Pistoia Alliance Debates: PhUSE Framework for the Adoption of Cloud Technolog...Pistoia Alliance
The document summarizes a webinar presented by the Pharmaceutical User Software Exchange (PhUSE) on their framework for adopting cloud technology in the regulated life sciences industry. The webinar covered the benefits of cloud computing, issues that need to be addressed, an overview of the PhUSE framework, and examples of cloud supply chain models. Speakers from life sciences companies and cloud providers discussed key aspects of the framework and how it provides guidance for quality management system practices that enable scalable, agile, and automated use of cloud systems in a regulated environment.
This document discusses guidelines for validating Microsoft cloud technology for use in life sciences and pharmaceutical industries. It provides an overview of Microsoft Azure and outlines responsibilities for cloud service providers and customers to ensure systems hosted on Azure meet regulatory requirements. Specifically, it discusses how PSI has developed pre-qualified cloud infrastructure and pre-validated software packages that can help customers more easily deploy compliant systems in a cost-effective manner without having to build and qualify entire platforms themselves.
The Polytechnic of Namibia implemented Cisco network security solutions to address increasing cyber attacks, simplify management for limited staff, and prepare for doubling of students. Cisco ASA firewalls and Identity Services Engine provide scalable, virtualized security and access control. Initial results show simplified deployment and ability to rapidly expand virtual firewalls to meet growth needs.
IRJET- Providing Privacy in Healthcare Cloud for Medical Data using Fog Compu...IRJET Journal
This document proposes a method to improve healthcare data security when stored in the cloud. It discusses how currently, healthcare data stored entirely in the cloud loses user control and faces privacy risks. The proposed method uses "Split and Combine" (SaC) technique to split data between the cloud and a local server. 80% of the split data is encrypted and uploaded to the cloud, while the remaining 20% is stored locally. When a user requests data, it is downloaded from both sources, combined and decrypted. The document evaluates this method and finds it increases security by partially storing data locally compared to traditional cloud-only storage. It concludes the SaC technique enhances privacy but the local server must always be online to combine data.
1. Dokumen tersebut membahas latar belakang perancangan sistem informasi DMS (Dealer Management System) yang terintegrasi untuk PT Pasti Jaya. Sistem informasi saat ini masih bersifat manual dan parsial.
2. Beberapa masalah yang diidentifikasi adalah perlunya sistem yang terintegrasi, memonitor stok barang, menghilangkan pekerjaan berulang, dan menghasilkan pelaporan yang cepat.
3. Tujuan perancangan sistem ini adalah membuat sistem informasi terintegr
The document discusses the flu virus and how to prevent its spread. It describes the flu virus as a single-celled pathogen smaller than a bacterium that lives inside the host and replicates. Common symptoms of the flu include fever, cough, sore throat, headache, body aches, chills, fatigue, nausea and vomiting. The flu spreads when an infected person coughs or sneezes without covering their mouth, contaminating surfaces. Others then touch their eyes, nose or mouth and become infected. The document recommends getting a flu shot, frequent hand washing, coughing into the elbow, and staying home when sick to control the spread of flu.
The report summarizes the findings of a project funded by the Quentin Blake Award that consulted children in the UK on their views about portrayals of disability in books. Key findings included:
1. Children agreed that disability is complex and that there are not enough positive images of disabled characters in books.
2. Workshops found that while some books have improved in their portrayals, disability is still often featured as a plot device rather than showing disabled characters in everyday settings.
3. Both disabled and non-disabled children felt that more inclusive books could help improve understanding and acceptance of disability issues. They provided ideas for how portrayals could be improved in the future.
Pistoia Alliance Debates: PhUSE Framework for the Adoption of Cloud Technolog...Pistoia Alliance
The document summarizes a webinar presented by the Pharmaceutical User Software Exchange (PhUSE) on their framework for adopting cloud technology in the regulated life sciences industry. The webinar covered the benefits of cloud computing, issues that need to be addressed, an overview of the PhUSE framework, and examples of cloud supply chain models. Speakers from life sciences companies and cloud providers discussed key aspects of the framework and how it provides guidance for quality management system practices that enable scalable, agile, and automated use of cloud systems in a regulated environment.
This document discusses guidelines for validating Microsoft cloud technology for use in life sciences and pharmaceutical industries. It provides an overview of Microsoft Azure and outlines responsibilities for cloud service providers and customers to ensure systems hosted on Azure meet regulatory requirements. Specifically, it discusses how PSI has developed pre-qualified cloud infrastructure and pre-validated software packages that can help customers more easily deploy compliant systems in a cost-effective manner without having to build and qualify entire platforms themselves.
The Polytechnic of Namibia implemented Cisco network security solutions to address increasing cyber attacks, simplify management for limited staff, and prepare for doubling of students. Cisco ASA firewalls and Identity Services Engine provide scalable, virtualized security and access control. Initial results show simplified deployment and ability to rapidly expand virtual firewalls to meet growth needs.
