BPEL is the de facto standard for business process modeling in today's enterprises and is a promising candidate for the integration of business and Grid applications. Current BPEL implementations do not provide mechanisms to schedule service calls with respect to the load of the target hosts.
In this presentation (as well as in the corresponding publication), a solution that automatically schedules workflow steps to underutilized hosts and provides new hosts using Cloud computing infrastructures in peak-load situations is presented.
The proposed approach does not require any changes to the BPEL standard. An implementation based on the ActiveBPEL engine and Amazon's Elastic Compute Cloud is presented.
Composition and Execution of Secure Workflows in WSRF-Grids, IEEE CCGrid 2008...Dr. Tim Dörnemann
BPEL is the de-facto standard for business process modeling in today\\\'s enterprises and is a promising candidate for the integration of business and Grid applications. While BPEL works well for traditional web services, it has a number of drawbacks with respect to the more complex world of WSRF-based Grid computing, especially where security is concerned. In this paper, a solution that extends the BPEL security approach to encompass secure Grid application interactions is presented. The proposed approach is capable of handling both web service and Grid service resources and their corresponding security mechanisms. The BPEL language is extended by security-related settings. An implementation of a GSI-compliant BPEL engine that can also manage the lifetime of proxy certificates is presented.
FiloDB - Breakthrough OLAP Performance with Cassandra and SparkEvan Chan
You want to ingest event, time-series, streaming data easily, yet have flexible, fast ad-hoc queries. Is this even possible? Yes! Find out how in this talk of combining Apache Cassandra and Apache Spark, using a new open-source database, FiloDB.
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
Creative operations teams expect increased AI use in 2024. Currently, over half of tasks are not AI-enabled, but this is expected to decrease in the coming year. ChatGPT is the most popular AI tool currently. Business leaders are more actively exploring AI benefits than individual contributors. Most respondents do not believe AI will impact workforce size in 2024. However, some inhibitions still exist around AI accuracy and lack of understanding. Creatives primarily want to use AI to save time on mundane tasks and boost productivity.
Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.
Composition and Execution of Secure Workflows in WSRF-Grids, IEEE CCGrid 2008...Dr. Tim Dörnemann
BPEL is the de-facto standard for business process modeling in today\\\'s enterprises and is a promising candidate for the integration of business and Grid applications. While BPEL works well for traditional web services, it has a number of drawbacks with respect to the more complex world of WSRF-based Grid computing, especially where security is concerned. In this paper, a solution that extends the BPEL security approach to encompass secure Grid application interactions is presented. The proposed approach is capable of handling both web service and Grid service resources and their corresponding security mechanisms. The BPEL language is extended by security-related settings. An implementation of a GSI-compliant BPEL engine that can also manage the lifetime of proxy certificates is presented.
FiloDB - Breakthrough OLAP Performance with Cassandra and SparkEvan Chan
You want to ingest event, time-series, streaming data easily, yet have flexible, fast ad-hoc queries. Is this even possible? Yes! Find out how in this talk of combining Apache Cassandra and Apache Spark, using a new open-source database, FiloDB.
2024 State of Marketing Report – by HubspotMarius Sescu
https://www.hubspot.com/state-of-marketing
· Scaling relationships and proving ROI
· Social media is the place for search, sales, and service
· Authentic influencer partnerships fuel brand growth
· The strongest connections happen via call, click, chat, and camera.
· Time saved with AI leads to more creative work
· Seeking: A single source of truth
· TLDR; Get on social, try AI, and align your systems.
· More human marketing, powered by robots
ChatGPT is a revolutionary addition to the world since its introduction in 2022. A big shift in the sector of information gathering and processing happened because of this chatbot. What is the story of ChatGPT? How is the bot responding to prompts and generating contents? Swipe through these slides prepared by Expeed Software, a web development company regarding the development and technical intricacies of ChatGPT!
Product Design Trends in 2024 | Teenage EngineeringsPixeldarts
The realm of product design is a constantly changing environment where technology and style intersect. Every year introduces fresh challenges and exciting trends that mold the future of this captivating art form. In this piece, we delve into the significant trends set to influence the look and functionality of product design in the year 2024.
