period 1971 - 2008 takenfromhttps://ourworldindata.org/technological-progress (that site contains a lot of data, not just for technology). At first, this graph seems to show a steady progression until you look carefully at the y-axis ... it's not linear. From the graph, it seems that from 1971 to 1981 the number of transistors went from about 1,000 to 40,000. Moore's Law predicts that in 10 years, it would double 5 times, i.e. go from 1,000 to 32,000, and the actual values (using very rough estimates) seemto support this.

Moore's Law - The number of transistors on integrated circuit chips (1971-2018) Our World Moore's law describes the empirical regularity that the number of transistors on integrated circuits doubles approximately every two years. in Data This advancement is important as other aspects of technological progress - such as processing speed or the price of electronic products - are linked to Moore's law. 50,000,000,000 72-core Xeon Phi Centriq 2400 GC2 IPU SPARC M7 core AMD Epyc IBM z13 Storage Controller Apple A12X Bionic 10,000,000,000 18-core Xeon Haswell-E5 Tegra Xavier SoC Xbox One main SoC Qualcomm Snapdragon 8cx/SCX8180 5,000,000,000 61-core Xeon Phi `HiSilicon Kirin 980 + Apple A12 Bionic 12-core POWERS HiSilicon Kirin 710 8-core Xeon Nehalem-EX U-core Core i7 Broadwells Six-core Xeon 7400 napdragon 835 Dual-core Itanium 29 Qual-core + GPU Iris Core 17 Broadwell-U Quad-core + GPU GT2 Core i7 Skylake K 1,000,000,000 Pentium D Presler POWER6 `Quad-core + GPU Core 17 Haswell Apple A7 (dual-core ARM64 "mobile SoC") 500,000,000 9 MB cache Core i7 (Quad) Itanium 2 Madison 6MO AMD K10 quad-core 2M L3 Core 2 Duo Wolfdale Pentium D Smithfield Itanium 2 Mckinley Core 2 Duo Conroe Core 2 Duo Wolfdale 3M Pentium 4 Prescott-2M() Core 2 Duo Allendale 100,000,000 AMD KB `Pentium 4 Cedar Mill Pentium 4 Prescott 50,000,000 Pentium 4 Northwood Barton Pentium 4 Willamette Atom Pentium II Mobile Dixon "Pentium III Tualatin AMD K7 . Pentium III Coppermine ARM Cortex-A9 AMD K6-III Transistor count 10,000,000 AMD K6 8Pentium III Katmai Pentium Prog Pentium II Deschutes 5,000,000 Pentium II Klamath Pentium AMD K5 SA-110 Intel 80480 1,000,000 34000 500,000 TI Explorer's 32-Dit Lisp machine chip ARM700 Intel 803860 1960 9 ARM 3 Motorola 68020 Q DEC 100,000 Intel 80286 MultiTitan 50,000 Intel 80186 Intel 80869 @ Intel 8088 OARM 2 "ARM 1 ARM 6 Motorola 650816 10,000 TMS 1000 Zilog Z80 6809 NC 4016 RCA 1802 X 5C02 5,000 Intel 8085 Intel 8008 Intel 8080 MOS Technology Intel 4004 1,000 1970 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 199 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 2016 2018logly Moore's Law - The number of transistors on integrated circuit chips (1971-2018) Our World Moore's law describes the empirical regularity that the number of transistors on integrated circuits doubles approximately every two years. in Data This advancement is important as other aspects of technological progress - such as processing speed or the price of electronic products - are 11 linked to Moore's law. 50,000,000,000 72-core Xeon Phi Centriq 2400 SPARC M7 GC2 IPU 32-core AMD Epyc IBM z13 Storage Controller Apple A12X Bionic 10 10,000,000,000 18-core Xeon Haswell-E5 Tegra Xavier SoC Xbox One main SoC. Qualcomm Snapdragon 8cx/SCX8180 5,000,000,000 61-core Xeon Phi 9 8 `HiSilicon Kirin 980 + Apple A12 Bior 12-core POWERS- O Hi Silicon Kirin 710 8-core Xeon Nehalem-EX JU-core Core 17 BroadwellLE Six-core Xeon 7400 Dual-core Itanium 20 Qual-core + GPU Iris Core 17 Broadwell-U Quad-core + GPU GT2 Core 17 Skylake K 9 1,000,000,000 Pentium D Presler POWER6 Quad-core + GPU Core 17 Haswell Itanium 2 with Apple A7 (dual-core ARM64 "mobile SoC") 500,000,000 Core i7 Itanium 2 Madison 6MO 0 quad-core 2M L3 Core 2 Duo Wolfdale Pentium D Smithfield Itanium 2 Mckinley Core 2 Duo Conroe Cell Core 2 Duo Wolfdale 3M Pentium 4 Prescott-2MO Core 2 Duo Allendale Pentium 4 Cedar Mill 8 100,000,000 AMD K8 Pentium 4 Prescott 50,000,000 Pentium 4 Northwoodo add Barton Pentium 4 Willamette Atom Pentium III Tualatin Pentium II Mobile Dixon AMD K7 Pentium III Coppermine ARM Cortex-A9 AMD K6-lil 7 Transistor count 10,000,000 AMD K6 OPentiurg Ill Katmai 5,000,000 Pentium Prog Klamath Pentium AMD K5 SA-110 Intel 80486 6 1,000,000 R4000 500,000 I Explorer's 32-bit isp machine chip ARM700 Intel 803860 19606 9 ARM 3 Motorola 68020 5 100,000 Intel 80286 MultiTitar Motorola 50,000 Intel 80186 Intel 80869 . Intel 8088 PARM 2 CARM 1 ARM 6 Motorola 650816 4 10,000 TMS 1000 Zilog Z80 680 NC4016 RCA 1802 int Intel 8085 COZ 5,000 Intel 8008 Intel 8080 Moto 185 Technology Intel 4004 3 1,000 197 1972 1974 1976 1978 1980 1982 1984 1986 1988 1990 92 1994 1996 1998 2000 2002 2004 2006 2008 2010 012 2014 016 2018