This slide is about to Physical infrastructure & cost of warehouse-scale computers. In this slide we coverd this topic and also describe the Electricity consumption and cooling system for WSC
Kenneth McNamee discusses net zero energy airports and definitions. The document outlines steps to gather energy and water consumption data for airports categorized by passenger volume and climate region to benchmark performance. This identifies opportunities to improve building systems and understand that airports are large energy consumers. A path toward net zero energy airports is presented with examples from Europe of regulatory support for low carbon aviation.
Introduction to Cloud Computing, Roots of Cloud Computing ,Desired Features of Cloud Computing ,Challenges and Risks ,Benefits and Disadvantages of Cloud Computing
This document discusses data center network optimization. It begins with background on data centers and their increasing importance due to cloud computing. It then discusses challenges with current hierarchical data center network architectures, including network congestion, latency issues, and inefficient east-west traffic management. The author proposes a new "Hybrid Flow based Packet filtering, forwarding, and MEMS based all Optical Switching" architecture using OpenFlow and SDN control to help address these challenges by improving performance, scalability, and resource utilization while reducing costs.
Building Blocks for Eco-efficient Cloud Computing for Higher Learning Institu...Editor IJCATR
Owning and managing a cloud-computing infrastructure, i.e. private data centers (DC), is a feasible way forward for an organization to ensure security of data when opting for cloud computing services. However, the cost associated with operating and managing a DC is a challenge because of the huge amount of power consumed and the carbon dioxide added to the environment. In particular, Higher Learning Institutions in Tanzania (HLIT) are among the institutions which need efficient computing infrastructure. This paper proposes eco-efficient cloud computing building blocks that ensure environment protection and optimal operational costs of a cloud computing framework that suffices HLIT computing needs. The proposed building blocks are in a form of power usage (renewable and nonrenewable); cloud deployment model and data center location; ambient climatic conditions and data center cooling; network coverage; quality of service and HLIT cloud software. The blocks are identified by considering HLIT computing requirements and challenges that exist in managing and operating cloud data centers. Moreover, this work identifies the challenges associated with optimization of resource usage in the proposed approach; and suggests related solutions as future work.
UK Data Centre Capabilty Presentation Rev.AGary Marshall
This document discusses future possibilities for data centers in 2025. It suggests that data centers may have a combination of both large, centralized facilities as well as smaller, localized centers closer to customers for latency reasons. Alternative power sources like solar and fuel cells are also discussed as ways to reduce power costs, which currently exceed 33% of total data center spending. The document also predicts that virtualization and converged infrastructure will require higher power densities per rack, posing challenges for legacy data center designs. Overall, the trends point towards more efficient, powerful and denser computing and storage technologies driving data center growth through 2025.
The control center is the central nerve system of the power
system. It senses the pulse of the power system, adjusts its
condition, coordinates its movement, and provides defense
against exogenous events. In this paper, we review the functions
and architectures of control centers: their past, present,
and likely future.
We first give a brief historical account of the evolution
of control centers. A great impetus to the development
of control centers occurred after the northeast blackout
of 1965 when the commission investigating the incident
recommended that “utilities should intensify the pursuit of
all opportunities to expand the effective use of computers
This document discusses IT infrastructure and cloud computing. It begins by defining IT infrastructure as the set of physical devices and software required to operate an enterprise, including computing platforms, telecommunications services, data management services, and application software. It then discusses the evolution of IT infrastructure from mainframes to personal computers to client/server systems to today's enterprise computing and cloud/mobile era. The document also covers technology drivers like Moore's Law, factors to consider when determining an IT budget, and provides an overview of cloud computing including its origins and value proposition.
Kenneth McNamee discusses net zero energy airports and definitions. The document outlines steps to gather energy and water consumption data for airports categorized by passenger volume and climate region to benchmark performance. This identifies opportunities to improve building systems and understand that airports are large energy consumers. A path toward net zero energy airports is presented with examples from Europe of regulatory support for low carbon aviation.
Introduction to Cloud Computing, Roots of Cloud Computing ,Desired Features of Cloud Computing ,Challenges and Risks ,Benefits and Disadvantages of Cloud Computing
This document discusses data center network optimization. It begins with background on data centers and their increasing importance due to cloud computing. It then discusses challenges with current hierarchical data center network architectures, including network congestion, latency issues, and inefficient east-west traffic management. The author proposes a new "Hybrid Flow based Packet filtering, forwarding, and MEMS based all Optical Switching" architecture using OpenFlow and SDN control to help address these challenges by improving performance, scalability, and resource utilization while reducing costs.