IRJET- Providing Privacy in Healthcare Cloud for Medical Data using Fog Compu...IRJET Journal
This document proposes a method to improve healthcare data security when stored in the cloud. It discusses how currently, healthcare data stored entirely in the cloud loses user control and faces privacy risks. The proposed method uses "Split and Combine" (SaC) technique to split data between the cloud and a local server. 80% of the split data is encrypted and uploaded to the cloud, while the remaining 20% is stored locally. When a user requests data, it is downloaded from both sources, combined and decrypted. The document evaluates this method and finds it increases security by partially storing data locally compared to traditional cloud-only storage. It concludes the SaC technique enhances privacy but the local server must always be online to combine data.
1. Dokumen tersebut membahas latar belakang perancangan sistem informasi DMS (Dealer Management System) yang terintegrasi untuk PT Pasti Jaya. Sistem informasi saat ini masih bersifat manual dan parsial.
2. Beberapa masalah yang diidentifikasi adalah perlunya sistem yang terintegrasi, memonitor stok barang, menghilangkan pekerjaan berulang, dan menghasilkan pelaporan yang cepat.
3. Tujuan perancangan sistem ini adalah membuat sistem informasi terintegr
The document discusses the flu virus and how to prevent its spread. It describes the flu virus as a single-celled pathogen smaller than a bacterium that lives inside the host and replicates. Common symptoms of the flu include fever, cough, sore throat, headache, body aches, chills, fatigue, nausea and vomiting. The flu spreads when an infected person coughs or sneezes without covering their mouth, contaminating surfaces. Others then touch their eyes, nose or mouth and become infected. The document recommends getting a flu shot, frequent hand washing, coughing into the elbow, and staying home when sick to control the spread of flu.
The report summarizes the findings of a project funded by the Quentin Blake Award that consulted children in the UK on their views about portrayals of disability in books. Key findings included:
1. Children agreed that disability is complex and that there are not enough positive images of disabled characters in books.
2. Workshops found that while some books have improved in their portrayals, disability is still often featured as a plot device rather than showing disabled characters in everyday settings.
3. Both disabled and non-disabled children felt that more inclusive books could help improve understanding and acceptance of disability issues. They provided ideas for how portrayals could be improved in the future.
Sun Web Server 7 is a high-performance, scalable web server with built-in clustering, security, and management features. It has seen widespread adoption serving sites with high traffic like MLB.com. The presentation discusses Sun Web Server 7's architecture, performance benchmarks, new features like regular expressions and URL rewriting, security enhancements, and its role in the Sun GlassFish application server portfolio.
The document contains three unrelated words: Museum, Hospital, and Bridge. It does not provide enough context or details to form a multi-sentence summary.
This document describes a startup competition called Pitch Slap in Budapest that is looking for early stage app and hardware startups. It details how their debugging SDK works by allowing developers to remotely switch error reporting and debugging on or off for users over-the-air without any installation. The startup is also looking for early adopters of their SDK as well as a top-tier accelerator and €100k in seed venture capital funding to further develop their product.
This document provides an overview of a coding class on Ruby and Rails. It discusses:
- Why learn to code, mentioning job growth and salaries in software development.
- An introduction to Ruby, covering basic concepts like variables, data types, control flow, and code organization techniques.
- Tips for becoming a good developer, including learning the language well, understanding related tools and best practices, involvement in the community, and continuing education.
This resume summarizes the work experience of Mayur Madhavi. He has over 7 years of experience in warehouse and logistics roles. Currently, he works as a Warehouse Supervisor at Flemingo Airport Retail Ltd in Mumbai, where his responsibilities include maintaining inventory records, purchase orders, and ensuring stock levels. Previously, he held roles as a Senior Warehouse Executive and Warehouse Executive, where he oversaw warehouse operations and inventory management. He also has experience working as a Commercial Executive handling billing, customer data, and reports. Mayur holds an HSC in Commerce and is proficient in Microsoft Office, Navision, SAP, and remote desktop.
Seminarium hållet på Kino i Lund 5 mars 2014.
Innehåll:
- Varför emailmarketing fortfarande är en av de bästa kanalerna
- Strategier
- Hur skaffar du emailadresser
- Varför man ska använda verktyg
- Praktiska tips om emailmarknadsföring och digitala nyhetsbrev
The main objective of an intranet solution is to simplify internal communication within a small
business. Unified communication encourages employees to collaborate, work at all levels of small
business. Intranet solution enables one to make more collective decisions while speaking with one
voice all across the small business.
The document appears to be an expense report template for an employee to submit reimbursable work expenses including meals, transportation, lodging, and other costs incurred during a specified pay period, along with required approvals from management and accounting. The template includes sections for employees to provide details of auto mileage, entertainment/meals/tips, other expenses, and receipts to support reimbursement requests.
