Reports application - Now, digital analytics is truly for everyoneAT Internet
In this webinar, discover our new Reports application.
By using the Reports app, you’ll get:
- A solution that brings all your useful data together in an intuitive and simplified interface
- Ready-to-use, industry-specific reports to help you spot trends and behaviours at a glance
- A fully collaborative tool: Share a report with a co-worker, or send him or her a notification in order to better understand an analysis and dive deeper into your research
Data DevOps - Arif Wider and Sean Gustafson (ThoughtWorks Live)Thoughtworks
To support the successful production, consumption and governance of data needed to establish a data-driven product team, Scout24 (Europe’s largest online marketplace for cars and real estate) and ThoughtWorks created a manifesto of seven principles for DataDevOps.
Lean Enterprise Finding Your Innovation Focus AWS Summit SG 2017Amazon Web Services
Innovation is a buzz, but not everyone is seeking to disrupt. Often a simple shift in capability can bring meaningful change. Hear how AIA’s Innovation Team (Edge) has harnessed the power of Lean Enterprise and is working with AWS to drive rapid prototyping and other techniques to test and validate value early.
How Sapient Razorfish Cuts Its Campaign Deployment Times from Days to Minutes...Amazon Web Services
SapientRazorfish is a global digital transformation company. They transformed their IT infrastructure and development process to use AWS Elastic Beanstalk to deploy marketing campaigns, reducing deployment times from 15+ days to just 3 minutes. This allowed them to rapidly iterate, continuously deploy new features, and deliver innovation at scale for their clients. They accomplished this through a process of discovering problems and goals, transforming their architecture and ways of working to be cloud-native and agile, and executing the new approach.
Plugwise is a technology company based in the Netherlands that develops hardware and software solutions for building efficiency and energy management. They produce socket energy meters, switches, and sensors that wirelessly monitor and control energy consumption. Their solutions measure energy usage at the main, sub, and appliance levels to provide homeowners and businesses with insights into their energy use. Plugwise's products and software work together as a home or business energy management system and form the basis for smart grid applications by allowing better alignment of energy demand and supply.
LatLonGO® is sometimes connected ERP Mobility System that won the 2015 APAC Spatial Excellence Export Award for its SAP Integration capabilities. The software allows for native export of Smallworld/ESRI/AutoCad/OracleSpatia and QGIS features geometries and attributes without loss of cartographic quality. The FME® LatLonGO® writer extends this capability to all FME® supported formats therefore supporting true any data (GIS & SAP) - anybody (simplicity by design) - any client (native iOS, Android, Windows) anytime (offline) geospatial ERP Mobility capability. The LatLonGO® data format is encrypted and compressed providing bullet-proof end device security while allowing for true inter-operability between disparate source GIS. This is crucial for large utilities/telcos maintaining several different GIS and CAD systems wanting to interchange and overlay each others data.
Reports application - Now, digital analytics is truly for everyoneAT Internet
In this webinar, discover our new Reports application.
By using the Reports app, you’ll get:
- A solution that brings all your useful data together in an intuitive and simplified interface
- Ready-to-use, industry-specific reports to help you spot trends and behaviours at a glance
- A fully collaborative tool: Share a report with a co-worker, or send him or her a notification in order to better understand an analysis and dive deeper into your research
Data DevOps - Arif Wider and Sean Gustafson (ThoughtWorks Live)Thoughtworks
To support the successful production, consumption and governance of data needed to establish a data-driven product team, Scout24 (Europe’s largest online marketplace for cars and real estate) and ThoughtWorks created a manifesto of seven principles for DataDevOps.
Lean Enterprise Finding Your Innovation Focus AWS Summit SG 2017Amazon Web Services
Innovation is a buzz, but not everyone is seeking to disrupt. Often a simple shift in capability can bring meaningful change. Hear how AIA’s Innovation Team (Edge) has harnessed the power of Lean Enterprise and is working with AWS to drive rapid prototyping and other techniques to test and validate value early.
How Sapient Razorfish Cuts Its Campaign Deployment Times from Days to Minutes...Amazon Web Services
SapientRazorfish is a global digital transformation company. They transformed their IT infrastructure and development process to use AWS Elastic Beanstalk to deploy marketing campaigns, reducing deployment times from 15+ days to just 3 minutes. This allowed them to rapidly iterate, continuously deploy new features, and deliver innovation at scale for their clients. They accomplished this through a process of discovering problems and goals, transforming their architecture and ways of working to be cloud-native and agile, and executing the new approach.
