This document summarizes key aspects of data centers, including their history, components, requirements, physical infrastructure, and modular approaches. A data center houses computer systems and associated equipment to provide data storage and Internet connectivity solutions. It discusses the core, aggregation, and access layers that make up their physical network architecture. Modern data centers require careful facility design for layout, power, cooling, and security, as well as robust system and service management infrastructures. Modular and containerized approaches provide scalable and portable alternatives to traditional building-based data center facilities.
This Slide's will help those guys who are looking for to study the Data Center Design . In these Slide's, you can understand the concept of raised floor, importance of raised floor, why raised floor is needed in a Data Center, and many more concepts ..
Hope it will gave you the good understanding to related topic.
What Does It Cost to Build a Data Center? (SlideShare)SP Home Run Inc.
http://DataCenterLeadGen.com
What Does It Cost to Build a Data Center? (SlideShare).
The “build a data center” decision is not to be taken lightly. Consider these different cost factors to see if a build or lease is better.
Copyright (C) SP Home Run Inc. All worldwide rights reserved.
This Slide's will help those guys who are looking for to study the Data Center Design . In these Slide's, you can understand the concept of raised floor, importance of raised floor, why raised floor is needed in a Data Center, and many more concepts ..
Hope it will gave you the good understanding to related topic.
What Does It Cost to Build a Data Center? (SlideShare)SP Home Run Inc.
http://DataCenterLeadGen.com
What Does It Cost to Build a Data Center? (SlideShare).
The “build a data center” decision is not to be taken lightly. Consider these different cost factors to see if a build or lease is better.
Copyright (C) SP Home Run Inc. All worldwide rights reserved.
Data Center Checklist for Infrastructure Best Practices (SlideShare)SP Home Run Inc.
http://DataCenterLeadGen.com Data Center Checklist for Infrastructure Best Practices (SlideShare). Want a data center checklist for your rental or colocation facility? Use these items for a best practices workout to see if anything’s missing. Copyright (C) SP Home Run Inc. All worldwide rights reserved.
When it comes to designing, building, and operating mission-critical data centers, simple is better. Data centers are faster and cheaper to build, and more reliable with lower total cost of ownership (TCO), when they start with a dramatically simplified design and build process that incorporates these elements: reference designs, pre-fabricated/modular architecture, partners that bring comprehensive capabilities into play, and coordinated planning around software, operations, and service. What you will learn: The top 5 weaknesses of today’s design/bid/build approach A simplified approach using reference designs and pre-fab products can preserve Day 1 capital and improve speed to market An integrated solution provider (Design, Build, Hardware and Operations) can optimize CapEx, OpEx and TCO.
Data Center Cooling Design - Datacenter-serverroommarlisaclark
Keep your data center cool and healthy with our smart Data Center Cooling Design which makes sure your data centers never get exhausted and work efficiently. Visit: http://www.datacenter-serverroom.com/rack-row-room-data-center-cooling
Every business has a data center, regardless of the size. Even the smallest business has it. It is an ever-growing part of business in the modern world and a key business parameter, since data center influences the functioning of business enterprise. Imagine what happens to the business operation when the data center is interrupted. Any interruption can lead to serious breakdown. That is why efficient backup strategy is essential.
Data Center Floor Design - Your Layout Can Save of Kill Your PUE & Cooling Ef...Maria Demitras
Implementing data center best practices and using CFD models allowed Great Lakes to suggest a data center layout that would improve PUE and efficiency. Jason Hallenbeck, DCDC, explains the concepts behind how data center floor design can save or kill your PUE and cooling efficiency—as found in this proposal. Find Jason presenting at the BICSI Fall Conference on September 14th at 1:30 pm.
One word that you often see associated with any data center is its “tier,” or its level of service. Virtually every data center has a tier ranking of I, II, III, or IV, and this ranking serves as a symbol for everything it has to offer: its physical infrastructure, its cooling, power infrastructure, redundancy levels, and promised uptime.
This presentation takes a look at each of the 4 data center tiers, examining the key components for each tier, as well the total expected uptime level for each tier. If you are in the process of evaluating data centers, this is no doubt a term you will come across in your search, so we hope this presentation helps provide some solid background in to how you can better choose a data center for your specific needs.
For more insights into the data center world, and to learn more about Data Cave, check out our website at www.thedatacave.com.
