Focus on Your High Risk Parts. BOM Grading is an algorithm used to evaluate the BOM based on the individual part’s data. as lifecycle, multi-sourcing, inventory and environmental risk.
This document discusses advanced techniques for forecasting part obsolescence to support strategic management of diminishing manufacturing sources and material shortages (DMSMS) problems. It describes existing ordinal scale and data mining approaches to obsolescence forecasting and their limitations. The objective is to develop a new data mining approach that mines part databases to identify trends and forecast obsolescence dates, even for parts without clear parametric drivers. Examples are provided of forecasts for linear regulators and other part types.
In considering the techniques that may be used for digital circuit testing, two distinct philosophies may be found, First is Functional Testing, which undertake a series of functional tests and check for the correct (fault free) 0 or 1 output response. It does not consider how the circuit is designed, but only that it gives the correct output during test and second one is Fault Modelling in whichto consider the possible Faults that may occur within the circuit, and then to apply a series of tests which are specifically formulated to check whether each of these faults is present or not.The faults which are likely to occur on the wafer during the manufacture of the ICs, and compute the result on the circuit output(s) with or without each fault present. Each of the final series of tests is then designed to show that a particular fault is present or not.
How are Companies Overcoming the Global Chip Shortage Qt
61 % of decision makers agree that the current semiconductor shortage has negatively impacted their ability to deliver new products, according to a recent Forester Consulting study commissioned by Qt.* The chip shortage will continue impacting businesses throughout 2021.
Join Peter Schneider, Senior Product Manager @ The Qt Company, in this webinar to get an overview on how your peers are reacting to the semiconductor shortage, and how Qt’s innovative “Develop Once, Deploy Often” concept prepares enterprises for future chip shortages. Peter will outline how cross-platform development helps to build beautiful User Interfaces effectively on different chipset technologies and operating systems. The webinar will give clues on the magic of a smooth developer and deployment workflow. Furthermore, the webinar will give pragmatic tips on the first steps towards a chipset independence.
Più spesso di quanto dovrebbe accadere, quando il management osserva i costi aziendali sostenuti durante l’anno, su pochi di essi è in grado di rallegrarsi. I costi aziendali sono vissuti con grande frustrazione alla ricerca della vendita che assicuri la crescita del fatturato: una crescita che allontani lo spettro della perdita d’esercizio. È inevitabile dunque che, quando un imprenditore sente parlare di “catena del valore” e le componenti di questo valore sono costi, non sono molti a percepirne il senso. Eppure è evidente: se non reputi che quel costo sia un valore per il cliente finale esso è uno spreco, se non è uno spreco devi trasformarlo in valore percepibile. Se ritieni che tutti i costi sostenuti siano “dolori” è la tua percezione di ciò che il cliente ritiene sia un valore a mancare.
RISK MANAGEMENT IN AMMONIA UREA PLANTS.pdfPremBaboo4
This document discusses risk management in ammonia and urea plants. It begins by introducing ammonia production and describing the hazards posed by accidental releases of gases like ammonia. It then analyzes the hazards using indices to assess the fire, explosion, and toxicity risks of different units. Several potential hazards are identified with severity ranging from light to severe. The document provides an overview of the ammonia production process and describes some of the key units involved like desulfurization and reforming. It analyzes failure modes and risks to help evaluate consequences and determine risk reduction measures.
Risk Management is the Identification, Analysis and Economic Control of those Risks which can Threaten the Assets (Property, Human) or the Earning Capacity of an Enterprise” Risk management is the process of identifying, assessing and controlling threats to an organization's capital and earnings. These risks stem from a variety of sources including financial uncertainties, legal liabilities, technology issues, strategic management errors, accidents and natural disasters. The article intended The Fertilizer Plant pose fire,
This document discusses risk-based decision making and provides examples from automobile insurance. It explains that risk is calculated as the probability of failure multiplied by the consequence. Important factors in risk-based decisions are understanding your risk tolerance, estimating probability of failure, and evaluating consequences. The document provides guidance on various risk-based inspection standards and resources from organizations like ASME and API. It emphasizes using both qualitative and quantitative analysis, with common sense prevailing over strict mathematics.
