3D packaging stacks separate chips in a single package to save space without integrating the chips. Monolithic 3D ICs build components in layers on a single wafer then dice it, avoiding alignment and bonding issues. Multi-wafer 3D ICs build components on separate wafers, which must be aligned, bonded, and thinned with vertical connections added through silicon vias. 3D ICs promise benefits like reduced cost from improved yield, lower power from shorter wires, and new design possibilities from added connectivity, but challenges include heat dissipation, design complexity, and testing of independent dies.
3D IC Presented by Tripti Kumari, School of Engineering, CUSATthevijayps
A 3D Integrated Circuit is a chip that has active electronic components stacked on one or more layers that are integrated both vertically and horizontally forming a single circuit.
In the 3-D design architecture, an entire chip is divided into a number of blocks, and each block is placed on a separate layer of Si that are stacked on top of each other.
In a generic 3D IC structure, each die is stacked on top of another and communicated by Through-Silicon Vias (TSVs).
Architectural issues
Traditional shared buses do not scale well – bandwidth saturation
Chip IO is pad limited
Physical issues
On-chip Interconnects become increasingly slower w.r.t. logic
IOs are increasingly expensive
Consequences
Performance losses
Power/Energy cost
Design closure issues or infeasibility
Reduced wire length
Total wire length
Larger circuits produce more improvement
Lower power per transistor
Decreased interconnect delay
Higher transistor packing densities
Smaller chip areas
There are four ways to build a 3D IC:
Monolithic
Wafer-on-Wafer
Die-on-Wafer
Die On Die
At runtime, thermal variations will introduce additional time-varying clock skew, further increasing design uncertainty
2 - Thermal Issues In 3-D ICs
Due to reduction in chip size of a 3D implementation, 3D circuits exhibit a sharp increase in power density
Analysis of Thermal problems in 3D is necessary to evaluate thermal robustness of different 3D technology and design options.
3 - Reliability Issues In 3-D ICs
Electro thermal and Thermo-mechanical effects between various active layers can influence electro-migration and chip performance
Die yield issues may arise due to mismatches between die yields of different layers, which affect net yield of 3D chips.
TSV check on reset
Control use dedicated Vias in order to establish which vias are corrupted.
If 1, 2 and 3 TSVs are OK, the control set the enable signal set_to and set_from: broken path are skipped!
Pads routing shift as show in the figure
Need to define The handling protocol during the TSVs check
3D IC design is a relief to interconnect driven IC design.
Still many manufacturing and technological difficulties
Physical Design needs to consider the multiple layers of Silicon available.
Optimization of both temperature and wirelength
Placement and routing algorithms need to be modified
[1] J. Davis, et al., "Interconnect limits on gigascale integration (GSI) in the 21st century," Proceedings of the IEEE , vol.89, no.3, pp.305-324, Mar 2001.
[2] Banerjee, K.; Souri, S.J.; Kapur, P.; Saraswat, K.C.; , "3-D ICs: a novel chip design for improving deep- submicrometer interconnect performance and systems-on-chip integration," Proceedings of the IEEE , vol.89, no.5, pp.602-633, May 2001.
3D Integrated Circuits and their economic feasibilityJeffrey Funk
These slides use concepts from my (Jeff Funk) course entitled analyzing hi-tech opportunities to analyze how the economic feasibility of 3D integrated circuits (ICs) is becoming better and this will enable the continuation of Moore’s Law. 3D ICs involve the stacking of transistors and memory cells on top of each other in order to increase the number of transistors per chip area and thus continue Moore’s Law. As opposed to attempting to further reduce the feature sizes, engineers build up. They increase the number of layers of transistors and memory cells just as they have increased the number of layers of metal interconnect. To do this, they connect the different layers of transistors and memory cells with so-called Vias that are fabricated from copper.
IC suppliers began shipping 3D ICs in 2006 and these shipments have gradually grown and expanded from simple structured ICs such as image sensors to power ICs, and more recently memories, microprocessors, and ASICs. It is easier to increase the number of layers on simple than complex structured ICs. The global 3D IC market is expected to grow from $2.21 billion in 2009 to $6.55 billion in 2016 at a compound annual rate of 16.9% from 2011 to 2016.