Understanding the Different Types of Data Center, What are the types of data center, What is Enterprise data centre, what is Managed hosting data center, what is Colocation data centre, what is Cloud hosting data centre
Determining your data center strategy is critical in this expanding world of big data, cloud and mobility. Should you build your own data center, consider a wholesale arrangement, colocate with another carrier or transfer your critical information to the cloud? Or, does some combination of these options best suit your needs? Where do you even begin when planning these large enterprise decisions?
Join Randy Ortiz, VP of Data Center Design and Engineering, from Internap as he breaks down the steps you need to take to achieve a successful outcome for your data center initiatives.
Key topics include:
*Important decision-making considerations
*Why flexibility matters
*Top trends to watch today
Clarifying ASHRAE's Recommended Vs. Allowable Temperature Envelopes and How t...Upsite Technologies
The topic of raising temperatures in data centers used to be met with much criticism in the industry, but in recent years has become more accepted. A big driver for this acceptance has been ASHRAE’s expanded envelope for recommended and allowable server inlet temperatures. However, while this has eased the discussion, there are still some questions that have been left unanswered. What’s the difference between recommended and allowable? Which one is best to use? What steps must be taken to safely raise set points? How do you ensure servers are still adequately cooled? What if you have different server types (A1, A2, A3, A4)? This presentation will examine these questions to give a clearer understanding of ASHRAE’s recommended and allowable guidelines. Also covered will be an explanation on how, in some cases, it is possible to raise cooling control set points without raising server inlet temperatures.
Data Center Power Infrastructure, Data Center Power Infrastructure explained, how is power distributed in the data center, what is the use of the generator in the data center
Research Paper Find a peer reviewed article in the following d.docxeleanorg1
Research Paper:
Find a peer reviewed article in the following databases provided by the UC Library and write a 500
-word
paper reviewing the literature concerning
Data Center Technology. Choose one of the technologies discussed in Chapter 5, Section 5.2 (Erl, 2014).
Abstract <>
Introduction <>
1-
Virtualization --
provide some flow chat also.
(Note:- But you can take anyone from 1 to 7)
2- Standardization and Modularity
3- Automation
4- Remote Operation and Management
5- High Availability
6- Security-Aware Design, Operation, and Management
7- Facilities
Etc…
======This is must
Use the following databases for your research:
· ACM Digital Library
· IEEE/IET Electronic Library
· SAGE Premier
=======
Conclusion<>
You may choose any scholarly peer reviewed articles and papers.
FYI -- PDF BOOK
Section 5.2
5.2. DATA CENTER TECHNOLOGY
Grouping IT resources in close proximity with one another, rather than having them geographically dispersed, allows for
power sharing, higher efficiency in shared IT resource usage, and improved accessibility for IT personnel. These are the
advantages that naturally popularized the data center concept. Modern data centers exist as specialized IT infrastructure
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
used to house centralized IT resources, such as servers, databases, networking and telecommunication devices, and
software systems.
Data centers are typically comprised of the following technologies and components:
Virtualization
Data centers consist of both physical and virtualized IT resources. The physical IT resource layer refers to the facility
infrastructure that houses computing/networking systems and equipment, together with hardware systems and their
operating systems (Figure 5.7). The resource abstraction and control of the virtualization layer is comprised of operational
and management tools that are often based on virtualization platforms that abstract the physical computing and
networking IT resources as virtualized components that are easier to allocate, operate, release, monitor, and control.
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
Figure 5.7.
The common components of a data center working together to provide virtualized IT resources
supported by physical IT resources.
Virtualization components are discussed separately in the upcoming
Virtualization Technology
section.
Standardization and Modularity
Data centers are built upon standardized commodity hardware and designed with modular architectures, aggregating
multiple identical building blocks of facility infrastructure and equipment to support scalability, gro.
Research Paper Find a peer reviewed article in the following dat.docxaudeleypearl
Research Paper: Find a peer reviewed article in the following databases provided by the UC Library and write a 250-word paper reviewing the literature concerning Data Center Technology. Choose one of the technologies discussed in Chapter 5, Section 5.2 (Erl, 2014).
1- Virtualization -- <I prefer this one> provide some flow chat also.