How Race, Age and Gender Shape Attitudes Towards Mental HealthThinkNow
Mental health has been in the news quite a bit lately. Dozens of U.S. states are currently suing Meta for contributing to the youth mental health crisis by inserting addictive features into their products, while the U.S. Surgeon General is touring the nation to bring awareness to the growing epidemic of loneliness and isolation. The country has endured periods of low national morale, such as in the 1970s when high inflation and the energy crisis worsened public sentiment following the Vietnam War. The current mood, however, feels different. Gallup recently reported that national mental health is at an all-time low, with few bright spots to lift spirits.
To better understand how Americans are feeling and their attitudes towards mental health in general, ThinkNow conducted a nationally representative quantitative survey of 1,500 respondents and found some interesting differences among ethnic, age and gender groups.
Technology
For example, 52% agree that technology and social media have a negative impact on mental health, but when broken out by race, 61% of Whites felt technology had a negative effect, and only 48% of Hispanics thought it did.
While technology has helped us keep in touch with friends and family in faraway places, it appears to have degraded our ability to connect in person. Staying connected online is a double-edged sword since the same news feed that brings us pictures of the grandkids and fluffy kittens also feeds us news about the wars in Israel and Ukraine, the dysfunction in Washington, the latest mass shooting and the climate crisis.
Hispanics may have a built-in defense against the isolation technology breeds, owing to their large, multigenerational households, strong social support systems, and tendency to use social media to stay connected with relatives abroad.
Age and Gender
When asked how individuals rate their mental health, men rate it higher than women by 11 percentage points, and Baby Boomers rank it highest at 83%, saying it’s good or excellent vs. 57% of Gen Z saying the same.
Gen Z spends the most amount of time on social media, so the notion that social media negatively affects mental health appears to be correlated. Unfortunately, Gen Z is also the generation that’s least comfortable discussing mental health concerns with healthcare professionals. Only 40% of them state they’re comfortable discussing their issues with a professional compared to 60% of Millennials and 65% of Boomers.
Race Affects Attitudes
As seen in previous research conducted by ThinkNow, Asian Americans lag other groups when it comes to awareness of mental health issues. Twenty-four percent of Asian Americans believe that having a mental health issue is a sign of weakness compared to the 16% average for all groups. Asians are also considerably less likely to be aware of mental health services in their communities (42% vs. 55%) and most likely to seek out information on social media (51% vs. 35%).
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
Creative operations teams expect increased AI use in 2024. Currently, over half of tasks are not AI-enabled, but this is expected to decrease in the coming year. ChatGPT is the most popular AI tool currently. Business leaders are more actively exploring AI benefits than individual contributors. Most respondents do not believe AI will impact workforce size in 2024. However, some inhibitions still exist around AI accuracy and lack of understanding. Creatives primarily want to use AI to save time on mundane tasks and boost productivity.
Organizational culture includes values, norms, systems, symbols, language, assumptions, beliefs, and habits that influence employee behaviors and how people interpret those behaviors. It is important because culture can help or hinder a company's success. Some key aspects of Netflix's culture that help it achieve results include hiring smartly so every position has stars, focusing on attitude over just aptitude, and having a strict policy against peacocks, whiners, and jerks.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
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.
Project Management Semester Long Project - Acuityjpupo2018
Acuity is an innovative learning app designed to transform the way you engage with knowledge. Powered by AI technology, Acuity takes complex topics and distills them into concise, interactive summaries that are easy to read & understand. Whether you're exploring the depths of quantum mechanics or seeking insight into historical events, Acuity provides the key information you need without the burden of lengthy texts.
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
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.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
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.
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.
