The document provides an overview of Splunk for IT operations (ITOps). It begins with an agenda for the presentation and discusses the increasing complexity facing IT operations. Splunk is introduced as an industry-leading platform for machine data that can ingest data from any source. The presentation describes how Splunk turns machine data into operational intelligence through search, investigation, proactive monitoring, and visibility. It highlights Splunk apps and add-ons that accelerate insights and the Splunk IT Service Intelligence product. The presentation concludes with a customer success story and information about the annual Splunk .conf user conference.
This document discusses using Splunk to analyze logs from Akamai Cloud Monitor in real-time. Akamai Cloud Monitor delivers logs within 60 seconds, enabling real-time operational monitoring and analytics. The document outlines how logs are configured and delivered in JSON format to a Splunk receiver. It also describes building a Splunk application to gain insights into availability, performance, security and release monitoring using the enriched Akamai log data.
The document discusses how event-driven architectures are becoming more important for modern enterprises. It notes that by 2022, event-driven solutions will be required for 70% of new digital business solutions according to Gartner. The document then discusses how an "event mesh" architectural layer using distributed event brokers can help route events across environments in a flexible, reliable and governed manner. Finally, it provides examples of how Solace event broker technology is used by organizations like American Express, SAP and Singapore's Land Transport Authority to power their event-driven systems and IoT initiatives.
Why Integrating IBM Z into ServiceNow and Splunk Is So ImportantPrecisely
Organizations are investing in Splunk and ServiceNow for real-time enterprise-wide visibility for faster identification, mitigation and resolution of issues that can impact the business. However, without the mainframe, these solutions have a glaring blind spot.
Applications span multiple platforms and networks, requiring an enterprise-wide view of security, critical incidents and outages that can bring business to a halt. The costs incurred to troubleshoot and remediate performance issues and outages can quickly become a major expense.
Learn how leading IT organizations support critical security and operational enterprise initiatives by integrating important mainframe information with these platforms, without disrupting the mainframe, or the teams that support it.
Watch this on-demand webinar to discover:
· The benefits for including mainframe data in Splunk and ServiceNow
· What you can learn with a complete view of your entire IT environment
· Best practices for integrating mainframe data
Come and learn from our experts on ways to improve you IT Operational Visibility by using Splunk for monitoring environment health. In this hands-on session we will cover recommended approaches for end to end monitoring, across applications, OSes, and devices. Topics will include: critical services to monitor, use of the Splunk Common Information Model (CIM) for cross-dataset normalization, commonly deployed apps and TAs to gather data for IT infrastructure uses, and use of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
This document provides an overview and demonstration of Splunk Enterprise. The agenda includes an overview of Splunk, a live demonstration of installing and using Splunk to search, analyze and visualize machine data, a discussion of Splunk deployment architectures, and information on Splunk communities and support resources. The demonstration walks through importing sample data, performing searches, creating a field extraction, building a dashboard, and exploring Splunk's alerting, analytics and pivot interface capabilities.
Elevate your Splunk Deployment by Better Understanding your Value Breakfast S...Splunk
This document discusses how to better understand the value of a Splunk deployment through assessing data sources. It presents a data source assessment tool to map data sources to use cases and organizational groups to identify opportunities. The tool shows which data sources are indexed and overlap between groups. It aims to maximize benefits from machine data by supporting business objectives and enabling broader impact.
Here are some key considerations for architecting a Splunk application:
- Define a data model and taxonomy - Map data sources to common schemas and entities. This allows for unified search, reporting and alerts.
- Partition data appropriately - Separate apps by function, team, data type or other logical boundaries. Consider security, scalability and maintenance.
- Choose input methods based on data volume and type - Streaming for high volume, modular/scripted for custom parsing. Consider HTTP Event Collector, TCP or file monitors.
- Design for scalability - Distribute data and workloads across multiple Splunk instances. Consider sharding, clustering, load balancing.
- Implement modular and reusable components - Custom searches, lookups
Building Cloud-Native App Series - Part 1 of 11
Microservices Architecture Series
Design Thinking, Lean Startup, Agile (Kanban, Scrum),
User Stories, Domain-Driven Design
This document discusses using Splunk to analyze logs from Akamai Cloud Monitor in real-time. Akamai Cloud Monitor delivers logs within 60 seconds, enabling real-time operational monitoring and analytics. The document outlines how logs are configured and delivered in JSON format to a Splunk receiver. It also describes building a Splunk application to gain insights into availability, performance, security and release monitoring using the enriched Akamai log data.
The document discusses how event-driven architectures are becoming more important for modern enterprises. It notes that by 2022, event-driven solutions will be required for 70% of new digital business solutions according to Gartner. The document then discusses how an "event mesh" architectural layer using distributed event brokers can help route events across environments in a flexible, reliable and governed manner. Finally, it provides examples of how Solace event broker technology is used by organizations like American Express, SAP and Singapore's Land Transport Authority to power their event-driven systems and IoT initiatives.
Why Integrating IBM Z into ServiceNow and Splunk Is So ImportantPrecisely
Organizations are investing in Splunk and ServiceNow for real-time enterprise-wide visibility for faster identification, mitigation and resolution of issues that can impact the business. However, without the mainframe, these solutions have a glaring blind spot.
Applications span multiple platforms and networks, requiring an enterprise-wide view of security, critical incidents and outages that can bring business to a halt. The costs incurred to troubleshoot and remediate performance issues and outages can quickly become a major expense.
Learn how leading IT organizations support critical security and operational enterprise initiatives by integrating important mainframe information with these platforms, without disrupting the mainframe, or the teams that support it.
Watch this on-demand webinar to discover:
· The benefits for including mainframe data in Splunk and ServiceNow
· What you can learn with a complete view of your entire IT environment
· Best practices for integrating mainframe data
Come and learn from our experts on ways to improve you IT Operational Visibility by using Splunk for monitoring environment health. In this hands-on session we will cover recommended approaches for end to end monitoring, across applications, OSes, and devices. Topics will include: critical services to monitor, use of the Splunk Common Information Model (CIM) for cross-dataset normalization, commonly deployed apps and TAs to gather data for IT infrastructure uses, and use of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
This document provides an overview and demonstration of Splunk Enterprise. The agenda includes an overview of Splunk, a live demonstration of installing and using Splunk to search, analyze and visualize machine data, a discussion of Splunk deployment architectures, and information on Splunk communities and support resources. The demonstration walks through importing sample data, performing searches, creating a field extraction, building a dashboard, and exploring Splunk's alerting, analytics and pivot interface capabilities.
Elevate your Splunk Deployment by Better Understanding your Value Breakfast S...Splunk
This document discusses how to better understand the value of a Splunk deployment through assessing data sources. It presents a data source assessment tool to map data sources to use cases and organizational groups to identify opportunities. The tool shows which data sources are indexed and overlap between groups. It aims to maximize benefits from machine data by supporting business objectives and enabling broader impact.
Here are some key considerations for architecting a Splunk application:
- Define a data model and taxonomy - Map data sources to common schemas and entities. This allows for unified search, reporting and alerts.
- Partition data appropriately - Separate apps by function, team, data type or other logical boundaries. Consider security, scalability and maintenance.
- Choose input methods based on data volume and type - Streaming for high volume, modular/scripted for custom parsing. Consider HTTP Event Collector, TCP or file monitors.
- Design for scalability - Distribute data and workloads across multiple Splunk instances. Consider sharding, clustering, load balancing.
- Implement modular and reusable components - Custom searches, lookups
Building Cloud-Native App Series - Part 1 of 11
Microservices Architecture Series
Design Thinking, Lean Startup, Agile (Kanban, Scrum),
User Stories, Domain-Driven Design
Building Cloud-Native App Series - Part 2 of 11
Microservices Architecture Series
Event Sourcing & CQRS,
Kafka, Rabbit MQ
Case Studies (E-Commerce App, Movie Streaming, Ticket Booking, Restaurant, Hospital Management)
Application Architecture Summit - Monitoring the Dynamic Cloud New Relic
How do you apply modern application to your digital business? Hear from New Relic's Sr Director, Strategic Architecture, Lee Atchison, at the Application Architecture Summit. Learn more here: https://newrelic.com/partner/aws
Xerox uses Splunk to monitor its electronic payment processing systems. Some key benefits of Splunk include huge time savings over its previous Tivoli platform, increased efficiencies across the business from automated features, and improved visibility into transaction processing through Splunk dashboards. Splunk helps with IT operations monitoring, compliance activities, fraud management, and SSL certificate management. Xerox is able to track $90 billion in payments annually and monitor fraud in real-time using Splunk.