Although it is hard to compare actual 2D and 3D ICs, simulations allow us to easily do such comparisons. For example, simulations found that chip area is almost 50% less and the metal length is about 28% less for 3D than 2D chips. The shorter metal length means that speeds will be faster since the electrons have less distance to travel. Simulations show that timing delay is 37%, 57% and 65% shorter for 2, 3, and 4-layer 3D ICs, data transfer rates are faster, and operating frequency is about 30% fasters for 3D than 2D ICs. Simulations also show that power consumption is lower for 3D ICs, achieving a 40% reduction with 4-layer 3D ICs as compared to 2D ICs.
Perhaps more importantly, these simulations show that 3D ICs are theoretically cheaper to develop and manufacture. The reason is that 3D ICs can use larger feature sizes than can 2D ICs in order to achieve the same densities of transistors per chip. These larger feature sizes reduce the cost of equipment such as photolithographic equipment, whose costs are rising rapidly. Simulations show that capital costs for 3D ICs are 5% and R&D costs are those of 2D ICs. For manufacturing costs, simulations of flash memory that the advantage of 3D ICs increases as the size of flash memory increases reaching 50% with 256Gb.
All of this suggests that Moore’s Law will continue for many years. Combined with the reductions in feature size that were mentioned earlier from International Technology Roadmap for Semiconductors, there is probably another 10-20 years left in Moore’s Law just from 3D ICs and smaller feature sizes. Nevertheless, challenges remain for 3D ICs. The simulations assume similar yields when in reality it will be harder to achieve similar yields on 3D as 2D ICs given the increa
3D IC Presented by Tripti Kumari, School of Engineering, CUSATthevijayps
A 3D Integrated Circuit is a chip that has active electronic components stacked on one or more layers that are integrated both vertically and horizontally forming a single circuit.
In the 3-D design architecture, an entire chip is divided into a number of blocks, and each block is placed on a separate layer of Si that are stacked on top of each other.
In a generic 3D IC structure, each die is stacked on top of another and communicated by Through-Silicon Vias (TSVs).
Architectural issues
Traditional shared buses do not scale well – bandwidth saturation
Chip IO is pad limited
Physical issues
On-chip Interconnects become increasingly slower w.r.t. logic
IOs are increasingly expensive
Consequences
Performance losses
Power/Energy cost
Design closure issues or infeasibility
Reduced wire length
Total wire length
Larger circuits produce more improvement
Lower power per transistor
Decreased interconnect delay
Higher transistor packing densities
Smaller chip areas
There are four ways to build a 3D IC:
Monolithic
Wafer-on-Wafer
Die-on-Wafer
Die On Die
At runtime, thermal variations will introduce additional time-varying clock skew, further increasing design uncertainty
2 - Thermal Issues In 3-D ICs
Due to reduction in chip size of a 3D implementation, 3D circuits exhibit a sharp increase in power density
Analysis of Thermal problems in 3D is necessary to evaluate thermal robustness of different 3D technology and design options.
3 - Reliability Issues In 3-D ICs
Electro thermal and Thermo-mechanical effects between various active layers can influence electro-migration and chip performance
Die yield issues may arise due to mismatches between die yields of different layers, which affect net yield of 3D chips.
TSV check on reset
Control use dedicated Vias in order to establish which vias are corrupted.
If 1, 2 and 3 TSVs are OK, the control set the enable signal set_to and set_from: broken path are skipped!
Pads routing shift as show in the figure
Need to define The handling protocol during the TSVs check
3D IC design is a relief to interconnect driven IC design.
Still many manufacturing and technological difficulties
Physical Design needs to consider the multiple layers of Silicon available.
Optimization of both temperature and wirelength
Placement and routing algorithms need to be modified
[1] J. Davis, et al., "Interconnect limits on gigascale integration (GSI) in the 21st century," Proceedings of the IEEE , vol.89, no.3, pp.305-324, Mar 2001.
[2] Banerjee, K.; Souri, S.J.; Kapur, P.; Saraswat, K.C.; , "3-D ICs: a novel chip design for improving deep- submicrometer interconnect performance and systems-on-chip integration," Proceedings of the IEEE , vol.89, no.5, pp.602-633, May 2001.
3D Integrated Circuits and their economic feasibilityJeffrey Funk
These slides use concepts from my (Jeff Funk) course entitled analyzing hi-tech opportunities to analyze how the economic feasibility of 3D integrated circuits (ICs) is becoming better and this will enable the continuation of Moore’s Law. 3D ICs involve the stacking of transistors and memory cells on top of each other in order to increase the number of transistors per chip area and thus continue Moore’s Law. As opposed to attempting to further reduce the feature sizes, engineers build up. They increase the number of layers of transistors and memory cells just as they have increased the number of layers of metal interconnect. To do this, they connect the different layers of transistors and memory cells with so-called Vias that are fabricated from copper.