Transparent, playful and easy – identifying creative ways to facilitate and s...linioti
This document discusses ways to facilitate dialogue between industry and education. It considers that time is the biggest obstacle to industry engagement. It suggests providing engagement opportunities that require varying levels of time commitment, such as answering brief questions on social media. Transparency in communicating goals and expectations can also encourage industry participation. Introducing elements of play, like challenges for students with industry-provided prizes, can make engagement fun while benefiting learning. Technology like social media can make the process easy for busy professionals. The key is removing friction to obtain industry assistance in areas like curating online resources for students.
Microsoft Windows Intune getting started guide dec 2012 releaseDavid J Rosenthal
Get the most out of Windows Intune.
This document is designed to help you evaluate the main features of Windows Intune and set up your new Windows Intune environment. To facilitate this process, this document uses an example configuration for a business called Adatum. Throughout this paper, you will see screenshots taken from this environment that illustrate how you can similarly configure your Windows Intune environment. Subsequently, you can implement the documented steps to create and customize your environment to meet your own business needs.
Norway University Hospital ‘Mobilizes’ Patients with Cisco and MazeMap. Trondheim treatment, research, and university complex relies on mobile wayfinding app to transform
hospital experience.
Hospital Launches Healthcare IT Center of Excellence.
City Clinic steps closer to realizing vision of becoming reference center of excellence for south-east Europe.
City Clinic is a private healthcare provider in Bulgaria that opened a new hospital in Sofia in 2012 seeking to create a technology showcase using an advanced IT infrastructure. They deployed a Cisco Medical-Grade Network and Collaboration technologies including Cisco Jabber to improve information sharing and clinical collaboration between staff as patients and doctors move throughout the hospital. This allows access to medical records from any device from inside or outside the hospital while maintaining security and compliance. City Clinic aims to become a center of excellence for healthcare in southeast Europe through continued innovation using their Cisco infrastructure.
Cloud Based Privacy Preserving Data EncryptionIRJET Journal
The document proposes a cloud-based system called MOPSE for securely storing and querying encrypted health records from multiple data providers in the cloud. MOPSE allows an authorized data user to submit a single query that can be processed on the encrypted data from all related providers without revealing the query contents. It also proposes an enhanced scheme called MOPSE+ to more efficiently support queries from successive data providers. Extensive analysis and testing of the schemes on an actual database demonstrates their effectiveness and efficiency in enabling private queries on outsourced encrypted health data from multiple sources.
Smart and Secure Healthcare Administration over Cloud EnvironmentIRJET Journal
This document discusses secure healthcare administration over cloud computing. It proposes using attribute-based encryption and fully homomorphic encryption to securely share health information over the cloud. Attribute-based encryption allows sensitive data to be accessed based on user attributes rather than identities, improving privacy. Fully homomorphic encryption allows computations on encrypted data without decryption, enabling analysis of sensitive data. The document also outlines security measures for the cloud system, including deterrents, prevention, physical security, personnel security and privacy controls.
St George's Healthcare NHS Trust implemented a Cisco BYOD and VDI platform to increase staff efficiency and support changing models of clinical care. This allowed medical staff to access patient information and records from any device from anywhere, bringing healthcare directly to the patient's bedside. Over 2,000 staff can now access virtual desktops using their own devices. This has improved patient care, staff productivity, and flexibility. The success of the initial rollout has supported additional healthcare innovations at the hospital.
Case Study 4by Anil NayakiSubmission dat e 12- Dec- 20.docxwendolynhalbert
Case Study 4
by Anil Nayaki
Submission dat e : 12- Dec- 2017 02:04 PM (UT C- 0800)
Submission ID: 892937 126
File name : 12313_Anil_Nayaki_Case_Study_4 _7 7 5965_1150984 951.do cx (9.57 K)
Word count : 658
Charact e r count : 3851
29%
SIMILARIT Y INDEX
10%
INT ERNET SOURCES
4%
PUBLICAT IONS
29%
ST UDENT PAPERS
1 16%
2 4%
3 4%
4 4%
5 2%
Exclude quo tes On
Exclude biblio graphy Of f
Exclude matches < 3 wo rds
Case Study 4
ORIGINALITY REPORT
PRIMARY SOURCES
Submitted to Campbellsville University
St udent Paper
Submitted to University of Maryland, University
College
St udent Paper
Submitted to Laureate Higher Education Group
St udent Paper
Submitted to Northcentral
St udent Paper
Submitted to Boston University
St udent Paper
Case Study 4by Anil NayakiCase Study 4ORIGINALITY REPORTPRIMARY SOURCES
Home / My courses / Online / School of Business and Economics / 2017
/ October 23, 2017 / BA63370G317 / Week 4 / Case Study #3
Campbellsville University Online
My Submissions
Title Start Date Due Date Post Date
Grades
Available
Case Study #3 -
Case Study #3
17 Sep 2017
- 09:33
12 Dec 2017
- 23:59
31 Dec 2017
- 23:59
75
Summary:
Read Case Study #3 and answer all three "Discussion Points" in a clear but concise way. Be
sure to cite all external references.
