This document discusses how a major hospital company has used Splunk across several areas to address key challenges and drive success. It summarizes how Splunk was used to:
1) Identify user errors, not device issues, that were impacting adoption of a mobile vitals monitoring program involving 5000 wireless devices.
2) Provide a unified, real-time view of connected medical devices and clinical applications that improved monitoring, troubleshooting, and compliance.
3) Rapidly develop an alternative to the vendor-provided but ineffective data analysis tool for their health information exchange initiative.
This talk gives an introduction about Healthcare Use cases - The AI ladder and Lifestyle AI at Scale Themes The iterative nature of the workflow and some of the important components to be aware in developing AI health care solutions were being discussed. The different types of algorithms and when machine learning might be more appropriate in deep learning or the other way will also be discussed. Use cases in terms of examples are also shared as part of this presentation .
Healthcare Analytics Summit Keynote Fall 2017Dale Sanders
The Data Operating System. Changing the Digital Trajectory of Healthcare. Why do we need to change the current digital trajectory? What’s the business case for a Data Operating System? What is a Data Operating System and how did we get here? What difference will DOS make? What should we do with it and what should we expect?
iHT2 Health IT Summit Boston 2013 – Chris Petteruti, Director of Technology Department, Kaiser Permanente – NCAL Case Study "Strategies for Minimizing Uncertainty and Downtime”
Learning Objectives:
∙ Eliminating clinician frustration during IT outages
∙ Improving employee communication with desktop messages
∙ Strategies to get the most out of your communication platform investment
Improving Healthcare Operations Using Process Data Mining
It’s estimated that 80% of healthcare data is unstructured, which makes it challenging to do any sort of analytics to drive improvements in population health, patient care and operational efficiency. Machine learning techniques can be utilized to predict future events from similar past events, anticipate resource capacity issues and proactively identify bottlenecks and patient outcome risks. This session will provide an overview of how process data mining can be applied to healthcare and provide real-world examples of process data mining in action.
This talk gives an introduction about Healthcare Use cases - The AI ladder and Lifestyle AI at Scale Themes The iterative nature of the workflow and some of the important components to be aware in developing AI health care solutions were being discussed. The different types of algorithms and when machine learning might be more appropriate in deep learning or the other way will also be discussed. Use cases in terms of examples are also shared as part of this presentation .
Healthcare Analytics Summit Keynote Fall 2017Dale Sanders
The Data Operating System. Changing the Digital Trajectory of Healthcare. Why do we need to change the current digital trajectory? What’s the business case for a Data Operating System? What is a Data Operating System and how did we get here? What difference will DOS make? What should we do with it and what should we expect?
iHT2 Health IT Summit Boston 2013 – Chris Petteruti, Director of Technology Department, Kaiser Permanente – NCAL Case Study "Strategies for Minimizing Uncertainty and Downtime”
Learning Objectives:
∙ Eliminating clinician frustration during IT outages
∙ Improving employee communication with desktop messages
∙ Strategies to get the most out of your communication platform investment
Improving Healthcare Operations Using Process Data Mining
It’s estimated that 80% of healthcare data is unstructured, which makes it challenging to do any sort of analytics to drive improvements in population health, patient care and operational efficiency. Machine learning techniques can be utilized to predict future events from similar past events, anticipate resource capacity issues and proactively identify bottlenecks and patient outcome risks. This session will provide an overview of how process data mining can be applied to healthcare and provide real-world examples of process data mining in action.
ManpowerGroup in cooperation with Applixure can provide IT environment analytics services to clients across Europe to help improve the efficiency of their IT environment.
The Data Operating System: Changing the Digital Trajectory of HealthcareDale Sanders
This is the next evolution in health information exchanges and data warehouses, specifically designed to support analytics, transaction processing, and third party application development, in one platform, the Data Operating System.
How to Use Open Source Technologies in Safety-critical Digital Health Applica...Shahid Shah
Presented at 3rd Annual Open Source EHR Summit - Key Takeaways:
* Outcomes driven care (vs. fees for service or volume driven care) is in our future
* Because outcomes now matter more than ever, open source digital health solutions are even more important
* There are new realities of patient populations driving open source even faster
* How to use open source reliably and and securely in a safety-critical environment like medical devices
Big Data Analytics for Healthcare Decision Support- Operational and ClinicalAdrish Sannyasi
Splunk’s data analytics platform could be utilized to solve many high impact business problems in healthcare delivery systems to reduce cost, improve patient outcome and safety, and enhance care coordination experience. Analyze observed behavior from healthcare event data and metadata to discover patterns, monitor compliance, and optimize the workflow. Furthermore 80% of healthcare data is unstructured (clinical free text and documentation), or semi-structured and many new data sources are such as tele health, mobile health, sensors, and devices are getting integrated in many healthcare systems specifically in the area of chronic disease management. So, one need analytics software that can harvest, interpret, enrich, normalize, and model diverse structured and unstructured data and analytics approaches that embrace the “data turmoil” by relying less on standardized data items and more on the capability to process data in any format.