2- Standardization and Modularity
3- Automation
4- Remote Operation and Management
5- High Availability
6- Security-Aware Design, Operation, and Management
7- Facilities
Etc…
You may choose any scholarly peer reviewed articles and papers.
Use the following databases for your research:
· ACM Digital Library
· IEEE/IET Electronic Library
· SAGE Premier
Section 5.2 <From here we can choose one topic)
5.2. DATA CENTER TECHNOLOGY
Grouping IT resources in close proximity with one another, rather than having them geographically dispersed, allows for
power sharing, higher efficiency in shared IT resource usage, and improved accessibility for IT personnel. These are the
advantages that naturally popularized the data center concept. Modern data centers exist as specialized IT infrastructure
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
used to house centralized IT resources, such as servers, databases, networking and telecommunication devices, and
software systems.
Data centers are typically comprised of the following technologies and components:
Virtualization
Data centers consist of both physical and virtualized IT resources. The physical IT resource layer refers to the facility
infrastructure that houses computing/networking systems and equipment, together with hardware systems and their
operating systems (Figure 5.7). The resource abstraction and control of the virtualization layer is comprised of operational
and management tools that are often based on virtualization platforms that abstract the physical computing and
networking IT resources as virtualized components that are easier to allocate, operate, release, monitor, and control.
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
Figure 5.7. The common components of a data center working together to provide virtualized IT resources
supported by physical IT resources.
Virtualization components are discussed separately in the upcoming Virtualization Technology section.
Standardization and Modularity
Data centers are built upon standardized commodity hardware and designed with modular architectures, aggregating
multiple identical building blocks of facility infrastructure and equipment to support scalability, growth, and speedy
hardware replacements. Modularity and standardization are key requirements for reducing investment and operation ...
Data Center Checklist for Infrastructure Best Practices (SlideShare)SP Home Run Inc.
http://DataCenterLeadGen.com Data Center Checklist for Infrastructure Best Practices (SlideShare). Want a data center checklist for your rental or colocation facility? Use these items for a best practices workout to see if anything’s missing. Copyright (C) SP Home Run Inc. All worldwide rights reserved.
When it comes to designing, building, and operating mission-critical data centers, simple is better. Data centers are faster and cheaper to build, and more reliable with lower total cost of ownership (TCO), when they start with a dramatically simplified design and build process that incorporates these elements: reference designs, pre-fabricated/modular architecture, partners that bring comprehensive capabilities into play, and coordinated planning around software, operations, and service. What you will learn: The top 5 weaknesses of today’s design/bid/build approach A simplified approach using reference designs and pre-fab products can preserve Day 1 capital and improve speed to market An integrated solution provider (Design, Build, Hardware and Operations) can optimize CapEx, OpEx and TCO.
Data Center Cooling Design - Datacenter-serverroommarlisaclark
Keep your data center cool and healthy with our smart Data Center Cooling Design which makes sure your data centers never get exhausted and work efficiently. Visit: http://www.datacenter-serverroom.com/rack-row-room-data-center-cooling
Every business has a data center, regardless of the size. Even the smallest business has it. It is an ever-growing part of business in the modern world and a key business parameter, since data center influences the functioning of business enterprise. Imagine what happens to the business operation when the data center is interrupted. Any interruption can lead to serious breakdown. That is why efficient backup strategy is essential.
Data Center Floor Design - Your Layout Can Save of Kill Your PUE & Cooling Ef...Maria Demitras
Implementing data center best practices and using CFD models allowed Great Lakes to suggest a data center layout that would improve PUE and efficiency. Jason Hallenbeck, DCDC, explains the concepts behind how data center floor design can save or kill your PUE and cooling efficiency—as found in this proposal. Find Jason presenting at the BICSI Fall Conference on September 14th at 1:30 pm.
One word that you often see associated with any data center is its “tier,” or its level of service. Virtually every data center has a tier ranking of I, II, III, or IV, and this ranking serves as a symbol for everything it has to offer: its physical infrastructure, its cooling, power infrastructure, redundancy levels, and promised uptime.
This presentation takes a look at each of the 4 data center tiers, examining the key components for each tier, as well the total expected uptime level for each tier. If you are in the process of evaluating data centers, this is no doubt a term you will come across in your search, so we hope this presentation helps provide some solid background in to how you can better choose a data center for your specific needs.
