Very Large Scale Integration is the technology used now a day everywhere. Diploma as well as degree students can refer this
(For Downloads, send me mail
agarwal.avanish@yahoo.com)
It was a company which designed and manufactured custom and semi-custom Ics."Are you looking best Real time final year engineering projects for ece in bangalore.embedded innovation lab is the right place."
I made this presentation for you , I hope its useful for you all, and I hate Plagiarism please, I also used some slides here but I mentioned all in the last slide :)
Hope you can get benefits from it
Very Large Scale Integration is the technology used now a day everywhere. Diploma as well as degree students can refer this
(For Downloads, send me mail
agarwal.avanish@yahoo.com)
It was a company which designed and manufactured custom and semi-custom Ics."Are you looking best Real time final year engineering projects for ece in bangalore.embedded innovation lab is the right place."
I made this presentation for you , I hope its useful for you all, and I hate Plagiarism please, I also used some slides here but I mentioned all in the last slide :)
Hope you can get benefits from it
In this presentation of mine, a basic Design approach of VLSI has been explained. The ppt explains the market level of VLSI and also the fabrication process and also its various applications. An integration of various switches, gates, etc on Ic's has also been showcased in the same.
VLSI stands for Very Large Scale integration is the art of integrating millions of transistors on a Silicon Chip. Researchers are working to incorporate large scale integration of electronic devices on a single silica chip “Integrated Circuit or IC” to fulfill the market demand. Here, in this presentation we will learn introduction and history of VLSI, VLSI Design Style and Flow, VLSI Design Approaches, CPLD, FPGA, Programmable Logic Arrays, Xilinx vs. Altera Design tools, flow and files.
The CMOS VLSI DESIGN PPT had the complete vision on VLSI Design styles in chip fabrication. It can give a good amount of knowledge to the students who needs VLSI Design
TYPES OF PLACEMENT,GOOD PLACEMENT VS. BAD PLACEMENT ,ALGORITHMS, ASIC DESIGN FLOW DIAGRAM,DEFINITION OF PLACEMENT,TECHNIQUES USED FOR PLACEMENT,PLACEMENT TRENDS,SOLUTIONS
In this presentation of mine, a basic Design approach of VLSI has been explained. The ppt explains the market level of VLSI and also the fabrication process and also its various applications. An integration of various switches, gates, etc on Ic's has also been showcased in the same.
VLSI stands for Very Large Scale integration is the art of integrating millions of transistors on a Silicon Chip. Researchers are working to incorporate large scale integration of electronic devices on a single silica chip “Integrated Circuit or IC” to fulfill the market demand. Here, in this presentation we will learn introduction and history of VLSI, VLSI Design Style and Flow, VLSI Design Approaches, CPLD, FPGA, Programmable Logic Arrays, Xilinx vs. Altera Design tools, flow and files.
The CMOS VLSI DESIGN PPT had the complete vision on VLSI Design styles in chip fabrication. It can give a good amount of knowledge to the students who needs VLSI Design
TYPES OF PLACEMENT,GOOD PLACEMENT VS. BAD PLACEMENT ,ALGORITHMS, ASIC DESIGN FLOW DIAGRAM,DEFINITION OF PLACEMENT,TECHNIQUES USED FOR PLACEMENT,PLACEMENT TRENDS,SOLUTIONS
Mechanical Engineering course and classes prepares candidate for the Graduate Aptitude Test in engineering by wrap all topics in aspect. All the chapters are alienated in topics and sub-topics with objective GATE pattern practice questions.
Biosensor is the Talk of The Day. It made possible, the conversion of yesteryear's cumbersome experiments to an easier, faster all the while improving its sensitivity and specificity. This article will help you to gain an acquaintance about it, its properties, etc.
Moore's law scaling in the sub-100nm technology nodes, while providing for increased circuit density, is no longer driving sufficient
cost/performance improvements generation to generation. The industry is driving towards tightly coupled pieces of the entire stack
- from technology, processors, memory, firmware, operating systems, accelerators, io, hardware/software co-optimization to get there.
The Open Compute Project & the OpenPOWER consortium are two examples of collaborative innovation that could define
open hardware development to address this cost/performance requirement.
