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.
Silicon Photonics: Fueling the Next Information Revolution Gazettabyte
Silicon photonics promises to fuel the next information revolution by integrating photonic devices onto silicon chips using standard semiconductor fabrication processes. This allows for low-cost, high-volume optical interconnect solutions spanning distances from centimeters to thousands of kilometers for applications in telecommunications, datacom, sensors, and more. For silicon photonics to reach its full potential, companies need to demonstrate differentiated performance compared to incumbent technologies. As Moore's law ends and data usage grows exponentially, silicon photonics is well-positioned to solve interconnect challenges in telecom networks, data centers, and computer systems by providing higher bandwidth and lower power consumption.
Intelligent Transport Network in the Evolving Content Dominated MarketplaceInfinera
The document discusses how service provider networks are being transformed by new traffic patterns and the rise of content delivery. It notes that the decade-old vertically integrated network model is being dismantled, with transport networks gaining more intelligence and becoming more capable. The document advocates for an intelligent transport network approach using photonic integration and innovations like super-channels, open software control, and network functions virtualization to enable scalability, convergence of switching and WDM, automation, and cost efficiency in the new marketplace.
Hardware Complexity of Microprocessor Design According to Moore's Lawcsandit
The increasing of the number of transistors on a chip, which pl
ays the main role in improvement
in the performance and increasing the speed of a microproc
essor, causes rapidly increasing of
microprocessor design complexity. Based on Moore’s Law the
number of transistors should be
doubled every 24 months. The doubling of transistor count affects i
ncreasing of microprocessor
design complexity, power dissipation, and cost of design effort
.
This article presents a proposal to discuss the matter of sca
ling hardware complexity of a
microprocessor design related to Moore’s Law. Based on the dis
cussion a hardware complexity
measure is presented.
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.
The document discusses the past and future of miniaturization in CMOS chips. It notes that over the past 40+ years, chips have exponentially become smaller, cheaper, and more efficient due to following Moore's Law of doubling transistors every 12-18 months. However, challenges in lithography, scaling, and circuit design must be addressed to maintain this pace of improvement. The document outlines key developments in CMOS technology over the past decades and predicts future challenges that will require new materials and nanoscale designs like carbon-based devices to continue advancing chips beyond the next 5 years.
The document discusses the history and development of semiconductor technology, specifically transistors and integrated circuits. It describes how Moore's Law predicted the doubling of transistors on integrated circuits every 18 months. This prediction drove innovation in the semiconductor industry to shrink circuit sizes. However, accurately predicting performance limits of lithography technologies to enable continued shrinking was challenging. This led to significant investments in alternative technologies like electron beam lithography that did not pan out. Continued improvements to sustaining optical lithography technologies have allowed it to remain viable far beyond initial predictions, enabling ongoing adherence to Moore's Law.
This document discusses the history and development of semiconductors and integrated circuits. It describes how the transistor enabled electronics to be performed using silicon, leading to solid-state electronics like transistor radios. The integrated circuit was developed using the planar process to fabricate multiple transistors on silicon wafers. Moore's Law, proposed in 1965, predicted that the number of transistors on an integrated circuit would double every 18 months. This prediction has proven remarkably accurate and has driven innovation in the semiconductor industry for over 40 years. Continued shrinking of circuit elements has enabled faster processing speeds, higher functionality, and lower costs over time.
Two-Layer Crystal Square for Transistors on a Single Chipcsandit
The number of transistors on a chip plays the main
role in increasing the speed and performance of a
microprocessor; more transistors, more speed. Incre
asing the number of transistors will be limited due
to
the design complexity and density of transistors. T
his article aims to introduce a new approach to
increasing the number of transistors on a chip. The
basic idea is to construct two-layer crystal squar
e for
transistors; this allows to increase the number of
transistors two additional times (four times as man
y) if
the number of transistors incorporated in a one lay
er of crystal square will approximately double ever
y 24
months according to Moore’s Law without changing ra
pidly the design complexity and density in a crysta
l
square and without changing the size of a chip (len
gth and width), in this case the height of a chip m
ust be
changed for the two layers.
Silicon Photonics: Fueling the Next Information Revolution Gazettabyte
Silicon photonics promises to fuel the next information revolution by integrating photonic devices onto silicon chips using standard semiconductor fabrication processes. This allows for low-cost, high-volume optical interconnect solutions spanning distances from centimeters to thousands of kilometers for applications in telecommunications, datacom, sensors, and more. For silicon photonics to reach its full potential, companies need to demonstrate differentiated performance compared to incumbent technologies. As Moore's law ends and data usage grows exponentially, silicon photonics is well-positioned to solve interconnect challenges in telecom networks, data centers, and computer systems by providing higher bandwidth and lower power consumption.
Intelligent Transport Network in the Evolving Content Dominated MarketplaceInfinera
The document discusses how service provider networks are being transformed by new traffic patterns and the rise of content delivery. It notes that the decade-old vertically integrated network model is being dismantled, with transport networks gaining more intelligence and becoming more capable. The document advocates for an intelligent transport network approach using photonic integration and innovations like super-channels, open software control, and network functions virtualization to enable scalability, convergence of switching and WDM, automation, and cost efficiency in the new marketplace.
Hardware Complexity of Microprocessor Design According to Moore's Lawcsandit
The increasing of the number of transistors on a chip, which pl
ays the main role in improvement
in the performance and increasing the speed of a microproc
essor, causes rapidly increasing of
microprocessor design complexity. Based on Moore’s Law the
number of transistors should be
doubled every 24 months. The doubling of transistor count affects i
ncreasing of microprocessor
design complexity, power dissipation, and cost of design effort
.
This article presents a proposal to discuss the matter of sca
ling hardware complexity of a
microprocessor design related to Moore’s Law. Based on the dis
cussion a hardware complexity
measure is presented.
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.
The document discusses the past and future of miniaturization in CMOS chips. It notes that over the past 40+ years, chips have exponentially become smaller, cheaper, and more efficient due to following Moore's Law of doubling transistors every 12-18 months. However, challenges in lithography, scaling, and circuit design must be addressed to maintain this pace of improvement. The document outlines key developments in CMOS technology over the past decades and predicts future challenges that will require new materials and nanoscale designs like carbon-based devices to continue advancing chips beyond the next 5 years.
The document discusses the history and development of semiconductor technology, specifically transistors and integrated circuits. It describes how Moore's Law predicted the doubling of transistors on integrated circuits every 18 months. This prediction drove innovation in the semiconductor industry to shrink circuit sizes. However, accurately predicting performance limits of lithography technologies to enable continued shrinking was challenging. This led to significant investments in alternative technologies like electron beam lithography that did not pan out. Continued improvements to sustaining optical lithography technologies have allowed it to remain viable far beyond initial predictions, enabling ongoing adherence to Moore's Law.