For more insights into the data center world, and to learn more about Data Cave, check out our website at www.thedatacave.com.
Understanding the Different Types of Data Center, What are the types of data center, What is Enterprise data centre, what is Managed hosting data center, what is Colocation data centre, what is Cloud hosting data centre
Determining your data center strategy is critical in this expanding world of big data, cloud and mobility. Should you build your own data center, consider a wholesale arrangement, colocate with another carrier or transfer your critical information to the cloud? Or, does some combination of these options best suit your needs? Where do you even begin when planning these large enterprise decisions?
Join Randy Ortiz, VP of Data Center Design and Engineering, from Internap as he breaks down the steps you need to take to achieve a successful outcome for your data center initiatives.
Key topics include:
*Important decision-making considerations
*Why flexibility matters
*Top trends to watch today
Clarifying ASHRAE's Recommended Vs. Allowable Temperature Envelopes and How t...Upsite Technologies
The topic of raising temperatures in data centers used to be met with much criticism in the industry, but in recent years has become more accepted. A big driver for this acceptance has been ASHRAE’s expanded envelope for recommended and allowable server inlet temperatures. However, while this has eased the discussion, there are still some questions that have been left unanswered. What’s the difference between recommended and allowable? Which one is best to use? What steps must be taken to safely raise set points? How do you ensure servers are still adequately cooled? What if you have different server types (A1, A2, A3, A4)? This presentation will examine these questions to give a clearer understanding of ASHRAE’s recommended and allowable guidelines. Also covered will be an explanation on how, in some cases, it is possible to raise cooling control set points without raising server inlet temperatures.
Data Center Power Infrastructure, Data Center Power Infrastructure explained, how is power distributed in the data center, what is the use of the generator in the data center
Research Paper Find a peer reviewed article in the following d.docxeleanorg1
Research Paper:
Find a peer reviewed article in the following databases provided by the UC Library and write a 500
-word
paper reviewing the literature concerning
Data Center Technology. Choose one of the technologies discussed in Chapter 5, Section 5.2 (Erl, 2014).
Abstract <>
Introduction <>
1-
Virtualization --
provide some flow chat also.
(Note:- But you can take anyone from 1 to 7)
2- Standardization and Modularity
3- Automation
4- Remote Operation and Management
5- High Availability
6- Security-Aware Design, Operation, and Management
7- Facilities
Etc…
======This is must
Use the following databases for your research:
· ACM Digital Library
· IEEE/IET Electronic Library
· SAGE Premier
=======
Conclusion<>
You may choose any scholarly peer reviewed articles and papers.
FYI -- PDF BOOK
Section 5.2
5.2. DATA CENTER TECHNOLOGY
Grouping IT resources in close proximity with one another, rather than having them geographically dispersed, allows for
power sharing, higher efficiency in shared IT resource usage, and improved accessibility for IT personnel. These are the
advantages that naturally popularized the data center concept. Modern data centers exist as specialized IT infrastructure
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
used to house centralized IT resources, such as servers, databases, networking and telecommunication devices, and
software systems.
Data centers are typically comprised of the following technologies and components:
Virtualization
Data centers consist of both physical and virtualized IT resources. The physical IT resource layer refers to the facility
infrastructure that houses computing/networking systems and equipment, together with hardware systems and their
operating systems (Figure 5.7). The resource abstraction and control of the virtualization layer is comprised of operational
and management tools that are often based on virtualization platforms that abstract the physical computing and
networking IT resources as virtualized components that are easier to allocate, operate, release, monitor, and control.
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
Figure 5.7.
The common components of a data center working together to provide virtualized IT resources
supported by physical IT resources.
Virtualization components are discussed separately in the upcoming
Virtualization Technology
section.
Standardization and Modularity
Data centers are built upon standardized commodity hardware and designed with modular architectures, aggregating
multiple identical building blocks of facility infrastructure and equipment to support scalability, gro.
Research Paper Find a peer reviewed article in the following dat.docxaudeleypearl
Research Paper: Find a peer reviewed article in the following databases provided by the UC Library and write a 250-word paper reviewing the literature concerning Data Center Technology. Choose one of the technologies discussed in Chapter 5, Section 5.2 (Erl, 2014).
1- Virtualization -- <I prefer this one> provide some flow chat also.