INCREASING THE TRANSISTOR COUNT BY CONSTRUCTING A TWO-LAYER CRYSTAL SQUARE ON...ijcsit
According to the Moore’s law, the number of transistor should be doubled every 18 to 24 months. The main
factors of increasing the number of transistor are: a density and a die size. Each of them has a serious physical limitation; the first one “density” may be reached “Zero” after few years, which causes limitation
in performance and speed of a microprocessor, the second one “die size” cannot be increased every 2
years, it must be fixed for several years, otherwise it will affect the economical side. This article aims to
increase the number of transistors, which increase the performance and the speed of the microprocessor
without or with a little bit increasing the die size, by constructing a two-layer crystal square for transistors,
which allows increasing the number of transistors two additional times. By applying the new approach the
number of transistors in a single chip will be approximately doubled every 24 months according to Moore’s
Law without changing rapidly the size of a chip (length and width), only the height of a chip must be
changed for putting the two layers.
VLSI stands for Very Large Scale Integrated Circuits.
SSI – Small Scale Integration (50s and 60s)
1 – 10 transistors
Simple logic gates
MSI – Medium Scale Integration(70s)
10-100 transistors
logic functions, counters, etc
LSI – Large Scale Integration(80s)
100-10,000 transistors
First microprocessors on the chip
Moore’s Law Effect on Transistors EvolutionEditor IJCATR
With respect to time increasing in the number of transistors has a great effect on the performance and the speed of
processors. In this paper we are comparing the transistors evolution related to Moore’s law. According to the Moore’s law the
number of transistors should be double every 24 month. The effect of increasing processors design complexity also increases the
power consumption and cost of design efforts. In this paper we discuss the methods and procedures to scale the hardware complexity
of processors.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Accelerate your Kubernetes clusters with Varnish CachingThijs Feryn
A presentation about the usage and availability of Varnish on Kubernetes. This talk explores the capabilities of Varnish caching and shows how to use the Varnish Helm chart to deploy it to Kubernetes.
This presentation was delivered at K8SUG Singapore. See https://feryn.eu/presentations/accelerate-your-kubernetes-clusters-with-varnish-caching-k8sug-singapore-28-2024 for more details.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
"Impact of front-end architecture on development cost", Viktor TurskyiFwdays
I have heard many times that architecture is not important for the front-end. Also, many times I have seen how developers implement features on the front-end just following the standard rules for a framework and think that this is enough to successfully launch the project, and then the project fails. How to prevent this and what approach to choose? I have launched dozens of complex projects and during the talk we will analyze which approaches have worked for me and which have not.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Kubernetes & AI - Beauty and the Beast !?! @KCD Istanbul 2024Tobias Schneck
As AI technology is pushing into IT I was wondering myself, as an “infrastructure container kubernetes guy”, how get this fancy AI technology get managed from an infrastructure operational view? Is it possible to apply our lovely cloud native principals as well? What benefit’s both technologies could bring to each other?
Let me take this questions and provide you a short journey through existing deployment models and use cases for AI software. On practical examples, we discuss what cloud/on-premise strategy we may need for applying it to our own infrastructure to get it to work from an enterprise perspective. I want to give an overview about infrastructure requirements and technologies, what could be beneficial or limiting your AI use cases in an enterprise environment. An interactive Demo will give you some insides, what approaches I got already working for real.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
3. The beginning
Microprocessors are essential to many of the productsMicroprocessors are essential to many of the products
we use every day such as TVs, cars, radios, homewe use every day such as TVs, cars, radios, home
appliances and of course, computers. Transistors areappliances and of course, computers. Transistors are
the main components of microprocessors.the main components of microprocessors.
At their most basic level, transistors may seemAt their most basic level, transistors may seem
simple. But their development actually required manysimple. But their development actually required many
years of painstaking research. Before transistors,years of painstaking research. Before transistors,
computers relied on slow, inefficient vacuum tubescomputers relied on slow, inefficient vacuum tubes
and mechanical switches to process information. Inand mechanical switches to process information. In
1958, engineers managed to put two transistors onto a1958, engineers managed to put two transistors onto a
Silicon crystal and create the first integrated circuit,Silicon crystal and create the first integrated circuit,
which subsequently led to the firstwhich subsequently led to the first
microprocessor.microprocessor.