This document discusses the history and development of semiconductors and integrated circuits. It describes how the transistor enabled electronics to be performed using silicon, leading to solid-state electronics like transistor radios. The integrated circuit was developed using the planar process to fabricate multiple transistors on silicon wafers. Moore's Law, proposed in 1965, predicted that the number of transistors on an integrated circuit would double every 18 months. This prediction has proven remarkably accurate and has driven innovation in the semiconductor industry for over 40 years. Continued shrinking of circuit elements has enabled faster processing speeds, higher functionality, and lower costs over time.
Two-Layer Crystal Square for Transistors on a Single Chipcsandit
The number of transistors on a chip plays the main
role in increasing the speed and performance of a
microprocessor; more transistors, more speed. Incre
asing the number of transistors will be limited due
to
the design complexity and density of transistors. T
his article aims to introduce a new approach to
increasing the number of transistors on a chip. The
basic idea is to construct two-layer crystal squar
e for
transistors; this allows to increase the number of
transistors two additional times (four times as man
y) if
the number of transistors incorporated in a one lay
er of crystal square will approximately double ever
y 24
months according to Moore’s Law without changing ra
pidly the design complexity and density in a crysta
l
square and without changing the size of a chip (len
gth and width), in this case the height of a chip m
ust be
changed for the two layers.
1. Moore's Law was proposed in 1965 by Intel co-founder Gordon Moore, who observed that the number of transistors on integrated circuits doubles every two years. This led to exponential growth in computing power and reduced costs.
2. Moore's Law is not a physical law but an observation of historical trends. It has driven innovation in semiconductor manufacturing through miniaturization of transistors. However, physical limits are now being reached as transistors cannot shrink indefinitely.
3. While Moore's Law has held true for 50 years, continued scaling of transistors is no longer possible due to factors like increased noise and power consumption. This marks the end of reliable improvements solely through shrinking components. Innovation will now focus on new device architectures and manufacturing
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.
The document discusses the history and development of nanotechnology. It begins with key early milestones like Richard Feynman's 1959 talk envisioning atomic engineering and the 1981 invention of the scanning tunneling microscope. The 1985 discovery of buckyballs also represented an important early discovery. The document then discusses topics like integrated circuits, nanotechnology funding levels, applications of nanotechnology, and how properties change at the nanoscale.
The document discusses the history and development of VLSI (Very Large Scale Integration) technology and Moore's Law over time. It describes how transistors have gotten smaller through scaling, allowing more to fit on chips. This doubling of transistors every couple years is known as Moore's Law. 3D VLSI is presented as a potential solution to continue following Moore's Law by building chips in three dimensions rather than just two. Key challenges of 3D integration are also outlined.
A Unified Approach for Performance Degradation Analysis from Transistor to Gat...IJECEIAES
In this paper, we present an extensive analysis of the performance degradation in MOS- FET based circuits. The physical effects that we consider are the random dopant fluctuation (RDF), the oxide thickness fluctuation (OTF) and the Hot-carrier-Instability (HCI). The work that we propose is based on two main key points: First, the performance degradation is studied considering BULK, Silicon-On-Insulator (SOI) and Double Gate (DG) MOSFET technologies. The analysis considers technology nodes from 45nm to 11nm. For the HCI effect we consider also the time-dependent evolution of the parameters of the circuit. Second, the analysis is performed from transistor level to gate level. Models are used to evaluate the variation of transistors key parameters, and how these variation affects performance at gate level as well.The work here presented was obtained using TAMTAMS Web, an open and publicly available framework for analysis of circuits based on transistors. The use of TAMTAMS Web greatly increases the value of this work, given that the analysis can be easily extended and improved in both complexity and depth.
Roberto Siagri presented at Eurotech's 45th Annual Meeting on accelerating technological change. He discussed how Moore's Law and human ingenuity have led to exponential increases in computing power over decades. Eurotech's strategy is to provide platforms that reduce customers' total cost of ownership through scalable software over scalable hardware. Siagri argued that emerging technologies like pervasive computing and the Internet of Things will continue advancing and becoming indistinguishable from everyday life through innovation.
This document discusses transistors, Moore's Law, and the future of computing technology. It provides background on transistors and Moore's Law, which predicted transistors would double every two years. To continue advancing, researchers developed tri-gate transistors which improve performance and efficiency by wrapping the gate on three sides of a vertical silicon fin. The document explores how tri-gate transistors help sustain Moore's Law and examines if alternatives like graphene may be needed as physical limits are reached. It concludes that continued innovation will be necessary to further progress computing power.
This document discusses VLSI (Very Large Scale Integration) technology and Moore's Law. It covers key topics like transistor scaling, breakthroughs in transistor size and wafer size, challenges in VLSI design, and examples of integrated circuit cost metrics from 1994. Moore's Law, which states that the number of transistors on a chip doubles every 18 months, is explained. The scaling of features sizes over time and its impact on improving chip performance and reducing costs is also summarized.
This document provides an overview of advancements in microprocessor technology from 1965 to 2015. It discusses how the focus has shifted from increasing clock speeds to improving efficiency through methods like multi-core designs that enable parallel processing. The document outlines key developments such as the introduction of multi-core chips and Intel's move toward multi-core architectures. It also discusses how software tools are becoming increasingly important to optimize performance and how the Itanium processor family was designed to take advantage of instruction-level parallelism.
A Survey Paper on Leakage Power and Delay in CMOS Circuitsijtsrd
Power consumption is one of the top issues of VLSI circuit design, for which CMOS is the primary technology. Today’s focus on low power is not only because of the recent growing demands of mobile applications. Even before the mobile era, power consumption has been a fundamental problem. To solve the power dissipation problem, many researchers have proposed different ideas from the device level to the architectural level and above. However, there is no universal way to avoid tradeoffs between power, delay and area and thus, designers are required to choose appropriate techniques that satisfy application and product needs. In this paper we study different author’s paper to relate to this problem and try to find out the best solution for future work. Vidhyasagar Chaudhary | Dr. Neetesh Raghuwanshi "A Survey Paper on Leakage Power and Delay in CMOS Circuits" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd43615.pdf Paper URL: https://www.ijtsrd.comengineering/electronics-and-communication-engineering/43615/a-survey-paper-on-leakage-power-and-delay-in-cmos-circuits/vidhyasagar-chaudhary
REVIEW PAPER ON NEW TECHNOLOGY BASED NANOSCALE TRANSISTORmsejjournal
Owing to the fact that MOSFETs can be effortlessly assimilated into ICs, they have become the heart of the
growing semiconductor industry. The need to procure low power dissipation, high operating speed and
small size requires the scaling down of these devices. This fully serves the Moore’s Law. But scaling down
comes with its own drawbacks which can be substantiated as the Short Channel Effect. The working of the
device deteriorates owing to SCE. In this paper, the problems of device downsizing as well as how the use
of SED based devices prove to be a better solution to device downsizing has been presented. As such the
study of Short Channel effects as well as the issues associated with a nanoMOSFET is provided. The study
of the properties of several Quantum dot materials and how to choose the best material depending on the
observation of clear Coulomb blockade is done. Specifically, a study of a graphene single electron
transistor is reviewed. Also a theoretical explanation to a model designed to tune the movement of
electrons with the help of a quantum wire has been presented.