Facilitating continuous delivery in a FinTech world with Salt, Jenkins, Nexus...Chocolatey Software
Michel Buczynski, DevOps Coach at TD Securities: Most of the developments in FinTech are hybrid, they rely of both legacy and modern or more agile technologies. We will show how Chocolatey Business Edition can become the centerpiece of a CD pipeline. We will explain in detail how to integrate Chocolatey with Jenkins, Nexus, SaltStack to deploy micro-services both on legacy and cloud platform. We will show how the Chocolatey Agent (Self-Service Installer) with the help of Nexus repos, permit a secure continuous deployment of custom desktop applications on users' workstations and make the use of Citrix XenApp servers almost obsolete. Show how the Package Builder, Synchronizer, Downloader and Internalize simplify the day to day operation of developers.
This document provides a summary of the Distributed Management Console (DMC) 6.2 from Splunk. It discusses the continuous investment in management and monitoring capabilities. It provides a history of Splunk's monitoring tools and describes the DMC architecture. It demonstrates the DMC's search head clustering, indexer clustering, indexes and volumes, and forwarder monitoring views which provide insights into deployments. It also shows the topology view that visually represents distributed Splunk installations.
How Uber Reduced AWS Costs 15% in 30 DaysDevOps.com
The business climate is brutal. You need to reduce cloud infrastructure costs right now, but without cratering cloud performance or DevOps momentum. In this session, Uber and nOps share the strategies and automation used to reduce AWS costs by 15% in 30 days. Plus, they’ll cover the essential 20% of cost-optimization strategies that can yield 80% of your low-hanging savings. How?
Start with the top five cloud services driving cost. Amazon EC2, Amazon S3, and Amazon RDS are probably on your list.
Eliminate waste, like zombie instances. Are you running automation that’s not deleting instances?
Are you over engineering and not provisioning optimally – changing instance types is easy.
Data storage strategies can deliver savings, like moving unused Amazon EFS volumes and S3 to Glacier.
Depending on your workloads, Amazon EC2 Reserved Instances, Amazon EC2 Spot instances, and AWS Savings Plans can deliver savings with good planning.
These roles will benefit most from this session: software engineering or DevOps lead/manager; chief architect; solutions architect; cloud infrastructure or ops lead/manager.
Attend to learn from our experts about ways to improve you IT Operational Intelligence by using Splunk for troubleshooting, monitoring and service-level visibility. In this hands-on session we will cover recommended approaches for end-to-end troubleshooting and monitoring across applications, OSes, and devices to resolve problems faster, reduce downtime and improve user satisfaction and customer retention. Topics will include: monitoring critical services, using commonly deployed apps and TAs to gather data for IT infrastructure uses, and using of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
This document summarizes Marc Chipouras' presentation on how CA Technologies uses Splunk to gain insights from log data generated by their Agile Central SaaS application. Originally, CA Technologies captured Apache logs and moved the large volumes of log data to a data warehouse, which created ETL challenges. They introduced the Kafka messaging system to decouple log production from consumption. Splunk then became a log consumer from Kafka, addressing data access, insight dashboarding, and customer problem identification needs without requiring complex ETL processes. With Splunk, CA Technologies' teams can now make faster, data-driven decisions to better serve customers from log data.
"API Design: From User Need to Finished Spec" by Andrew Jordan, ex-Product @T...TheFamily
Heard of Twilio? It's the $2.4B cloud communications company behind 2016's hottest IPO.
You use it everyday without knowing it. The text message saying your Uber arrived? Twilio sent it. When you lose your Netflix password? They have you covered.
Considered as one of the most innovative & developer-friendly company out there today, if there's something they got right it's the product!
We were glad to have Andrew Jordan, ex-Product Manager and early employee at Twilio share his experience on stage! In this talk, Jordan explains API design and principles, covering how to identify a good opportunity for an API, how to write a well defined API spec and how to gather user feedback and iterate on APIs.
Before quitting his job to travel, spent the last five years designing, building, and selling APIs at Twilio. The last product he shipped was a speech recognition API for the company's voice product. Once he's done traveling, he plans to look into new ideas around speech processing and insurance.
Dutch Oracle Architects Platform - Reviewing Oracle OpenWorld 2017 and New Tr...Lucas Jellema
Not since the rise of Service Oriented Architecture (and the supporting Fusion Middleware technology) over a decade ago have we seen so much rapid change in terms of application and infrastructure architecture. Cloud, Microservices and DevOps are perhaps the most explicit examples – but many other developments in technology, architecture and even the industry at large have an impact on how enterprises consider and employ IT – such as machine learning, IoT, blockchain.
In this session for (infrastructure, solution, application, enterprise, security, data) architects – we will present the main stories, roadmaps and technologies from Oracle OpenWorld 2017 (and JavaOne) that influence, shape and enable architecture. We will brainstorm together on the consequences of the new directions outlined by Oracle – and coming our way from other quarters. We are seeing a a lot of change. New opportunities arise – that may become challenges or threats if we fail to recognize and embrace the change in time. This session will help us all to get a better handle on the winds in enterprise IT in general and in Oracle land in particular.
Among the topics we will present and discuss are:
- The Only Way is Up – the inevitable and imminent move from on premises to the cloud, and upwards in the stack – from IaaS to SaaS
- Security and Ops in a hybrid landscape (multiple clouds & on premises, multiple technologies & interaction channels)
- Autonomous Database – what, when, how
- Oracle’s cloud strategy, High PaaS and Low PaaS, Open [source] technology (star of the show: Apache Kafka) and the commodization of the traditional Oracle platform
- Container and Cloud Native at Oracle Cloud (Docker, Kubernetes Container Platform, Wercker, Istio Service Mesh, CNCF)
- Serverless
- Java Reborn – for microservices and cloud, modularized (highlights from the JavaOne conference)
- Disruptive: Blockchain, IoT, Machine Learning
The document summarizes Splunk Enterprise 6.3, highlighting key new features and capabilities. It discusses breakthrough performance and scale improvements including doubled search and indexing speed and 20-50% increased capacity. It also covers advanced analysis and visualization features like anomaly detection, geospatial mapping, and single-value display. New capabilities for high-volume event collection and an enterprise-scale platform with expanded management, custom alert actions, and data integrity control are also summarized.
Michael Ronnfeldt of NXP discusses implementing an Analytics and Automation Platform using Splunk to address NXP's challenges. Some key points:
- NXP is a large semiconductor company with many products and divisions facing growing IT needs
- The current situation involves manual, slow monitoring and resolution of issues
- The Analytics and Automation Platform (SNA2P) uses Splunk for automated monitoring, incident detection and remediation, discovery, and centralized reporting to provide faster, better service
- Benefits include incidents being resolved before users notice and automation enforcing security and compliance through change control
- Future roadmap includes expanding the CMDB, deployment automation, test automation, and continuous integration
Taking Splunk to the Next Level - Management Breakout SessionSplunk
Taking Splunk to the Next Level for Management outlines how Splunk can help organizations quantify the business value of machine data. It provides benchmarks from 400+ customer engagements that show potential efficiencies in IT operations, application delivery, and security and compliance. These include reduced incident resolution times, increased developer productivity, and faster security incident response. The document also offers best practices for aligning a Splunk deployment with key objectives, qualifying issues it can address, quantifying anticipated benefits, and measuring success based on key metrics and customer stories.
Event Driven Streaming Analytics - Demostration on Architecture of IoTLei Xu
1. Devices generate taxi trip data including coordinates and payment info. This data flows through an IoT gateway and platform for real-time and offline analytics applications and services.
2. Traditional request-driven architectures have drawbacks like high latency and lack of scalability, while event-driven architectures address these with low latency, scalability, and high availability.