Content Methodology: A Best Practices Report (Webinar)contently
This document provides an overview of content methodology best practices. It defines content methodology as establishing objectives, KPIs, and a culture of continuous learning and iteration. An effective methodology focuses on connecting with audiences, creating optimal content, and optimizing processes. It also discusses why a methodology is needed due to the competitive landscape, proliferation of channels, and opportunities for improvement. Components of an effective methodology include defining objectives and KPIs, audience analysis, identifying opportunities, and evaluating resources. The document concludes with recommendations around creating a content plan, testing and optimizing content over 90 days.
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Ivanti’s Patch Tuesday breakdown goes beyond patching your applications and brings you the intelligence and guidance needed to prioritize where to focus your attention first. Catch early analysis on our Ivanti blog, then join industry expert Chris Goettl for the Patch Tuesday Webinar Event. There we’ll do a deep dive into each of the bulletins and give guidance on the risks associated with the newly-identified vulnerabilities.
OpenID AuthZEN Interop Read Out - AuthorizationDavid Brossard
During Identiverse 2024 and EIC 2024, members of the OpenID AuthZEN WG got together and demoed their authorization endpoints conforming to the AuthZEN API
Digital Marketing Trends in 2024 | Guide for Staying AheadWask
https://www.wask.co/ebooks/digital-marketing-trends-in-2024
Feeling lost in the digital marketing whirlwind of 2024? Technology is changing, consumer habits are evolving, and staying ahead of the curve feels like a never-ending pursuit. This e-book is your compass. Dive into actionable insights to handle the complexities of modern marketing. From hyper-personalization to the power of user-generated content, learn how to build long-term relationships with your audience and unlock the secrets to success in the ever-shifting digital landscape.
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.
Project Management Semester Long Project - Acuityjpupo2018
Acuity is an innovative learning app designed to transform the way you engage with knowledge. Powered by AI technology, Acuity takes complex topics and distills them into concise, interactive summaries that are easy to read & understand. Whether you're exploring the depths of quantum mechanics or seeking insight into historical events, Acuity provides the key information you need without the burden of lengthy texts.
Salesforce Integration for Bonterra Impact Management (fka Social Solutions A...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on integration of Salesforce with Bonterra Impact Management.
Interested in deploying an integration with Salesforce for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
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.
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
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.
PEPSICO Presentation to CAGNY Conference Feb 2024Neil Kimberley
PepsiCo provided a safe harbor statement noting that any forward-looking statements are based on currently available information and are subject to risks and uncertainties. It also provided information on non-GAAP measures and directing readers to its website for disclosure and reconciliation. The document then discussed PepsiCo's business overview, including that it is a global beverage and convenient food company with iconic brands, $91 billion in net revenue in 2023, and nearly $14 billion in core operating profit. It operates through a divisional structure with a focus on local consumers.
Content Methodology: A Best Practices Report (Webinar)contently
This document provides an overview of content methodology best practices. It defines content methodology as establishing objectives, KPIs, and a culture of continuous learning and iteration. An effective methodology focuses on connecting with audiences, creating optimal content, and optimizing processes. It also discusses why a methodology is needed due to the competitive landscape, proliferation of channels, and opportunities for improvement. Components of an effective methodology include defining objectives and KPIs, audience analysis, identifying opportunities, and evaluating resources. The document concludes with recommendations around creating a content plan, testing and optimizing content over 90 days.
How to Prepare For a Successful Job Search for 2024Albert Qian
The document provides guidance on preparing a job search for 2024. It discusses the state of the job market, focusing on growth in AI and healthcare but also continued layoffs. It recommends figuring out what you want to do by researching interests and skills, then conducting informational interviews. The job search should involve building a personal brand on LinkedIn, actively applying to jobs, tailoring resumes and interviews, maintaining job hunting as a habit, and continuing self-improvement. Once hired, the document advises setting new goals and keeping skills and networking active in case of future opportunities.
A report by thenetworkone and Kurio.