Building Blocks for Eco-efficient Cloud Computing for Higher Learning Institu...Editor IJCATR
Owning and managing a cloud-computing infrastructure, i.e. private data centers (DC), is a feasible way forward for an organization to ensure security of data when opting for cloud computing services. However, the cost associated with operating and managing a DC is a challenge because of the huge amount of power consumed and the carbon dioxide added to the environment. In particular, Higher Learning Institutions in Tanzania (HLIT) are among the institutions which need efficient computing infrastructure. This paper proposes eco-efficient cloud computing building blocks that ensure environment protection and optimal operational costs of a cloud computing framework that suffices HLIT computing needs. The proposed building blocks are in a form of power usage (renewable and nonrenewable); cloud deployment model and data center location; ambient climatic conditions and data center cooling; network coverage; quality of service and HLIT cloud software. The blocks are identified by considering HLIT computing requirements and challenges that exist in managing and operating cloud data centers. Moreover, this work identifies the challenges associated with optimization of resource usage in the proposed approach; and suggests related solutions as future work.
UK Data Centre Capabilty Presentation Rev.AGary Marshall
This document discusses future possibilities for data centers in 2025. It suggests that data centers may have a combination of both large, centralized facilities as well as smaller, localized centers closer to customers for latency reasons. Alternative power sources like solar and fuel cells are also discussed as ways to reduce power costs, which currently exceed 33% of total data center spending. The document also predicts that virtualization and converged infrastructure will require higher power densities per rack, posing challenges for legacy data center designs. Overall, the trends point towards more efficient, powerful and denser computing and storage technologies driving data center growth through 2025.
The control center is the central nerve system of the power
system. It senses the pulse of the power system, adjusts its
condition, coordinates its movement, and provides defense
against exogenous events. In this paper, we review the functions
and architectures of control centers: their past, present,
and likely future.
We first give a brief historical account of the evolution
of control centers. A great impetus to the development
of control centers occurred after the northeast blackout
of 1965 when the commission investigating the incident
recommended that “utilities should intensify the pursuit of
all opportunities to expand the effective use of computers
This document discusses IT infrastructure and cloud computing. It begins by defining IT infrastructure as the set of physical devices and software required to operate an enterprise, including computing platforms, telecommunications services, data management services, and application software. It then discusses the evolution of IT infrastructure from mainframes to personal computers to client/server systems to today's enterprise computing and cloud/mobile era. The document also covers technology drivers like Moore's Law, factors to consider when determining an IT budget, and provides an overview of cloud computing including its origins and value proposition.
Huawei provides an end-to-end cloud computing solution called SingleCLOUD that features a large, flexible platform for resource sharing. The solution includes cloud data centers, applications, and success stories of companies adopting the cloud. Key benefits include reducing costs, improving efficiency, and enhancing data security and management. Huawei's strategy is to migrate telecom services and applications to the cloud to speed digital transformation and build an open ecosystem for partners.
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
This document summarizes research on techniques for virtual machine (VM) scheduling and management to improve energy efficiency in cloud computing. It discusses how VM scheduling algorithms aim to optimally map VMs to physical servers while minimizing costs and power consumption. Precopy and postcopy live migration techniques are described for managing VMs. The document surveys various algorithms for VM scheduling, including ones based on data transfer time, linear programming, and combinatorial optimization. It also discusses factors that affect VM migration efficiency such as hypervisor options and network configuration. Overall, the document provides an overview of energy-efficient approaches for VM scheduling and management in cloud computing.
eBook: Guide to Data Center Cabling Infrastructure
In This Free 36-page eBook:
*10 Gb/s Data Center Solutions
*Best Practices for Data Center Infrastructure Design
*Comparing Copper and Fiber Options in the Data Center
*The Hidden Costs of 10 Gb/s UTP Systems
*Light it Up: Fiber *Transmissions and Applications
*Cabling Infrastructure and Green Building Initiatives
About the Author:
Carrie Higbie has been involved in the computing and networking for 25+ years in executive and consultant roles. She is Siemon’s Global Network Applications Manager supporting end-users and active electronics manufacturers. She publishes columns and speaks at industry events globally. Carrie is an expert on TechTarget’s SearchNetworking, SearchVoIP, and SearchDataCenters and authors columns for these and SearchCIO and SearchMobile forums and is on the board of advisors. She is on the BOD and former President of the BladeSystems Alliance. She participates in IEEE, the Ethernet Alliance and IDC Enterprise Expert Panels. She has one telecommunications patent and one pending.