3. The proposed event-driven architecture uses streaming analytics, publishes and subscribes to enriched events, and provides both online and offline analytics through data pipelines and microservices.
Customer Driven DevOps at Work: Operating the Digital Turnstile [FutureStack1...New Relic
MLB Advanced Media (MLBAM) provides digital media distribution for MLB. They have evolved from early streaming in 2002 with few devices and low quality to now being a top streaming service. MLBAM has also evolved their "digital turnstile" approach to access by expanding platforms and partners. They have moved to a DevOps model from siloed development, deployment, and operations teams. This involved adopting AWS for infrastructure and New Relic for monitoring to improve collaboration, transparency, and issue response across teams. New Relic helps MLBAM understand performance of their distributed systems and partners to quickly address issues that could impact the fan experience.
Why Your Digital Transformation Strategy Demands Middleware ModernizationVMware Tanzu
Your current middleware platform is costing you more than you think. It wasn't designed to support high-velocity software releases and frequent iteration of applications—prerequisites for success in today’s world. A new, modern approach to middleware is needed that enables both developer productivity and operational efficiency.
Join Pivotal’s Rohit Kelapure and Perficient’s Joel Thimsen as they discuss:
- The limitations of traditional middleware
- The benefits of middleware modernization
- Your options for modernization, including a cloud-native platform
- Tips for overcoming some common challenges
Presenters: Rohit Kelapure, Pivotal, Joel Thimsen, Perficient & Jeff Kelly, Pivotal (Host)
Building a Real-Time Forecasting Engine with Scala and Akka Lightbend
In this presentation, Steven Laan, Product Owner and Advanced Real-Time Analytics Dev Engineer, ING Group talks about the Why, What, and How of real time transaction forecasting. Topics include: visual end product, architecture landscape, actor system solution and a bit of ING Way of Working.
- Osama Ahmed is a senior software developer with 5 years of experience, currently working at WNS as an outsourcing developer for Dubai Tourism.
- He has experience building large web-based systems using technologies like C#, ASP.NET MVC, SQL Server, and JavaScript.
- Some of his major projects include a classification system, payment system, and ticketing system for Dubai Tourism, and doctor cycle and ordering systems for other companies.
This document provides an agenda for a Splunk technical workshop on getting started with Splunk. The agenda covers installing and starting Splunk, indexing sample data, performing basic searches, creating alerts, building reports and dashboards. It also discusses Splunk deployment and integration topics like distributed search, high availability, licensing, and integrating external user directories.
Building Cloud-Native App Series - Part 2 of 11
Microservices Architecture Series
Event Sourcing & CQRS,
Kafka, Rabbit MQ
Case Studies (E-Commerce App, Movie Streaming, Ticket Booking, Restaurant, Hospital Management)
Application Architecture Summit - Monitoring the Dynamic Cloud New Relic
How do you apply modern application to your digital business? Hear from New Relic's Sr Director, Strategic Architecture, Lee Atchison, at the Application Architecture Summit. Learn more here: https://newrelic.com/partner/aws
Xerox uses Splunk to monitor its electronic payment processing systems. Some key benefits of Splunk include huge time savings over its previous Tivoli platform, increased efficiencies across the business from automated features, and improved visibility into transaction processing through Splunk dashboards. Splunk helps with IT operations monitoring, compliance activities, fraud management, and SSL certificate management. Xerox is able to track $90 billion in payments annually and monitor fraud in real-time using Splunk.
Facilitating continuous delivery in a FinTech world with Salt, Jenkins, Nexus...Chocolatey Software
Michel Buczynski, DevOps Coach at TD Securities: Most of the developments in FinTech are hybrid, they rely of both legacy and modern or more agile technologies. We will show how Chocolatey Business Edition can become the centerpiece of a CD pipeline. We will explain in detail how to integrate Chocolatey with Jenkins, Nexus, SaltStack to deploy micro-services both on legacy and cloud platform. We will show how the Chocolatey Agent (Self-Service Installer) with the help of Nexus repos, permit a secure continuous deployment of custom desktop applications on users' workstations and make the use of Citrix XenApp servers almost obsolete. Show how the Package Builder, Synchronizer, Downloader and Internalize simplify the day to day operation of developers.
This document provides a summary of the Distributed Management Console (DMC) 6.2 from Splunk. It discusses the continuous investment in management and monitoring capabilities. It provides a history of Splunk's monitoring tools and describes the DMC architecture. It demonstrates the DMC's search head clustering, indexer clustering, indexes and volumes, and forwarder monitoring views which provide insights into deployments. It also shows the topology view that visually represents distributed Splunk installations.
How Uber Reduced AWS Costs 15% in 30 DaysDevOps.com
The business climate is brutal. You need to reduce cloud infrastructure costs right now, but without cratering cloud performance or DevOps momentum. In this session, Uber and nOps share the strategies and automation used to reduce AWS costs by 15% in 30 days. Plus, they’ll cover the essential 20% of cost-optimization strategies that can yield 80% of your low-hanging savings. How?
Start with the top five cloud services driving cost. Amazon EC2, Amazon S3, and Amazon RDS are probably on your list.
Eliminate waste, like zombie instances. Are you running automation that’s not deleting instances?
Are you over engineering and not provisioning optimally – changing instance types is easy.
Data storage strategies can deliver savings, like moving unused Amazon EFS volumes and S3 to Glacier.
Depending on your workloads, Amazon EC2 Reserved Instances, Amazon EC2 Spot instances, and AWS Savings Plans can deliver savings with good planning.
These roles will benefit most from this session: software engineering or DevOps lead/manager; chief architect; solutions architect; cloud infrastructure or ops lead/manager.
Attend to learn from our experts about ways to improve you IT Operational Intelligence by using Splunk for troubleshooting, monitoring and service-level visibility. In this hands-on session we will cover recommended approaches for end-to-end troubleshooting and monitoring across applications, OSes, and devices to resolve problems faster, reduce downtime and improve user satisfaction and customer retention. Topics will include: monitoring critical services, using commonly deployed apps and TAs to gather data for IT infrastructure uses, and using of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
This document summarizes Marc Chipouras' presentation on how CA Technologies uses Splunk to gain insights from log data generated by their Agile Central SaaS application. Originally, CA Technologies captured Apache logs and moved the large volumes of log data to a data warehouse, which created ETL challenges. They introduced the Kafka messaging system to decouple log production from consumption. Splunk then became a log consumer from Kafka, addressing data access, insight dashboarding, and customer problem identification needs without requiring complex ETL processes. With Splunk, CA Technologies' teams can now make faster, data-driven decisions to better serve customers from log data.
"API Design: From User Need to Finished Spec" by Andrew Jordan, ex-Product @T...TheFamily
Heard of Twilio? It's the $2.4B cloud communications company behind 2016's hottest IPO.
You use it everyday without knowing it. The text message saying your Uber arrived? Twilio sent it. When you lose your Netflix password? They have you covered.
Considered as one of the most innovative & developer-friendly company out there today, if there's something they got right it's the product!
We were glad to have Andrew Jordan, ex-Product Manager and early employee at Twilio share his experience on stage! In this talk, Jordan explains API design and principles, covering how to identify a good opportunity for an API, how to write a well defined API spec and how to gather user feedback and iterate on APIs.
Before quitting his job to travel, spent the last five years designing, building, and selling APIs at Twilio. The last product he shipped was a speech recognition API for the company's voice product. Once he's done traveling, he plans to look into new ideas around speech processing and insurance.
Dutch Oracle Architects Platform - Reviewing Oracle OpenWorld 2017 and New Tr...Lucas Jellema
Not since the rise of Service Oriented Architecture (and the supporting Fusion Middleware technology) over a decade ago have we seen so much rapid change in terms of application and infrastructure architecture. Cloud, Microservices and DevOps are perhaps the most explicit examples – but many other developments in technology, architecture and even the industry at large have an impact on how enterprises consider and employ IT – such as machine learning, IoT, blockchain.