CHC Briefing: OSEHRA is a great business opportunity for healthcare IT ISVs a...Shahid Shah
An opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the OSEHRA Community
Topics Covered:
* An overview of VA, VHA, VistA, and OSEHRA
* The macro healthcare environment and why OSEHRA is am important participant
* What’s needed by the industry that OSEHRA can provide
Key takeaways:
* OSEHRA is major business opportunity for ISVs and systems integrators
* There’s nothing special about health IT data that justifies complex, expensive, or special technology
Mergers, acquisitions, and partnerships dramatically reducing it consolidati...Health Catalyst
Please join Dale Sanders, President of Health Catalyst Technology, in this webinar as he explains his experiences, observations, and advice about the use of an EDW or DOS to reduce the costs of IT integration in healthcare M&A and rapidly increase the value proposition of the new organization. Dale has a diverse background in complex data environments and decision support, spanning three decades in the US Air Force, National Security Agency, and as a CIO in healthcare.
Med Device Vendors Have Big Opportunities in Health IT Software, Services, an...Shahid Shah
If you’re in the medical device manufacturing or hardware sales business your revenue growth (CAGR) is under pressure like never before. You’re being asked to do more with less but you’re probably going to find that hard to accomplish because of one or more of the following challenges:
* Longer product development timelines caused by more FDA and other government regulations
* Increased demand by customers to have your devices deliver user experiences that are more like “consumer” devices such as cell phones and tablets
* Lower margins as a reaction to commodity competition (your sensor hardware business will be commoditized faster and faster over time)
* More complex and longer sales cycles because devices are now being approved for sale not by facilities and clinical executives alone but increasingly by CIOs and IT teams
* Increased cost of risk management and compliance caused by connectivity requirements
Any one of these challenges is difficult to meet but these days you’re probably being asked to meet more than one simultaneously. The solutions are not simple but the good news is that medical device manufacturers have many revenue generation opportunities today that can fund the new strategic imperatives you’ll need to put into place to meet the challenges listed above.
This briefing, presented by Netspective CEO Shahid Shah, describes some of the opportunities and how device vendors can take advantage of them.
The biggest opportunities in digital health for Turkey's Medical Sector Shahid Shah
This was presented at the Digital Health Summit Turkey 2014 in Istanbul. It is an American healthcare expert's viewpoint on what should matter to Turkey based on lessons from the USA. Designed for a mixed audience of providers, pharma, and bio entrepreneurs and executives.
AI in Healthcare: From Hype to Impact (updated)Mei Chen, PhD
The primary goal of this workshop is to help health professionals gain a critical understanding of the various types of AI technologies available so they can make wise decisions and invest AI for healthcare improvement.
Keeping up with tech trends can be difficult, especially when it comes to healthcare — an industry that’s fast-evolving, notoriously complex, and shouldering an ever higher demand — but it is crucial.
Here’s an overview of the tech trends that are having the greatest impact on small to mid-sized practices, along with input from Staples Business Advantage Director of Healthcare Technology, James Clarke, on the importance of keeping pace.
From remote patient monitoring to antimicrobial devices, discover the technology that’s helping practices meet a wider range of patient needs, boost efficiency and improve the overall quality of care for patients.
The shift from Fee for Service to Outcomes-Driven care means huge opportuniti...Shahid Shah
I presented this opinionated look at why the Medicare Shared Savings plans, ACOs and other outcomes-driven payment models are being promoted over fee for service (FFS) models and what that means for service providers and integrators. Evidence driven healthcare is required to help reduce costs and data drives evidence – the problem is that institutions are having trouble pulling together all the data they need. Current health IT systems integrate poorly and anyone that can improve that data integration to help with pricing transparency, cost transparency, care coordination, and population health management will have work for years.
How to Design, Build and Map IT and Business Services in SplunkSplunk
Your IT department supports critical business functions, processes and products. You're most effective when your technology initiatives are closely aligned and measured with specific business objectives. This session covers best practices and techniques for designing and building an effective service model, using the domain knowledge of your experts and capturing and reporting on key metrics that everyone can understand.