ScottMadden has developed an approach for analyzing data center requirements and driving improvements in existing data center retrofits. Our approach takes into account the technological requirements, the physical attributes of a data center, and the requirements for a rigorous measurement and verification program needed to ensure improvements actually capture the energy efficiently gains and the resultant greenhouse gas reductions.
Our approach addresses the latest trends in data center management such as virtualization and cloud computing and provide a framework for developing metrics needed to drive changes in data center performance.
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRESijcsit
This document summarizes a research paper on scheduling flows in hybrid optical and electrical networks for cloud data centers. The paper proposes a strategy for selecting which flows are suitable to switch from the electrical packet network to the optical circuit network. It presents techniques for detecting bottlenecks in the packet network and selecting flows to offload. Simulation results showed improved network performance from this flow selection approach, including higher average throughput, lower configuration delay, and more stable offloaded flows.
Commercial Overview DC Session 4 Introduction To Energy In The Data Centrepaul_mathews
The document discusses energy usage in data centres, noting that IT equipment accounts for 40% of energy consumption while cooling and ventilation makes up 35%. It also outlines metrics for measuring data centre efficiency like PUE and DCIE and discusses factors that influence energy consumption from cooling systems, UPS systems, and the external environment. Standards and legislation from organizations like the EU and US aim to improve data centre energy efficiency and reduce costs and environmental impact.
The document discusses the future of mobile networks known as HetNets and the increasing role of small cells. It notes that small cell deployments are growing rapidly, with over 1 million cells deployed by some major operators. Small cells provide benefits like improved coverage, greater capacity and spectrum efficiency. The document also discusses network considerations for HetNets including interference management and backhaul options. It examines usage scenarios for small cells like in homes, enterprises, rural networks and integrated with Wi-Fi.
The document describes the development of a Wireless Automatic Meter Reading System (WAMRS) in Oman. Key aspects include:
1) WAMRS allows for non-intrusive and wireless collection of electricity consumption data from customer premises via a premises unit that transmits to central points and a billing office server.
2) The premises unit utilizes a digital meter, microcontroller, wireless transmitter chip, and memory to periodically transmit consumption data.
3) Central points receive data from premises units and retransmit over longer distances to the billing office server and database.
4) The system authenticates devices and transmissions using a three-way handshake protocol and random number table for security.
SIM - Sesi 4.1 IT Infrastructure & Emerging Technology- SAP.pptxAntoniusPrisaptaMuly
IT infrastructure provides the foundation for serving customers, working with vendors, and managing business processes. It defines a firm's current and near-term capabilities. IT infrastructure can be viewed as comprising technology or as clusters of services like computing, telecommunications, data management, and more. This service-based perspective highlights the business value provided by IT infrastructure. A firm's capabilities to provide services to customers, suppliers and employees depends directly on its IT infrastructure, which ideally supports the firm's business and IT strategies. New information technologies significantly impact business and IT strategies as well as customer-facing services.
Sklubi AlumniWeekend 23.10.2010:
Reijo Maihaniemi
Electricity Consumption: General
Electricity Savings Through DC Power Feed
DC Data Center Projects in the World
ICT Energy saving actions
This document provides an overview of the evolution of the internet and key technologies enabling it, including internet of things (IoT), 5G, cloud computing, data centers, and network virtualization. It discusses how IoT and cloud computing produce big data stored in data centers, and how 5G, data centers, and network virtualization technologies will act as the backbone for cloud services and IoT applications. It also outlines some of the applications, requirements, and trends related to these technologies.
IBM Netcool: Smarter Energy and Utilities 130910Mark Anderson
This document discusses IBM's Netcool software for monitoring and managing intelligent utility networks in near real-time. It notes challenges facing utilities like increased regulatory requirements, aging infrastructure, and distributed energy resources. It then outlines IBM's experience working with global utilities and its utility solution centers. Key focus areas are improving operational efficiency while meeting regulations and addressing network convergence challenges. The document provides utility customer examples and discusses potential topics for further discussion.