In this session for (infrastructure, solution, application, enterprise, security, data) architects – we will present the main stories, roadmaps and technologies from Oracle OpenWorld 2017 (and JavaOne) that influence, shape and enable architecture. We will brainstorm together on the consequences of the new directions outlined by Oracle – and coming our way from other quarters. We are seeing a a lot of change. New opportunities arise – that may become challenges or threats if we fail to recognize and embrace the change in time. This session will help us all to get a better handle on the winds in enterprise IT in general and in Oracle land in particular.
Among the topics we will present and discuss are:
- The Only Way is Up – the inevitable and imminent move from on premises to the cloud, and upwards in the stack – from IaaS to SaaS
- Security and Ops in a hybrid landscape (multiple clouds & on premises, multiple technologies & interaction channels)
- Autonomous Database – what, when, how
- Oracle’s cloud strategy, High PaaS and Low PaaS, Open [source] technology (star of the show: Apache Kafka) and the commodization of the traditional Oracle platform
- Container and Cloud Native at Oracle Cloud (Docker, Kubernetes Container Platform, Wercker, Istio Service Mesh, CNCF)
- Serverless
- Java Reborn – for microservices and cloud, modularized (highlights from the JavaOne conference)
- Disruptive: Blockchain, IoT, Machine Learning
The document summarizes Splunk Enterprise 6.3, highlighting key new features and capabilities. It discusses breakthrough performance and scale improvements including doubled search and indexing speed and 20-50% increased capacity. It also covers advanced analysis and visualization features like anomaly detection, geospatial mapping, and single-value display. New capabilities for high-volume event collection and an enterprise-scale platform with expanded management, custom alert actions, and data integrity control are also summarized.
Michael Ronnfeldt of NXP discusses implementing an Analytics and Automation Platform using Splunk to address NXP's challenges. Some key points:
- NXP is a large semiconductor company with many products and divisions facing growing IT needs
- The current situation involves manual, slow monitoring and resolution of issues
- The Analytics and Automation Platform (SNA2P) uses Splunk for automated monitoring, incident detection and remediation, discovery, and centralized reporting to provide faster, better service
- Benefits include incidents being resolved before users notice and automation enforcing security and compliance through change control
- Future roadmap includes expanding the CMDB, deployment automation, test automation, and continuous integration
Taking Splunk to the Next Level - Management Breakout SessionSplunk
Taking Splunk to the Next Level for Management outlines how Splunk can help organizations quantify the business value of machine data. It provides benchmarks from 400+ customer engagements that show potential efficiencies in IT operations, application delivery, and security and compliance. These include reduced incident resolution times, increased developer productivity, and faster security incident response. The document also offers best practices for aligning a Splunk deployment with key objectives, qualifying issues it can address, quantifying anticipated benefits, and measuring success based on key metrics and customer stories.
Event Driven Streaming Analytics - Demostration on Architecture of IoTLei Xu
1. Devices generate taxi trip data including coordinates and payment info. This data flows through an IoT gateway and platform for real-time and offline analytics applications and services.
2. Traditional request-driven architectures have drawbacks like high latency and lack of scalability, while event-driven architectures address these with low latency, scalability, and high availability.
3. The proposed event-driven architecture uses streaming analytics, publishes and subscribes to enriched events, and provides both online and offline analytics through data pipelines and microservices.
Customer Driven DevOps at Work: Operating the Digital Turnstile [FutureStack1...New Relic
MLB Advanced Media (MLBAM) provides digital media distribution for MLB. They have evolved from early streaming in 2002 with few devices and low quality to now being a top streaming service. MLBAM has also evolved their "digital turnstile" approach to access by expanding platforms and partners. They have moved to a DevOps model from siloed development, deployment, and operations teams. This involved adopting AWS for infrastructure and New Relic for monitoring to improve collaboration, transparency, and issue response across teams. New Relic helps MLBAM understand performance of their distributed systems and partners to quickly address issues that could impact the fan experience.
Why Your Digital Transformation Strategy Demands Middleware ModernizationVMware Tanzu
Your current middleware platform is costing you more than you think. It wasn't designed to support high-velocity software releases and frequent iteration of applications—prerequisites for success in today’s world. A new, modern approach to middleware is needed that enables both developer productivity and operational efficiency.
Join Pivotal’s Rohit Kelapure and Perficient’s Joel Thimsen as they discuss:
- The limitations of traditional middleware
- The benefits of middleware modernization
- Your options for modernization, including a cloud-native platform
- Tips for overcoming some common challenges
Presenters: Rohit Kelapure, Pivotal, Joel Thimsen, Perficient & Jeff Kelly, Pivotal (Host)
Building a Real-Time Forecasting Engine with Scala and Akka Lightbend
In this presentation, Steven Laan, Product Owner and Advanced Real-Time Analytics Dev Engineer, ING Group talks about the Why, What, and How of real time transaction forecasting. Topics include: visual end product, architecture landscape, actor system solution and a bit of ING Way of Working.
- Osama Ahmed is a senior software developer with 5 years of experience, currently working at WNS as an outsourcing developer for Dubai Tourism.
- He has experience building large web-based systems using technologies like C#, ASP.NET MVC, SQL Server, and JavaScript.
- Some of his major projects include a classification system, payment system, and ticketing system for Dubai Tourism, and doctor cycle and ordering systems for other companies.
This document provides an agenda for a Splunk technical workshop on getting started with Splunk. The agenda covers installing and starting Splunk, indexing sample data, performing basic searches, creating alerts, building reports and dashboards. It also discusses Splunk deployment and integration topics like distributed search, high availability, licensing, and integrating external user directories.
Taking Splunk to the Next Level - ArchitectureSplunk
This session led by Michael Donnelly will teach you how to take your Splunk deployment to the next level. Learn about Splunk high availability architectures with Splunk Search Head Clustering and Index Replication. Additionally, learn how to manage your deployment with Splunk’s operational and management controls to manage Splunk capacity and end user experience
Splunk Webinar – IT Operations auf den nächsten Level bringenSplunk
Verwertbare Einblicke in Ihre Daten gewinnen und IT Operations auf den nächsten Level bringen
In unserem Webinar zeigen wir Ihnen anhand einer Demo:
- wie Sie Service-Kontext gewinnen, in dem Sie Verhaltens- und Performance-Daten kombinieren.
- wie Sie ein genaues Bild Ihrer Umgebung erhalten, damit Sie Prozesse optimieren können
- wie Sie Kernursachen-Analysen beschleunigen und so Ausfälle auf Kundenseite entgegenwirken können
- wie Sie Incident Investigation priorisieren und die Time-to-Resolution durch Verhaltens- und Event-Analysen verkürzen
- wie Analytics und Machine Learning Service Intelliegence verbessern können
Here’s your chance to get hands-on with Splunk for the first time! Bring your modern Mac, Windows, or Linux laptop and we’ll go through a simple install of Splunk. Then, we’ll load some sample data, and see Splunk in action – we’ll cover searching, pivot, reporting, alerting, and dashboard creation. At the end of this session you’ll have a hands-on understanding of the pieces that make up the Splunk Platform, how it works, and how it fits in the landscape of Big Data. You’ll experience practical examples that differentiate Splunk while demonstrating how to gain quick time to value.
This document provides an overview and getting started guide for Splunk. It discusses what Splunk is for exploring machine data, how to install and start Splunk, add sample data, perform basic searches, create saved searches, alerts and dashboards. It also covers deployment and integration topics like scaling Splunk, distributing searches across data centers, forwarding data to Splunk, and enriching data with lookups. The document recommends resources like the Splunk community for support.
This document provides an overview and agenda for a Splunk lunch and learn session. It discusses what Splunk is, its key capabilities including searching, alerting, and reporting on machine data, and its universal indexing approach. The document also outlines deployment options and includes a demonstration. It explains how Splunk eliminates finger pointing across IT silos by enabling users to search and investigate issues more quickly. It also discusses how Splunk supports proactive monitoring, operational visibility, and real-time business insights.
Building a Security Information and Event Management platform at Travis Per...Splunk
Faced with a complex, heterogeneous IT infrastructure and a ‘Cloud First’ instruction from the board, Nick Bleech, Head of Information Security at building supplies giant Travis Perkins, used Splunk Enterprise Security running on Splunk Cloud to deliver enhanced security for 27,000 employees.