Splunk: How to Design, Build and Map IT ServicesSplunk
Your IT department supports critical business functions, processes and products. You're most effective when your technology initiatives are closely aligned and measured with specific business objectives. This session covers best practices and techniques for designing and building an effective service model, using the domain knowledge of your experts and capturing and reporting on key metrics that everyone can understand.
ManpowerGroup in cooperation with Applixure can provide IT environment analytics services to clients across Europe to help improve the efficiency of their IT environment.
The Data Operating System: Changing the Digital Trajectory of HealthcareDale Sanders
This is the next evolution in health information exchanges and data warehouses, specifically designed to support analytics, transaction processing, and third party application development, in one platform, the Data Operating System.
How to Use Open Source Technologies in Safety-critical Digital Health Applica...Shahid Shah
Presented at 3rd Annual Open Source EHR Summit - Key Takeaways:
* Outcomes driven care (vs. fees for service or volume driven care) is in our future
* Because outcomes now matter more than ever, open source digital health solutions are even more important
* There are new realities of patient populations driving open source even faster
* How to use open source reliably and and securely in a safety-critical environment like medical devices
Big Data Analytics for Healthcare Decision Support- Operational and ClinicalAdrish Sannyasi
Splunk’s data analytics platform could be utilized to solve many high impact business problems in healthcare delivery systems to reduce cost, improve patient outcome and safety, and enhance care coordination experience. Analyze observed behavior from healthcare event data and metadata to discover patterns, monitor compliance, and optimize the workflow. Furthermore 80% of healthcare data is unstructured (clinical free text and documentation), or semi-structured and many new data sources are such as tele health, mobile health, sensors, and devices are getting integrated in many healthcare systems specifically in the area of chronic disease management. So, one need analytics software that can harvest, interpret, enrich, normalize, and model diverse structured and unstructured data and analytics approaches that embrace the “data turmoil” by relying less on standardized data items and more on the capability to process data in any format.
CHC Briefing: OSEHRA is a great business opportunity for healthcare IT ISVs a...Shahid Shah
An opinionated look at why current health IT systems integrate poorly and how it’s a big opportunity for the OSEHRA Community
Topics Covered:
* An overview of VA, VHA, VistA, and OSEHRA
* The macro healthcare environment and why OSEHRA is am important participant
* What’s needed by the industry that OSEHRA can provide
Key takeaways:
* OSEHRA is major business opportunity for ISVs and systems integrators
* There’s nothing special about health IT data that justifies complex, expensive, or special technology
Mergers, acquisitions, and partnerships dramatically reducing it consolidati...Health Catalyst
Please join Dale Sanders, President of Health Catalyst Technology, in this webinar as he explains his experiences, observations, and advice about the use of an EDW or DOS to reduce the costs of IT integration in healthcare M&A and rapidly increase the value proposition of the new organization. Dale has a diverse background in complex data environments and decision support, spanning three decades in the US Air Force, National Security Agency, and as a CIO in healthcare.
Med Device Vendors Have Big Opportunities in Health IT Software, Services, an...Shahid Shah
If you’re in the medical device manufacturing or hardware sales business your revenue growth (CAGR) is under pressure like never before. You’re being asked to do more with less but you’re probably going to find that hard to accomplish because of one or more of the following challenges:
* Longer product development timelines caused by more FDA and other government regulations
* Increased demand by customers to have your devices deliver user experiences that are more like “consumer” devices such as cell phones and tablets
* Lower margins as a reaction to commodity competition (your sensor hardware business will be commoditized faster and faster over time)
* More complex and longer sales cycles because devices are now being approved for sale not by facilities and clinical executives alone but increasingly by CIOs and IT teams
* Increased cost of risk management and compliance caused by connectivity requirements
Any one of these challenges is difficult to meet but these days you’re probably being asked to meet more than one simultaneously. The solutions are not simple but the good news is that medical device manufacturers have many revenue generation opportunities today that can fund the new strategic imperatives you’ll need to put into place to meet the challenges listed above.
This briefing, presented by Netspective CEO Shahid Shah, describes some of the opportunities and how device vendors can take advantage of them.
The biggest opportunities in digital health for Turkey's Medical Sector Shahid Shah
This was presented at the Digital Health Summit Turkey 2014 in Istanbul. It is an American healthcare expert's viewpoint on what should matter to Turkey based on lessons from the USA. Designed for a mixed audience of providers, pharma, and bio entrepreneurs and executives.
AI in Healthcare: From Hype to Impact (updated)Mei Chen, PhD
The primary goal of this workshop is to help health professionals gain a critical understanding of the various types of AI technologies available so they can make wise decisions and invest AI for healthcare improvement.