Demand Side management of smart grid using IoTIRJET Journal
This document summarizes a research paper that proposes a demand side management system for smart grids using IoT technology. The system aims to monitor and control household appliance power consumption to manage demand below a threshold. It uses an energy sensor to measure voltage, current and power for each user. Total power consumption is calculated and compared to a decision value limit. If power exceeds the limit, loads will be curtailed to meet the limit. Readings are sent to a cloud-based web server for remote monitoring and control. The system provides an affordable and user-friendly way to implement demand side management for smart grids using IoT.
The document discusses the future of mobile networks known as HetNets and the increasing role of small cells. It notes that small cell deployments are growing rapidly due to benefits like improved coverage, greater capacity and spectrum efficiency. Small cells are seen as key to meeting the exponential growth in mobile data traffic. The document also addresses network considerations around small cells including interference management, backhaul options and integrating small cells with Wi-Fi networks.
A narrative about how the grid will transform itself starting with the convergence of advanced intelligent machines, broadband communications, edge computing, cloud analytics all connected as a secure distributed network.
The International Journal of Engineering and Science (The IJES)theijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
Cloud computing offers utility-oriented IT services worldwide, enabling hosting of applications from various domains. However, data centers consuming huge amounts of energy contributing to high costs and carbon footprints. Green cloud computing solutions are needed to save energy and reduce costs while powering down servers when not in use.
The Met Office is the UK's national weather service that employs 1,800 people to create over 3,000 daily forecasts. They were running weather forecasting models on a supercomputer and storing 17 petabytes of climate data, but downstream systems to package forecasts were distributed across over 200 servers running Linux. To reduce costs and complexity, the Met Office evaluated migrating Linux workloads to IBM zEnterprise mainframes and saw significant savings by reducing Oracle licensing costs from 204 processor cores to 17, cutting costs by around 12 times. Benchmarking showed mainframe performance was better for their I/O intensive workloads like databases. The consolidation has lowered IT costs substantially and simplified management.
This document discusses the benefits and challenges of cloud computing for service providers and network vendors. It outlines that Ethernet has emerged as the primary network connectivity for cloud infrastructure due to its ability to support automation, programmability, interoperability and cost effectiveness. However, challenges remain around security, network provisioning speed, interoperability between on-premise and cloud networks, and lack of bandwidth guarantees. The document recommends that OpenCloud Connect explore initiatives to apply network virtualization, SDN and NFV technologies to carrier Ethernet networks to improve agility, programmability and elastic scaling of cloud services across distributed data centers.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
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Huawei provides an end-to-end cloud computing solution called SingleCLOUD that features a large, flexible platform for resource sharing. The solution includes cloud data centers, applications, and success stories of companies adopting the cloud. Key benefits include reducing costs, improving efficiency, and enhancing data security and management. Huawei's strategy is to migrate telecom services and applications to the cloud to speed digital transformation and build an open ecosystem for partners.
Welcome to International Journal of Engineering Research and Development (IJERD)IJERD Editor
This document summarizes research on techniques for virtual machine (VM) scheduling and management to improve energy efficiency in cloud computing. It discusses how VM scheduling algorithms aim to optimally map VMs to physical servers while minimizing costs and power consumption. Precopy and postcopy live migration techniques are described for managing VMs. The document surveys various algorithms for VM scheduling, including ones based on data transfer time, linear programming, and combinatorial optimization. It also discusses factors that affect VM migration efficiency such as hypervisor options and network configuration. Overall, the document provides an overview of energy-efficient approaches for VM scheduling and management in cloud computing.
eBook: Guide to Data Center Cabling Infrastructure
In This Free 36-page eBook:
*10 Gb/s Data Center Solutions
*Best Practices for Data Center Infrastructure Design
*Comparing Copper and Fiber Options in the Data Center
*The Hidden Costs of 10 Gb/s UTP Systems
*Light it Up: Fiber *Transmissions and Applications
*Cabling Infrastructure and Green Building Initiatives
About the Author:
Carrie Higbie has been involved in the computing and networking for 25+ years in executive and consultant roles. She is Siemon’s Global Network Applications Manager supporting end-users and active electronics manufacturers. She publishes columns and speaks at industry events globally. Carrie is an expert on TechTarget’s SearchNetworking, SearchVoIP, and SearchDataCenters and authors columns for these and SearchCIO and SearchMobile forums and is on the board of advisors. She is on the BOD and former President of the BladeSystems Alliance. She participates in IEEE, the Ethernet Alliance and IDC Enterprise Expert Panels. She has one telecommunications patent and one pending.