5. Significant Breakthroughs
Transistor size: Intel’s research labs have recently shown the world’s smallest
transistor, with a gate length of 15nm. We continue to build smaller and smaller
transistors that are faster and faster. We've reduced the size from 70 nanometer to 30
nanometer to 20 nanometer, and now to 15 nanometer gates.
Manufacturing process: A new manufacturing process called 130 nanometer process
technology (a nanometer is a billionth of a meter) allows Intel today to manufacture
chips with circuitry so small it would take almost 1,000 of these "wires" placed side-
by-side to equal the width of a human hair. This new 130-nanometer process has
60nm gate-length transistors and six layers of copper interconnect. This process is
producing microprocessors today with millions of transistors and running at multi-
gigahertz clock speeds.
Wafer size: Wafers, which are round polished disks made of silicon, provide the base
on which chips are manufactured. Use a bigger wafer and you can reduce
manufacturing costs. Intel has begun using a 300 millimeter (about 12 inches)
diameter silicon wafer size, up from the previous wafer size of 200mm (about 8
inches).
6. Major Design Challenges
Microscopic issues
– ultra-high speeds
– power dissipation and
supply rail drop
– growing importance of
interconnect
– noise, crosstalk
– reliability,
manufacturability
– clock distribution
Macroscopic issues
– time-to-market
– design complexity
(millions of gates)
– high levels of
abstractions
– design for test
– reuse and IP,
portability
– systems on a chip
(SoC)
– tool interoperability
$360 M800800 MHz130 M Tr.0.132002
$160 M360600 MHz32 M Tr.0.181999
$120 M270500 MHz20 M Tr.0.251998
$90 M210400 MHz13 M Tr.0.351997
Staff CostsStaff SizeFrequencyComplexityTech.Year
7. Integrated Circuits
Digital logic is implemented using transistors in
integrated circuits containing many gates.
– small-scale integrated circuits (SSI) contain 10
gates or less
– medium-scale integrated circuits (MSI) contain 10-
100 gates
– large-scale integrated circuits (LSI) contain up to 104
gates
– very large-scale integrated circuits (VLSI) contain
>104
gates
Improvements in manufacturing lead to ever
smaller transistors allowing more per chip.
– >107
gates/chip now possible; doubles every 18
8. What are shown on previous diagrams cover only the so called front end‑What are shown on previous diagrams cover only the so called front end‑
processing fabrication steps that go towards forming the devices and‑processing fabrication steps that go towards forming the devices and‑
inter connections between these devices to produce the functioning IC's. The‑inter connections between these devices to produce the functioning IC's. The‑
end result are wafers each containing a regular array of the same IC chip orend result are wafers each containing a regular array of the same IC chip or
die. The wafer then has to be tested and the chips diced up and the good chipsdie. The wafer then has to be tested and the chips diced up and the good chips
mounted and wire bonded in different types of IC package and tested again‑mounted and wire bonded in different types of IC package and tested again‑
before being shipped out.before being shipped out.
From Howe, Sodini: Microelectronics:An
Integrated Approach, Prentice Hall
9. Moore’s Law
Gordon E. Moore - Chairman Emeritus of Intel Corporation
1965 - observed trends in industry - # of transistors on ICs vs.
release dates:
– Noticed number of transistors doubling with release of
each new IC generation
– release dates (separate generations) were all 18-24
months apart
Moore’s Law:
– The number of transistors on an integrated circuit will
double every 18 months
The level of integration of silicon technology as measured in terms of
number of devices per IC
This comes about in two ways – size reduction of the individual
devices and increase in the chip or dice size
As an indication of size reduction, it is interesting to note that feature
size was measured in mils (1/1000 inch, 1 mil = 25 mm) up to early
1970’s, whereas now all features are measured in mm’s (1 mm = 10-6
-4
10. • In 1965, Gordon Moore predicted that the number of transistors that can beIn 1965, Gordon Moore predicted that the number of transistors that can be
integrated on a die would double every 18 to 14 monthsintegrated on a die would double every 18 to 14 months
• i.e., grow exponentially with timei.e., grow exponentially with time
• Amazing visionary – million transistor/chip barrier was crossed in the 1980’s.Amazing visionary – million transistor/chip barrier was crossed in the 1980’s.
