Data Design - the x factor for a successful data migration v1.3Richard Neale
My presentation to SAP's UK #SAPForum in Birmingham on July 03 2013.
Synopsis:
Because data is what drives key business processes, to fully realise return on your SAP investment it's critical that the data you have is of high quality and validated to fully support your business processes. Although most data migrations focus almost exclusively on the technical build the 'X factor' for success lies in good Data Design. This session will explain how to select the optimal migration approach for your requirements, what Data Design actually involves and how collaborating with the business in Data Design will dramatically reduce project risks, timescales and costs.
Data Design - the x factor for a successful data migration v1.3Richard Neale
My presentation to SAP's UK #SAPForum in Birmingham on July 03 2013.
Synopsis:
Because data is what drives key business processes, to fully realise return on your SAP investment it's critical that the data you have is of high quality and validated to fully support your business processes. Although most data migrations focus almost exclusively on the technical build the 'X factor' for success lies in good Data Design. This session will explain how to select the optimal migration approach for your requirements, what Data Design actually involves and how collaborating with the business in Data Design will dramatically reduce project risks, timescales and costs.
It seems that everyone is talking about Big Data these days. As the Industrial Internet evolves and continues to feed the Big Data machine, companies are finding it more and more critical to develop strategies for turning data into information and information in intelligence. There’s certainly not a shortage of technologies in the marketplace to start playing with the petabytes of data coming from within and outside of the enterprise.
This is the powerpoint presentation used by our guest speaker Barbara (Barb) Kruetzkamp, IT Leader in Data Management at GE Aviation, to discuss approaches and frameworks to enhance business intelligence capabilities by linking industrial and enterprise (internal) data. We also compared traditional vs. transformational IT execution models, and how to put data first.
Barb was born and raised in Cincinnati, Ohio. She attended Thomas More College in Kentucky, graduating with a B.A. in Computer Science and Business Administration. She built technical depth leading infrastructure architecture, then as a Chief Enterprise Architect at GE Corporate. Barb returned to GE Aviation in 2014 to lead the master data management initiative. Barb enjoys volunteering with the developmentally disabled, STEM and high school band students. She also likes to cook, jazzercise, and travel abroad. Her 3 kids keep life active and fun.
How to Get to ‘One Source of Truth’ on Large, Multi-Year ProgramsJeffrey Lydon
See how Exponent, an engineering and scientific consulting group, uses Construction Viz to make it easy for client teams to efficiently communicate and keep project data up-to-date when managing complex construction projects.
The presentation shows how Construction Viz, our flexible construction project management solution powered by SharePoint, is enabling one major utility to manage a large-scale, multi-year transmission tower program spanning thousands of locations and hundreds of thousands of activities.
Construction Viz provides a centralized and complete source of project information with features such as offline mobile inspection forms, tower activity tracking, interactive dashboards, and more.
About the presentation:
Andy Much, lead developer for Lydon Solutions co-presented “How to Get to ‘One Source of Truth’ on Large, Multi-Year Programs” with Winnie Hung of Exponent, at the AACE 2018 Western Winter Workshop.
CreditDimensions - Data Management Specialist {e-book}CreditDimensions
CreditDimensions (CDi) is a U.S based, reference data management practice owned by Xoriant Corporation. Our products and services have been developed to address the different facets of Data Management Extraction, Standardization, Aggregation, Enrichment, and Maintenance (Quality and Availability).
Just Say No to Spreadsheets: A Practical Approach to Automating Capacity Mana...Precisely
Many companies, even medium-sized and larger firms, still rely on a spreadsheet-based foundation for managing capacity, even if they’ve added other application- and platform-specific tools to the mix. Meanwhile, staffing and processes have, naturally, conformed to fit that collection of tools.