Please remember this needs to be in your words. No cut and paste, No turning in other's work.
Any similarity scores of 30 or more will not be graded.
Please check back to review your similarity score. You can resubmit until the due date.
Case Study #3
21%
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Title
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ID
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BA63370G317
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C9-1
CASE STUDY 9
ST. LUKE'S HEALTH CARE SYSTEM
Hospitals have been some of the earliest adopters of wireless local area
networks (WLANs). The clinician user population is typically mobile and
spread out across a number of buildings, with a need to enter and access
data in real time. St. Luke's Episcopal Health System in Houston, Texas
(www.stlukestexas.com) is a good example of a hospital that has made
effective use wireless technologies to streamline clinical work processes.
Their wireless network is distributed throughout several hospital buildings
and is used in many different applications. The majority of the St. Luke’s
staff uses wireless devices to access data in real-time, 24 hours a day.
Examples include the following:
• Diagnosing patients and charting their progress: Doctors and
nurses use wireless laptops and tablet PCs to track and chart patient
care data.
• Prescriptions: Medications are dispensed from a cart that is wheeled
from room to room. Clinician uses a wireless scanner to scan the
patient's ID bracelet. ...
Sun Web Server 7 is a high-performance, scalable web server with built-in clustering, security, and management features. It has seen widespread adoption serving sites with high traffic like MLB.com. The presentation discusses Sun Web Server 7's architecture, performance benchmarks, new features like regular expressions and URL rewriting, security enhancements, and its role in the Sun GlassFish application server portfolio.
The document contains three unrelated words: Museum, Hospital, and Bridge. It does not provide enough context or details to form a multi-sentence summary.
This document describes a startup competition called Pitch Slap in Budapest that is looking for early stage app and hardware startups. It details how their debugging SDK works by allowing developers to remotely switch error reporting and debugging on or off for users over-the-air without any installation. The startup is also looking for early adopters of their SDK as well as a top-tier accelerator and €100k in seed venture capital funding to further develop their product.
This document provides an overview of a coding class on Ruby and Rails. It discusses:
- Why learn to code, mentioning job growth and salaries in software development.
- An introduction to Ruby, covering basic concepts like variables, data types, control flow, and code organization techniques.
- Tips for becoming a good developer, including learning the language well, understanding related tools and best practices, involvement in the community, and continuing education.
This resume summarizes the work experience of Mayur Madhavi. He has over 7 years of experience in warehouse and logistics roles. Currently, he works as a Warehouse Supervisor at Flemingo Airport Retail Ltd in Mumbai, where his responsibilities include maintaining inventory records, purchase orders, and ensuring stock levels. Previously, he held roles as a Senior Warehouse Executive and Warehouse Executive, where he oversaw warehouse operations and inventory management. He also has experience working as a Commercial Executive handling billing, customer data, and reports. Mayur holds an HSC in Commerce and is proficient in Microsoft Office, Navision, SAP, and remote desktop.
Seminarium hållet på Kino i Lund 5 mars 2014.
Innehåll:
- Varför emailmarketing fortfarande är en av de bästa kanalerna
- Strategier
- Hur skaffar du emailadresser
- Varför man ska använda verktyg
- Praktiska tips om emailmarknadsföring och digitala nyhetsbrev
The main objective of an intranet solution is to simplify internal communication within a small
business. Unified communication encourages employees to collaborate, work at all levels of small
business. Intranet solution enables one to make more collective decisions while speaking with one
voice all across the small business.
The document appears to be an expense report template for an employee to submit reimbursable work expenses including meals, transportation, lodging, and other costs incurred during a specified pay period, along with required approvals from management and accounting. The template includes sections for employees to provide details of auto mileage, entertainment/meals/tips, other expenses, and receipts to support reimbursement requests.
Transparent, playful and easy – identifying creative ways to facilitate and s...linioti
This document discusses ways to facilitate dialogue between industry and education. It considers that time is the biggest obstacle to industry engagement. It suggests providing engagement opportunities that require varying levels of time commitment, such as answering brief questions on social media. Transparency in communicating goals and expectations can also encourage industry participation. Introducing elements of play, like challenges for students with industry-provided prizes, can make engagement fun while benefiting learning. Technology like social media can make the process easy for busy professionals. The key is removing friction to obtain industry assistance in areas like curating online resources for students.
Microsoft Windows Intune getting started guide dec 2012 releaseDavid J Rosenthal
Get the most out of Windows Intune.
This document is designed to help you evaluate the main features of Windows Intune and set up your new Windows Intune environment. To facilitate this process, this document uses an example configuration for a business called Adatum. Throughout this paper, you will see screenshots taken from this environment that illustrate how you can similarly configure your Windows Intune environment. Subsequently, you can implement the documented steps to create and customize your environment to meet your own business needs.