ScottMadden has developed an approach for analyzing data center requirements and driving improvements in existing data center retrofits. Our approach takes into account the technological requirements, the physical attributes of a data center, and the requirements for a rigorous measurement and verification program needed to ensure improvements actually capture the energy efficiently gains and the resultant greenhouse gas reductions.
Our approach addresses the latest trends in data center management such as virtualization and cloud computing and provide a framework for developing metrics needed to drive changes in data center performance.
HYBRID OPTICAL AND ELECTRICAL NETWORK FLOWS SCHEDULING IN CLOUD DATA CENTRESijcsit
This document summarizes a research paper on scheduling flows in hybrid optical and electrical networks for cloud data centers. The paper proposes a strategy for selecting which flows are suitable to switch from the electrical packet network to the optical circuit network. It presents techniques for detecting bottlenecks in the packet network and selecting flows to offload. Simulation results showed improved network performance from this flow selection approach, including higher average throughput, lower configuration delay, and more stable offloaded flows.
Commercial Overview DC Session 4 Introduction To Energy In The Data Centrepaul_mathews
The document discusses energy usage in data centres, noting that IT equipment accounts for 40% of energy consumption while cooling and ventilation makes up 35%. It also outlines metrics for measuring data centre efficiency like PUE and DCIE and discusses factors that influence energy consumption from cooling systems, UPS systems, and the external environment. Standards and legislation from organizations like the EU and US aim to improve data centre energy efficiency and reduce costs and environmental impact.
The document discusses the future of mobile networks known as HetNets and the increasing role of small cells. It notes that small cell deployments are growing rapidly, with over 1 million cells deployed by some major operators. Small cells provide benefits like improved coverage, greater capacity and spectrum efficiency. The document also discusses network considerations for HetNets including interference management and backhaul options. It examines usage scenarios for small cells like in homes, enterprises, rural networks and integrated with Wi-Fi.
The document describes the development of a Wireless Automatic Meter Reading System (WAMRS) in Oman. Key aspects include:
1) WAMRS allows for non-intrusive and wireless collection of electricity consumption data from customer premises via a premises unit that transmits to central points and a billing office server.
2) The premises unit utilizes a digital meter, microcontroller, wireless transmitter chip, and memory to periodically transmit consumption data.
3) Central points receive data from premises units and retransmit over longer distances to the billing office server and database.
4) The system authenticates devices and transmissions using a three-way handshake protocol and random number table for security.
SIM - Sesi 4.1 IT Infrastructure & Emerging Technology- SAP.pptxAntoniusPrisaptaMuly
IT infrastructure provides the foundation for serving customers, working with vendors, and managing business processes. It defines a firm's current and near-term capabilities. IT infrastructure can be viewed as comprising technology or as clusters of services like computing, telecommunications, data management, and more. This service-based perspective highlights the business value provided by IT infrastructure. A firm's capabilities to provide services to customers, suppliers and employees depends directly on its IT infrastructure, which ideally supports the firm's business and IT strategies. New information technologies significantly impact business and IT strategies as well as customer-facing services.
Sklubi AlumniWeekend 23.10.2010:
Reijo Maihaniemi
Electricity Consumption: General
Electricity Savings Through DC Power Feed
DC Data Center Projects in the World
ICT Energy saving actions
This document provides an overview of the evolution of the internet and key technologies enabling it, including internet of things (IoT), 5G, cloud computing, data centers, and network virtualization. It discusses how IoT and cloud computing produce big data stored in data centers, and how 5G, data centers, and network virtualization technologies will act as the backbone for cloud services and IoT applications. It also outlines some of the applications, requirements, and trends related to these technologies.