– 2300 transistors, 1 MHz clock (Intel 4004) - 19712300 transistors, 1 MHz clock (Intel 4004) - 1971
– 42 Million, 2 GHz clock (Intel P4) - 200142 Million, 2 GHz clock (Intel P4) - 2001
– 140 Million transistor (HP PA-8500)140 Million transistor (HP PA-8500)
Moore’s LawMoore’s Law
Source: Intel web page (www.intel.com)
11. Moore’s Law
From Intel’s 4040 (2300 transistors) to
Pentium II (7,500,000 transistors) and
beyond
Relative sizes of ICs in graph
12. Ever since the invention of integrated circuit, the smallest feature size has
been reducing every year. Currently (2002) the smallest feature size is about
0.13 micron. At the same time the number transistors per chip is increasing
due to feature size reduction and increase in chip area. Classic example is
the case of memory chips: Gordon Moore of Intel in early 1970s found that:
“density” (bits per chip) growing at the rate of four times in 3 to 4 years -
often referred to as Moore’s Law. In subsequent years, the pace slowed
down a bit, data density has doubled approximately every 18 months –
current definition of Moore’s Law.
13. Limits of Moore’s Law?
Growth expected until 30 nm gate length (currently: 180 nm)
– size halved every 18 mos. - reached in
2001 + 1.5 log2((180/30)2
) = 2009
– what then?
Paradigm shift needed in fabrication process
14. Technological Background of the
Moore’s Law
To accommodate this change, the size of the
silicon wafers on which the integrated circuits are
fabricated have also increased by a very significant
factor – from the 2 and 3 in diameter wafers to the
8 in (200 mm) and 12 in (300 mm) diameter wafers
The latest catch phrase in semiconductor
technology (as well as in other material science) is
nanotechnology – usually referring to GaAs devices
based on quantum mechanical phenomena
These devices have feature size (such as film
thickness, line width etc) measured in nanometres
or 10-9
metres
15. Recurring Costs
cost of die + cost of die test + costof packagingvariable cost =----------------------------------------------------------------
final test yield
cost of wafercost of die = -----------------------------------dies per wafer × die yield
π × (wafer diameter/2)2
π × wafer diameter
dies per wafer = ---------------------------------- −---------------------------
die area √ 2 × die area
die yield = (1 + (defects per unit area × die area)/α)-α
16. Yield Example
Example
wafer size of 12 inches, die size of 2.5 cm2
, 1 defects/cm2
,
α = 3 (measure of manufacturing process complexity)
252 dies/wafer (remember, wafers round & dies square)
die yield of 16%
252 x 16% = only 40 dies/wafer die yield !
Die cost is strong function of die area
proportional to the third or fourth power of the die area
19. Die Size Growth
4004
8008
8080
8085
8086
286
386
486 Pentium ® proc
P6
1
10
100
1970 1980 1990 2000 2010
Year
Diesize(mm)
~7% growth per year
~2X growth in 10 years
Die size grows by 14% to satisfy Moore’s LawDie size grows by 14% to satisfy Moore’s Law
Courtesy, Intel
20. Clock Frequency
Lead microprocessors frequency doubles every 2 yearsLead microprocessors frequency doubles every 2 years
P6
Pentium ® proc
486
386
2868086
8085
8080
8008
4004
0.1
1
10
100
1000
10000
1970 1980 1990 2000 2010
Year
Frequency(Mhz)
2X every 2 years
Courtesy, Intel
21. Examples of Cost Metrics (1994)
$4179%402961.5$15000.803Pentium
$27213%482561.6$17000.703Super
SPARC
$14919%532341.2$15000.703DEC
Alpha
$7327%661961.0$13000.803HP PA
7100
$5328%1151211.3$17000.804PowerPC
601
$1254%181811.0$12000.803486DX2
$471%360431.0$9000.902386DX
Die
cost
YieldDies/
wafer
Area
(mm2
)