The contributing experts and agencies are (in an alphabetical order): Sylwia Rytel, Social Media Supervisor, 180heartbeats + JUNG v MATT (PL), Sharlene Jenner, Vice President - Director of Engagement Strategy, Abelson Taylor (USA), Alex Casanovas, Digital Director, Atrevia (ES), Dora Beilin, Senior Social Strategist, Barrett Hoffher (USA), Min Seo, Campaign Director, Brand New Agency (KR), Deshé M. Gully, Associate Strategist, Day One Agency (USA), Francesca Trevisan, Strategist, Different (IT), Trevor Crossman, CX and Digital Transformation Director; Olivia Hussey, Strategic Planner; Simi Srinarula, Social Media Manager, The Hallway (AUS), James Hebbert, Managing Director, Hylink (CN / UK), Mundy Álvarez, Planning Director; Pedro Rojas, Social Media Manager; Pancho González, CCO, Inbrax (CH), Oana Oprea, Head of Digital Planning, Jam Session Agency (RO), Amy Bottrill, Social Account Director, Launch (UK), Gaby Arriaga, Founder, Leonardo1452 (MX), Shantesh S Row, Creative Director, Liwa (UAE), Rajesh Mehta, Chief Strategy Officer; Dhruv Gaur, Digital Planning Lead; Leonie Mergulhao, Account Supervisor - Social Media & PR, Medulla (IN), Aurelija Plioplytė, Head of Digital & Social, Not Perfect (LI), Daiana Khaidargaliyeva, Account Manager, Osaka Labs (UK / USA), Stefanie Söhnchen, Vice President Digital, PIABO Communications (DE), Elisabeth Winiartati, Managing Consultant, Head of Global Integrated Communications; Lydia Aprina, Account Manager, Integrated Marketing and Communications; Nita Prabowo, Account Manager, Integrated Marketing and Communications; Okhi, Web Developer, PNTR Group (ID), Kei Obusan, Insights Director; Daffi Ranandi, Insights Manager, Radarr (SG), Gautam Reghunath, Co-founder & CEO, Talented (IN), Donagh Humphreys, Head of Social and Digital Innovation, THINKHOUSE (IRE), Sarah Yim, Strategy Director, Zulu Alpha Kilo (CA).
Trends In Paid Search: Navigating The Digital Landscape In 2024Search Engine Journal
The search marketing landscape is evolving rapidly with new technologies, and professionals, like you, rely on innovative paid search strategies to meet changing demands.
It’s important that you’re ready to implement new strategies in 2024.
Check this out and learn the top trends in paid search advertising that are expected to gain traction, so you can drive higher ROI more efficiently in 2024.
You’ll learn:
- The latest trends in AI and automation, and what this means for an evolving paid search ecosystem.
- New developments in privacy and data regulation.
- Emerging ad formats that are expected to make an impact next year.
Watch Sreekant Lanka from iQuanti and Irina Klein from OneMain Financial as they dive into the future of paid search and explore the trends, strategies, and technologies that will shape the search marketing landscape.
If you’re looking to assess your paid search strategy and design an industry-aligned plan for 2024, then this webinar is for you.
5 Public speaking tips from TED - Visualized summarySpeakerHub
From their humble beginnings in 1984, TED has grown into the world’s most powerful amplifier for speakers and thought-leaders to share their ideas. They have over 2,400 filmed talks (not including the 30,000+ TEDx videos) freely available online, and have hosted over 17,500 events around the world.
With over one billion views in a year, it’s no wonder that so many speakers are looking to TED for ideas on how to share their message more effectively.
The article “5 Public-Speaking Tips TED Gives Its Speakers”, by Carmine Gallo for Forbes, gives speakers five practical ways to connect with their audience, and effectively share their ideas on stage.
Whether you are gearing up to get on a TED stage yourself, or just want to master the skills that so many of their speakers possess, these tips and quotes from Chris Anderson, the TED Talks Curator, will encourage you to make the most impactful impression on your audience.
See the full article and more summaries like this on SpeakerHub here: https://speakerhub.com/blog/5-presentation-tips-ted-gives-its-speakers
See the original article on Forbes here:
http://www.forbes.com/forbes/welcome/?toURL=http://www.forbes.com/sites/carminegallo/2016/05/06/5-public-speaking-tips-ted-gives-its-speakers/&refURL=&referrer=#5c07a8221d9b
ChatGPT and the Future of Work - Clark Boyd Clark Boyd
Everyone is in agreement that ChatGPT (and other generative AI tools) will shape the future of work. Yet there is little consensus on exactly how, when, and to what extent this technology will change our world.