Keeping up with tech trends can be difficult, especially when it comes to healthcare — an industry that’s fast-evolving, notoriously complex, and shouldering an ever higher demand — but it is crucial.
Here’s an overview of the tech trends that are having the greatest impact on small to mid-sized practices, along with input from Staples Business Advantage Director of Healthcare Technology, James Clarke, on the importance of keeping pace.
From remote patient monitoring to antimicrobial devices, discover the technology that’s helping practices meet a wider range of patient needs, boost efficiency and improve the overall quality of care for patients.
The shift from Fee for Service to Outcomes-Driven care means huge opportuniti...Shahid Shah
I presented this opinionated look at why the Medicare Shared Savings plans, ACOs and other outcomes-driven payment models are being promoted over fee for service (FFS) models and what that means for service providers and integrators. Evidence driven healthcare is required to help reduce costs and data drives evidence – the problem is that institutions are having trouble pulling together all the data they need. Current health IT systems integrate poorly and anyone that can improve that data integration to help with pricing transparency, cost transparency, care coordination, and population health management will have work for years.
How to Design, Build and Map IT and Business Services in SplunkSplunk
Your IT department supports critical business functions, processes and products. You're most effective when your technology initiatives are closely aligned and measured with specific business objectives. This session covers best practices and techniques for designing and building an effective service model, using the domain knowledge of your experts and capturing and reporting on key metrics that everyone can understand.
Splunk: How to Design, Build and Map IT ServicesSplunk
Your IT department supports critical business functions, processes and products. You're most effective when your technology initiatives are closely aligned and measured with specific business objectives. This session covers best practices and techniques for designing and building an effective service model, using the domain knowledge of your experts and capturing and reporting on key metrics that everyone can understand.
This is my College Project Documentation on Hospital Management System. Which includes mainly Problem Definition, Existing System, Proposed System, Requirement Analysis, Scope of the System, Feasibility Study, Hardware & Software Requirement, ER Diagram, DFD Diagram, Data Dictionary for Project, Sample Output Screenshots, Conclusion
Joan McFaul, Senior Vice President/CIO, Southcoast Health and Jim Feen, Executive Director, Associate Chief Information Officer, Southcoast Health - Speakers at the marcus evans National Healthcare CIO Summit 2016 held in Las Vegas, NV
8 BIGGEST MISTAKES IT PRACTITIONERS MAKE AND HOW TO AVOID THEMAbuSyeedRaihan
Imagine you’re the mythological character Sisyphus, forced to roll a boulder up a hill. When it gets near the top, it always rolls back down, so you have to keep repeating the same futile exercise over and over. If you’re an IT professional in charge of a complex, hybrid environment, this scenario probably sounds familiar. Instead of helping move your organization forward, you spend most of your time constantly trying to pinpoint and fix one problem after another (eternally rolling boulders uphill).
Adding to the stress, all the pressure is on you to maintain
system availability and performance to keep business leaders and customers happy.
Workflow Continuity—Moving Beyond Business Continuityin a Mu.docxambersalomon88660
Workflow Continuity—Moving Beyond Business Continuity
in a Multisite 24–7 Healthcare Organization
Brian J. Kolowitz & Gonzalo Romero Lauro &
Charles Barkey & Harry Black & Karen Light &
Christopher Deible
Published online: 6 July 2012
# Society for Imaging Informatics in Medicine 2012
Abstract As hospitals move towards providing in-house
24×7 services, there is an increasing need for information
systems to be available around the clock. This study inves-
tigates one organization’s need for a workflow continuity
solution that provides around the clock availability for in-
formation systems that do not provide highly available
services. The organization investigated is a large multifacil-
ity healthcare organization that consists of 20 hospitals and
more than 30 imaging centers. A case analysis approach was
used to investigate the organization’s efforts. The results
show an overall reduction in downtimes where radiologists
could not continue their normal workflow on the integrated
Picture Archiving and Communications System (PACS)
solution by 94 % from 2008 to 2011. The impact of un-
planned downtimes was reduced by 72 % while the impact
of planned downtimes was reduced by 99.66 % over the
same period. Additionally more than 98 h of radiologist
impact due to a PACS upgrade in 2008 was entirely elimi-
nated in 2011 utilizing the system created by the workflow
continuity approach. Workflow continuity differs from high
availability and business continuity in its design process and
available services. Workflow continuity only ensures that
critical workflows are available when the production system
is unavailable due to scheduled or unscheduled downtimes.
Workflow continuity works in conjunction with business
continuity and highly available system designs. The results
of this investigation revealed that this approach can add
significant value to organizations because impact on users
is minimized if not eliminated entirely.