REVIEW PAPER ON NEW TECHNOLOGY BASED NANOSCALE TRANSISTORmsejjournal
The document discusses new nanoscale transistor technology based on single electron transistors (SETs). It begins by describing the need to continue scaling down traditional MOSFET transistors to achieve Moore's Law. However, as sizes shrink below 10nm, MOSFETs experience short channel effects that degrade performance. SETs provide a potential solution as they can be designed at the nanoscale and exhibit clear Coulomb blockade effects. The document reviews different SET designs using various quantum dot materials like silicon, germanium, and graphene. It also discusses how electron transport in SETs can be tuned using quantum wires.
In 1965, Gordon Moore’s forecast that the number of components (transistors) on an integrated circuit would double every year until it reached an astonishing 65,000 by 1975 [1].
Moore’s statement was an economic one .
The cost per component is nearly inversely proportional to the number of components.
ASML Investor Day 2021-Technology Strategy - Martin van den Brink.pdfJoeSlow
- Moore's Law scaling of transistor and lithography density is expected to continue into the next decade, driven by innovations in lithography technology.
- While traditional metrics like clock frequency growth have saturated, other metrics like energy efficient performance that measure combined energy and time efficiency are still growing exponentially and expected to do so into the 2030s.
- System-level innovations involving new device architectures, 3D chip stacking, and other approaches will boost energy efficient performance beyond what transistor scaling alone provides, ensuring Moore's Law scaling continues at the system level.
Three key benefits of 3D integrated circuits are discussed:
1) Power is reduced as 3D integration allows for shorter wire lengths, lower capacitance, and fewer repeaters. This can significantly decrease total active power by over 10%.
2) Noise is decreased since shorter wires have lower capacitance, reducing noise from simultaneous switching and wire-to-wire coupling.
3) Packing density increases by stacking active devices vertically, allowing the chip footprint to be reduced. This additional dimension enhances conventional two-dimensional designs.
Three key points:
1) 3D integrated circuits (ICs) stack multiple active device layers which can dramatically enhance chip performance, functionality, and density. However, key technology challenges must be addressed before realizing these advantages.
2) IBM introduced a scheme for building 3D ICs using a layer transfer process. This involves glass substrate alignment, oxide bonding, and single-damascene metallization to create high-aspect-ratio vertical interconnects between layers with submicron alignment.
3) Benefits of 3D ICs include reduced power from shorter wires, lower noise, increased logical fan-out, higher density packing, and performance gains from placing logic and memory in separate stacked layers. This also
Three key points:
1) 3D integrated circuits (ICs) stack multiple active device layers which can dramatically enhance chip performance, functionality, and density. However, key technology challenges must be addressed before realizing these advantages.
2) IBM introduced a scheme for building 3D ICs using a layer transfer process. This involves glass substrate alignment, oxide bonding, and single-damascene metallization to create high-aspect-ratio vertical interconnects between layers with submicron alignment.
3) Benefits of 3D ICs include reduced power from shorter wires, lower noise, increased logical fan-out, higher density packing, and performance gains from placing logic and memory in separate stacked layers. This enables
Cramming More Components onto Integrated Circuits and Validity of the Single ...Muhammad Jawad Ikram
Comprehensive Presentation on the Two Benchmark Papers in Integrated Circuit Electronics
by Muhammad Jawad Ikram
PhD Research Student, KAU, Jeddah, KSA
Detection and Monitoring Intra/Inter Crosstalk in Optical Network on Chip IJECEIAES
Multiprocessor system-on-chip (MPSoC) has become an attractive solution for improving the performance of single chip in objective to satisfy the performance growing exponentially of the computer applications as multimedia applications. However, the communication between the different processors’ cores presents the first challenge front the high performance of MPSoC. Besides, Network on Chip (NoC) is among the most prominent solution for handling the on-chip communication. Besides, NoC potential limited by physical limitation, power consumption, latency and bandwidth in the both case: increasing data exchange or scalability of Multicores. Optical communication offers a wider bandwidth and lower power consumption, based on, a new technology named Optical Network-on-Chip (ONoC) has been introduced in MPSoC. However, ONoC components induce the crosstalk noise in the network on both forms intra/inter crosstalk. This serious problem deteriorates the quality of signals and degrades network performance. As a result, detection and monitoring the impairments becoming a challenge to keep the performance in the ONoC. In this article, we propose a new system to detect and monitor the crosstalk noise in ONoC. Particularly, we present an analytic model of intra/inter crosstalk at the optical devices. Then, we evaluate these impairments in objective to present the motivation to detect and monitor crosstalk in ONoC, in which our system has the capability to detect, to localize, and to monitor the crosstalk noise in the whole network. This system offers high reliability, scalability and efficiency with time running time less than 20 ms.
This document provides a reference handbook for the Fundamentals of Engineering exam. It contains summaries of key engineering science concepts in areas such as statics, dynamics, fluid mechanics, thermodynamics, heat transfer, and materials science. The handbook is intended to help examinees solve problems on the exam by providing relevant equations, tables, and figures. It serves as a supplied-reference for concepts likely to be covered on the exam.
Text Mining in Digital Libraries using OKAPI BM25 ModelEditor IJCATR
The emergence of the internet has made vast amounts of information available and easily accessible online. As a result, most libraries have digitized their content in order to remain relevant to their users and to keep pace with the advancement of the internet. However, these digital libraries have been criticized for using inefficient information retrieval models that do not perform relevance ranking to the retrieved results. This paper proposed the use of OKAPI BM25 model in text mining so as means of improving relevance ranking of digital libraries. Okapi BM25 model was selected because it is a probability-based relevance ranking algorithm. A case study research was conducted and the model design was based on information retrieval processes. The performance of Boolean, vector space, and Okapi BM25 models was compared for data retrieval. Relevant ranked documents were retrieved and displayed at the OPAC framework search page. The results revealed that Okapi BM 25 outperformed Boolean model and Vector Space model. Therefore, this paper proposes the use of Okapi BM25 model to reward terms according to their relative frequencies in a document so as to improve the performance of text mining in digital libraries.
Green Computing, eco trends, climate change, e-waste and eco-friendlyEditor IJCATR
This document discusses green computing practices and sustainable IT services. It provides an overview of factors driving adoption of green computing to reduce costs and environmental impact of data centers, such as rising energy costs and density. Green strategies discussed include improving infrastructure efficiency, power management, thermal management, efficient product design, and virtualization to optimize resource utilization. The document examines how green computing aims to lower costs and environmental footprint, and how sustainable IT services take a broader approach considering economic, environmental and social impacts.