2- Standardization and Modularity
3- Automation
4- Remote Operation and Management
5- High Availability
6- Security-Aware Design, Operation, and Management
7- Facilities
Etc…
You may choose any scholarly peer reviewed articles and papers.
Use the following databases for your research:
· ACM Digital Library
· IEEE/IET Electronic Library
· SAGE Premier
Section 5.2 <From here we can choose one topic)
5.2. DATA CENTER TECHNOLOGY
Grouping IT resources in close proximity with one another, rather than having them geographically dispersed, allows for
power sharing, higher efficiency in shared IT resource usage, and improved accessibility for IT personnel. These are the
advantages that naturally popularized the data center concept. Modern data centers exist as specialized IT infrastructure
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
used to house centralized IT resources, such as servers, databases, networking and telecommunication devices, and
software systems.
Data centers are typically comprised of the following technologies and components:
Virtualization
Data centers consist of both physical and virtualized IT resources. The physical IT resource layer refers to the facility
infrastructure that houses computing/networking systems and equipment, together with hardware systems and their
operating systems (Figure 5.7). The resource abstraction and control of the virtualization layer is comprised of operational
and management tools that are often based on virtualization platforms that abstract the physical computing and
networking IT resources as virtualized components that are easier to allocate, operate, release, monitor, and control.
Chapter 5. Cloud-Enabling Technology - Cloud Computing: Concepts, Technology & Architecture
https://www.safaribooksonline.com/library/view/cloud-computing-concepts/9780133387568/ch05.html[11/15/2017 5:49:24 PM]
Figure 5.7. The common components of a data center working together to provide virtualized IT resources
supported by physical IT resources.
Virtualization components are discussed separately in the upcoming Virtualization Technology section.
Standardization and Modularity
Data centers are built upon standardized commodity hardware and designed with modular architectures, aggregating
multiple identical building blocks of facility infrastructure and equipment to support scalability, growth, and speedy
hardware replacements. Modularity and standardization are key requirements for reducing investment and operation ...
A data center network is a system in which multiple server are connected to each other to share information and resources. Multiple remote office or user connected to data center network and server for resource or information sharing.
Multiple remote office connected to data center server via VPN. Multiple ISP connected each branch and give failover service and using routing protocol OSPF.
In this presentation, we will discuss in details about challenges in managing the IT infrastructure with a focus on server sizing, storage capacity planning and internet connectivity. We will also discuss about how to set up security architecture and disaster recovery plan.
To know more about Welingkar School’s Distance Learning Program and courses offered, visit:
http://www.welingkaronline.org/distance-learning/online-mba.html
Design and build a Private Cloud for your Enterprise using a Scalable Architecture.
- Bridge IT and the Public Cloud
- Reduce Cost
- On-Demand Services
- Run Scalable Applications
- Handle Traffic Growth
- Meet Compliance Objectives
- Offer Operational Flexibility and Efficiency
Datacenter and cloud architectures continue to evolve to address the needs of large-scale multi-tenant data centers and clouds. These needs are centered around dimensions such as scalability in computing, storage, and bandwidth, scalability in network services, efficiency in resource utilization, agility in service creation, cost efficiency, service reliability, and security. Data centers are interconnected across the wide area network via routing and transport technologies to provide a pool of resources, known as the cloud. High-speed optical interfaces and dense wavelength-division multiplexing optical transport are used to provide for high-capacity transport intra- and inter-datacenter. This presentation will provide some brief descriptions on the working principles of Cloud & Data Center Networks.
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.
Technology has advanced quite quickly in recent years, and IT and telecom infrastructure is constantly growing. Due to an increased importance and emphasis of cloud computing many growing and emerging enterprises have shifted their computing needs and wants ultimately to the cloud, which leads to increase in inter-server data trafficking and also the bandwidth required for Data Centre Networking (DCCN). Actually this multi-tier hierarchical architecture used in modern data centres is based on traditional Ethernet/fabric switches. Researchers goal was to improve the data centre communication network design such that the majority of its problems can be solved while still using the existing network infrastructure and with lower capital expenditures. This is achieved through the deployment of OpenFlow (OF) switches and the Microelectromechanical Systems (MEMS) based all Optical Switching (MAOS). This will be beneficial in decreasing network latency, power consumption, and CAPEX costs in addition to helping with scalability concerns, traffic management, and congestion control. Additionally, by implementing new virtualization techniques, we may enhance DCCN's resource consumption and cable problems. In order to address data centre challenges, the researcher came up with an entirely new novel flat data centre coordination network architecture which is named as “Hybrid Flow based Packet filtering” (HFPFMAOS), forwarding, and MEMS which is entirely based on optical switching, and will be finally controlled by Software Defined Network (SDN) controller.