Defects/
cm2
Wafer
cost
Line
width
Metal
layers
Chip
22. VLSI
Very Large Scale Integration
– design/manufacturing of extremely small,
complex circuitry using modified
semiconductor material
– integrated circuit (IC) may contain millions
of transistors, each a few µm in size
– applications wide ranging: most electronic
logic devices
23. Origins of VLSI
Much development motivated by WWII
need for improved electronics,
especially for radar
1940 - Russell Ohl (Bell Laboratories) -
first pn junction
1948 - Shockley, Bardeen, Brattain (Bell
Laboratories) - first transistor
– 1956 Nobel Physics Prize
Late 1950s - purification of Si advances
to acceptable levels for use in
24. Origins of VLSI (Cont.)
1959 - Jack St. Claire Kilby (Texas
Instruments) - first integrated circuit - 10
components on 9 mm2
1959 - Robert Norton Noyce (founder,
Fairchild Semiconductor) - improved
integrated circuit
1968 - Noyce, Gordon E. Moore found
Intel
1971 - Ted Hoff (Intel) - first
microprocessor (4004) - 2300
25. Three Dimensional VLSI
The fabrication of a single integrated circuit
whose functional parts (transistors, etc)
extend in three dimensions
The vertical orientation of several bare
integrated circuits in a single package
26. Advantages of 3D VLSI
Speed - the time required for a signal to travel between the functional
circuit blocks in a system (delay) reduced.
– Delay depends on resistance/capacitance of interconnections
– resistance proportional to interconnection length
27. Advantages of 3D VLSI
Noise - unwanted disturbances on a useful
signal
– reflection noise (varying impedance along interconnect)
– crosstalk noise (interference between interconnects)
– electromagnetic interference (EMI) (caused by current in
pins)
3D chips
– fewer, shorter interconnects
– fewer pins
28. Advantages of 3D VLSI
Power consumption
– power used charging an interconnect capacitance
» P = fCV2
– power dissipated through resistive material
» P = V2
/R
– capacitance/resistance proportional to length
– reduced interconnect lengths will reduce power
29. Advantages of 3D VLSI
Interconnect capacity (connectivity)
– more connections between chips
– increased functionality, ease of design
30. Advantages of 3D VLSI
Printed circuit board size/weight
– planar size of PCB reduced with negligible IC height increase
– weight reduction due to more circuitry per package/smaller PCBs
– estimated 40-50 times reduction in size/weight
31. 3D VLSI - Challenges and
Solutions
Challenge: Thermal management
– smaller packages
– increased circuit density
– increased power density
Solutions:
– circuit layout (design stage)
» high power sections uniformly distributed
– advancement in cooling techniques (heat pipes)
32. Influential Participants -
Industry
Mitsubishi, TI, Intel, CTS Microelectronics, Hitachi, Irvine Sensors,
others...
– high density memories
AT&T
– high density “multiprocessor”
Many other applications/participants
33. Three Dimensional VLSI
Moore’s Law approaching physical limit
Increased performance expected by market
Paradigm shift needed - 3D VLSI
– many advantages over 2D VLSI
– economic limitations of fabrication overhaul will
be overcome by market demand
Three Dimensional VLSI may be the savior
of Moore’s Law
Editor's Notes
Staffing costs computed at $150K/staff year (in 1997 dollars)
While the cost of producing a single transistor has dropped exponentially over the past few decades, the basic cost equation hasn’t changed.
Cost of a circuit is dependent upon the chip area.
Alpha depends upon the complexity of the manufacturing process (and is roughly proportional to the number of masks). A good estimate for today’s complex CMOS process is alpha = 3.
Defects per unit area is a measure of the material and process-induced faults. A value between 0.5 and 1 defects/cm**2 is typical today but strongly depends upon the maturity of the process.
While the cost of producing a single transistor has dropped exponentially over the past few decades, the basic cost equation hasn’t changed.
Cost of a circuit is dependent upon the chip area.
Alpha depends upon the complexity of the manufacturing process (and is roughly proportional to the number of masks). A good estimate for today’s complex CMOS process is alpha = 3.
Defects per unit area is a measure of the material and process-induced faults. A value between 0.5 and 1 defects/cm**2 is typical today but strongly depends upon the maturity of the process.