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1. Moore's Law was proposed in 1965 by Intel co-founder Gordon Moore, who observed that the number of transistors on integrated circuits doubles every two years. This led to exponential growth in computing power and reduced costs.
2. Moore's Law is not a physical law but an observation of historical trends. It has driven innovation in semiconductor manufacturing through miniaturization of transistors. However, physical limits are now being reached as transistors cannot shrink indefinitely.
3. While Moore's Law has held true for 50 years, continued scaling of transistors is no longer possible due to factors like increased noise and power consumption. This marks the end of reliable improvements solely through shrinking components. Innovation will now focus on new device architectures and manufacturing
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.
The document discusses the history and development of nanotechnology. It begins with key early milestones like Richard Feynman's 1959 talk envisioning atomic engineering and the 1981 invention of the scanning tunneling microscope. The 1985 discovery of buckyballs also represented an important early discovery. The document then discusses topics like integrated circuits, nanotechnology funding levels, applications of nanotechnology, and how properties change at the nanoscale.
The document discusses the history and development of VLSI (Very Large Scale Integration) technology and Moore's Law over time. It describes how transistors have gotten smaller through scaling, allowing more to fit on chips. This doubling of transistors every couple years is known as Moore's Law. 3D VLSI is presented as a potential solution to continue following Moore's Law by building chips in three dimensions rather than just two. Key challenges of 3D integration are also outlined.
A Unified Approach for Performance Degradation Analysis from Transistor to Gat...IJECEIAES
In this paper, we present an extensive analysis of the performance degradation in MOS- FET based circuits. The physical effects that we consider are the random dopant fluctuation (RDF), the oxide thickness fluctuation (OTF) and the Hot-carrier-Instability (HCI). The work that we propose is based on two main key points: First, the performance degradation is studied considering BULK, Silicon-On-Insulator (SOI) and Double Gate (DG) MOSFET technologies. The analysis considers technology nodes from 45nm to 11nm. For the HCI effect we consider also the time-dependent evolution of the parameters of the circuit. Second, the analysis is performed from transistor level to gate level. Models are used to evaluate the variation of transistors key parameters, and how these variation affects performance at gate level as well.The work here presented was obtained using TAMTAMS Web, an open and publicly available framework for analysis of circuits based on transistors. The use of TAMTAMS Web greatly increases the value of this work, given that the analysis can be easily extended and improved in both complexity and depth.
Roberto Siagri presented at Eurotech's 45th Annual Meeting on accelerating technological change. He discussed how Moore's Law and human ingenuity have led to exponential increases in computing power over decades. Eurotech's strategy is to provide platforms that reduce customers' total cost of ownership through scalable software over scalable hardware. Siagri argued that emerging technologies like pervasive computing and the Internet of Things will continue advancing and becoming indistinguishable from everyday life through innovation.
This document discusses transistors, Moore's Law, and the future of computing technology. It provides background on transistors and Moore's Law, which predicted transistors would double every two years. To continue advancing, researchers developed tri-gate transistors which improve performance and efficiency by wrapping the gate on three sides of a vertical silicon fin. The document explores how tri-gate transistors help sustain Moore's Law and examines if alternatives like graphene may be needed as physical limits are reached. It concludes that continued innovation will be necessary to further progress computing power.
This document discusses VLSI (Very Large Scale Integration) technology and Moore's Law. It covers key topics like transistor scaling, breakthroughs in transistor size and wafer size, challenges in VLSI design, and examples of integrated circuit cost metrics from 1994. Moore's Law, which states that the number of transistors on a chip doubles every 18 months, is explained. The scaling of features sizes over time and its impact on improving chip performance and reducing costs is also summarized.
This document provides an overview of advancements in microprocessor technology from 1965 to 2015. It discusses how the focus has shifted from increasing clock speeds to improving efficiency through methods like multi-core designs that enable parallel processing. The document outlines key developments such as the introduction of multi-core chips and Intel's move toward multi-core architectures. It also discusses how software tools are becoming increasingly important to optimize performance and how the Itanium processor family was designed to take advantage of instruction-level parallelism.
A Survey Paper on Leakage Power and Delay in CMOS Circuitsijtsrd
Power consumption is one of the top issues of VLSI circuit design, for which CMOS is the primary technology. Today’s focus on low power is not only because of the recent growing demands of mobile applications. Even before the mobile era, power consumption has been a fundamental problem. To solve the power dissipation problem, many researchers have proposed different ideas from the device level to the architectural level and above. However, there is no universal way to avoid tradeoffs between power, delay and area and thus, designers are required to choose appropriate techniques that satisfy application and product needs. In this paper we study different author’s paper to relate to this problem and try to find out the best solution for future work. Vidhyasagar Chaudhary | Dr. Neetesh Raghuwanshi "A Survey Paper on Leakage Power and Delay in CMOS Circuits" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-5 | Issue-4 , June 2021, URL: https://www.ijtsrd.compapers/ijtsrd43615.pdf Paper URL: https://www.ijtsrd.comengineering/electronics-and-communication-engineering/43615/a-survey-paper-on-leakage-power-and-delay-in-cmos-circuits/vidhyasagar-chaudhary
REVIEW PAPER ON NEW TECHNOLOGY BASED NANOSCALE TRANSISTORmsejjournal
Owing to the fact that MOSFETs can be effortlessly assimilated into ICs, they have become the heart of the
growing semiconductor industry. The need to procure low power dissipation, high operating speed and
small size requires the scaling down of these devices. This fully serves the Moore’s Law. But scaling down
comes with its own drawbacks which can be substantiated as the Short Channel Effect. The working of the
device deteriorates owing to SCE. In this paper, the problems of device downsizing as well as how the use
of SED based devices prove to be a better solution to device downsizing has been presented. As such the
study of Short Channel effects as well as the issues associated with a nanoMOSFET is provided. The study
of the properties of several Quantum dot materials and how to choose the best material depending on the
observation of clear Coulomb blockade is done. Specifically, a study of a graphene single electron
transistor is reviewed. Also a theoretical explanation to a model designed to tune the movement of
electrons with the help of a quantum wire has been presented.
REVIEW PAPER ON NEW TECHNOLOGY BASED NANOSCALE TRANSISTORmsejjournal
The document discusses new nanoscale transistor technology based on single electron transistors (SETs). It begins by describing the need to continue scaling down traditional MOSFET transistors to achieve Moore's Law. However, as sizes shrink below 10nm, MOSFETs experience short channel effects that degrade performance. SETs provide a potential solution as they can be designed at the nanoscale and exhibit clear Coulomb blockade effects. The document reviews different SET designs using various quantum dot materials like silicon, germanium, and graphene. It also discusses how electron transport in SETs can be tuned using quantum wires.
In 1965, Gordon Moore’s forecast that the number of components (transistors) on an integrated circuit would double every year until it reached an astonishing 65,000 by 1975 [1].
Moore’s statement was an economic one .