Norway University Hospital ‘Mobilizes’ Patients with Cisco and MazeMap. Trondheim treatment, research, and university complex relies on mobile wayfinding app to transform
hospital experience.
Hospital Launches Healthcare IT Center of Excellence.
City Clinic steps closer to realizing vision of becoming reference center of excellence for south-east Europe.
City Clinic is a private healthcare provider in Bulgaria that opened a new hospital in Sofia in 2012 seeking to create a technology showcase using an advanced IT infrastructure. They deployed a Cisco Medical-Grade Network and Collaboration technologies including Cisco Jabber to improve information sharing and clinical collaboration between staff as patients and doctors move throughout the hospital. This allows access to medical records from any device from inside or outside the hospital while maintaining security and compliance. City Clinic aims to become a center of excellence for healthcare in southeast Europe through continued innovation using their Cisco infrastructure.
Cloud Based Privacy Preserving Data EncryptionIRJET Journal
The document proposes a cloud-based system called MOPSE for securely storing and querying encrypted health records from multiple data providers in the cloud. MOPSE allows an authorized data user to submit a single query that can be processed on the encrypted data from all related providers without revealing the query contents. It also proposes an enhanced scheme called MOPSE+ to more efficiently support queries from successive data providers. Extensive analysis and testing of the schemes on an actual database demonstrates their effectiveness and efficiency in enabling private queries on outsourced encrypted health data from multiple sources.
Smart and Secure Healthcare Administration over Cloud EnvironmentIRJET Journal
This document discusses secure healthcare administration over cloud computing. It proposes using attribute-based encryption and fully homomorphic encryption to securely share health information over the cloud. Attribute-based encryption allows sensitive data to be accessed based on user attributes rather than identities, improving privacy. Fully homomorphic encryption allows computations on encrypted data without decryption, enabling analysis of sensitive data. The document also outlines security measures for the cloud system, including deterrents, prevention, physical security, personnel security and privacy controls.
St George's Healthcare NHS Trust implemented a Cisco BYOD and VDI platform to increase staff efficiency and support changing models of clinical care. This allowed medical staff to access patient information and records from any device from anywhere, bringing healthcare directly to the patient's bedside. Over 2,000 staff can now access virtual desktops using their own devices. This has improved patient care, staff productivity, and flexibility. The success of the initial rollout has supported additional healthcare innovations at the hospital.
Case Study 4by Anil NayakiSubmission dat e 12- Dec- 20.docxwendolynhalbert
Case Study 4
by Anil Nayaki
Submission dat e : 12- Dec- 2017 02:04 PM (UT C- 0800)
Submission ID: 892937 126
File name : 12313_Anil_Nayaki_Case_Study_4 _7 7 5965_1150984 951.do cx (9.57 K)
Word count : 658
Charact e r count : 3851
29%
SIMILARIT Y INDEX
10%
INT ERNET SOURCES
4%
PUBLICAT IONS
29%
ST UDENT PAPERS
1 16%
2 4%
3 4%
4 4%
5 2%
Exclude quo tes On
Exclude biblio graphy Of f
Exclude matches < 3 wo rds
Case Study 4
ORIGINALITY REPORT
PRIMARY SOURCES
Submitted to Campbellsville University
St udent Paper
Submitted to University of Maryland, University
College
St udent Paper
Submitted to Laureate Higher Education Group
St udent Paper
Submitted to Northcentral
St udent Paper
Submitted to Boston University
St udent Paper
Case Study 4by Anil NayakiCase Study 4ORIGINALITY REPORTPRIMARY SOURCES
Home / My courses / Online / School of Business and Economics / 2017
/ October 23, 2017 / BA63370G317 / Week 4 / Case Study #3
Campbellsville University Online
My Submissions
Title Start Date Due Date Post Date
Grades
Available
Case Study #3 -
Case Study #3
17 Sep 2017
- 09:33
12 Dec 2017
- 23:59
31 Dec 2017
- 23:59
75
Summary:
Read Case Study #3 and answer all three "Discussion Points" in a clear but concise way. Be
sure to cite all external references.
Please remember this needs to be in your words. No cut and paste, No turning in other's work.
Any similarity scores of 30 or more will not be graded.
Please check back to review your similarity score. You can resubmit until the due date.
Case Study #3
21%
Submission
Title
Turnitin
Paper
ID
Submitted Similarity
View Digital Receipt Case Study 3 892939151 12/10/17,
23:18
Refresh Submissions
You are logged in as Anil Nayaki (Log out)
BA63370G317
School Resources
Library Access
Bookstore Access
Your Success Coach
Online Student Handbook
C9-1
CASE STUDY 9
ST. LUKE'S HEALTH CARE SYSTEM
Hospitals have been some of the earliest adopters of wireless local area
networks (WLANs). The clinician user population is typically mobile and
spread out across a number of buildings, with a need to enter and access
data in real time. St. Luke's Episcopal Health System in Houston, Texas
(www.stlukestexas.com) is a good example of a hospital that has made
effective use wireless technologies to streamline clinical work processes.