Plugwise is a technology company based in the Netherlands that develops hardware and software solutions for building efficiency and energy management. They produce socket energy meters, switches, and sensors that wirelessly monitor and control energy consumption. Their solutions measure energy usage at the main, sub, and appliance levels to provide homeowners and businesses with insights into their energy use. Plugwise's products and software work together as a home or business energy management system and form the basis for smart grid applications by allowing better alignment of energy demand and supply.
LatLonGO® is sometimes connected ERP Mobility System that won the 2015 APAC Spatial Excellence Export Award for its SAP Integration capabilities. The software allows for native export of Smallworld/ESRI/AutoCad/OracleSpatia and QGIS features geometries and attributes without loss of cartographic quality. The FME® LatLonGO® writer extends this capability to all FME® supported formats therefore supporting true any data (GIS & SAP) - anybody (simplicity by design) - any client (native iOS, Android, Windows) anytime (offline) geospatial ERP Mobility capability. The LatLonGO® data format is encrypted and compressed providing bullet-proof end device security while allowing for true inter-operability between disparate source GIS. This is crucial for large utilities/telcos maintaining several different GIS and CAD systems wanting to interchange and overlay each others data.
A atual oferta na nuvem pode não ser muito clara para algumas empresas; É importante entender os benefícios da nuvem e não necessariamente a sua localização. Na Nutanix, temos uma visão clara da nossa oferta e para onde queremos ir.
Beyond the Operating System: Red Hat's Open Strategy for the Modern EnterpriseJames Falkner
Red Hat is a leading provider of open source solutions and has been involved in open source since 1993. It offers a wide range of products and services across cloud, middleware, applications, operating systems, and more. Red Hat believes that open source allows for greater flexibility, faster innovation, better quality and security, and more cost-effective solutions for customers. The company is a major contributor to many open source projects and helps customers adopt new technologies like cloud, containers and microservices.
This presentation was given by MapR CMO Jack Norris at Gartner BI and Analytics Summit in las Vegas on April 2, 2014.
Hadoop revolutionizes how data is stored processed and analyzed. Hadoop represents a new data and compute stack that provides huge operational advantages and is being used to change how organizations compete. This session will provide an overview of how customers are using Hadoop today through details on initial uses and a glimpse of how this new platform is providing organizations 10X performance at 1/10 the cost
Why change? Why Open Source? Why Red Hat? Why now?Eric D. Schabell
The document discusses how digital transformation is driving businesses to become more agile and innovative with technology. It notes that over 90% of CEOs are changing how they use technology to meet stakeholder expectations. Open source is presented as a key ingredient for businesses to optimize existing IT, integrate applications and data, add cloud infrastructure, and build more modern applications. Red Hat is described as making open source enterprise-ready through its support, tools, and services across infrastructure, middleware, management, and more. Customer stories show how Red Hat helps organizations in industries like financial services, telecom, government, and healthcare improve IT flexibility, efficiency and transform their businesses.
VMware is a market leader in virtualization software with over $3.7 billion in revenues and over 13,000 employees worldwide. The document discusses how VMware's technologies enable a new era of IT by providing a more flexible, scalable and efficient infrastructure that supports applications across existing datacenters and public cloud services. This allows for an empowered and secure mobile workforce with faster time-to-market for modern applications.
Data technology experts from Pivotal give the latest perspective on how big data analytics and applications are transforming organizations across industries.
This event provides an opportunity to learn about new developments in the rapidly-changing world of big data and understand best practices in creating Internet of Things (IoT) applications.
Learn more about the Pivotal Big Data Roadshow: http://pivotal.io/big-data/data-roadshow
Softchoice helps organizations optimize IT investments, enable end users, increase IT agility, and enable fast/easy IT buying. They partner with organizations to address challenges like enabling user collaboration and productivity, managing IT spending, optimizing asset management, and keeping up with changing cloud technologies. Softchoice provides services focused on user needs, hybrid IT and cloud strategies, asset management, and enabling efficient IT procurement.