While everything might be working well enough for now, it’s only a matter of time before the looming risk of a serious failure becomes a reality. Capacity management functions that rely on spreadsheets are inherently risky, prone to failure and might not comply with today’s regulations. Even if they try to be structured like a database, or have been dressed up like an app using VBS, spreadsheets are flat files and have limitations.
Yet the prospect of throwing out years’ worth of processes and investing in an automated capacity management solution can seem overwhelming. Join this webinar to learn a practical approach to transitioning away from manual processes and spreadsheets while adopting automation that is right fit for your organization’s needs.
View this webinar with CMG on-demand, where we cover:
• Risks and limitations of a spreadsheet-based approach to capacity management
• Capacity Management Automation: Options and Advantages
• Best practices and real-world examples
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...BigDataEverywhere
Hadoop use cases have historically trended towards cost reduction through data warehouse offload. More recently, an uptick around customer-centric use cases have proven the ability for Hadoop to drive top-line revenue. In this session, Platfora solution architect Rob Rosen will discuss how the ability to coreelate multi-structured data in Hadoop leads to greater customer adoption, expanded cross-selling and reduced customer churn for enterprises deploying Hadoop-centric data lakes.
It seems that everyone is talking about Big Data these days. As the Industrial Internet evolves and continues to feed the Big Data machine, companies are finding it more and more critical to develop strategies for turning data into information and information in intelligence. There’s certainly not a shortage of technologies in the marketplace to start playing with the petabytes of data coming from within and outside of the enterprise.
This is the powerpoint presentation used by our guest speaker Barbara (Barb) Kruetzkamp, IT Leader in Data Management at GE Aviation, to discuss approaches and frameworks to enhance business intelligence capabilities by linking industrial and enterprise (internal) data. We also compared traditional vs. transformational IT execution models, and how to put data first.
Barb was born and raised in Cincinnati, Ohio. She attended Thomas More College in Kentucky, graduating with a B.A. in Computer Science and Business Administration. She built technical depth leading infrastructure architecture, then as a Chief Enterprise Architect at GE Corporate. Barb returned to GE Aviation in 2014 to lead the master data management initiative. Barb enjoys volunteering with the developmentally disabled, STEM and high school band students. She also likes to cook, jazzercise, and travel abroad. Her 3 kids keep life active and fun.
How to Get to ‘One Source of Truth’ on Large, Multi-Year ProgramsJeffrey Lydon
See how Exponent, an engineering and scientific consulting group, uses Construction Viz to make it easy for client teams to efficiently communicate and keep project data up-to-date when managing complex construction projects.
The presentation shows how Construction Viz, our flexible construction project management solution powered by SharePoint, is enabling one major utility to manage a large-scale, multi-year transmission tower program spanning thousands of locations and hundreds of thousands of activities.
Construction Viz provides a centralized and complete source of project information with features such as offline mobile inspection forms, tower activity tracking, interactive dashboards, and more.
About the presentation:
Andy Much, lead developer for Lydon Solutions co-presented “How to Get to ‘One Source of Truth’ on Large, Multi-Year Programs” with Winnie Hung of Exponent, at the AACE 2018 Western Winter Workshop.
CreditDimensions - Data Management Specialist {e-book}CreditDimensions
CreditDimensions (CDi) is a U.S based, reference data management practice owned by Xoriant Corporation. Our products and services have been developed to address the different facets of Data Management Extraction, Standardization, Aggregation, Enrichment, and Maintenance (Quality and Availability).
Just Say No to Spreadsheets: A Practical Approach to Automating Capacity Mana...Precisely
Many companies, even medium-sized and larger firms, still rely on a spreadsheet-based foundation for managing capacity, even if they’ve added other application- and platform-specific tools to the mix. Meanwhile, staffing and processes have, naturally, conformed to fit that collection of tools.
While everything might be working well enough for now, it’s only a matter of time before the looming risk of a serious failure becomes a reality. Capacity management functions that rely on spreadsheets are inherently risky, prone to failure and might not comply with today’s regulations. Even if they try to be structured like a database, or have been dressed up like an app using VBS, spreadsheets are flat files and have limitations.