IC suppliers began shipping 3D ICs in 2006 and these shipments have gradually grown and expanded from simple structured ICs such as image sensors to power ICs, and more recently memories, microprocessors, and ASICs. It is easier to increase the number of layers on simple than complex structured ICs. The global 3D IC market is expected to grow from $2.21 billion in 2009 to $6.55 billion in 2016 at a compound annual rate of 16.9% from 2011 to 2016.
Although it is hard to compare actual 2D and 3D ICs, simulations allow us to easily do such comparisons. For example, simulations found that chip area is almost 50% less and the metal length is about 28% less for 3D than 2D chips. The shorter metal length means that speeds will be faster since the electrons have less distance to travel. Simulations show that timing delay is 37%, 57% and 65% shorter for 2, 3, and 4-layer 3D ICs, data transfer rates are faster, and operating frequency is about 30% fasters for 3D than 2D ICs. Simulations also show that power consumption is lower for 3D ICs, achieving a 40% reduction with 4-layer 3D ICs as compared to 2D ICs.
Perhaps more importantly, these simulations show that 3D ICs are theoretically cheaper to develop and manufacture. The reason is that 3D ICs can use larger feature sizes than can 2D ICs in order to achieve the same densities of transistors per chip. These larger feature sizes reduce the cost of equipment such as photolithographic equipment, whose costs are rising rapidly. Simulations show that capital costs for 3D ICs are 5% and R&D costs are those of 2D ICs. For manufacturing costs, simulations of flash memory that the advantage of 3D ICs increases as the size of flash memory increases reaching 50% with 256Gb.
All of this suggests that Moore’s Law will continue for many years. Combined with the reductions in feature size that were mentioned earlier from International Technology Roadmap for Semiconductors, there is probably another 10-20 years left in Moore’s Law just from 3D ICs and smaller feature sizes. Nevertheless, challenges remain for 3D ICs. The simulations assume similar yields when in reality it will be harder to achieve similar yields on 3D as 2D ICs given the increa
This presentation discusses the Lambda based design rules for drawing the layouts. The spacing between ltwo layers, extent if of overlap, minimum dimensions of each layer etc are decided by the lambda based design rules. the separation between metal and poly, poly and diffusion , width of metal etc
This is a presentation on FPGA from my 3rd year academics which was the field of my mini project/seminar in the same. Main emphasis is laid on the application of FPGA in DSP domain
Silicon photonics is an evolving technology in which data is transferred among computer chips by optical rays. Optical rays can carry far more data in less time than electrical conductors.
This presentation gives emphasis on the basics of silicon photonics
3-D ICs are an attractive chip architecture that can alleviate the interconnect related problems such as delay and power dissipation and can also facilitate integration of heterogeneous technologies in one chip (SoC).
This presentation discusses the Lambda based design rules for drawing the layouts. The spacing between ltwo layers, extent if of overlap, minimum dimensions of each layer etc are decided by the lambda based design rules. the separation between metal and poly, poly and diffusion , width of metal etc
This is a presentation on FPGA from my 3rd year academics which was the field of my mini project/seminar in the same. Main emphasis is laid on the application of FPGA in DSP domain
Silicon photonics is an evolving technology in which data is transferred among computer chips by optical rays. Optical rays can carry far more data in less time than electrical conductors.
This presentation gives emphasis on the basics of silicon photonics
3-D ICs are an attractive chip architecture that can alleviate the interconnect related problems such as delay and power dissipation and can also facilitate integration of heterogeneous technologies in one chip (SoC).
Apple announced its Q3 2014 results on 22nd July. This is a detailed summary, with analysis and commentary.
Slides are now showing correctly, in colour. Contact me for more information.
Internet for all: Stratospheric solutions by Google loon and Facebook droneAbdullateef Abdulsalam
Internet for all: Stratospheric solutions by Google loon and Facebook drone
Course project for Wireless Technologies course at Northwestern University's MSIT program
Silicon Valley Test Workshop - 2.5D-3D What - Ira Feldman 111111Ira Feldman
2.5D? 3D? What? Overview of 3D Integrated Circuit Packaging and Test Challenges presented at Silicon Valley Test Workshop (November 11, 2011) by Ira Feldman (www.hightechbizdev.com)
TMost of the petrol bunks today have manipulated the pumps such that it displays the amount as entered but the quantity of fuel filled in the customer's tank is much lesser than the displayed value. let the pumps are tampered for the benefit of the petrol bunks owner. This results in huge profits for the petrol bunks but at the same time the customers are cheated. All the vehicles in India consist of analog meters hence it is not possible to precisely know the amount of fuel currently in the vehicle and also it is not possible to cross check the quantity of fuel filled in the petrol bunk. To creating a digital display of the exact amount of fuel contained in the vehicles tank and also helps in cross checking the quantity of fuel filled at the petrol bunk. Finally once the fuel is filled at a bunk the device also sends an SMS to the vehicle owner indicating the amount, quantity, and date, time to find the exact location of the vehicle.