The cost per component is nearly inversely proportional to the number of components.
ASML Investor Day 2021-Technology Strategy - Martin van den Brink.pdfJoeSlow
- Moore's Law scaling of transistor and lithography density is expected to continue into the next decade, driven by innovations in lithography technology.
- While traditional metrics like clock frequency growth have saturated, other metrics like energy efficient performance that measure combined energy and time efficiency are still growing exponentially and expected to do so into the 2030s.
- System-level innovations involving new device architectures, 3D chip stacking, and other approaches will boost energy efficient performance beyond what transistor scaling alone provides, ensuring Moore's Law scaling continues at the system level.
Three key benefits of 3D integrated circuits are discussed:
1) Power is reduced as 3D integration allows for shorter wire lengths, lower capacitance, and fewer repeaters. This can significantly decrease total active power by over 10%.
2) Noise is decreased since shorter wires have lower capacitance, reducing noise from simultaneous switching and wire-to-wire coupling.
3) Packing density increases by stacking active devices vertically, allowing the chip footprint to be reduced. This additional dimension enhances conventional two-dimensional designs.
Three key points:
1) 3D integrated circuits (ICs) stack multiple active device layers which can dramatically enhance chip performance, functionality, and density. However, key technology challenges must be addressed before realizing these advantages.
2) IBM introduced a scheme for building 3D ICs using a layer transfer process. This involves glass substrate alignment, oxide bonding, and single-damascene metallization to create high-aspect-ratio vertical interconnects between layers with submicron alignment.
3) Benefits of 3D ICs include reduced power from shorter wires, lower noise, increased logical fan-out, higher density packing, and performance gains from placing logic and memory in separate stacked layers. This also
Three key points:
1) 3D integrated circuits (ICs) stack multiple active device layers which can dramatically enhance chip performance, functionality, and density. However, key technology challenges must be addressed before realizing these advantages.
2) IBM introduced a scheme for building 3D ICs using a layer transfer process. This involves glass substrate alignment, oxide bonding, and single-damascene metallization to create high-aspect-ratio vertical interconnects between layers with submicron alignment.
3) Benefits of 3D ICs include reduced power from shorter wires, lower noise, increased logical fan-out, higher density packing, and performance gains from placing logic and memory in separate stacked layers. This enables
Cramming More Components onto Integrated Circuits and Validity of the Single ...Muhammad Jawad Ikram
Comprehensive Presentation on the Two Benchmark Papers in Integrated Circuit Electronics
by Muhammad Jawad Ikram
PhD Research Student, KAU, Jeddah, KSA
Detection and Monitoring Intra/Inter Crosstalk in Optical Network on Chip IJECEIAES
Multiprocessor system-on-chip (MPSoC) has become an attractive solution for improving the performance of single chip in objective to satisfy the performance growing exponentially of the computer applications as multimedia applications. However, the communication between the different processors’ cores presents the first challenge front the high performance of MPSoC. Besides, Network on Chip (NoC) is among the most prominent solution for handling the on-chip communication. Besides, NoC potential limited by physical limitation, power consumption, latency and bandwidth in the both case: increasing data exchange or scalability of Multicores. Optical communication offers a wider bandwidth and lower power consumption, based on, a new technology named Optical Network-on-Chip (ONoC) has been introduced in MPSoC. However, ONoC components induce the crosstalk noise in the network on both forms intra/inter crosstalk. This serious problem deteriorates the quality of signals and degrades network performance. As a result, detection and monitoring the impairments becoming a challenge to keep the performance in the ONoC. In this article, we propose a new system to detect and monitor the crosstalk noise in ONoC. Particularly, we present an analytic model of intra/inter crosstalk at the optical devices. Then, we evaluate these impairments in objective to present the motivation to detect and monitor crosstalk in ONoC, in which our system has the capability to detect, to localize, and to monitor the crosstalk noise in the whole network. This system offers high reliability, scalability and efficiency with time running time less than 20 ms.
This document provides a reference handbook for the Fundamentals of Engineering exam. It contains summaries of key engineering science concepts in areas such as statics, dynamics, fluid mechanics, thermodynamics, heat transfer, and materials science. The handbook is intended to help examinees solve problems on the exam by providing relevant equations, tables, and figures. It serves as a supplied-reference for concepts likely to be covered on the exam.
Similar to Moore’s Law Effect on Transistors Evolution (20)
Text Mining in Digital Libraries using OKAPI BM25 ModelEditor IJCATR
The emergence of the internet has made vast amounts of information available and easily accessible online. As a result, most libraries have digitized their content in order to remain relevant to their users and to keep pace with the advancement of the internet. However, these digital libraries have been criticized for using inefficient information retrieval models that do not perform relevance ranking to the retrieved results. This paper proposed the use of OKAPI BM25 model in text mining so as means of improving relevance ranking of digital libraries. Okapi BM25 model was selected because it is a probability-based relevance ranking algorithm. A case study research was conducted and the model design was based on information retrieval processes. The performance of Boolean, vector space, and Okapi BM25 models was compared for data retrieval. Relevant ranked documents were retrieved and displayed at the OPAC framework search page. The results revealed that Okapi BM 25 outperformed Boolean model and Vector Space model. Therefore, this paper proposes the use of Okapi BM25 model to reward terms according to their relative frequencies in a document so as to improve the performance of text mining in digital libraries.
Green Computing, eco trends, climate change, e-waste and eco-friendlyEditor IJCATR
This document discusses green computing practices and sustainable IT services. It provides an overview of factors driving adoption of green computing to reduce costs and environmental impact of data centers, such as rising energy costs and density. Green strategies discussed include improving infrastructure efficiency, power management, thermal management, efficient product design, and virtualization to optimize resource utilization. The document examines how green computing aims to lower costs and environmental footprint, and how sustainable IT services take a broader approach considering economic, environmental and social impacts.
Policies for Green Computing and E-Waste in NigeriaEditor IJCATR
Computers today are an integral part of individuals’ lives all around the world, but unfortunately these devices are toxic to the environment given the materials used, their limited battery life and technological obsolescence. Individuals are concerned about the hazardous materials ever present in computers, even if the importance of various attributes differs, and that a more environment -friendly attitude can be obtained through exposure to educational materials. In this paper, we aim to delineate the problem of e-waste in Nigeria and highlight a series of measures and the advantage they herald for our country and propose a series of action steps to develop in these areas further. It is possible for Nigeria to have an immediate economic stimulus and job creation while moving quickly to abide by the requirements of climate change legislation and energy efficiency directives. The costs of implementing energy efficiency and renewable energy measures are minimal as they are not cash expenditures but rather investments paid back by future, continuous energy savings.