Splunk allowed Travis Perkins to provide real-time security monitoring, faster incident resolution and improved data governance while delivering demonstrable business value to the board.
In this webinar, Nick Bleech discusses:
● The business and security drivers of deploying a cloud-based security incident and event management solution
● The overall benefits of the Splunk solution
● The project’s critical success factors
● How stakeholders and the overall project were managed
● The positive impact on the deployment on the IT operations and IT security teams
● The next steps in the development of a lightweight security operations centre
Softcat Splunk Discovery Day Manchester, March 2017Splunk
This document provides an agenda for a Splunk conference on March 15th 2017 in Manchester. The agenda includes:
- An introduction and welcome from 09:30-09:45
- Two session from 09:45-12:15 on data-driven IT operations and best practices for security investigations
- A lunch break from 12:30-13:30
- The event concludes at 13:30
Splunk Tutorial for Beginners - What is Splunk | EdurekaEdureka!
The document discusses Splunk, a software platform used for searching, analyzing, and visualizing machine-generated data. It provides an example use case of Domino's Pizza using Splunk to gain insights from data from various systems like mobile orders, website orders, and offline orders. This helped Domino's track the impact of various promotions, compare performance metrics, and analyze factors like payment methods. The document also outlines Splunk's components like forwarders, indexers, and search heads and how they allow users to index, store, search and visualize data.
Splunk provides software that allows users to search, monitor, and analyze machine-generated data. It collects data from websites, applications, servers, networks and other devices and stores large amounts of data. The software provides dashboards, reports and alerts to help users gain operational intelligence and insights. It is used by over 4,400 customers across many industries to solve IT and business challenges.
Learn from our experts about ways to improve you IT Operational Intelligence by using Splunk for troubleshooting, monitoring and service-level visibility. In this hands-on session we will cover recommended approaches for end-to-end troubleshooting and monitoring across applications, OSes, and devices to resolve problems faster, reduce downtime and improve user satisfaction and customer retention. Topics will include: monitoring critical services, using commonly deployed apps and TAs to gather data for IT infrastructure uses, and using of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
The document provides an overview of Splunk for IT operations (ITOps). It discusses how Splunk can help organizations address escalating IT complexity and issues plaguing IT operations. It introduces Splunk IT Service Intelligence, which provides data-driven service insights for root-cause isolation and improved service operations. Key concepts explained include what a service is, key performance indicators (KPIs), and service health scores. The document also highlights capabilities like service analyzer, glass tables, deep dives, multi-KPI alerts and notable events. Customer stories are presented on how enterprises use Splunk for increased uptime, reduced mean time to resolution, optimized capacity and more.
Come and learn from our experts on ways to improve you IT Operational Visibility by using Splunk for monitoring environment health. In this hands-on session we will cover recommended approaches for end-to-end monitoring, across applications, OSes, and devices. Topics will include: critical services to monitor, use of the Splunk Common Information Model (CIM) for cross-dataset normalization, commonly deployed apps and TAs to gather data for IT infrastructure uses, and use of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
The document discusses Splunk IT Service Intelligence, a solution from Splunk for monitoring IT services. It provides real-time insights into key performance indicators (KPIs) for defined IT services. The solution allows customers to quickly gain visibility into the health and performance of critical services through dashboards, alerts and reports. Case studies show how Splunk IT Service Intelligence has helped customers reduce incident tickets, gain unified insights across their IT operations and support proactive, service-level monitoring.
The document is an agenda for a Splunk conference session on using Splunk for IT operations. The agenda includes an introduction to Splunk for IT operations, a discussion of Splunk apps to accelerate insights, and a presentation on Splunk IT Service Intelligence. It outlines the growing complexity faced by IT operations and how Splunk provides a platform to index and investigate machine data from any source, in order to improve troubleshooting, monitoring, and gaining operational visibility and insights.
Attend to learn from our experts about ways to improve you IT Operational Intelligence by using Splunk for troubleshooting, monitoring and service-level visibility. In this hands-on session we will cover recommended approaches for end-to-end troubleshooting and monitoring across applications, OSes, and devices to resolve problems faster, reduce downtime and improve user satisfaction and customer retention. Topics will include: monitoring critical services, using commonly deployed apps and TAs to gather data for IT infrastructure uses, and using of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
Splunk IT Service Intelligence for NationwideSplunk
Splunk IT Service Intelligence is a next-generation monitoring and analytics solution that provides new levels of visibility into the health and key performance indicators of IT services.
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. We will design a sample service model and map them to performance indicators to track operational and business objectives. We will also show you how to make Splunk service-ware with Splunk IT Service Intelligence (ITSI).
Splunk Discovery: Warsaw 2018 - Reimagining IT with Service IntelligenceSplunk
Presented at Splunk Discovery Warsaw 2018:
What's Service Intelligence and Why You Should Care
Introduction to Splunk IT Service Intelligence
IT Service Intelligence Key Concepts
Demo
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. We will design a sample service model and map them to performance indicators to track operational and business objectives. We will also show you how to make Splunk service-ware with Splunk IT Service Intelligence (ITSI).
Daten getriebene Service Intelligence mit Splunk ITSISplunk
Service Intelligence Modelle sind am effektivsten, wenn Sie auch mit speziellen Geschäftszielen und Initiativen verbunden sind und wenn sie kontinuierlich diese Zielerreichung messen. In dieser Session behandeln wir Best Practices und Techniken, um Ihre Service Intelligence Initiativen voranzutreiben. Wir werden ein effektives Serivce Intelligence Modele näher analysieren und dann ein Beispiel Modell entwerfen, mit dem sich die Geschäftsziele erreichen lassen und auch die Ziele für den Gschäftsmehrwert messen lassen.
The document provides an overview of Splunk IT Service Intelligence (ITSI). Some key points:
- ITSI makes Splunk "service-aware" and provides insights into IT services to help accelerate customers' path to operational intelligence.
- ITSI provides search-based KPIs, full-fidelity service health monitoring, and leverages Splunk's universal data platform to provide a data-driven approach.
- Core concepts in ITSI include services, KPIs, health scores, service analyzers for monitoring services, glass tables dashboards, and deep dives for investigation.
- Notable events are also generated by correlation searches to indicate service degradation.
Splunk IT Service Intelligence is a solution that provides end-to-end service visibility, reduces time to problem resolution, and allows for proactive management of IT health. It introduces a data-centric approach to service monitoring and analytics built on the Splunk platform. Key benefits include unified data insights across IT silos, easy access to actionable troubleshooting information through dynamic service models and customizable visualizations, and early warning on deviations through correlated KPI monitoring.
This document discusses how Splunk can help organizations address challenges related to escalating IT complexity. It notes that IT environments have become more complex with disconnected point solutions, over 70% of time spent maintaining rather than innovating, and latency in resolving issues measured in hours or days. Splunk provides a single platform to gather, analyze, and search machine data from various sources in real-time. It allows correlating data across silos for faster problem resolution. The document highlights how Splunk reduced escalations by 90% and mean time to resolution by 67% for one customer. It then discusses how Splunk offers pre-built apps for monitoring different parts of the IT infrastructure and applications.
SplunkLive! Utrecht - Splunk for IT Operations - Rick FitzSplunk
This document discusses how increasing IT complexity from technologies like virtualization, SaaS applications, and custom applications has made IT operations more difficult. It presents Splunk as a solution for capturing data from all IT systems and applications in order to perform operational analytics. This allows organizations to gain insights across their IT infrastructure and applications for tasks like root cause analysis, capacity planning, security monitoring, and service level reporting. The document highlights some of Splunk's key capabilities and differentiators like indexing data once for multiple uses, scaling to large environments, and providing a fast time to value. It also includes two customer examples of how Credit Suisse and Surrey Satellite have benefited from using Splunk for IT operations.
SplunkLive! Milano 2016 - Splunk Plenary SessionSplunk
The document provides an agenda for the SplunkLiveMilano2016 event taking place on April 5th, 2016 in Milan. The agenda includes welcome and overview sessions in the morning, followed by use case presentations from Unicredit, Saipem, and Yoox-Net-a-Porter. There will be breakout sessions after lunch on various topics, and a happy hour with sponsors. The document also lists the dedicated Splunk team for Italy and provides information on upcoming Splunk events.