The unprecedented growth of the Information technology firm is demanding Very Large Scale (VLSI) circuit with increasing functionality and performance at the min. cost and power dissipation. VLSI circuits are aggressively scaled to meet this demand, which in turn has some serious problem for the semiconductorfirm. Additionally heterogeneous integration of different technologies increasingly desirable, for which planer (2-D) IC`s may not be suitable. 3-D ICs are an attractive chip architecture that can alleviate the interconnect related problems such as delay and power dissipation and can also facilitate integration of heterogeneous technologies in one chip (SoC).
THERMAL MODELING AND ANALYSIS OF 3- DIMENSINAL MEMORY INTEGRATION cscpconf
Moore's law describes a long-term trend in the history of computing hardware. The
conventional methods have reached his limits so new fields has to be exploited. Such a concept
is 3-Dimensional integration where the components are arranged in 3D plane. This
arrangement can increase the package density of devices. The successful construction of 3D
memory can lead to a new revolution in designing and manufacturing high performance
microprocessor system on chip. The major problem is the increased temperature effects. It’s
important to develop an accurate power profile extraction methodology to design 3D memory.
The total power dissipation includes static and dynamic component. In this paper the static
power dissipation of the memory cell is analysed and is used to accurately model the inter-layer
thermal effects for 3D memory stack. Then packaging of the chip is considered and modelled
using an architecture level simulator. This modelling is intended to analyse the thermal effects
of 3D memory, its reliability and lifetime of the chip with greater accuracy.
A Novel Methodlogy For Thermal Ananalysis & 3-Dimensional Memory Integrationijait
The semiconductor industry is reaching a fascinating confluence in several evolutionary trends that will likely lead to a number of revolutionary changes in the design, implementation, scaling, and the use of computer systems. However, recently Moore’s law has come to a stand-still since device scaling beyond 65 nm is not practical. 2D integration has problems like memory latency, power dissipation, and large foot-print. 3D technology comes as a solution to the problems posed by 2D integration. The utilization of 3D is limited by the problem of temperature crisis. It is important to develop an accurate power profile extraction methodology to design 3D structure. In this paper, design of 3D integration of memory is considered and hence the static power dissipation of the memory cell is analysed in transistor level and is used to accurately model the inter-layer thermal effects for 3D memory stack. Subsequently, packaging of the chip is considered and modelled using an architecture level simulator. This modelling is intended to analyse the thermal effects of 3D memory, its reliability and lifetime of the chip, with greater accuracy
A NOVEL METHODLOGY FOR THERMAL ANANALYSIS & 3-DIMENSIONAL MEMORY INTEGRATION ijait
The semiconductor industry is reaching a fascinating confluence in several evolutionary trends that will likely lead to a number of revolutionary changes in the design, implementation, scaling, and the use of computer systems. However, recently Moore’s law has come to a stand-still since device scaling beyond
65 nm is not practical. 2D integration has problems like memory latency, power dissipation, and large foot-print. 3D technology comes as a solution to the problems posed by 2D integration. The utilization of 3D is limited by the problem of temperature crisis. It is important to develop an accurate power profile
extraction methodology to design 3D structure. In this paper, design of 3D integration of memory is considered and hence the static power dissipation of the memory cell is analysed in transistor level and is used to accurately model the inter-layer thermal effects for 3D memory stack. Subsequently, packaging
of the chip is considered and modelled using an architecture level simulator. This modelling is intended to analyse the thermal effects of 3D memory, its reliability and lifetime of the chip, with greater accuracy.
System on Chip is a an IC that integrates all the components of an electronic system. This presentation is based on the current trends and challenges in the IP based SOC design.
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.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
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.
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.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
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/
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Connector Corner: Automate dynamic content and events by pushing a button
3d ic's ppt..
1.