PAC Webinar - Digital disruption in the IT industry: with or without you?! Nicolas Beyer
The document is a presentation about digital disruption in the IT industry. Some of the key points summarized are:
- Digital transformation is bringing IT to the center of business strategy and requiring new business imperatives like customer centricity, agility, and data-driven decision making.
- There will be new market segments and growth areas, new players and changing ecosystems, and a shift in IT spending from legacy to growth technologies like cloud, analytics, mobility, and more.
- Traditional IT providers will have to adapt to new consumption patterns, address new decision makers like CMOs in addition to CIOs, and potentially partner with or acquire new types of players like digital agencies.
The document discusses MapR Streams, a global publish/subscribe event streaming system. It provides converged, continuous, and global capabilities. MapR Streams allows producers to publish billions of messages per second to topics, and guarantees immediate and reliable delivery to consumers. It also enables tying together geo-dispersed clusters globally. The document demonstrates MapR Streams capabilities with a live demo and discusses use cases for event streaming across various industries.
10 Reasons Why Smart Organizations are Moving to Cloud BIGoodData
The document outlines 10 reasons why organizations are moving to cloud business intelligence (BI). It discusses how the cloud offers improved usability, innovation, reliability, availability, cost transparency, manageability, adaptability, return on investment, security, and community benefits over traditional on-premise BI. Each section highlights challenges the cloud addresses and includes statistics on GoodData's cloud BI platform. The document is a guide for organizations evaluating cloud BI options.
Integrating Hadoop into your enterprise IT environmentMapR Technologies
This document discusses how MapR Distribution for Hadoop can help enterprises integrate Hadoop into their IT environments. It covers three key trends driving adoption of Hadoop: 1) more data beats better algorithms, 2) big data is overwhelming traditional systems, 3) Hadoop is becoming the disruptive technology at the core of big data. It also discusses two realities: Hadoop is moving towards operational applications and interoperability is key. The document outlines how MapR provides enterprise-grade functionality like high availability, security, integration with open standards to help Hadoop succeed in production environments. It shows how MapR enables both operational and analytical workloads on a single consolidated platform.
Big Data Day LA 2015 - Transforming into a data driven enterprise using exist...Data Con LA
Leading entrepreneurial outfits are disrupting traditional companies by rapidly building data-driven apps. They employ top software talent and effectively use storage, analytics and app-dev tools from various open source ecosystems. We show how companies of all sizes are now transforming into data-driven enterprises using their existing software skill sets by leveraging a single platform that combines flexible data storage systems, advanced analytics and agile app-dev PaaS frameworks, all available now in open source forums.
This document discusses cloud computing concepts such as deployment models (public, private, hybrid cloud) and service models (SaaS, PaaS, IaaS). It outlines the main benefits of cloud computing like cost savings and flexibility as well as challenges around security, control and compatibility. The document then provides statistics on cloud infrastructure spending growth and workload distribution across different cloud models. It discusses barriers to cloud adoption and the importance of organizational change management. Finally, it lists tactics for a successful cloud migration like selecting the right technology, employee involvement, training and documenting progress.
The digitalgenerationishere v5__4pagerMustafa Kuğu
The digital generation, or millennials, will soon dominate the global workforce and economy. For this new generation, cloud and mobile computing are the norm. To succeed, companies must transform their business models and processes to keep up with these digital natives. One of the quickest ways to do so is by moving resources and processes to the cloud using Microsoft and Unisys technologies and services. Their joint solution provides the building blocks needed for digital transformation and helps clients smoothly migrate in a structured and low-risk manner to take advantage of the cloud and mobile opportunities of the new digital economy.
Optimizing Your Information through Interoperability AVEVA Group plc
The document provides information about an AVEVA event discussing interoperability. It will include an overview of how AVEVA supports interoperability through industry standards and initiatives. Rebecca Ward from AVEVA will present on AVEVA's commitment to interoperability and how it helps customers optimize engineering information across asset lifecycles. The presentation will cover AVEVA's agnostic approach, support for standards like ISO 15926 and 10303, and benefits of interoperability for projects and operations.
Primavera is a cloud-based project and facility management solution that provides configurable workflows, a intuitive interface, and cost control capabilities. Enstoa has over 125 years of combined experience implementing Primavera solutions using their 90-day Sprint methodology, which delivers quick value. They implemented Primavera Unifier for a large health system to provide centralized reporting and dashboards.