Keywords Workflow continuity . Business continuity .
PACS planning . PACS integration . PACS downtime
procedures . PACS administration . PACS . PACS service .
Software design . Systems integration . Workflow .
Productivity . Management information systems .
Information system . Image retrieval . Health level 7 (HL7) .
Efficiency
Background
Recently, the US government mandated the use of health
information technology for healthcare providers [1]. The
legislation outlines financial penalties for providers that
choose not to adopt technologies as well as benefits for
those that do adopt the technologies. As the adoption of
health information technology increases, so will the need for
information systems that allow critical organizational work-
flows to continue when those systems are unavailable due to
either scheduled or unscheduled system downtimes.
This paper is a case analysis of one organization’s solu-
tion to a need for a system that provides workflow continu-
ity around the clock. Workflow continuity moves beyond.
Data observability is a collection of technologies and activities that allows data science teams to prevent problems from becoming severe business issues.
The third webcast in this series focuses on ways to meet your health system’s specific needs and achieve a 360-degree view of your patients, processes, physicians, and costs without purchasing multiple, disparate solutions, and creating information silos.
Our speakers discuss their collective experience in working with organizations to create tailored platforms that provide convenient access to data collected by, and stored in, disparate clinical information systems and enabling that data to be securely used by users throughout the broader healthcare community. Actionable data – available to all users when they need it – serves as a foundation for analysis and decision-making aimed at improving how care is delivered.
You can find it online at http://www.informationbuilders.com/webevents/online/24637#sthash.RnwoH27x.dpuf
NHS Choices: Managing complex infrastructure to deliver critical online servicesSplunk
Learn how NHS Choices analyses machine data to gain real-time insights into a complex hybrid infrastructure. With this operational intelligence NHS Choices can resolve issues faster, manage unpredictable traffic, easily report to management and ultimately keep the 'front-door to the NHS' open for more than 40 million visitors a month.
Bio IT World 2019 - AI For Healthcare - Simon Taylor, LucidworksLucidworks
Presentation from Bio IT World, Boston | April 16-18, 2019
Track: AI for Healthcare: Practical Application of AI in Clinical Healthcare
Session Title: To AI or Not to AI, That Is the Question
Speaker: Simon Taylor, Lucidworks
CTO Perspectives: What's Next for Data Management and Healthcare?Health Catalyst
Health Catalyst's Chief Technology Officer, Bryan Hinton, shares his perspective, thoughts, and insights on new and emerging trends for data management in healthcare. Bryan offers a brief presentation on what hospitals and healthcare systems can expect, followed by an extended Q&A.
Unlocking the Power of Data: Data Driven Product Engineering, Evren Eryurek, ...Zinnov
We live in a data-rich world - almost everything we do is being captured and stored somewhere. There are algorithms crunching the data every millisecond and conveying unknown and untapped information. At an enterprise level, data analytics provides us a 360-degree view of our customers, products and the business landscape to make effective, smart decisions. This presentation delves into how the traditional business philosophy of ‘proximity to customer’ will lose its significance and how data will drive product decisions.
It's About The Citizen - Changing Needs and Rising ExpectationsPeter Coffee
Presented as keynote to GTEC 2014 in Ottawa, 28 October 2014 by Peter Coffee of Salesforce
A “cloud computing” conversation used to be a plan to cut IT costs and accelerate project schedules. Today, it’s becoming a citizen-driven discussion of improving the visibility, availability and accountability of every institution of modern life — in a world where people have a whole new level of power to discover, share, and collaborate in identifying and confronting challenges as well as pursuing new opportunities. Not merely the execution, but even the basic mission, of government and other organs of society is in the crosshairs. Peter Coffee brings salesforce.com’s global perspective, as thrice-named “World’s Most Innovative Company” (Forbes), to share with theGTEC community and to offer opportunities for action.
The Critical Role of Spatial Data in Today's Data EcosystemSafe Software
In today's data-driven landscape, integrating spatial data is becoming increasingly crucial for organizations aiming to harness the full potential of their data. Spatial data offers unique insights based on location, making it a fundamental component for addressing various challenges across different sectors, including urban planning, environmental sustainability, public health, and logistics.
Our webinar delves into the indispensable role of spatial data in data management and analysis. We'll showcase how omitting spatial data from your data strategy not only weakens your data infrastructure, but also limits the depth of your insights. Through real-world case studies, we'll highlight the transformative impact of spatial data, demonstrating its ability to uncover complex patterns, trends, and relationships.
Join us for this introductory-level webinar as we explore the critical importance of spatial data integration in driving strategic decision-making processes. By the end of the webinar, you'll gain a renewed perspective on how spatial data is essential for confronting and overcoming challenges across various domains.