Yet the prospect of throwing out years’ worth of processes and investing in an automated capacity management solution can seem overwhelming. Join this webinar to learn a practical approach to transitioning away from manual processes and spreadsheets while adopting automation that is right fit for your organization’s needs.
View this webinar with CMG on-demand, where we cover:
• Risks and limitations of a spreadsheet-based approach to capacity management
• Capacity Management Automation: Options and Advantages
• Best practices and real-world examples
Big Data Everywhere Chicago: Platfora - Practices for Customer Analytics on H...BigDataEverywhere
Hadoop use cases have historically trended towards cost reduction through data warehouse offload. More recently, an uptick around customer-centric use cases have proven the ability for Hadoop to drive top-line revenue. In this session, Platfora solution architect Rob Rosen will discuss how the ability to coreelate multi-structured data in Hadoop leads to greater customer adoption, expanded cross-selling and reduced customer churn for enterprises deploying Hadoop-centric data lakes.
Leverage Sage Business Intelligence for Your OrganizationRKLeSolutions
Learn how Sage Business Intelligence provides the insight you need to make better decisions faster! This informative presentation explores Sage Intelligence and Sage Enterprise Intelligence solutions for Sage 100, Sage 500 and Sage X3.
Splunk MINT for Mobile Intelligence and Splunk App for Stream for Enhanced Op...Splunk
Learn what is new in Splunk App for Stream and how it can help you utilize wire/network data analytics to proactively resolve applications and IT operational issues and to efficiently analyze security threats in real-time, across your cloud and on-premises infrastructures. Additionally, you will learn about Splunk MINT, which allows you to gain operational intelligence on the availability, performance, and usage of your mobile apps. You’ll learn how to instrument your mobile apps for operational insight, and how you can build the dashboards, alerts, and searches you need to gain real-time insight on your mobile apps.
Water Service Providers (WSPs) in Kenya face insurmountable challenges due to rising cost of production of clean water. Water treatment chemicals, rising cost of electricity (used to pump water), high UFW (Unaccounted For Water) among other challenges make the water companies operate in a tight cash flow environment.
WSPS have to adopt technologies and strategies that will increase efficiency and reduce the cost of production. Meter reading is an area that the WSPS can use low cost android phones for real time meter reading that will allow the units consumed to be sent real time to the server via GPRS connectivity. They can also use POS that can compute and print instant water bills ad customers can pay for their bills real time using MPESA thus increase the company's cash flow as opposed to waiting till the amount of days taken to produce bills.
The solution can integrate to GPS data in the company for better management reporting tool.
If your business is heavily dependent on the Internet, you may be facing an unprecedented level of network traffic analytics data. How to make the most of that data is the challenge. This presentation from Kentik VP Product and former EMA analyst Jim Frey explores the evolving need, the architecture and key use cases for BGP and NetFlow analysis based on scale-out cloud computing and Big Data technologies.
What’s New: Splunk App for Stream and Splunk MINTSplunk
Join us to learn what is new in Splunk App for Stream and how it can help you utilize wire/network data analytics to proactively resolve applications and IT operational issues and to efficiently analyze security threats in real-time, across your cloud and on-premises infrastructures. Additionally, you will learn about Splunk MINT, which allows you to gain operational intelligence on the availability, performance, and usage of your mobile apps. You’ll learn how to instrument your mobile apps for operational insight, and how you can build the dashboards, alerts, and searches you need to gain real-time insight on your mobile apps.
Transpara Visual KPI Overview - March 2017Transpara
Visual KPI from Transpara is software the provides a single real-time view of operations across all of your data sources and on any device. https://www.transpara.com
.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
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...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.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
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.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
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.
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
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:
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/
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
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.