Iasa Architect responsibilities in the cloudiasaglobal
Cloud platforms drive marketing campaigns that offer to simplify the hardest challenges of information technology. From resilience to scalability, disaster recovery to management, the cloud platforms offer to take the challenge off of the table forever! It can be easy to ?buy in? to the platform. Too often, we find out later that our responsibility as architects cannot ?end at the door? to the provider, that there are provisos and implementation considerations we discover ? often after the provider falls down.
Taking DevOps Monitoring to the Next Level - The 5 Step Guide to Monitoring N...Deborah Schalm
Companies are committed to delivering on higher levels of customer satisfaction for their online services. Unfortunately, many organizations trying to support these initiatives take an interrupt driven approach where they monitor everything with every tool available. The steps you should take to manage to these high levels of SLAs is to start with a review of your current approach and toolset against the business needs to help you create a path to continuous service delivery optimization.
The first step in getting control and visibility into your DevOps environment is to collect and instrument everything. But how do you get started, what are the next steps. In this webinar we will distill the learning from hundreds of our customers into a simple 5 step process.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
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A atual oferta na nuvem pode não ser muito clara para algumas empresas; É importante entender os benefícios da nuvem e não necessariamente a sua localização. Na Nutanix, temos uma visão clara da nossa oferta e para onde queremos ir.
Beyond the Operating System: Red Hat's Open Strategy for the Modern EnterpriseJames Falkner
Red Hat is a leading provider of open source solutions and has been involved in open source since 1993. It offers a wide range of products and services across cloud, middleware, applications, operating systems, and more. Red Hat believes that open source allows for greater flexibility, faster innovation, better quality and security, and more cost-effective solutions for customers. The company is a major contributor to many open source projects and helps customers adopt new technologies like cloud, containers and microservices.
This presentation was given by MapR CMO Jack Norris at Gartner BI and Analytics Summit in las Vegas on April 2, 2014.
Hadoop revolutionizes how data is stored processed and analyzed. Hadoop represents a new data and compute stack that provides huge operational advantages and is being used to change how organizations compete. This session will provide an overview of how customers are using Hadoop today through details on initial uses and a glimpse of how this new platform is providing organizations 10X performance at 1/10 the cost
Why change? Why Open Source? Why Red Hat? Why now?Eric D. Schabell
The document discusses how digital transformation is driving businesses to become more agile and innovative with technology. It notes that over 90% of CEOs are changing how they use technology to meet stakeholder expectations. Open source is presented as a key ingredient for businesses to optimize existing IT, integrate applications and data, add cloud infrastructure, and build more modern applications. Red Hat is described as making open source enterprise-ready through its support, tools, and services across infrastructure, middleware, management, and more. Customer stories show how Red Hat helps organizations in industries like financial services, telecom, government, and healthcare improve IT flexibility, efficiency and transform their businesses.
VMware is a market leader in virtualization software with over $3.7 billion in revenues and over 13,000 employees worldwide. The document discusses how VMware's technologies enable a new era of IT by providing a more flexible, scalable and efficient infrastructure that supports applications across existing datacenters and public cloud services. This allows for an empowered and secure mobile workforce with faster time-to-market for modern applications.
Data technology experts from Pivotal give the latest perspective on how big data analytics and applications are transforming organizations across industries.
This event provides an opportunity to learn about new developments in the rapidly-changing world of big data and understand best practices in creating Internet of Things (IoT) applications.
Learn more about the Pivotal Big Data Roadshow: http://pivotal.io/big-data/data-roadshow
Softchoice helps organizations optimize IT investments, enable end users, increase IT agility, and enable fast/easy IT buying. They partner with organizations to address challenges like enabling user collaboration and productivity, managing IT spending, optimizing asset management, and keeping up with changing cloud technologies. Softchoice provides services focused on user needs, hybrid IT and cloud strategies, asset management, and enabling efficient IT procurement.
PAC Webinar - Digital disruption in the IT industry: with or without you?! Nicolas Beyer
The document is a presentation about digital disruption in the IT industry. Some of the key points summarized are:
- Digital transformation is bringing IT to the center of business strategy and requiring new business imperatives like customer centricity, agility, and data-driven decision making.