The Data Operating System: Changing the Digital Trajectory of HealthcareHealth Catalyst
In 1989, John Reed, the CEO of Citibank and the early pioneer for ATMs, said, “I can see a future in which the data and information that is exchanged in our transactions are worth more than the transactions themselves.” We are at an interesting digital nexus in healthcare. Few of us would argue against the notion that data and digital health will play a bigger and bigger role in the future. But, are we on the right track to deliver on that future? It required $30B in federal incentive money to subsidize the uptake of Electronic Health Records (EHRs). You could argue that the federal incentives stimulated the first major step towards the digitization of health, but few physicians would celebrate its value in comparison to its expense. As the healthcare market consolidates through mergers and acquisitions (M&A), patching disparate EHRs and other information systems together becomes even more important, and challenging. An organization is not integrated until its data is integrated, but costly forklift replacements of these transaction information systems and consolidating them with a single EHR solution is not a viable financial solution.
Similar to Sl nashville major Hospital company (20)
.conf Go 2023 - Das passende Rezept für die digitale (Security) Revolution zu...Splunk
.conf Go 2023 presentation:
"Das passende Rezept für die digitale (Security) Revolution zur Telematik Infrastruktur 2.0 im Gesundheitswesen?"
Speaker: Stefan Stein -
Teamleiter CERT | gematik GmbH M.Eng. IT-Sicherheit & Forensik,
doctorate student at TH Brandenburg & Universität Dresden
.conf Go 2023 presentation:
De NOC a CSIRT
Speakers:
Daniel Reina - Country Head of Security Cellnex (España) & Global SOC Manager Cellnex
Samuel Noval - Global CSIRT Team Leader, Cellnex
Splunk - BMW connects business and IT with data driven operations SRE and O11ySplunk
BMW is defining the next level of mobility - digital interactions and technology are the backbone to continued success with its customers. Discover how an IT team is tackling the journey of business transformation at scale whilst maintaining (and showing the importance of) business and IT service availability. Learn how BMW introduced frameworks to connect business and IT, using real-time data to mitigate customer impact, as Michael and Mark share their experience in building operations for a resilient future.
Data foundations building success, at city scale – Imperial College LondonSplunk
Universities have more in common with modern cities than traditional places of learning. This mini city needs to empower its citizens to thrive and achieve their ambitions. Operationalising data is key to building critical services; from understanding complex IT estates for smarter decision-making to robust security and a more reliable, resilient student experience. Juan will share his experience in building data foundations for a resilient future whilst enabling digital transformation at Imperial College London.
Splunk: How Vodafone established Operational Analytics in a Hybrid Environmen...Splunk
Learn how Vodafone has provided end-to-end visibility across services by building an Operational Analytics Platform. In this session, you will hear how Stefan and his team manage legacy, on premise, hybrid and public cloud services, and how they are providing a platform for complex triage and debugging to tackle use cases across Vodafone’s extensive ecosystem.
.italo operates an Essential Service by connecting more than 100 million people annually across Italy with its super fast and secure railway. And CISO Enrico Maresca has been on a whirlwind journey of his own.
Formerly a Cyber Security Engineer, Enrico started at .italo as an IT Security Manager. One year later, he was promoted to CISO and tasked with building out – and significantly increasing the maturity level – of the SOC. The result was a huge step forward for .italo.
So how did he successfully achieve this ambitious ask? Join Enrico as he reveals the key insights and lessons learned in his SOC journey, including:
Top challenges faced in improving security posture
Key KPIs implemented in order to measure success
Strategies and approaches applied in the SOC
How MITRE ATT&CK and Splunk Enterprise Security were utilised
Next steps in their maturity journey ahead
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
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.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
JMeter webinar - integration with InfluxDB and GrafanaRTTS
Watch this recorded webinar about real-time monitoring of application performance. See how to integrate Apache JMeter, the open-source leader in performance testing, with InfluxDB, the open-source time-series database, and Grafana, the open-source analytics and visualization application.
In this webinar, we will review the benefits of leveraging InfluxDB and Grafana when executing load tests and demonstrate how these tools are used to visualize performance metrics.
Length: 30 minutes
Session Overview
-------------------------------------------
During this webinar, we will cover the following topics while demonstrating the integrations of JMeter, InfluxDB and Grafana:
- What out-of-the-box solutions are available for real-time monitoring JMeter tests?
- What are the benefits of integrating InfluxDB and Grafana into the load testing stack?
- Which features are provided by Grafana?