This document discusses advanced techniques for forecasting part obsolescence to support strategic management of diminishing manufacturing sources and material shortages (DMSMS) problems. It describes existing ordinal scale and data mining approaches to obsolescence forecasting and their limitations. The objective is to develop a new data mining approach that mines part databases to identify trends and forecast obsolescence dates, even for parts without clear parametric drivers. Examples are provided of forecasts for linear regulators and other part types.
In considering the techniques that may be used for digital circuit testing, two distinct philosophies may be found, First is Functional Testing, which undertake a series of functional tests and check for the correct (fault free) 0 or 1 output response. It does not consider how the circuit is designed, but only that it gives the correct output during test and second one is Fault Modelling in whichto consider the possible Faults that may occur within the circuit, and then to apply a series of tests which are specifically formulated to check whether each of these faults is present or not.The faults which are likely to occur on the wafer during the manufacture of the ICs, and compute the result on the circuit output(s) with or without each fault present. Each of the final series of tests is then designed to show that a particular fault is present or not.
How are Companies Overcoming the Global Chip Shortage Qt
61 % of decision makers agree that the current semiconductor shortage has negatively impacted their ability to deliver new products, according to a recent Forester Consulting study commissioned by Qt.* The chip shortage will continue impacting businesses throughout 2021.
Join Peter Schneider, Senior Product Manager @ The Qt Company, in this webinar to get an overview on how your peers are reacting to the semiconductor shortage, and how Qt’s innovative “Develop Once, Deploy Often” concept prepares enterprises for future chip shortages. Peter will outline how cross-platform development helps to build beautiful User Interfaces effectively on different chipset technologies and operating systems. The webinar will give clues on the magic of a smooth developer and deployment workflow. Furthermore, the webinar will give pragmatic tips on the first steps towards a chipset independence.
Più spesso di quanto dovrebbe accadere, quando il management osserva i costi aziendali sostenuti durante l’anno, su pochi di essi è in grado di rallegrarsi. I costi aziendali sono vissuti con grande frustrazione alla ricerca della vendita che assicuri la crescita del fatturato: una crescita che allontani lo spettro della perdita d’esercizio. È inevitabile dunque che, quando un imprenditore sente parlare di “catena del valore” e le componenti di questo valore sono costi, non sono molti a percepirne il senso. Eppure è evidente: se non reputi che quel costo sia un valore per il cliente finale esso è uno spreco, se non è uno spreco devi trasformarlo in valore percepibile. Se ritieni che tutti i costi sostenuti siano “dolori” è la tua percezione di ciò che il cliente ritiene sia un valore a mancare.
RISK MANAGEMENT IN AMMONIA UREA PLANTS.pdfPremBaboo4
This document discusses risk management in ammonia and urea plants. It begins by introducing ammonia production and describing the hazards posed by accidental releases of gases like ammonia. It then analyzes the hazards using indices to assess the fire, explosion, and toxicity risks of different units. Several potential hazards are identified with severity ranging from light to severe. The document provides an overview of the ammonia production process and describes some of the key units involved like desulfurization and reforming. It analyzes failure modes and risks to help evaluate consequences and determine risk reduction measures.
Risk Management is the Identification, Analysis and Economic Control of those Risks which can Threaten the Assets (Property, Human) or the Earning Capacity of an Enterprise” Risk management is the process of identifying, assessing and controlling threats to an organization's capital and earnings. These risks stem from a variety of sources including financial uncertainties, legal liabilities, technology issues, strategic management errors, accidents and natural disasters. The article intended The Fertilizer Plant pose fire,
This document discusses risk-based decision making and provides examples from automobile insurance. It explains that risk is calculated as the probability of failure multiplied by the consequence. Important factors in risk-based decisions are understanding your risk tolerance, estimating probability of failure, and evaluating consequences. The document provides guidance on various risk-based inspection standards and resources from organizations like ASME and API. It emphasizes using both qualitative and quantitative analysis, with common sense prevailing over strict mathematics.