2. 3D packaging saves space by stacking
separate chips in a single package. This
packaging, known as System in
Package (SiP) or Chip Stack MCM, does
not integrate the chips into a single circuit.
The chips in the package communicate
using off-chip signaling, much as if they
were mounted in separate packages on a
normal circuit board.
3.
4. Monolithic
• Electronic components and their connections (wiring) are
built in layers on a single semiconductor wafer, which is
then diced into 3D ICs. There is only one substrate, hence
no need for aligning, thinning, bonding, or through-silicon
vias. A recent breakthrough overcame the process
temperature limitation by partitioning the transistor
fabrication to two phase. A high temperature phase which is
done before layer transfer follow by a layer transfer use ion-cut,
also known as layer transfer that has been the
dominant method to produce SOI wafers for the past two
decades. Multiple thin (10s–100s nanometer scale) layers
of virtually defect free Silicon can be created by utilizing low
temperature (<400C) bond and cleave techniques, and
placed on top of active transistor circuitry.
5. Electronic components are built on two or more semiconductor
wafers, which are then aligned, bonded, and diced into 3D
ICs. Each wafer may be thinned before or after bonding.
Vertical connections are either built into the wafers before
bonding or else created in the stack after bonding. These
"through-silicon vias" (TSVs) pass through the silicon
substrate(s) between active layers and/or between an active
layer and an external bond pad. Wafer-on-wafer bonding can
reduce yields, since if any 1 of N chips in a 3D IC are
defective, the entire 3D IC will be defective. Moreover, the
wafers must be the same size, but many exotic materials (e.g.
III-Vs) are manufactured on much smaller wafers than CMOS
logic or DRAM (typically 300 mm), complicating
heterogeneous integration.
6.
7. Traditional scaling of semiconductor chips also improves
signal propagation speed. 3-D integrated circuits were
invented to address the scaling challenge by stacking 2-
D dies and connecting them in the 3rd dimension. This
promises to speed up communication between layered
chips, compared to planar layout.[9] 3D ICs promise many
significant benefits, including:
Cost:
Partitioning a large chip into multiple smaller dies with 3D
stacking can improve the yield and reduce the fabrication
cost if individual dies are tested separately.[10][11]
8. Power
Keeping a signal on-chip can reduce its power consumption by 10–100
times. Shorter wires also reduce power consumption by producing
less parasitic capacitance.Reducing the power budget leads to less heat
generation, extended battery life, and lower cost of operation.
Design
The vertical dimension adds a higher order of connectivity and offers new
design possibilities.
Circuit security
The stacked structure complicates attempts to reverse engineer the circuitry.
Sensitive circuits may also be divided among the layers in such a way as to
obscure the function of each layer.
9.
10. Heat-Heat building up within the stack
must be dissipated. This is an inevitable
issue as electrical proximity correlates with
thermal proximity. Specific thermal
hotspots must be more carefully managed.
Design complexity-Taking full advantage of
3D integration requires sophisticated
design techniques and new CAD tools.
11. . Testing-
To achieve high overall yield and reduce costs, separate testing
of independent dies is essential.[3][19] However, tight integration
between adjacent active layers in 3D ICs entails a significant
amount of interconnect between different sections of the same
circuit module that were partitioned to different dies. Aside from
the massive overhead introduced by required TSVs, sections of
such a module, e.g., a multiplier, cannot be independently tested
by conventional techniques. This particularly applies to timing-critical
paths laid out in 3D.
Yield-
Each extra manufacturing step adds a risk for defects. In order for
3D ICs to be commercially viable, defects could be repaired or
tolerated, or defect density can be improved.
12. Gate-level integration
This style partitions standard cells between multiple dies. It promises
wirelength reduction and great flexibility. However, wirelength
reduction may be undermined unless modules of certain minimal
size are preserved.
Block-level integration
This style assigns entire design blocks to separate dies. Design
blocks subsume most of the netlist connectivity and are linked by a
small number of global interconnects.
13. 3DS (three dimensional stack) is a new IC
packaging technology which uses the die stacking technique.
The digital electronics market requires a higher
density semiconductor memory chip in order to cater to
recently released CPUcomponents, and the multiple die
stacking technique has been suggested as a solution to this
14. Expanded memory capacity
Load reduction ; Higher frequency
Bus turn around time will reduce (Improved
bus efficiency)
Active termination power reduction ; Lower
power consumption
15.
16. Higher cost
• Drill holes/Fill plug by metal/Put bumps
• Thinning
• Handling/Align
• 2 types of die (Master and Slave)