SplunkLive! Amsterdam 2015 - IT Ops breakoutSplunk
Learn about ways to improve you IT Operational Intelligence by using Splunk for troubleshooting, monitoring and service-level visibility. In this hands-on session we will cover recommended approaches for end-to-end troubleshooting and monitoring across applications, OSes, and devices to resolve problems faster, reduce downtime and improve user satisfaction and customer retention. Topics will include: monitoring critical services, using commonly deployed apps and TAs to gather data for IT infrastructure uses, and using of pre-made dashboard panels to quickly build dashboards for monitoring your environment.
Splunk Webinar: IT Operations Demo für Troubleshooting & DashboardingGeorg Knon
This document provides an overview of Splunk's IT operations software. It discusses the challenges facing IT operations, including siloed tools and reactive problem solving. It presents Splunk as a solution, with its ability to index and analyze machine data from any source in real-time. Key benefits highlighted include faster troubleshooting to reduce downtime, proactive monitoring to address issues before they become problems, and increased operational visibility across the IT environment. The document concludes with a demonstration of Splunk's IT service intelligence capabilities.
.conf Go 2023 - Raiffeisen Bank InternationalSplunk
This document discusses standardizing security operations procedures (SOPs) to increase efficiency and automation. It recommends storing SOPs in a code repository for versioning and referencing them in workbooks which are lists of standard tasks to follow for investigations. The goal is to have investigation playbooks in the security orchestration, automation and response (SOAR) tool perform the predefined investigation steps from the workbooks to automate incident response. This helps analysts automate faster without wasting time by having standard, vendor-agnostic procedures.
.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
El documento describe la transición de Cellnex de un Centro de Operaciones de Seguridad (SOC) a un Equipo de Respuesta a Incidentes de Seguridad (CSIRT). La transición se debió al crecimiento de Cellnex y la necesidad de automatizar procesos y tareas para mejorar la eficiencia. Cellnex implementó Splunk SIEM y SOAR para automatizar la creación, remediación y cierre de incidentes. Esto permitió al personal concentrarse en tareas estratégicas y mejorar KPIs como tiempos de resolución y correos electrónicos anal
conf go 2023 - El camino hacia la ciberseguridad (ABANCA)Splunk
Este documento resume el recorrido de ABANCA en su camino hacia la ciberseguridad con Splunk, desde la incorporación de perfiles dedicados en 2016 hasta convertirse en un centro de monitorización y respuesta con más de 1TB de ingesta diaria y 350 casos de uso alineados con MITRE ATT&CK. También describe errores cometidos y soluciones implementadas, como la normalización de fuentes y formación de operadores, y los pilares actuales como la automatización, visibilidad y alineación con MITRE ATT&CK. Por último, señala retos
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.
The document is a presentation on cyber security trends and Splunk security products from Matthias Maier, Product Marketing Director for Security at Splunk. The presentation covers trends in security operations like the evolution of SOCs, new security roles, and data-centric security approaches. It also provides updates on Splunk's security portfolio including recognition as a leader in SIEM by Gartner and growth in the SIEM market. Maier highlights some breakout sessions from the conference on topics like asset defense, machine learning, and building detections.
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
This document summarizes a presentation about observability using Splunk. It includes an agenda introducing observability and why Splunk for observability. It discusses the need for modernization initiatives in companies and the thousands of changes required. It presents that Splunk provides end-to-end visibility across metrics, traces and logs to detect, troubleshoot and optimize systems. It shares a customer case study of Accenture using Splunk observability in their hybrid cloud environment. Finally, it concludes that observability with Splunk can drive results like reduced downtime and faster innovation.
This document contains slides from a Splunk presentation covering the following topics:
- Updated Splunk logo and information about meetings in Zurich and sales engineering leads
- Ideas for confused or concerned human figures in design concepts
- Three buckets of challenges around websites slowing, apps being down, and supply chain issues
- Accelerating mean time to detect, identify, respond and resolve through cyber resilience with Splunk
- Unifying security, IT and DevOps teams
- Splunk's technology vision focusing on customer experience, hybrid/edge, unleashing data lakes, and ubiquitous machine learning
- Gaining operational resilience through correlating infrastructure, security, application and user data with business outcomes
This document summarizes a presentation about Splunk's platform. It discusses Splunk's mission of helping customers create value faster with insights from their data. It provides statistics on Splunk's daily ingest and users. It highlights examples of how Splunk has helped customers in areas like internet messaging and convergent services. It also discusses upcoming challenges and new capabilities in Splunk like federated search, flexible indexing, ingest actions, improved data onboarding and management, and increased platform resilience and security.
The document appears to be a presentation from Splunk on security topics. It includes sections on cyber security resilience, the data-centric modern SOC, application monitoring at scale, threat modeling, security monitoring journeys, self-service Splunk infrastructure, the top 3 CISO priorities of risk based alerting, use case development, a security content repository, security PVP (posture, vision, and planning) and maturity assessment, and concludes with an overview of how Splunk can provide end-to-end visibility across an organization.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
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.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
AI 101: An Introduction to the Basics and Impact of Artificial IntelligenceIndexBug
Imagine a world where machines not only perform tasks but also learn, adapt, and make decisions. This is the promise of Artificial Intelligence (AI), a technology that's not just enhancing our lives but revolutionizing entire industries.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
Sudheer Mechineni, Head of Application Frameworks, Standard Chartered Bank
Discover how Standard Chartered Bank harnessed the power of Neo4j to transform complex data access challenges into a dynamic, scalable graph database solution. This keynote will cover their journey from initial adoption to deploying a fully automated, enterprise-grade causal cluster, highlighting key strategies for modelling organisational changes and ensuring robust disaster recovery. Learn how these innovations have not only enhanced Standard Chartered Bank’s data infrastructure but also positioned them as pioneers in the banking sector’s adoption of graph technology.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
Let's Integrate MuleSoft RPA, COMPOSER, APM with AWS IDP along with Slackshyamraj55
Discover the seamless integration of RPA (Robotic Process Automation), COMPOSER, and APM with AWS IDP enhanced with Slack notifications. Explore how these technologies converge to streamline workflows, optimize performance, and ensure secure access, all while leveraging the power of AWS IDP and real-time communication via Slack notifications.
4. 4
Escalating IT Complexity …
SERVERS STORAGE NETWORKING
VITUALIZATION
INFRASTRUCTUR
E
APPLICATIONS
Identity
VPN
IP Phone
CUSTOM
APPLICATIONS
App Svr
DB
Web Svr SaaS/PaaS
IaaSPACKAGED
APPLICATIONS
HR
Email
Finance
5. 5
… Plaguing IT Operations
SERVERS STORAGE NETWORKING
VITUALIZATION
INFRASTRUCTUR
E
APPLICATIONS
Identity
VPN
IP Phone
CUSTOM
APPLICATIONS
App Svr
DB
Web Svr SaaS/PaaS
IaaSPACKAGED
APPLICATIONS
HR
Email
Finance
Complex, silo-based technologies
Disconnected and outdated point solutions
Reactive brute-force problem resolution
Over 80% of time on maintaining not innovating
6. 6
Industry Leading Platform for Machine Data
Any Machine Data
Online
Services Web
Services
Servers
Security GPS
Location
Storage
Desktops
Networks
Packaged
Applications
Custom
ApplicationsMessaging
Telecoms
Online
Shopping
Cart
Web
Clickstreams
Databases
Energy
Meters
Call Detail
Records
Smartphones
and Devices
RFID
Datacenter
Private
Cloud
Public
Cloud
Enterprise
Scalability
Search and
Investigation
Proactive
Monitoring
Operational
Visibility
Real-time
Business
Insights
Operational Intelligence
7. 7
Industry Leading Platform for Machine Data
Online
Services Web
Services
Servers
Security GPS
Location
Storage
Desktops
Networks
Packaged
Applications
Custom
ApplicationsMessaging
Telecoms
Online
Shopping
Cart
Web
Clickstreams
Databases
Energy
Meters
Call Detail
Records
Smartphones
and Devices
RFID
Datacenter
Private
Cloud
Public
Cloud
Enterprise
Scalability
Search and
Investigation
Proactive
Monitoring
Operational
Visibility
Real-time
Business
Insights
Operational Intelligence
Any amount, any location, any source
Schema-
on-the-fly
Universal
indexing
No
back-end
RDBMS
No need
to filter
data
Any Machine Data
8. 8
Developer Platform (REST API, SDKs)
The Focus
Application
Delivery
IT
Operations
Security,
Compliance,
and Fraud
Business
Analytics
Industrial Data
and the
Internet of Things
9. 9
Turning Machine Data Into Operational Intelligence
Reactive
Search
and
Investigate
Proactive
Monitoring
and Alerting
Operational
Visibility
Proactive
Real-time
Business
Insight
10. 10
Troubleshooting
Find and fix problems faster
Reduce
MTTR
Improve End User
Experience
Reduce Costs
Greater IT
productivity
11. 11
Troubleshooting
Find and fix problems faster
Reduce
MTTR
Improve End User
Experience
Reduce Costs
Greater IT
productivity
No more grepping through logs
End-to-end correlation
12. Monitoring
Find and fix problems before it becomes a problem
Increased uptime
Trends in real time
and Historical Data
Powerful
Visualizations
Alerting and
notifications
14. 14
Splunk Apps & Add-ons
Plug-ins, templates and apps accelerate value from machine data
No rigid schemas – Add in data from any source.