- There will be new market segments and growth areas, new players and changing ecosystems, and a shift in IT spending from legacy to growth technologies like cloud, analytics, mobility, and more.
- Traditional IT providers will have to adapt to new consumption patterns, address new decision makers like CMOs in addition to CIOs, and potentially partner with or acquire new types of players like digital agencies.
The document discusses MapR Streams, a global publish/subscribe event streaming system. It provides converged, continuous, and global capabilities. MapR Streams allows producers to publish billions of messages per second to topics, and guarantees immediate and reliable delivery to consumers. It also enables tying together geo-dispersed clusters globally. The document demonstrates MapR Streams capabilities with a live demo and discusses use cases for event streaming across various industries.
10 Reasons Why Smart Organizations are Moving to Cloud BIGoodData
The document outlines 10 reasons why organizations are moving to cloud business intelligence (BI). It discusses how the cloud offers improved usability, innovation, reliability, availability, cost transparency, manageability, adaptability, return on investment, security, and community benefits over traditional on-premise BI. Each section highlights challenges the cloud addresses and includes statistics on GoodData's cloud BI platform. The document is a guide for organizations evaluating cloud BI options.
Integrating Hadoop into your enterprise IT environmentMapR Technologies
This document discusses how MapR Distribution for Hadoop can help enterprises integrate Hadoop into their IT environments. It covers three key trends driving adoption of Hadoop: 1) more data beats better algorithms, 2) big data is overwhelming traditional systems, 3) Hadoop is becoming the disruptive technology at the core of big data. It also discusses two realities: Hadoop is moving towards operational applications and interoperability is key. The document outlines how MapR provides enterprise-grade functionality like high availability, security, integration with open standards to help Hadoop succeed in production environments. It shows how MapR enables both operational and analytical workloads on a single consolidated platform.
Big Data Day LA 2015 - Transforming into a data driven enterprise using exist...Data Con LA
Leading entrepreneurial outfits are disrupting traditional companies by rapidly building data-driven apps. They employ top software talent and effectively use storage, analytics and app-dev tools from various open source ecosystems. We show how companies of all sizes are now transforming into data-driven enterprises using their existing software skill sets by leveraging a single platform that combines flexible data storage systems, advanced analytics and agile app-dev PaaS frameworks, all available now in open source forums.
This document discusses cloud computing concepts such as deployment models (public, private, hybrid cloud) and service models (SaaS, PaaS, IaaS). It outlines the main benefits of cloud computing like cost savings and flexibility as well as challenges around security, control and compatibility. The document then provides statistics on cloud infrastructure spending growth and workload distribution across different cloud models. It discusses barriers to cloud adoption and the importance of organizational change management. Finally, it lists tactics for a successful cloud migration like selecting the right technology, employee involvement, training and documenting progress.
The digitalgenerationishere v5__4pagerMustafa Kuğu
The digital generation, or millennials, will soon dominate the global workforce and economy. For this new generation, cloud and mobile computing are the norm. To succeed, companies must transform their business models and processes to keep up with these digital natives. One of the quickest ways to do so is by moving resources and processes to the cloud using Microsoft and Unisys technologies and services. Their joint solution provides the building blocks needed for digital transformation and helps clients smoothly migrate in a structured and low-risk manner to take advantage of the cloud and mobile opportunities of the new digital economy.
Optimizing Your Information through Interoperability AVEVA Group plc
The document provides information about an AVEVA event discussing interoperability. It will include an overview of how AVEVA supports interoperability through industry standards and initiatives. Rebecca Ward from AVEVA will present on AVEVA's commitment to interoperability and how it helps customers optimize engineering information across asset lifecycles. The presentation will cover AVEVA's agnostic approach, support for standards like ISO 15926 and 10303, and benefits of interoperability for projects and operations.
Primavera is a cloud-based project and facility management solution that provides configurable workflows, a intuitive interface, and cost control capabilities. Enstoa has over 125 years of combined experience implementing Primavera solutions using their 90-day Sprint methodology, which delivers quick value. They implemented Primavera Unifier for a large health system to provide centralized reporting and dashboards.