Their wireless network is distributed throughout several hospital buildings
and is used in many different applications. The majority of the St. Luke’s
staff uses wireless devices to access data in real-time, 24 hours a day.
Examples include the following:
• Diagnosing patients and charting their progress: Doctors and
nurses use wireless laptops and tablet PCs to track and chart patient
care data.
• Prescriptions: Medications are dispensed from a cart that is wheeled
from room to room. Clinician uses a wireless scanner to scan the
patient's ID bracelet. ...
Ukrtransgaz is a large natural gas company in Ukraine that manages pipelines and storage across many sites. They implemented a Cisco Enterprise Network to improve collaboration between their 20,000 employees across 200 sites. This allowed them to deploy new applications like SAP more quickly and easily. Employees can now communicate via phone and video, access all information from any location, and IT can manage systems with fewer staff. The network provides secure, reliable connectivity that supports Ukrtransgaz's distributed operations and future innovation.
Techniques for Predictive ModelingGraded Discussion Techniques.docxbradburgess22840
Techniques for Predictive Modeling
Graded Discussion: Techniques for Predictive Modeling
Create a new thread and address the following discussion question.
When we think about various techniques for predictive modeling, always remember that the realm of predictive analytics is the use of data which is supported with various statistical algorithms and even machine learning techniques. When properly used, these methods and techniques can be used to identify the probability of future outcomes based on historical data.
When an organization needs to use predictive modeling or analytic techniques, they have many tools to consider and some include the following not limited to:
· SAS Predictive Analytics (https://www.sas.com/en_us/insights/analytics/predictive-analytics.html)
· IBM Predictive Analytics (https://reviews.financesonline.com/p/ibm-predictive-analytics/)
· SAP Predictive Analytics (https://searchsap.techtarget.com/definition/SAP-Predictive-Analytics)
· Rapid Miner Predictive Analytics (https://rapidminer.com/resource/operationalize-predictive-analytics/)
· Altair Predictive Analytics (https://www.datawatch.com/in-action/angoss/)
· Any many others
Using the list of predictive analytic tools listed above or using others of choice, compare at least three or more of these tools based on research and or experience and share with the class which you would prefer any why?
Discussion Expectations
Please make sure to proof read your post prior to submission. They should be well written and free of grammatical or typographical errors.
Initial postings are due by Wednesday. You are encouraged to post your follow-up comments to different students and you can do more than two if you want and these peer replies are due by Saturday. Postings should include scholarly detail with research support where appropriate
Important Reminder: Assessment of discussion boards and other writing assignments account for 50% of overall grading and below are how grades will be assessed for this discussion board:
Assessment Criteria
Possible Points
Points Earned
Student included an initial posting
40
Student included at least two peer replies.
20
Content in student postings is of rich descriptive details supported with research to support and move discussion topics forward in a collaborative environment.
30
Student posted an initial posting by the Wednesday due date.
5
Student posted at least two peer replies by the Saturday due date.
5
Total Earned points
100
Comments:
C9-1
CASE STUDY 9
ST. LUKE'S HEALTH CARE SYSTEM
Hospitals have been some of the earliest adopters of wireless local area
networks (WLANs). The clinician user population is typically mobile and
spread out across a number of buildings, with a need to enter and access
data in real time. St. Luke's Episcopal Health System in Houston, Texas
(www.stlukestexas.com) is a good example of a hospital that has made
effective use wireless technologies to streamline clinical .
Application of Assent in the safe - Networkshop44Jisc
The document summarizes the Safe Share project, which aims to enable the secure exchange of health data between research sites for medical research. It establishes a higher assurance network using encrypted overlays between network nodes. It also explores implementing an authentication, authorization and accounting infrastructure to allow researchers to access data and systems using their home institution credentials. Several pilot programs are underway to test the network and authentication capabilities. The overall goal is to accelerate medical research while maintaining strict security and privacy of sensitive health data.
University of the West of Scotland implements a Multi-Campus Juniper Networks...Juniper Networks UKI
When the University of West of Scotland (UWS) included seamless wireless
coverage across its campuses and included Wi-Fi as a key component
in its strategic objectives, its IT team needed to take a fresh look at the
infrastructure. At that point, wireless connection was available in very small
pockets of the university, mainly in communal areas such as campus cafés,
and coverage was uneven.
The transformation to digital imaging is complete. The transformation to digital records is underway. The addition of networking capability to clinical devices (pumps, patient monitors, nurse call systems) and everyday objects (doors, thermometers, water sensors, signs) grows with each passing month. Your network needs to be ready for the hyper-connected near term.
http://enterprise.alcatel-lucent.com/healthcare
The University of Dammam implemented a scalable network infrastructure from Cisco to provide unified communications, collaboration, and wireless connectivity across its 16 campuses spanning 500 kilometers. This included over 3200 wireless access points to enable Wi-Fi coverage for 57,000 users. The new network allows students and faculty to access course materials and collaborate remotely. It has improved engagement and created opportunities for distance learning and mobile-focused courses. Centralized management by two administrators simplifies support of the network, which is designed to scale reliably for the next five years of expected growth.