IBM Netcool: Smarter Energy and Utilities 130910Mark Anderson
This document discusses IBM's Netcool software for monitoring and managing intelligent utility networks in near real-time. It notes challenges facing utilities like increased regulatory requirements, aging infrastructure, and distributed energy resources. It then outlines IBM's experience working with global utilities and its utility solution centers. Key focus areas are improving operational efficiency while meeting regulations and addressing network convergence challenges. The document provides utility customer examples and discusses potential topics for further discussion.
Demand Side management of smart grid using IoTIRJET Journal
This document summarizes a research paper that proposes a demand side management system for smart grids using IoT technology. The system aims to monitor and control household appliance power consumption to manage demand below a threshold. It uses an energy sensor to measure voltage, current and power for each user. Total power consumption is calculated and compared to a decision value limit. If power exceeds the limit, loads will be curtailed to meet the limit. Readings are sent to a cloud-based web server for remote monitoring and control. The system provides an affordable and user-friendly way to implement demand side management for smart grids using IoT.
The document discusses the future of mobile networks known as HetNets and the increasing role of small cells. It notes that small cell deployments are growing rapidly due to benefits like improved coverage, greater capacity and spectrum efficiency. Small cells are seen as key to meeting the exponential growth in mobile data traffic. The document also addresses network considerations around small cells including interference management, backhaul options and integrating small cells with Wi-Fi networks.
A narrative about how the grid will transform itself starting with the convergence of advanced intelligent machines, broadband communications, edge computing, cloud analytics all connected as a secure distributed network.
The International Journal of Engineering and Science (The IJES)theijes
The International Journal of Engineering & Science is aimed at providing a platform for researchers, engineers, scientists, or educators to publish their original research results, to exchange new ideas, to disseminate information in innovative designs, engineering experiences and technological skills. It is also the Journal's objective to promote engineering and technology education. All papers submitted to the Journal will be blind peer-reviewed. Only original articles will be published.
Cloud computing offers utility-oriented IT services worldwide, enabling hosting of applications from various domains. However, data centers consuming huge amounts of energy contributing to high costs and carbon footprints. Green cloud computing solutions are needed to save energy and reduce costs while powering down servers when not in use.
The Met Office is the UK's national weather service that employs 1,800 people to create over 3,000 daily forecasts. They were running weather forecasting models on a supercomputer and storing 17 petabytes of climate data, but downstream systems to package forecasts were distributed across over 200 servers running Linux. To reduce costs and complexity, the Met Office evaluated migrating Linux workloads to IBM zEnterprise mainframes and saw significant savings by reducing Oracle licensing costs from 204 processor cores to 17, cutting costs by around 12 times. Benchmarking showed mainframe performance was better for their I/O intensive workloads like databases. The consolidation has lowered IT costs substantially and simplified management.
This document discusses the benefits and challenges of cloud computing for service providers and network vendors. It outlines that Ethernet has emerged as the primary network connectivity for cloud infrastructure due to its ability to support automation, programmability, interoperability and cost effectiveness. However, challenges remain around security, network provisioning speed, interoperability between on-premise and cloud networks, and lack of bandwidth guarantees. The document recommends that OpenCloud Connect explore initiatives to apply network virtualization, SDN and NFV technologies to carrier Ethernet networks to improve agility, programmability and elastic scaling of cloud services across distributed data centers.
Ocean lotus Threat actors project by John Sitima 2024 (1).pptxSitimaJohn
Ocean Lotus cyber threat actors represent a sophisticated, persistent, and politically motivated group that poses a significant risk to organizations and individuals in the Southeast Asian region. Their continuous evolution and adaptability underscore the need for robust cybersecurity measures and international cooperation to identify and mitigate the threats posed by such advanced persistent threat groups.
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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 .
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5th Power Grid Model Meet-up
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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.
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
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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.
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Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
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Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
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In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
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Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
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This video focuses on integration of Salesforce with Bonterra Impact Management.
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Physical infrastructure & cost of warehouse-scale computers - Faheem Abbas
1. PHYSICAL INFRASTRUCTURE & COST OF
WAREHOUSE-SCALE COMPUTERS
FAHEEM ABBAS # 52
COMPUTER ARCHITECTURE
DEPT: INFORMATION TECHNOLOGY (6TH SEMESTER)
BZ UNIVERSITY MULTAN SUB CAMPUS LODHRAN
M
1
2. WHAT IS PHYSICAL INFRASTRUCTURE
The physical infrastructure is the foundation on which all
enterprise systems operate.