- Demonstration of InfluxDB and Grafana using a practice web application
To view the webinar recording, go to:
https://www.rttsweb.com/jmeter-integration-webinar
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/
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.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
State of ICS and IoT Cyber Threat Landscape Report 2024 previewPrayukth K V
The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
2. About
Founded in 1968
On Fortune’s “Most Admired
Healthcare Companies” list
Ranked on “The World’s Most Ethical
Companies” list
Computerworld “Top 100 best places
to work”
2
4. Connected Devices in Hospitals
Improve workflow and allows for efficiency in
hospitals
Used every day to document patient care
activities
Requires accurate data transfer to comply
with Meaningful Use provisions of HITECH Act
Connected devices lead to better healthcare
outcomes thru better quality management
“The FDA assures devices are accurate – we assure accuracy is maintained
through to the patient record”
4
5. Rolling Out Mobile Vital Signs Monitoring Technology
5000 wireless devices across 165
hospitals
65,000 patients monitored
17,000 nurses using devices
90% Vitals Signs taken electronically
The plan: Vitals automatically posted
in electronic medical record
“The size and implications of this project were larger
than anything IT&S had ever attempted.”
5
6. MDI Key Challenges
6
Troubleshooting to
address nurse
complaints about
devices
Changing nurse
behavior to ensure
effective use of
devices
Compliance with
meaningful use
requirements of
healthcare act
7. Why Splunk? (MDI)
Need unified view of 5000 devices
across 56 servers
Fill gap between existing monitoring
systems and out of box application
monitoring
Create consolidated view of
application
We Needed a Platform
7
8. Solving the Issue of Broken Devices
Widespread complaints of devices failing
Variation in complaints across facilities/servers
Minimal onsite support
Nurses will not troubleshoot devices—devices work or they sit
Nurses can be averse to and threatened by new technology
Splunk rapidly identified it was user error, not a device issue
“Splunk rapidly identified it was user error, not a device issue.”
8
9. Splunk ad-hoc Search Showed
• Only 30% of vitals were being taken via electronic method
• Devices were unusable due to inadequate charge
• Wireless coverage was inconsistent
• Devices responded slowly to loss of signal
“A combination of end user behaviors and technical issues were
responsible for poor adoption of the technology, threatening a
$7 million investment.”
9
10. Vitals Tracking-The Data
Device Logs
EHR Reports
AD Lookups
Application DB
Logs alone lack the context to provide meaning to the data
“Logs alone lack the context to provide meaning to the data.”
10
11. Driving Success with Splunk (MDI)
• Avoided $3 million incremental Bonus – Using the same data
spend on new batteries
• Reduces time to resolve and
correct issues by viewing all
dashboard data at once
• Enabled change in nurse behavior
with real-time clinician dashboards
• Cross-enterprise view of application
performance
• System problem alerting
• Automated service and support
records
“We were able to very quickly determine that there was nothing wrong with
the batteries at all, the problem was simply that they weren’t being charged.”
11
12. Splunk inflationary epoch!
Expanding Splunk to become a major application management resource
Expand to other teams (Security, Networking & Infrastructure)
Splunk is becoming the cornerstone for management of clinical
applications and a trusted single pane of glass for the enterprise
“Splunk is our enterprise management platform for clinical
informatics.”
12
13. Health Information Exchange (HIE)
HIE is one of the most important aspects of Meaningful Use Stage II
At the point we began work on its own HIE, the failure rate of Regional
Health Information Organizations (RHIOs – state, regional, and
community-based HIE initiatives) was around 30%.
After over a year in planning, vendor selection, and build/development;
the finished product was ready for testing
Testing did not go well…
13
14. HIE Key Challenges
(WE) being the largest healthcare organization in the US, once again
managed to overwhelm all aspects of the vendors solution
– 6 Million transactional messages per day
– Some messages can be in excess of 40,000 lines of text
– So many transactions and events that logs were being overwritten every 6-8
hours
If something happened to crash the system after 5PM, by the time the
testing team got back to the office the next morning; the cause of the
system crash had likely been lost forever
14
15. Enter Splunk (HIE)
It took almost a week to comb through 45 servers, all different
application subsystems, for logs and to classify those logs
Due to the “unique” (unstable) circumstance of the application,
deploying universal forwarders to those systems was strictly forbidden
– Two servers were commandeered (slightly illegitimately) from a past initiative
– Splunk was installed on commandeered servers , actively monitoring and parsing
out “junk data” and PHI for over 300 logs via UNC
– This was a substantial leap forward, logs were no longer lost!