NextStep IT is a consulting firm that helps companies improve their IT infrastructure. It provides services such as network design, security audits, and technical assistance. It specializes in solutions from Cisco, including their Medical-Grade Network framework for healthcare clients. The document outlines NextStep IT's services and case studies of projects in healthcare, finance, hospitality, government and industry sectors.
Meander Medisch Centrum (MeanderMC), a hospital group in the Netherlands, implemented a virtual desktop infrastructure (VDI) using Citrix XenDesktop on Cisco UCS blade servers to improve access to healthcare services and information while lowering costs. The new solution increased application performance by 200%, accelerated new service deployment by 400%, and raised server utilization by 40% while reducing costs. Staff now have fast, secure access to resources from any location.
This document discusses the challenges that healthcare networks face from rapid changes in applications like electronic medical records and wireless patient monitoring. It summarizes how Brocade networking solutions address these challenges by providing increased reliability, performance, security and flexibility across edge, aggregation and core network layers. Specifically, Brocade products support high-density connectivity, power-over-Ethernet, quality of service, virtual LAN segmentation, encryption and integrated wireless security. This enables hospitals to effectively transition to digital records, meet regulations, increase staff productivity with mobility and expand imaging access while controlling costs.
The University of Granada implemented a Cisco Unified Access wireless network across its 80 buildings and 7 campuses to address constant growth in network traffic and demand for bandwidth from its 75,000 users. The solution centralized management of wired and wireless networks to reduce costs and provided flexible connectivity to support today's mobile students. It helped the university handle a 160% yearly increase in wireless traffic and supported bring-your-own-device access from 400 manufacturers' endpoints.
Physical security and IT security: at Expo Milan
2015 the protection of people, resources, data
and devices was a key factor in the success of the
event. From video surveillance to the prevention
of cyber attacks, Cisco’s IP network, the pervasive
multilevel security and a task force dedicated to
monitoring the entire infrastructure allowed the
organizers to concentrate on operational tasks
knowing that the event was in safe hands.
Sicurezza fisica e security informatica: a Expo
Milano 2015 la protezione di persone, risorse, dati
e dispositivi è stata un fattore chiave per la riuscita
della manifestazione. Dalla video-sorveglianza alla
prevenzione degli attacchi alla componente digitale,
la rete IP Cisco, la sicurezza pervasiva e multilivello
e una task force dedicata al monitoraggio dell’intera
infrastruttura hanno consentito agli organizzatori
di dedicarsi agli aspetti operativi potendo contare
sull’incolumità dell’evento.
Business growth saw Seeberger needing a
new warehouse. But not just any warehouse.
Blended Cisco® Internet of Everything (IoE)
innovation now feed state-of-the-art storage
and production processes.
Neotel is South Africa’s first converged telecommunications network operator, providing business, wholesale, and consumer voice and data services. Cisco Smart Net Total CareTM provides Neotel with proactive support to optimise and secure the network, solving problems faster, improving operational efficiency, and reducing the risk of downtime.“Smart Net Total Care has proactively supported, optimised, and secured our network performance, allowing us to pay more attention to the running of our business.”
— Chala Rao, Chief Network Officer, Neotel
Il Gruppo Marcegaglia conferma una strategia di
sicurezza IT basata su soluzioni Cisco che va dagli
strumenti di firewall al sistema di Next-Generation
Intrusion Prevention System passando per la
gestione centralizzata.
The Marcegaglia Group confirms an IT security
strategy based on Cisco solutions with the
acquisition of centrally managed firewall tools
and a Next-Generation Intrusion Prevention System.
Creating classrooms without boundaries. Egyptian institution sought academic excellence, mastering the Internet of Everything held the key. We innovated hyperconnected learning.
“ Arab Academy for Science, Technology and Maritime Transport
has a vital role in transforming Egypt and the Arab World towards
tomorrow’s knowledge economy. We need to educate, open the
door to innovation, and deliver better education and research
quality in a rapid-changing knowledge world.”
Dr. Ismail Abdel Ghafar, President of the Arab Academy for Science,
Technology and Maritime Transport
Universal Motors Agencies (UMA), one of the largest General Motors dealers in Saudi Arabia, needed to improve communication between its 22 showrooms and 69 sites to better serve customers and reduce costs. UMA implemented a Cisco collaboration solution including networking infrastructure, voice, video, and contact center applications. This unified employees, improved responsiveness to customers, and reduced IT costs by 30% while increasing productivity by 10% and employee satisfaction by 20%.