SiliconExpert's new REACH infographic takes a look at REACH’s compliance and growth over the past year, the percentage of components and manufacturers who publish REACH information, top product lines containing SVHCs, the growth of SVHCs in this past year and more. Also, new in our 2014 REACH infographic are Authorized substances. All data current as of August 2014
The document discusses the RoHS2 directive, which restricts the use of six hazardous substances in electrical and electronic equipment. RoHS2 took effect in 2013 and requires manufacturers to CE-mark their products and provide a declaration of conformity. Data from SiliconExpert shows that 37% of active components were RoHS2 compliant as of 2014, with compliance increasing over time as older products were phased out. Product categories like passives and interconnects had higher compliance than others.
Companies that file certain reports with the SEC must exercise due diligence on the source and chain of custody of conflict minerals according to the regulator. The first such Conflict Minerals Report is due May 31, 2014 for the previous calendar year and then annual reports will be required going forward.
The document discusses the results of a study on the effects of a new drug on memory and cognitive function in older adults. The double-blind study involved 100 participants aged 65-80 who were given either the drug or a placebo daily for 6 months. Researchers found that those who received the drug performed significantly better on memory and problem-solving tests at the end of the study compared to those who received the placebo.
RoHS Transitioning to RoHS2: Compliance, Exemptions & Impact in the Electroni...SiliconExpert Technologies
Take a look at the current state of RoHS in the electronics industry and understand the main intentions and outcomes of the RoHS2 recast. Find out more about RoHS component compliance, the product categories most affected, and the timeline of when parts were introduced with their subsequent compliance. Next, we look into the RoHS2 Directive, which was transposed to law January 2, 2013, and speak to the overall outcomes, changes and expansions of the directive's recast. http://siliconexpert.com/blog/RoHS2
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise stimulates the production of endorphins in the brain which elevate mood and reduce stress levels.
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
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
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframePrecisely
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
SiliconExpert's new REACH infographic takes a look at REACH’s compliance and growth over the past year, the percentage of components and manufacturers who publish REACH information, top product lines containing SVHCs, the growth of SVHCs in this past year and more. Also, new in our 2014 REACH infographic are Authorized substances. All data current as of August 2014
The document discusses the RoHS2 directive, which restricts the use of six hazardous substances in electrical and electronic equipment. RoHS2 took effect in 2013 and requires manufacturers to CE-mark their products and provide a declaration of conformity. Data from SiliconExpert shows that 37% of active components were RoHS2 compliant as of 2014, with compliance increasing over time as older products were phased out. Product categories like passives and interconnects had higher compliance than others.
Companies that file certain reports with the SEC must exercise due diligence on the source and chain of custody of conflict minerals according to the regulator. The first such Conflict Minerals Report is due May 31, 2014 for the previous calendar year and then annual reports will be required going forward.
The document discusses the results of a study on the effects of a new drug on memory and cognitive function in older adults. The double-blind study involved 100 participants aged 65-80 who were given either the drug or a placebo daily for 6 months. Researchers found that those who received the drug performed significantly better on memory and problem-solving tests at the end of the study compared to those who received the placebo.
RoHS Transitioning to RoHS2: Compliance, Exemptions & Impact in the Electroni...SiliconExpert Technologies
Take a look at the current state of RoHS in the electronics industry and understand the main intentions and outcomes of the RoHS2 recast. Find out more about RoHS component compliance, the product categories most affected, and the timeline of when parts were introduced with their subsequent compliance. Next, we look into the RoHS2 Directive, which was transposed to law January 2, 2013, and speak to the overall outcomes, changes and expansions of the directive's recast. http://siliconexpert.com/blog/RoHS2
The document discusses the benefits of exercise for mental health. Regular physical activity can help reduce anxiety and depression and improve mood and cognitive function. Exercise stimulates the production of endorphins in the brain which elevate mood and reduce stress levels.