API
SDKs UI
Server, Storage,
Network
Server
Virtualization
Operating
Systems
Custom
Applications
Business
Applications
Cloud
Services
App Performance
Monitoring
Ticketing and
Others
Web Intelligence
Mobile
Applications
Stream
15. 15
Apps Provide Deep Insights By Role
Find and resolve problems fast in individual technology areas
Exchange Admin
Service health
Performance
Message Tracking
VMware/Win/L
inux Admin
Infrastructure health
Performance
Anomalies/outliers
Storage Admin
Infrastructure health
Performance
Anomalies/outliers
16.
17. What We Are Hearing From Our Customers:
“My CIO is demanding we look at IT from a business service perspective.”
“Splunk is great for break-fix, but I need to show we’re meeting SLAs.”
“I need everyone to be able to see the same thing at the same time.”
“I just want to throw data at Splunk and have it find problems for me.”
“Show me what my data can do for me!”
21. 21
What is a Service?
Service
In Splunk ITSI, a Service is a logical group of technology components
that a user deems need to be monitored together.
It can often be generalized as a “black box” which we send requests
and expect responses.
Requests
Responses
22. 22
What is a Service?
Technical Services
Auth
Web
DNS
Requests
Responses
Requests
Responses
Requests
Responses
Services can be technology-centric …
23. 23
What is a Service?
… and business-centric
Business Services
Support Desk
Customer
Transactions
Requests
Responses
Requests
Responses
Technical Services
Auth
Web
DNS
Requests
Responses
Requests
Responses
Requests
Responses
24. 24
What is a Service?
Packet Network
Hypervisor and Hosts
RBMDBs
Storage Tier
API Services
Web Services
CustomerTransactions
Mobile
API/Middlewar
e
PartnerPortal
DNS
Services can encompass multiple tiers of the IT domain and
may also depend upon other services/micro-services
25. 25
What is a KPI?
KPI: Number of requests
KPI: Error rate
KPI: Average response time
KPI: Servicer CPU load
KPI: Server network I/O errors
KPI: Number of transactions
KPI: Error rate
KPI: Average response time
KPI: Count of incident tickets
KPI: Synthetic trans health
DNS
Requests
Responses
KPIs and health scores constitute the means by which Services are monitored
Customer
Transactions
Requests
Responses
26. 26
Key Performance Indicators (KPIs)
KPI: A Splunk saved search defined in Splunk ITSI that helps monitor a specific
field like CPU, Memory and so on. KPIs are contained within Services.
27. 27
Service Health Scores
A health score is a score from 0-100 that determine the health of a Service.
It is calculated based on all KPIs’ importance and its status once every minute.
30. 30
Glass Tables
Glass Tables: Customizable free form drawing dashboards to view health
scores and KPIs of choice with visual tools to create context
31. 31
Deep Dives
Deep Dives: Swim lane analysis dashboard to show all those indicators
over time for investigations
35. 35
What Makes Splunk ITSI Different?
Search-BasedKPIs
• Easy to write, manage and
change both services and KPIs
• Reflects business and
technology priorities
• Benefit: Rapidly generate and
change KPIs to align service
health with business
Fiserv – 1000s in just
weeks
FullFidelityServiceHealth
• Adaptable and flexible
definitions of service health
• One solution to go
seamlessly from service
reports to root cause,
including raw data
• Remains adaptable and yet
still maintains complete
historical context
UniversalDataPlatform
• Data driven: All IT data
including events, metrics
and logs
• Schema on-the-Fly
Ask any question of
the data
• Fast time to value
• Data fidelity
37. 37
Why Enterprises Use Splunk for IT Operations
Increased Uptime
to 99.9%
Availability
Reduced MTTR
from 2-3 days to
few minutes
Improved Margins
by protecting millions
in ad-revenue
Consolidated Tools
by retiring 27
monitoring solutions
Optimized Capacity
by saving $500K in
SW, HW & licenses
Drives Innovation
with usage analytics on
product features
38. 38
Unified insights: data
integrations from other tools
11,000 to 100s
Reduced incident
tickets
Alerting on service
KPI’s instead of
server performance
Usage baselines to
identify anomalies
Splunk IT Service Intelligence at
39. 39
Server-based to
Services-based
monitoring
Top-down and deep-
dive service insights
200+ services and
1500+ KPIs
monitored
Flexible creation and
modification of
services and KPIs
Alerting on service
KPIs instead of server
performance
Real-time, holistic
and proactive
“client” view
Splunk IT Service Intelligence at
40. 40
Splunk IT Service Intelligence at
Replaced home-
grown tools
Real-time service
insights to LOBs
Reduced time to
resolution
45. 45
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Explosion of technologies
IoT, mobile, distributed apps, virtualization.
Increased efficiency and utilization
BUT escalating IT complexity
Lots of disparate and complex and siloed based solutions
Requires a war room for RCA or product launch
There may be blamestorming / finger-pointing
Takes hours and hours
No RCA, so apply brute force workaround and restart the system
IT is busy keeping the the lights on or fighting fires
Collecting, searching, monitoring and analyzing machine data and getting operational intelligence.
Monitor data in real-time (as the data is streaming) and historical data.
Collects data securely and reliably in any format.
It is centralized with RBAC.
Troubleshoot problems and investigate security incidents in minutes (not hours or days).
Monitor end-to-end
Gain insights into customer experience, transactions and behavior.
No need to understand your data upfront or have a predefined schema and requirements.
We have our own map reduced-based, high speed data index and retrieval mechanism.
No database in the backend as we apply schema on the fly.
No custom connecters
Scale from a single server to petabytes of data on your commodity hardware.
And you can store data in the cloud
Expand from there into security, capacity planning applications management
We are creating intelligence on top of the data therefore easy scaling.
Customers start in one of these 5 areas and traverses each of these 5 areas.
Both IT and business professionals can analyze machine data to get real-time visibility and operational intelligence.
Improve their performance, meet SLAs, reduce costs, mitigate security risks, maintain compliance and gain insights.
Today we are going to focus on some of the major use cases and values related to the IT Operations space.
This maturity model is a great template when it comes to how Splunk is utilized.
Search and investigation. One place to find and fix problems faster and reduce escalations.
Proactive monitoring. Monitor IT systems in real time to identify issues before they impact your customers, services and revenue. Trigger notifications in real-time via email or RSS, execute a script to take remedial actions, send an SNMP trap to your system management console or generate a service desk ticket.
Operational visibility. See the whole picture, and make better decisions. Visualize trends to better plan for capacity; spot SLA infractions, track how you are being measured by the business.
Real-time business insight. Beyond operational visibility. See the success of a new campaign or service, reconcile 3rd-party service provider fees against actual use, find your heaviest users and heaviest abusers, and more.