ScanPlus is a leading European provider of managed cloud services with over 140 employees and 500 customers. It operates data centers in Germany and Switzerland linked by a Europe-wide IP backbone. ScanPlus provides a portfolio of cloud services tailored for medium-sized enterprises using Cisco technology, which helps make operations simpler, better protected, and easier to scale. Their cloud platform powered by Cisco has achieved high availability, scalability, and easier administration allowing the company to grow without problems and focus on creating new services.
Odeabank implemented a Cisco collaboration platform including Cisco Unified Contact Center Enterprise to transform their customer experience. This allowed contact center agents to communicate with customers via multiple channels while also collaborating with colleagues. As a result, staff turnover in the contact center is below market average. The technology has helped Odeabank grow rapidly since launching in 2012 and be named the Most Innovative Bank in Turkey.
IBB Energie AG provides electricity, gas, water, and communication services to customers in Switzerland. To stay competitive in a changing market, IBB upgraded its data centers with a Cisco FlexPod solution to improve application performance, reduce costs, and allow services to be deployed 30% faster. The new infrastructure enables IBB to respond more quickly to changing customer demands.
Schmitz Cargobull is a large manufacturer of trailers and semi-trailers in Europe. Their previous wireless network was no longer capable of supporting their production needs, slowing down processes. They implemented Cisco Outdoor Wireless Mesh to provide 100% wireless coverage across their main production site, improving connectivity of mobile devices, applications, and the production chain. This increased efficiency of logistic processes by 50% and improved business process quality, enhancing customer service and reducing costs.
Mankiewicz Gebr & Co wanted to renew its SAP infrastructure to improve performance and scalability issues. It virtualized its SAP system and database using a VMware vSphere platform spanning two EMC VNX storage-based data centers with Cisco UCS Blade Servers. This new highly available configuration runs SAP 20% faster, supports scaling beyond 1.4TB databases, and allows true 24/7 operations with improved weekend access for global users.
The town of Lomma Kommun in Sweden needed to upgrade its unreliable and unsecure network to better support growing demand for public services. It implemented a new Cisco Wi-Fi network with 360 access points and Cisco ISE for secure authentication across all buildings including 30 schools and care centers. This allows staff and students to access resources anywhere on campus, saves staff time by not needing to log in and out, and provides free guest Wi-Fi for tourists. The new secure network solution has halved IT costs and freed staff to develop new services for citizens.
Skipton Building Society's aging IT infrastructure was hindering its ability to support the growing business demands, slowing responsiveness. A Cisco Domain Ten workshop assessed IT processes and priorities and developed a customized roadmap for IT transformation. Implementing Cisco UCS Blade Servers and virtualizing servers reduced provisioning time from 4 weeks to less than 1 day. The new agile infrastructure better supports Skipton's competitive application development and ability to adapt to changing business needs.
Cisco Nexus 9000 Application-Centric Infrastructure (ACI)
Invested in proof of concept to show operational efficiency
Customer ACI deployment going live in February 2015
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Observability Concepts EVERY Developer Should Know -- DeveloperWeek Europe.pdfPaige Cruz
Monitoring and observability aren’t traditionally found in software curriculums and many of us cobble this knowledge together from whatever vendor or ecosystem we were first introduced to and whatever is a part of your current company’s observability stack.
While the dev and ops silo continues to crumble….many organizations still relegate monitoring & observability as the purview of ops, infra and SRE teams. This is a mistake - achieving a highly observable system requires collaboration up and down the stack.
I, a former op, would like to extend an invitation to all application developers to join the observability party will share these foundational concepts to build on:
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
“An Outlook of the Ongoing and Future Relationship between Blockchain Technologies and Process-aware Information Systems.” Invited talk at the joint workshop on Blockchain for Information Systems (BC4IS) and Blockchain for Trusted Data Sharing (B4TDS), co-located with with the 36th International Conference on Advanced Information Systems Engineering (CAiSE), 3 June 2024, Limassol, Cyprus.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
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/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
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.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
A tale of scale & speed: How the US Navy is enabling software delivery from l...sonjaschweigert1
Rapid and secure feature delivery is a goal across every application team and every branch of the DoD. The Navy’s DevSecOps platform, Party Barge, has achieved:
- Reduction in onboarding time from 5 weeks to 1 day
- Improved developer experience and productivity through actionable findings and reduction of false positives
- Maintenance of superior security standards and inherent policy enforcement with Authorization to Operate (ATO)
Development teams can ship efficiently and ensure applications are cyber ready for Navy Authorizing Officials (AOs). In this webinar, Sigma Defense and Anchore will give attendees a look behind the scenes and demo secure pipeline automation and security artifacts that speed up application ATO and time to production.
We will cover:
- How to remove silos in DevSecOps
- How to build efficient development pipeline roles and component templates
- How to deliver security artifacts that matter for ATO’s (SBOMs, vulnerability reports, and policy evidence)
- How to streamline operations with automated policy checks on container images
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.