Performance Evaluation of VANETs for Evaluating Node Stability in Dynamic Sce...Editor IJCATR
Vehicular ad hoc networks (VANETs) are a favorable area of exploration which empowers the interconnection amid the movable vehicles and between transportable units (vehicles) and road side units (RSU). In Vehicular Ad Hoc Networks (VANETs), mobile vehicles can be organized into assemblage to promote interconnection links. The assemblage arrangement according to dimensions and geographical extend has serious influence on attribute of interaction .Vehicular ad hoc networks (VANETs) are subclass of mobile Ad-hoc network involving more complex mobility patterns. Because of mobility the topology changes very frequently. This raises a number of technical challenges including the stability of the network .There is a need for assemblage configuration leading to more stable realistic network. The paper provides investigation of various simulation scenarios in which cluster using k-means algorithm are generated and their numbers are varied to find the more stable configuration in real scenario of road.
Optimum Location of DG Units Considering Operation ConditionsEditor IJCATR
The optimal sizing and placement of Distributed Generation units (DG) are becoming very attractive to researchers these days. In this paper a two stage approach has been used for allocation and sizing of DGs in distribution system with time varying load model. The strategic placement of DGs can help in reducing energy losses and improving voltage profile. The proposed work discusses time varying loads that can be useful for selecting the location and optimizing DG operation. The method has the potential to be used for integrating the available DGs by identifying the best locations in a power system. The proposed method has been demonstrated on 9-bus test system.
Analysis of Comparison of Fuzzy Knn, C4.5 Algorithm, and Naïve Bayes Classifi...Editor IJCATR
Early detection of diabetes mellitus (DM) can prevent or inhibit complication. There are several laboratory test that must be done to detect DM. The result of this laboratory test then converted into data training. Data training used in this study generated from UCI Pima Database with 6 attributes that were used to classify positive or negative diabetes. There are various classification methods that are commonly used, and in this study three of them were compared, which were fuzzy KNN, C4.5 algorithm and Naïve Bayes Classifier (NBC) with one identical case. The objective of this study was to create software to classify DM using tested methods and compared the three methods based on accuracy, precision, and recall. The results showed that the best method was Fuzzy KNN with average and maximum accuracy reached 96% and 98%, respectively. In second place, NBC method had respective average and maximum accuracy of 87.5% and 90%. Lastly, C4.5 algorithm had average and maximum accuracy of 79.5% and 86%, respectively.
Web Scraping for Estimating new Record from Source SiteEditor IJCATR
Study in the Competitive field of Intelligent, and studies in the field of Web Scraping, have a symbiotic relationship mutualism. In the information age today, the website serves as a main source. The research focus is on how to get data from websites and how to slow down the intensity of the download. The problem that arises is the website sources are autonomous so that vulnerable changes the structure of the content at any time. The next problem is the system intrusion detection snort installed on the server to detect bot crawler. So the researchers propose the use of the methods of Mining Data Records and the method of Exponential Smoothing so that adaptive to changes in the structure of the content and do a browse or fetch automatically follow the pattern of the occurrences of the news. The results of the tests, with the threshold 0.3 for MDR and similarity threshold score 0.65 for STM, using recall and precision values produce f-measure average 92.6%. While the results of the tests of the exponential estimation smoothing using ? = 0.5 produces MAE 18.2 datarecord duplicate. It slowed down to 3.6 datarecord from 21.8 datarecord results schedule download/fetch fix in an average time of occurrence news.
Evaluating Semantic Similarity between Biomedical Concepts/Classes through S...Editor IJCATR
Most of the existing semantic similarity measures that use ontology structure as their primary source can measure semantic similarity between concepts/classes using single ontology. The ontology-based semantic similarity techniques such as structure-based semantic similarity techniques (Path Length Measure, Wu and Palmer’s Measure, and Leacock and Chodorow’s measure), information content-based similarity techniques (Resnik’s measure, Lin’s measure), and biomedical domain ontology techniques (Al-Mubaid and Nguyen’s measure (SimDist)) were evaluated relative to human experts’ ratings, and compared on sets of concepts using the ICD-10 “V1.0” terminology within the UMLS. The experimental results validate the efficiency of the SemDist technique in single ontology, and demonstrate that SemDist semantic similarity techniques, compared with the existing techniques, gives the best overall results of correlation with experts’ ratings.
Semantic Similarity Measures between Terms in the Biomedical Domain within f...Editor IJCATR
The techniques and tests are tools used to define how measure the goodness of ontology or its resources. The similarity between biomedical classes/concepts is an important task for the biomedical information extraction and knowledge discovery. However, most of the semantic similarity techniques can be adopted to be used in the biomedical domain (UMLS). Many experiments have been conducted to check the applicability of these measures. In this paper, we investigate to measure semantic similarity between two terms within single ontology or multiple ontologies in ICD-10 “V1.0” as primary source, and compare my results to human experts score by correlation coefficient.
A Strategy for Improving the Performance of Small Files in Openstack Swift Editor IJCATR
This is an effective way to improve the storage access performance of small files in Openstack Swift by adding an aggregate storage module. Because Swift will lead to too much disk operation when querying metadata, the transfer performance of plenty of small files is low. In this paper, we propose an aggregated storage strategy (ASS), and implement it in Swift. ASS comprises two parts which include merge storage and index storage. At the first stage, ASS arranges the write request queue in chronological order, and then stores objects in volumes. These volumes are large files that are stored in Swift actually. During the short encounter time, the object-to-volume mapping information is stored in Key-Value store at the second stage. The experimental results show that the ASS can effectively improve Swift's small file transfer performance.
Integrated System for Vehicle Clearance and RegistrationEditor IJCATR
Efficient management and control of government's cash resources rely on government banking arrangements. Nigeria, like many low income countries, employed fragmented systems in handling government receipts and payments. Later in 2016, Nigeria implemented a unified structure as recommended by the IMF, where all government funds are collected in one account would reduce borrowing costs, extend credit and improve government's fiscal policy among other benefits to government. This situation motivated us to embark on this research to design and implement an integrated system for vehicle clearance and registration. This system complies with the new Treasury Single Account policy to enable proper interaction and collaboration among five different level agencies (NCS, FRSC, SBIR, VIO and NPF) saddled with vehicular administration and activities in Nigeria. Since the system is web based, Object Oriented Hypermedia Design Methodology (OOHDM) is used. Tools such as Php, JavaScript, css, html, AJAX and other web development technologies were used. The result is a web based system that gives proper information about a vehicle starting from the exact date of importation to registration and renewal of licensing. Vehicle owner information, custom duty information, plate number registration details, etc. will also be efficiently retrieved from the system by any of the agencies without contacting the other agency at any point in time. Also number plate will no longer be the only means of vehicle identification as it is presently the case in Nigeria, because the unified system will automatically generate and assigned a Unique Vehicle Identification Pin Number (UVIPN) on payment of duty in the system to the vehicle and the UVIPN will be linked to the various agencies in the management information system.
Assessment of the Efficiency of Customer Order Management System: A Case Stu...Editor IJCATR
The Supermarket Management System deals with the automation of buying and selling of good and services. It includes both sales and purchase of items. The project Supermarket Management System is to be developed with the objective of making the system reliable, easier, fast, and more informative.