Iasa Architect responsibilities in the cloudiasaglobal
Cloud platforms drive marketing campaigns that offer to simplify the hardest challenges of information technology. From resilience to scalability, disaster recovery to management, the cloud platforms offer to take the challenge off of the table forever! It can be easy to ?buy in? to the platform. Too often, we find out later that our responsibility as architects cannot ?end at the door? to the provider, that there are provisos and implementation considerations we discover ? often after the provider falls down.
Taking DevOps Monitoring to the Next Level - The 5 Step Guide to Monitoring N...Deborah Schalm
Companies are committed to delivering on higher levels of customer satisfaction for their online services. Unfortunately, many organizations trying to support these initiatives take an interrupt driven approach where they monitor everything with every tool available. The steps you should take to manage to these high levels of SLAs is to start with a review of your current approach and toolset against the business needs to help you create a path to continuous service delivery optimization.
The first step in getting control and visibility into your DevOps environment is to collect and instrument everything. But how do you get started, what are the next steps. In this webinar we will distill the learning from hundreds of our customers into a simple 5 step process.
Similar to Infrastructure: Mouvements, tendances et visions par Dheeraj PANDEY, CEO Nutanix (20)
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
Advanced control scheme of doubly fed induction generator for wind turbine us...IJECEIAES
This paper describes a speed control device for generating electrical energy on an electricity network based on the doubly fed induction generator (DFIG) used for wind power conversion systems. At first, a double-fed induction generator model was constructed. A control law is formulated to govern the flow of energy between the stator of a DFIG and the energy network using three types of controllers: proportional integral (PI), sliding mode controller (SMC) and second order sliding mode controller (SOSMC). Their different results in terms of power reference tracking, reaction to unexpected speed fluctuations, sensitivity to perturbations, and resilience against machine parameter alterations are compared. MATLAB/Simulink was used to conduct the simulations for the preceding study. Multiple simulations have shown very satisfying results, and the investigations demonstrate the efficacy and power-enhancing capabilities of the suggested control system.
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A review on techniques and modelling methodologies used for checking electrom...nooriasukmaningtyas
The proper function of the integrated circuit (IC) in an inhibiting electromagnetic environment has always been a serious concern throughout the decades of revolution in the world of electronics, from disjunct devices to today’s integrated circuit technology, where billions of transistors are combined on a single chip. The automotive industry and smart vehicles in particular, are confronting design issues such as being prone to electromagnetic interference (EMI). Electronic control devices calculate incorrect outputs because of EMI and sensors give misleading values which can prove fatal in case of automotives. In this paper, the authors have non exhaustively tried to review research work concerned with the investigation of EMI in ICs and prediction of this EMI using various modelling methodologies and measurement setups.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
A SYSTEMATIC RISK ASSESSMENT APPROACH FOR SECURING THE SMART IRRIGATION SYSTEMSIJNSA Journal
The smart irrigation system represents an innovative approach to optimize water usage in agricultural and landscaping practices. The integration of cutting-edge technologies, including sensors, actuators, and data analysis, empowers this system to provide accurate monitoring and control of irrigation processes by leveraging real-time environmental conditions. The main objective of a smart irrigation system is to optimize water efficiency, minimize expenses, and foster the adoption of sustainable water management methods. This paper conducts a systematic risk assessment by exploring the key components/assets and their functionalities in the smart irrigation system. The crucial role of sensors in gathering data on soil moisture, weather patterns, and plant well-being is emphasized in this system. These sensors enable intelligent decision-making in irrigation scheduling and water distribution, leading to enhanced water efficiency and sustainable water management practices. Actuators enable automated control of irrigation devices, ensuring precise and targeted water delivery to plants. Additionally, the paper addresses the potential threat and vulnerabilities associated with smart irrigation systems. It discusses limitations of the system, such as power constraints and computational capabilities, and calculates the potential security risks. The paper suggests possible risk treatment methods for effective secure system operation. In conclusion, the paper emphasizes the significant benefits of implementing smart irrigation systems, including improved water conservation, increased crop yield, and reduced environmental impact. Additionally, based on the security analysis conducted, the paper recommends the implementation of countermeasures and security approaches to address vulnerabilities and ensure the integrity and reliability of the system. By incorporating these measures, smart irrigation technology can revolutionize water management practices in agriculture, promoting sustainability, resource efficiency, and safeguarding against potential security threats.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
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K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.