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.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024
Gov Day Austin Customer Presentation - Northrop Grumman Information Systems
1. April 9, 2015
Northrop Grumman Information
Systems (NGIS)
End-to-End Monitoring
Unified Performance
Dashboard
Approved for Public Release #15-0413; Unlimited Distribution
UPD E2E Team
Calvin Smith
Jason Liu
Rich Galloway
Michael Rodriguez
2. About Northrop Grumman
2
• Global provider of advanced solutions that deliver timely,
enabling information to where it is needed most for our
military, intelligence, civilian, state and local, and
commercial customers.
• NGIS Vision/Mission: Our mission is to be at the forefront
of technology and innovation, delivering superior capability
and performance in tandem with maximized cost
efficiencies.
• 17,000+ employees, 50 states, 18 countries
• Headquarters in McLean, VA
Approved for Public Release #15-0413; Unlimited Distribution
3. About Us
The End-to-End Monitoring team supports federal,
state and local government programs, specializing in
cyber and performance monitoring.
Cal - 28+ years in networking & cyber, 10 years in
continuous & end-to-end monitoring architectures. In his
spare time he is an avid music collector, IT cloud tech
enthusiast and road warrior.
Rich – 27 years in fault-tolerant, high-volume computing; 3
years in continuous and end-to-end monitoring. 20-year
Habitat for Humanity volunteer.
Michael – 8 years in .com engineering and advanced
analytics; 4 years in continuous and end-to-end
monitoring. Supporter of Central Texas Dachshund
Rescue and member of Extra Life. An organization that
raises money through gaming for Dell Children’s Medical
Center of Texas.
3
4. Top 3 Agency IT Initiatives
4
• Enterprise Application Reliability and Availability
• Visibility into Enterprise Application Performance issues from the End-
User Perspective
• Dynamic End-to-End Monitoring and Reporting
Approved for Public Release #15-0413; Unlimited Distribution
5. Agency IT Challenges
5
Complex IT Environment
– State-wide presence
– 11 Regions
– 1,000+ field sites
– Thousands of users
– Thousands of infrastructure devices and servers
Data Difficulties
– Many disparate data sources, highly complex network environment
– Siloed information
– Hard to aggregate, correlate and analyze information in real time
Availability Issues
– Impacts end-user productivity within agency
– Disrupts delivery of public-facing citizen services
Approved for Public Release #15-0413; Unlimited Distribution
6. Solution CONOPS
Dynamic Dashboards inside a Correlated Fused Data Environment
6
• Splunk-based dashboard application written in Python using DB-Connect
(SQL calls), Splunk forwarders, and custom APIs for data ingest
• Currently integrating 15+ vendor tools using Splunk as a correlated event-
driven, fused data environment providing contextual visual analytics,
dynamic baseline and trending with prediction-based knowledge-base
• Agency Data sources:
Syslog and event data from enterprise vendor toolsets used for monitoring of
endpoints, network routers and switches, application servers and data center
infrastructure
Web or enterprise application transaction data
Agency legacy systems supporting systems and infrastructure management,
change management, trouble ticket, change management: CA, BMC, Oracle,
EMC, Hitachi, Microsoft, HP, Precise, et.al.
• Dashboards unique to Key Stakeholders
Executive – Business insight on citizen service delivery, customer activity
Operations – Real-time KPI tracking, dynamic baseline, trending & prediction
Technical – Device detail of endpoints, network, application & data center
Approved for Public Release #15-0413; Unlimited Distribution
7. UPD Application CONOPS
• Acceptable Performance Range (APR) – The APR is dynamically determined based
on advanced analytics and machine-learning algorithms. It is continuously generated
based on historical and real-time data. There are no static, defined thresholds.
• Advanced Analytics – A moving average is used to calculate and analyze data points
through a series of minute-to-minute averages within a given timeframe. This process is
used to create UPD metric baselines and detect hidden performance patterns.
• Dynamic Color Coding and Letter Grades – A color scheme using green, yellow and
red applied to dashboard metrics and maps based on dynamic changes in the APR.