Energy-Aware Routing in Wireless Sensor Network Using Modified Bi-Directional A*Editor IJCATR
Energy is a key component in the Wireless Sensor Network (WSN)[1]. The system will not be able to run according to its function without the availability of adequate power units. One of the characteristics of wireless sensor network is Limitation energy[2]. A lot of research has been done to develop strategies to overcome this problem. One of them is clustering technique. The popular clustering technique is Low Energy Adaptive Clustering Hierarchy (LEACH)[3]. In LEACH, clustering techniques are used to determine Cluster Head (CH), which will then be assigned to forward packets to Base Station (BS). In this research, we propose other clustering techniques, which utilize the Social Network Analysis approach theory of Betweeness Centrality (BC) which will then be implemented in the Setup phase. While in the Steady-State phase, one of the heuristic searching algorithms, Modified Bi-Directional A* (MBDA *) is implemented. The experiment was performed deploy 100 nodes statically in the 100x100 area, with one Base Station at coordinates (50,50). To find out the reliability of the system, the experiment to do in 5000 rounds. The performance of the designed routing protocol strategy will be tested based on network lifetime, throughput, and residual energy. The results show that BC-MBDA * is better than LEACH. This is influenced by the ways of working LEACH in determining the CH that is dynamic, which is always changing in every data transmission process. This will result in the use of energy, because they always doing any computation to determine CH in every transmission process. In contrast to BC-MBDA *, CH is statically determined, so it can decrease energy usage.
Security in Software Defined Networks (SDN): Challenges and Research Opportun...Editor IJCATR
In networks, the rapidly changing traffic patterns of search engines, Internet of Things (IoT) devices, Big Data and data centers has thrown up new challenges for legacy; existing networks; and prompted the need for a more intelligent and innovative way to dynamically manage traffic and allocate limited network resources. Software Defined Network (SDN) which decouples the control plane from the data plane through network vitalizations aims to address these challenges. This paper has explored the SDN architecture and its implementation with the OpenFlow protocol. It has also assessed some of its benefits over traditional network architectures, security concerns and how it can be addressed in future research and related works in emerging economies such as Nigeria.
Measure the Similarity of Complaint Document Using Cosine Similarity Based on...Editor IJCATR
Report handling on "LAPOR!" (Laporan, Aspirasi dan Pengaduan Online Rakyat) system depending on the system administrator who manually reads every incoming report [3]. Read manually can lead to errors in handling complaints [4] if the data flow is huge and grows rapidly, it needs at least three days to prepare a confirmation and it sensitive to inconsistencies [3]. In this study, the authors propose a model that can measure the identities of the Query (Incoming) with Document (Archive). The authors employed Class-Based Indexing term weighting scheme, and Cosine Similarities to analyse document similarities. CoSimTFIDF, CoSimTFICF and CoSimTFIDFICF values used in classification as feature for K-Nearest Neighbour (K-NN) classifier. The optimum result evaluation is pre-processing employ 75% of training data ratio and 25% of test data with CoSimTFIDF feature. It deliver a high accuracy 84%. The k = 5 value obtain high accuracy 84.12%
Hangul Recognition Using Support Vector MachineEditor IJCATR
The recognition of Hangul Image is more difficult compared with that of Latin. It could be recognized from the structural arrangement. Hangul is arranged from two dimensions while Latin is only from the left to the right. The current research creates a system to convert Hangul image into Latin text in order to use it as a learning material on reading Hangul. In general, image recognition system is divided into three steps. The first step is preprocessing, which includes binarization, segmentation through connected component-labeling method, and thinning with Zhang Suen to decrease some pattern information. The second is receiving the feature from every single image, whose identification process is done through chain code method. The third is recognizing the process using Support Vector Machine (SVM) with some kernels. It works through letter image and Hangul word recognition. It consists of 34 letters, each of which has 15 different patterns. The whole patterns are 510, divided into 3 data scenarios. The highest result achieved is 94,7% using SVM kernel polynomial and radial basis function. The level of recognition result is influenced by many trained data. Whilst the recognition process of Hangul word applies to the type 2 Hangul word with 6 different patterns. The difference of these patterns appears from the change of the font type. The chosen fonts for data training are such as Batang, Dotum, Gaeul, Gulim, Malgun Gothic. Arial Unicode MS is used to test the data. The lowest accuracy is achieved through the use of SVM kernel radial basis function, which is 69%. The same result, 72 %, is given by the SVM kernel linear and polynomial.
Application of 3D Printing in EducationEditor IJCATR
This paper provides a review of literature concerning the application of 3D printing in the education system. The review identifies that 3D Printing is being applied across the Educational levels [1] as well as in Libraries, Laboratories, and Distance education systems. The review also finds that 3D Printing is being used to teach both students and trainers about 3D Printing and to develop 3D Printing skills.
Survey on Energy-Efficient Routing Algorithms for Underwater Wireless Sensor ...Editor IJCATR
In underwater environment, for retrieval of information the routing mechanism is used. In routing mechanism there are three to four types of nodes are used, one is sink node which is deployed on the water surface and can collect the information, courier/super/AUV or dolphin powerful nodes are deployed in the middle of the water for forwarding the packets, ordinary nodes are also forwarder nodes which can be deployed from bottom to surface of the water and source nodes are deployed at the seabed which can extract the valuable information from the bottom of the sea. In underwater environment the battery power of the nodes is limited and that power can be enhanced through better selection of the routing algorithm. This paper focuses the energy-efficient routing algorithms for their routing mechanisms to prolong the battery power of the nodes. This paper also focuses the performance analysis of the energy-efficient algorithms under which we can examine the better performance of the route selection mechanism which can prolong the battery power of the node
Comparative analysis on Void Node Removal Routing algorithms for Underwater W...Editor IJCATR
The designing of routing algorithms faces many challenges in underwater environment like: propagation delay, acoustic channel behaviour, limited bandwidth, high bit error rate, limited battery power, underwater pressure, node mobility, localization 3D deployment, and underwater obstacles (voids). This paper focuses the underwater voids which affects the overall performance of the entire network. The majority of the researchers have used the better approaches for removal of voids through alternate path selection mechanism but still research needs improvement. This paper also focuses the architecture and its operation through merits and demerits of the existing algorithms. This research article further focuses the analytical method of the performance analysis of existing algorithms through which we found the better approach for removal of voids
Decay Property for Solutions to Plate Type Equations with Variable CoefficientsEditor IJCATR
In this paper we consider the initial value problem for a plate type equation with variable coefficients and memory in
1 n R n ), which is of regularity-loss property. By using spectrally resolution, we study the pointwise estimates in the spectral
space of the fundamental solution to the corresponding linear problem. Appealing to this pointwise estimates, we obtain the global
existence and the decay estimates of solutions to the semilinear problem by employing the fixed point theorem
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
1. International Journal of Computer Applications Technology and Research
Volume 5 issue 7, 495 – 499, 2016, ISSN: - 2319-8656
www.ijcat.com 495
Moore’s Law Effect on Transistors Evolution
Sabeen Rashid1
, Rabia Shakeel1
, Huma Bashir1
, Khadija Malik1
, Kainat Wajib1
1
Department of Computer Science, Abdul Wali Khan University Mardan, Pakistan
Abstract-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.