Because machine data captures every behavior, the possibilities are game changing. You'll find the lead times to get to this intelligence dramatically less than other solutions - measured in minutes/hours instead of months.
Who is at Search and Investigate? Raise your Hands. Proactive Monitoring and Alerting? Raise your Hands. Operational Visibility? Raise your Hands. Real-time Business Insight? Raise your Hands.
Who thinks it makes sense for all of us to have our business at Real-time Business Insight? Why?
So how do we get there?
Reduce MTTR
Time series
Flexible search and drill down
No more grepping through logs
Correlate data from all levels/layers of the stack
Increase uptime
See trends of realtime data and historical data
Powerful visualizations
Alerting
Splunk has evolved from an engine --> a platform for machine data
Apps & add-ons help you collect, analyze and harness data from every layer of your technology stack.
Built by our customers, technology partners such as Cisco, NetApp, or others and Splunk employees.
We are a platform -- easy to get data into Splunk and out of Splunk AND complementary
In addition to prebuilt apps, customers can also build their own using our REST API and SDKs.
Splunk apps simply help you get to the point faster where you can see correlations and comparisons of machine data ACROSS silos.
Check out Splunkbase for more integrations
We also recently introduced the 2 new offerings- the Splunk App for Stream (stemming from the acquisition of Cloudmeter) and MINT (Mobile Intelligence) that stems from our acquisition of Bugsense.
The Splunk App for captures real-time streaming wire data
And Splunk MINT helps you gain visibility into mobile app performance and quality, so you can deliver better mobile apps
The main value from the apps is providing context for data from silos and making it available inside Splunk for correlation with other data from other silos.
With Apps, you can accelerate insights into specific issue or a problem area. For example if you are focusing on Exchange, you want to understand what is the service health are messages going through, do I have any security issues. If you are a Virtualization or storage admin, you want to understand what is going on with your infrastructure, Am I forecasting proper resources for capacity growth? How are my applications affected by storage latency? Do I have enough storage capacity? Our Apps can provide you with these insights since we have visibility into specific siloes.
Splunk is a scalable platform
Initially founded on enabling IT administrators to solve IT challenges
Led by our customers, we’ve gone from Application Management, Security and Compliance
TO use cases around Business Analytics and IoT
Here are some of our customers’ asks today; and so we’ve evolved Splunk to adapt.
Reuse the data to up-level their insights.
To immediately address the operational problems but also gain visibility into whether they are meeting SLA’s
And what impact performance is having to the business.
That brings us to Splunk IT Service Intelligence – a packaged solution that enables real-time visibility into services driven by machine data.
Splunk ITSI simplifies service monitoring and analytics and enables IT to WORK SMARTER, NOT HARDER
With Splunk ITSI, you have real-time views into the health of your SERVICES, and can use advanced analytics to find patterns, detect anomalies and trends to proactively monitor and address issues.
As a result you have improved service visibility, reduced resolution times, and a transformative approach to monitoring and analytics driven by machine-data.
ITSI does not require months of implementation.
As your business evolves you can update and customize your views, too.
Secondly, the solution uses machine learning to detect anomalies, identify baselines and have the system dynamically adapt thresholds.
There are pre-defined, cross KPI correlations and more. Essentially, we’re transforming the approach to monitoring with analytics driven by machine data.
Lastly, and very much to the response of our customers, we wanted to address the need for IT to align with the business.
With Splunk ITSI, we enable both IT and the business stakeholders of various services to gain real-time insights into critical performance indicators, in a way that makes most sense to them.
A services can literally be sources of data a customer wants to group together to monitor in a single healthscore or just wants to logically group together because they need to be managed by a specific team or needs to be reported in such a way.
Customer transactions, support desk, or other business units
For example, a Partner portal is a conceptual service which depends on the API service which in turn has its own KPIs but depends on Web Services.
Alternatively you could have Partner portal depend on each and every one in blue, or not even have all the ones in blue and have all the Kpis be inside Partner portal.
Everything you see in the diagram above could be a service in ITSI.
Identify and configure those critical KPIs, like # of requests, error rates, response times, etc.
KPIs are created by the user and the user has to define which Splunk field to monitor, what stat operations to use (e.g. avg cpu, max cpu etc.) …
… what the thresholds for good bad ugly should be, what the frequency of monitoring that field should be and how important it is towards the health of the service.
These are the 4 main dashboards that are in ITSI, SA is for the quick view and quick filtering to see only the Services and KPIs of choice,
Glass table is for those who want to represent their own workflow and want to take the time to make things look pretty.
Deep Dive is for the investigative work when things go wrong,
Multi KPI alerts is to build alerts for when there is a desire to be alerted by email or just view the notable event review dashboard (like Incident review in ES).
Think ES when talking about notable events. They are nearly identical to ES notable events other than the fact that they are some other fields like Service and the actions you can perform on them are a little different. Like going to Deep Dive or creating ticket in service now. The correlation searches that create these notable events can be designed through the correlation search interface like in ES, or through the Multi KPI alert UI. They are stored in the notable events summary index.
WHY ITSI? Service Owners tell us that they determine Service Health through summarized events that have limited retention time.
The business impact here surrounds the time and expense in identifying root cause and fixing the problem.
<click> To address this, Splunk ITSI delivers a 360 degree view of service health from one place. We call this Full Fidelity Service Health.
<click> Search Based KPIs deliver a flexible way to impose schema only at retrieval, without a pre-defined schema or hard coded collectors.
Often there are new KPIs or change existing ones that need to align with business and technology priorities.
See benefits from customers are getting from Splunk
Quest Diagnostics – process $1M in one hour; reliant on manual perl & unix data. Now they can monitor app availability and infrastructure with increased up-times of 99%
Safeway – uses Splunk as a centralized platform to monitor their data. Saved $$ by consolidating their monitoring
DirectTV – introduced NFL streaming service not realizing the impact on the infrastructure. Spent ~150k to beef up the servers and that still did not help. Now able to dynamically adapt their infrastructure to the services they are offering.
Vodafone is the world’s second largest telecommunications company and provides voice, messaging, data, and fixed communications to over 400 million customers.
The IT operations team lacked visibility into the health and performance of the services that were rolling out.
ITSI is integrated with HP Business Service Management and Remedy systems
Gain end-to-end visibility of the performance and behavior of their IT services,
improve the performance and uptime of critical services
Reducing the number of incident tickets opened every day from over 11,000 to hundreds
improving customer satisfaction and reducing support costs
Fiserv is a global financial services technology provider behind essential services such as mobile and online banking, payments, risk management, data analytics and core account processing.
No consistent monitoring approach
Frustrated with too many tools,
Fiserv needed a way to quickly react to changing environment conditions to alert and prevent reoccurring events BEFORE they happened.
Enter Splunk IT Service Intelligence –
Deliver service based monitoring in a much shorter time frame
Empower a tier 1 user with a tool kit to triage and act as a higher tier
Easily correlate issues through a drill down and determine cause vs effect and then dive right into the logs
With Splunk IT Service Intelligence, the Fiserv team is able to collect and process data from multiple sources and locations and integrate that data into an existing incident management process.
…all within 90 days from inception to delivery.
AdvancedMD is a leading provider of cloud-based, software solutions for independent physician practices.
As a critical part of their business, AdvancedMD must closely monitor the delivery of its services to up to 15,000 users who log into its systems daily.
Existing monitoring tools could not provide an end-to-end view of the services they needed to maintain, particularly their claims service.
Using ITSI to monitor the end-to-end health of their claims service, which spans multiple systems and environments, and is critical to their business.
Reduce MTTR
Replace brittle home-grown monitoring tools
Improve the uptime and reliability.
“Splunk IT Service Intelligence was delivering insights days after installing, instead of the months it can take legacy monitoring solutions. Splunk ITSI helps us ensure that the claims service stays up and running at all times.” - Tyler Germer, director of information technology, AdvancedMD.
Splunk provides a platform for IT and the business to gain visibility, insights and intelligence from all machine data
Strong ecosystem of apps to deliver end-to-end operational visibility enabling IT to reduce costs, consolidate tools and eliminate silos
Splunk delivers Operational Intelligence allowing IT to go beyond troubleshooting & maintenance to enabling business insights and continual growth
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