The Art of the Pitch: WordPress Relationships and SalesLaura Byrne
Clients don’t know what they don’t know. What web solutions are right for them? How does WordPress come into the picture? How do you make sure you understand scope and timeline? What do you do if sometime changes?
All these questions and more will be explored as we talk about matching clients’ needs with what your agency offers without pulling teeth or pulling your hair out. Practical tips, and strategies for successful relationship building that leads to closing the deal.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
Guy Korland, CEO and Co-founder of FalkorDB, will review two articles on the integration of language models with knowledge graphs.
1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
2. A Data Center or computer centre
(also DC) is a facility used to house
computer systems and associated
components, such as
telecommunications and storage
systems.
It is also known as server rooms in
general language
3. • Data centers have their roots in the huge computer rooms of the
early ages of the computing industry.
• Companies needed fast Internet connectivity and nonstop operation
to deploy systems and establish a presence on the Internet.
• .Many companies started building very large facilities, called
Internet data centers (IDCs), which provide businesses with a range
of solutions for systems deployment and operation.
• Data centers are typically very expensive to build and maintain.
History
5. Various aspects of the data centers include:
•Facilities: layout, power/cooling, physical security
•System infrastructure: servers, networking,
storage, and security;
•Service management and operation considerations
REQUIREMENTS FOR MODERN DATA CENTERS
6. • A data center can occupy one room of a building or
more floors or entire building.
• Most of the equipment is often in the form of servers
mounted in 19 inch rack cabinets.
• Three elements of the building of data center are
facility
1. topology design (space planning),
2. engineering infrastructure design (mechanical
systems such as cooling and power)
3. technology infrastructure design (cable plant).
• The aim is to create a master plan such as number, size,
location, topology, IT floor system layouts, and power
and cooling technology and configurations.
DATA CENTER PHYSICAL INFRASTRUCTURE
7. Three Elements of Data Center
Topology design
Engineering
infrastructure
design
Technology
infrastructure
design
8. The data center architecture is based on a three-layer approach.
CORE LAYER
AGGREGATION LAYER
ACCESS LAYER
10. • The core layer provides the high-speed packet switching backplane
for all flows going in and out of the data center.
• The core layer provides connectivity to multiple aggregation
modules and provides a resilient Layer 3 routed fabric with no
single point of failure.
• The core layer runs an interior routing protocol, such as OSPF or
EIGRP, and load balances traffic between the campus core and
aggregation layers
Data Center Core
11. Data Center Aggregation Layer
• The aggregation layer is the boundary for the data center
infrastructure.
• In common designs, the aggregation layer is also the
connection point for data center firewalls and other
services.
• Thus, it consolidates traffic in a high-speed packet
switching fabric and provides a platform for network-
based services at the interface between the data center.
12. Data Center Access Layer
• This is the lowest of the three layers of the architecture,
where all servers physically attach to the network.
• The storage path can use Ethernet or Fibre Channel (FC)
interfaces
• The back-end high-speed fabric and storage path (10 GE)
can also be a common transport medium when IP over
Ethernet is used to access storage. In this design SAN is
the only recommended storage networking which requires
the FC connectivity.
13. • A Modular data center is a alternative to traditional data centers.
• A Modular data center can be placed anywhere data capacity is
needed.
• Modular data center systems consist of purpose-engineered
modules .
• It offer scalable data center capacity with multiple power and
cooling options.
• This can be shipped anywhere in the world, and can be added or
integrated in any other module.
• Modular data centers typically consist of standardized
components, making them easier and cheaper to build.
MODULAR DATA CENTER
14. Containerized data centers
In a portable data center the entire data center equipments are fitted into a
Standard shipping container which can be moved by a truck onto a ship.
15. Flexible Data Center is constructed of sheet metal components
that are formed into four data center halls linked by a central
operating building.
Flexible data center