15
17. Why Splunk? (HIE)
Splunk released the DBX application
– Directly connected to the vast number of databases contained within this HIE
solution
– We now have a truly complete whole system view in real-time
This holistic view of HIE data empowered our team to see problems in
real-time and begin doing something about it!
– Used correlated WMI and database data to compare 4 key system health metrics
Incoming Rate
Completed Rate
FIFO Queue
Stuck Messages
17
18. HIE Data Analysis Tool (DAT)
Plagued with integration issues there was an immediate need to get
access to a tool that allowed users to:
– Research failed message transactions
– Investigate slow end-user response times
If a clinician can access data from the source system and not access the
same data in this tool, adoption will be nonexistent
– Without clinician adoption of the HIE solution, tens of millions of dollars will be
wasted
18
19. HIE DAT Key Challenges
HIE solution has its own tool built in, making it the default choice for the
task.
– There is a major flaw with it though, it doesn’t work.
No timeline for a fix
Without a data analysis tool for constant monitoring of system response
times and failed message transactions the reliability of the entire
solution was in jeopardy
– In depth auditing would be unattainable
– Data integrity could not be assured
– Meaningful Use attestation would be inconceivable
19
20. Enter Splunk (HIE DAT)
In a world where vendors can’t… Splunk can and does, quickly!
– Splunk DB Connect app leveraged to pass real-time database queries to various
databases
– Uses Vendor supplied Queries
This data was made searchable via a series of dashboards, letting the individual
doing the research drill down to individual message ID’s with 0 impact to the
production databases
Development time for this solution, planning to production was 6 hours
with a 30 days historical backload
– Comparable solution from internal DBA group?
3-6 Months
20
21. Driving Success with Splunk (HIE)
Splunk was paramount to the success of HIE
– Splunk empowered rapid root-cause determination
– Facilitated application health metric monitoring
Alerting of trends that were actionable
– Splunk empowered rapid development
Reduction in DAT development from a minimum of 3 months to 6 hours
– 8,000% Reduction in effort
– $23,700 cost avoidance
The failure of this application could have led to millions of dollars in lost
reimbursements and millions more lost in man hours and development
work
21
22. Payment Card Industry (PCI) Compliance
The Payment Card Industry Data Security Standard (PCI DSS) is a set of
requirements designed to ensure that ALL companies that process,
store or transmit credit card information maintain a secure
environment.
– Penalty
$5,000 to $100,000 per month for PCI compliance violations
22
23. PCI Compliance Key Challenges
RSA enVision solution is expensive
– Roughly $200K/year in support costs
RSA enVision solution requires hard coded inputs
– Will not automatically adjust reporting as new methods are added
Requires Vendor PS to make supported modifications to add additional inputs
Initial setup took 6 months development
23
24. Enter Splunk PCI Compliance
Clone of RSA tool created in 2 weeks, with the following enhancements:
– Completely automated
– Real-time data
– Designed to be dynamic
– Added UI access
– Drillable data model that takes end-user context to intelligently filter data
24
27. Executive Dashboard
Team of 3 using C# building custom solution for over a year
– Significant strides
– Incomplete
Created complete POC solution in Splunk with 24 hours effort
27
29. Doctor Access Login Time Monitoring
Problem: Doc’s login in times to internal systems via Citrix were taking
to long and there was no way for IT to monitor and measure the time it
takes (Doctor Experience is CIO level issue)
Solution: Splunk now measures the exact experience that Doc’s are
seeing on their screen
– Citrix XenDesktop, Citrix Broker, Juniper, Netscaler, SSO
29
30. Splunk Growth Plans
Licensing:
– Increase License by 430% in the next 2 weeks
– Increase License by an additional 256% by Jan 2015
Hardware:
– Purchase dedicated storage solution for Splunk in excess of 3M IOPS by 1st
quarter 2015 (1PB)
– Purchase additional 4 double spec’d indexers by 1st quarter 2015
30
BYOD Moving towards taking advantage of leveraging personal wireless devices.
First application we used splunk to monitor. This was our POC for Splunk.
Most applications are designed for single facility monitoring. We need to be able to monitor hundreds of application dashboards from a single view
The original intent quickly moved from just monitoring application from a technical perspective to identifying user behavior.
By using Spunk’s transction command, we were able to determine that user were not plugging in devices in time to recharge for the next round.
To fully charge a device took 2 hours. If not plugged in within 30 minutes of finishing the rounds the devices would not have enough change to make the round.
We were looking at replacing all batteries at a cost of over $3 million.
The consolidating of data from various sources to provide a complete picture.
Avoided $3 million incremental spend on new batteries
Data collected enable us to identify issues while vendor was working on fix.
Enabled change in nurse behavior with real-time clinician dashboards