Keywords: Hardware Complexity, Processor Design, Transistor Count, Moore’s Law.
I. INTRODUCTION
The MOORE’s law observations states that the number of
transistors are doubling every two years. More precisely
within the period of “18 months” is due to Intel executive
David House, the increase in number of transistors and
increase in speed of transistors give rise to the effect of
increase in the performance of the transistors.
Moore’s law has its same effect during the history of
semiconductor since the advent of computing devices to now
mobile devices, a continuous improvement of silicon chips
[1-6]. The two factors have made a great impact on the
success of Moore’s law, consumers demand for more
functionality and the competition among the developers.
The technology has improved, better to call it as evaluated
from mid-1970’s 6800 processor with 5000 transistors to the
today’s multicore processors like reaching the limit of 3
billion. The fact about Moore’s law is to improve those area
that helps to achieve the more and more small sized
transistors and with more better technology
II. BACKGROUND
Moore's law state that transistor numbers become two times
in every 18 to 24 months in article. "Cramming more
components onto integrated circuits", Electronics Magazine
19 April 1965: The transistor cost has become double in
every 24 months and this is remaining increasing at least at
this order, if no chance of increase more. For many years of
gap the speed of increase became very low so we can say
that there are no observable changes in period of 10 years.
During the year of 1975 the transistor cost on each integrated
circuit is atleast 65000. So clearly I am sure about that one
wafer can adjust one integrated circuit [2]. The statement of
Moore’s that number of transistor on integrated circuit will
becomes two times in a period of every 18 to 24 months. The
statement is given by scientist named as Golden Moore in
1965. The law is still useful and applicable. It is the high
demand of small sized, low
Power consumption and higher processing speed transistors
that have prolonged the life of Moore’s Law, and until now
Moore’s Law is still used as the guideline for transistor
manufacturing. The Moore’s Law graph is shown in Figure
1.
Figure 1.Moore’s Law Graph
During the period of 1970s more electronics were built as
compared to the previous years as industry was more than
doubling the total number of transistors. The transistors
capacity has continuously getting better. Moore’s law rating
has recently slowed but still on a good growth. Todays a
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number of transistors in one year is up to 10^18. According
to a well-known naturalist Edward O. Wilson, at Harvard,
had counted that they were approximately10^16 and 10^17
ants on earth. In 1990s then the semiconductor industry was
producing a transistor for every ant. Now, the poor little ant
has to carry a hundred of them [7-9] around if he is going to
get his share.
Processor speeds from the 1970’s to 2009 and then again in
2010, one may think [10-19] that the law has reached its limit
or is nearing the limit. In the 1970’s processor speeds ranged
from 740 KHz to 8MHz; notice that the 740 is KHz, which
is Kilo Hertz – while the 8 is MHz, which is Mega Hertz.
From 2000 – 2009 there has not really been much of a speed
difference as the speeds range from 1.3 GHz to 2.8 GHz,
which suggests that the speeds have barely doubled within a
10 year span. This is because we are looking at the speeds
and not the number of transistors; in 2000 the number of
transistors in the CPU numbered 37.5 million, while in 2009
the number went up to an outstanding 904 million; this is
why it is more accurate to apply the law to transistors than
to speed [20].
From all of the above discussion about transistors ,every
computer literate person can’t drawn result from it easily
[21-25] so we say that earlier processors used one CPU while
todays processors are multicore technology using more than
one CPU,s.
In example above the speed of the CPU during many years
of gap increase from 1.3 to 2.8 which is speed of a single
CORE , QUAD CORE processsors.in conclusion we can say
that power of 2.8 is obtain if multiply it with four which is
11.2 this is very large from 1.3.
III. CHALLENGES INCURRED
There is an inflection point to the technology of
semiconductors. Table 1 below, shows some serious
challenges faced by semiconductor technology .More and
smaller transistors are not always “better”. Second denard
scaling also has ended, power per transistor is not good [26-
33]. Third, challenge is fabrication variations subject to the
reliability of transistors (nano-scale features e.g., gate oxides
only atoms thick). Fourth, communication among
computation elements must be managed through locality to
achieve goals at acceptable cost and energy with
new opportunities (e.g., chip stacking) and new challenges
(e.g., data centers). Fifth, for achieving high performance,
costs to create, design, verify, fabricate, and test are growing,
making them harder to afford.
Table 1: Technology's Challenges to Computer Architecture
1970s Newer trend
Double transistors
per chip_ in
every 18-24 months
Transistor count still 2× every 18-
24 months,
Dennard
Scaling(power per
transistor) — near-
constant
power/chip
Not viable for power/chip to
double (with 2×
transistors/chip growth)
The modest levels
of transistor
unreliability easily
hidden (e.g., via
ECC)
Transistor reliability is going to
be effected
Focus on
computation over
communication
Restricted communication
communication more expensive
than computation
One-time creation
of very high
performance and
reliability is difficult
Expensive to design, verify,
fabricate, and test
IV. INCREASING THE NUMBER
OF TRANSISTORS
Many limitations are still there, such as increasing the
density size, the die size, physical size decrement, the
voltage [34].
Since the surface area of a transistor determines the
transistor count per square millimeter of silicon, and as the
feature size is decreasing transistors density increases
quadratically. And as the surface area of a transistor
determines the transistor count per square millimeter of
silicon [35]. The increase in transistor performance is more
complicated As the physical size is decreased. A reduction
in operating voltage to maintain correct operation and
reliability of the transistor is required in the vertical
dimension shrink. This combination [36-39] of scaling
factors leads to a complex interrelationship between the
transistor performance and the process feature size and it
makes difficult to apply Moore’s Law in the future. Some
studies have shown that physical limitations could be
reached by 2018 [7] or 2020-2022[8, 9, 10, 11].
Processor’s hardware complexity is caused by doubling the
number [40-47] of transistors every two years (see Table 2),
which will be limited after a few years [12, 13, 14, 15].
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V. CONCLUSION
Although clock speeds and transistors per circuit have not
kept pace with the original exponential forecast known as
Moore’s Law, doubling every year, computing performance
and cost efficiencies continue to advance at a remarkable
pace. Competition among the major processor
manufacturers, Intel, AMD, IBM, Sun, and Texas
Instruments can be expected to push the industry down the
long-run average total cost curves described by Gordon
Moore in 1965. As he predicted, the result will be dramatic
improvements and much lower prices for computing
performance. While clock speeds may continue to be a
standard measure of performance.
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