2
3. WHAT DOES PHYSICAL INFRASTRUCTURE INCLUDE?
• Physical infrastructure includes power, backup
generators, Heating Ventilating and Air Conditioning,
connectivity (cabling), hardware, software, and people
etc.
3
4. TYPES OF PHYSICAL INFRASTRUCTURE
• Highways, Streets, and Roads.
• Bridges.
• Mass Transit, Airports, and Airways.
• Water Supply and Resources.
• Waste Management and Waste Water Management.
• Power Generation and Transmission.
• Telecommunications.
• Hazardous Waste Removal and Storage.
4
5. WHAT IS CONSIDERED IT INFRASTRUCTURE?
• Information technology (IT) infrastructure are the
components required to operate and manage enterprise
IT environments. These components include hardware,
software, networking components, an operating system
(OS), and data storage, all of which are used to deliver IT
services and solutions
5
6. SECURE PHYSICAL INFRASTRUCTURE
• A physical security systems infrastructure is a network
of electronic security systems and devices that is
configured, operated, maintained and enhanced to
provide security functions and services (such as
operational and emergency communications and
notification, physical access control, video
6
7. IMPORTANCE OF INFRASTRUCTURE
• The infrastructure is important for faster economic
growth and alleviation of poverty in the country. The
infrastructure in the form of road and railway transport
system, ports, power, airports and their efficient working
is also needed for integration of the Pakistani economy
with other economies of the world.
7
8. WHAT IS WAREHOUSE?
• A warehouse is a building for storing goods.
Warehouses are used by manufacturers, importers,
exporters, wholesalers, transport businesses, customs,
etc. Stored goods can include any raw materials, packing
materials, spare parts, components, or finished goods
associated with agriculture, manufacturing, and
production.
8
9. WHAT IS WAREHOUSE SCALE COMPUTERS?
• Warehouse-scale computer (WSC) – Provides Internet
services like Search, social networking, online maps,
video sharing, online shopping, email, collaborative
editing/design, cloud computing, etc.
9
10. WHAT IS THE COST OF WAREHOUSE-SCALE COMPUTERS?
• The WSC is a descendant of the supercomputer. Today's
WSCs act as one giant machine. The main parts of a WSC
are the building with the electrical and cooling infrastructure,
the networking equipment and the servers, about 50000 to
100000 of them. The costs are of the order of $150M to build
such an infrastructure.
• WSC needs proximity to Internet backbone optical fibers,
low cost of electricity, and low risk from
environmental disasters, such as earthquakes, floods etc.
10
13. COOLING DISTRIBUTION OF GOOGLE WSC?
• Google’s WSC in Belgium uses a water-to-water intercooler
that takes cold water from an industrial canal to chill the
warm water from inside the WSC
13
14. COST OF A WSC?
Most architects, designers of WSCs worry about operational costs
as well as the cost to build the WSC. Accounting labels the former
costs as operational expenditures (OPEX) and the latter costs as
capital expenditures (CAPEX)
14
15. CASE STUDY FOR COST OF A WSC?
To put the cost of energy into perspective, Hamilton [2010] did a case study to estimate the costs of a
WSC. He determined that the CAPEX of this 8 MW facility was $88M, and that the roughly 46,000 servers
and corresponding networking equipment added another $79M to the CAPEX for the WSC.
We can now price the total cost of energy, since U.S. accounting rules allow us to convert CAPEX into
OPEX. We can just amortize CAPEX as a fixed amount each month for the effective life of the equipment.
The amortization rates differ significantly, from 10 years for the facility to 4 years for the networking
equipment and 3 years for the servers. Hence, the WSC facility lasts a decade, but you need to replace
the servers every 3 years and the networking equipment every 4 years. By amortizing the CAPEX,
Hamilton came up with a monthly OPEX, including accounting for the cost of borrowing money (5%
annually) to pay for the WSC. At $3.8M, the monthly OPEX is about 2% of the CAPEX.
15
16. COST OF A WSC PER WATT IN YEAR?
The cost is roughly $2 per watt-year.
16
Monthly cost of infrastructure + monthly cost of
power
Facility size in watts
X 12
=
$765K +
$475K
8M
X 12 =
$1.86