In the realm of cybersecurity, offensive security practices act as a critical shield. By simulating real-world attacks in a controlled environment, these techniques expose vulnerabilities before malicious actors can exploit them. This proactive approach allows manufacturers to identify and fix weaknesses, significantly enhancing system security.
This presentation delves into the development of a system designed to mimic Galileo's Open Service signal using software-defined radio (SDR) technology. We'll begin with a foundational overview of both Global Navigation Satellite Systems (GNSS) and the intricacies of digital signal processing.
The presentation culminates in a live demonstration. We'll showcase the manipulation of Galileo's Open Service pilot signal, simulating an attack on various software and hardware systems. This practical demonstration serves to highlight the potential consequences of unaddressed vulnerabilities, emphasizing the importance of offensive security practices in safeguarding critical infrastructure.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
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
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframePrecisely
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
A Comprehensive Guide to DeFi Development Services in 2024Intelisync
DeFi represents a paradigm shift in the financial industry. Instead of relying on traditional, centralized institutions like banks, DeFi leverages blockchain technology to create a decentralized network of financial services. This means that financial transactions can occur directly between parties, without intermediaries, using smart contracts on platforms like Ethereum.
In 2024, we are witnessing an explosion of new DeFi projects and protocols, each pushing the boundaries of what’s possible in finance.
In summary, DeFi in 2024 is not just a trend; it’s a revolution that democratizes finance, enhances security and transparency, and fosters continuous innovation. As we proceed through this presentation, we'll explore the various components and services of DeFi in detail, shedding light on how they are transforming the financial landscape.
At Intelisync, we specialize in providing comprehensive DeFi development services tailored to meet the unique needs of our clients. From smart contract development to dApp creation and security audits, we ensure that your DeFi project is built with innovation, security, and scalability in mind. Trust Intelisync to guide you through the intricate landscape of decentralized finance and unlock the full potential of blockchain technology.
Ready to take your DeFi project to the next level? Partner with Intelisync for expert DeFi development services today!
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
1. www.siliconexpert.com
BOM GRADING
Focus on Your High RiskParts
BOM (Bill of Materials) Grading is an algorithm used to evaluate the BOM based on the individual part’s data such
as lifecycle, multi-sourcing, inventory and environmental risk. Silicon Expert provides a default weight for each of
these factors, which can be changed by the customer.
Multi-SourcingRisk
InventoryRisk
EnvironmentalRisk
LifecycleRisk 50%
10%
20%
20%
2. OVERALL BOM GRADE
Sum of All the Risks Results in an Overall BOM Grade
LowRisk Medium Risk
High Risk Unknown
A B
C ?
3. EVALUATE YOUR BOM GRADE
In each grading category, all high risk parts are highlighted in numerical effort. Each of the 4 risk factors
will provide a list and a graph:
A List of High Risk Parts Pie Graph Risk Statuses for Each Risk
Low Risk Parts High Risk Parts Medium Risk Parts
LifecycleRisk
Multi-SourcingRisk
InventoryRisk
EnvironmentalRisk
4. Also Each factor will have an Additional Graph
Lifecycle Risk Multi-Sourcing Risk Inventory Risk Environmental Risk
Trending bar graph outlining
lifecycle risk changes within
the next 4 years
Second pie chart showing
number of sources for each
part in a BOM
Inventory availability graph
displaying inventory and
options across vendors
Regulation compliance graph
displaying compliance and non-
Compliance statuses
5. ENHANCEYOUR BOM GRADE
Method 1 : Immediately Take Action
Five actions may be taken for a part to address its medium to high risk grade
Set Reminder
to Revisit a Part
Forward the Part
Information to Colleague
Associate with
a Crossed Part
Submit a Ticket For
SiliconExpert Review
Change the
Part’s Status
6. Method 2: SiliconExpert recommendations
For high risk parts where applicable SiliconExpert will provide solutions
Provide Options to Accept,
Reject or Compare
the Risky Part
Provide Explanation for
Why Options were
Recommended
Side by Side
Comparison
of the Two Parts
Do you have the industry tool for risk assessment?
Upgrade your BOM Manager today
Email us at: sales@siliconexpert.com