Similarly, letter grades ‘A-B-C-D-F’ are used for easier understanding of complex data.
• Predictive Analytics (Machine-Learning) – The dashboard dynamically extracts and
learns from application performance information (i.e., historical and real-time) in order to
determine patterns and predict future events.
• Quality of Experience – A derived metric capturing end-to-end performance across an
enterprise network. KPIs are calculated, combined and weighted to measure potential
risk factors contributing to application slowness from the end-user perspective.
7
9. Executive Performance Dashboard
Business Insight & Intelligence driving service delivery
9
“Provides key
insight and
intelligence by
transforming
raw data into
visually
meaningful &
useful
information to
better manage
the business”
Approved for Public Release #15-0413; Unlimited Distribution
10. Operations Performance Dashboard
Baseline & Trending, Correlated Alerts, Prediction, Capacity Planning
10
“Provides easy
access to key
information at
scale for
correlated
alerts, dynamic
baseline &
trending
analysis,
prediction
analysis and
capacity
planning”
Approved for Public Release #15-0413; Unlimited Distribution
11. 11
Technical Performance Dashboard
Detailed device and traffic situational awareness
“Ability to
investigate,
correlate and
mitigate issues
in real-time;
comprehensive
situational
awareness at
the device level
for proactive
response”
Approved for Public Release #15-0413; Unlimited Distribution
12. End-to-End Monitoring Capabilities
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• Visibility into end user issues with the application
• Dashboards allow reporting to various agency
stakeholders – can determine what’s going on in
their network at a glance
• Reliability and uptime of the applications –
increased availability
• State operation centers – teams become more
efficient and proactive
“Our solution
helps Data Center
Operations staff
to proactively
monitor the
security,
availability and
performance of
critical
applications that
provide critical
e-gov services.”
Approved for Public Release #15-0413; Unlimited Distribution
13. Solution Benefits
Bring Immediate Value to Customer
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• Leverages existing IT Investments
• Data consistency & Relevance
– All stakeholders view the same enterprise source data
– Dashboards present data that is tailored and targeted for different stakeholders
• Baseline and Trending Analysis
– Baseline, then trend up or down based on configurable time intervals
– Predictions based on historical information mapped to current events
• Troubleshooting Efficiency
– Timely triage – determine root cause and engage right people faster
– Decrease MTTR from hours to minutes
– Proactive vs. Reactive ability to avoid outages and lessen impact
• Interactive Visual Analytics
– Situational awareness for cross-team collaboration and increased understanding
– Allows stakeholders to visually interact with data to better collaborate and share
– Reporting based on role-based access
– Hidden pattern detection to discover unknown anomalies and speed remediation
Approved for Public Release #15-0413; Unlimited Distribution
14. Next Steps
• Continuous Improvement – Data Interfaces and data feeds, Splunk
saved searches requires continual maintenance and upkeep
• Continue to expand current end-to-monitoring capabilities into other
enterprise organizational components to provide complete “end-to-end
visibility” to support efficient delivery of key enterprise services
• Expand in other areas:
– Enhanced Network Monitoring
– Security Operations Monitoring
– Enterprise Application Performance Monitoring
– Extend current monitoring to other key Enterprise Network Environments
• Add additional data sources to provide greater Big Data Fidelity & Visual
Analytics thereby reducing complexity and improving collaboration
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Approved for Public Release #15-0413; Unlimited Distribution
15. Points of Contact
Karen Wilson
Program Manager
Office: 512-374-4199
Email: Karen.Wilson@ngc.com
Calvin Smith
Cyber Technologist, Solutions Architect & Project Lead
Office: 512-374-4136
Email: ch.smith@ngc.com
Dawn Doyle
Senior Consultant, Strategic Partnerships, Inc.
Office: 512-531-3943
Email: ddoyle@spartnerships.com
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