Businesses that extract maximum value from ChatGPT will use it as a collaborative tool for everything from brainstorming to technical maintenance.
For individuals, now is the time to pinpoint the skills the future professional will need to thrive in the AI age.
Check out this presentation to understand what ChatGPT is, how it will shape the future of work, and how you can prepare to take advantage.
The document provides career advice for getting into the tech field, including:
- Doing projects and internships in college to build a portfolio.
- Learning about different roles and technologies through industry research.
- Contributing to open source projects to build experience and network.
- Developing a personal brand through a website and social media presence.
- Networking through events, communities, and finding a mentor.
- Practicing interviews through mock interviews and whiteboarding coding questions.
Google's Just Not That Into You: Understanding Core Updates & Search IntentLily Ray
1. Core updates from Google periodically change how its algorithms assess and rank websites and pages. This can impact rankings through shifts in user intent, site quality issues being caught up to, world events influencing queries, and overhauls to search like the E-A-T framework.
2. There are many possible user intents beyond just transactional, navigational and informational. Identifying intent shifts is important during core updates. Sites may need to optimize for new intents through different content types and sections.
3. Responding effectively to core updates requires analyzing "before and after" data to understand changes, identifying new intents or page types, and ensuring content matches appropriate intents across video, images, knowledge graphs and more.
A brief introduction to DataScience with explaining of the concepts, algorithms, machine learning, supervised and unsupervised learning, clustering, statistics, data preprocessing, real-world applications etc.
It's part of a Data Science Corner Campaign where I will be discussing the fundamentals of DataScience, AIML, Statistics etc.
Time Management & Productivity - Best PracticesVit Horky
Here's my presentation on by proven best practices how to manage your work time effectively and how to improve your productivity. It includes practical tips and how to use tools such as Slack, Google Apps, Hubspot, Google Calendar, Gmail and others.
The six step guide to practical project managementMindGenius
The six step guide to practical project management
If you think managing projects is too difficult, think again.
We’ve stripped back project management processes to the
basics – to make it quicker and easier, without sacrificing
the vital ingredients for success.
“If you’re looking for some real-world guidance, then The Six Step Guide to Practical Project Management will help.”
Dr Andrew Makar, Tactical Project Management
Unlocking the Power of ChatGPT and AI in Testing - A Real-World Look, present...Applitools
During this webinar, Anand Bagmar demonstrates how AI tools such as ChatGPT can be applied to various stages of the software development life cycle (SDLC) using an eCommerce application case study. Find the on-demand recording and more info at https://applitools.info/b59
Key takeaways:
• Learn how to use ChatGPT to add AI power to your testing and test automation
• Understand the limitations of the technology and where human expertise is crucial
• Gain insight into different AI-based tools
• Adopt AI-based tools to stay relevant and optimize work for developers and testers
* ChatGPT and OpenAI belong to OpenAI, L.L.C.
The document discusses various AI tools from OpenAI like GPT-3 and DALL-E 2, as well as ChatGPT. It explores how search engines are using AI and things to consider around AI-generated content. Potential SEO uses of ChatGPT are also presented, such as generating content at scale, conducting topic research, and automating basic coding tasks. The document encourages further reading on using ChatGPT for SEO purposes.
More than Just Lines on a Map: Best Practices for U.S Bike Routes
This session highlights best practices and lessons learned for U.S. Bike Route System designation, as well as how and why these routes should be integrated into bicycle planning at the local and regional level.
Presenters:
Presenter: Kevin Luecke Toole Design Group
Co-Presenter: Virginia Sullivan Adventure Cycling Association
Ride the Storm: Navigating Through Unstable Periods / Katerina Rudko (Belka G...DevGAMM Conference
Has your project been caught in a storm of deadlines, clashing requirements, and the need to change course halfway through? If yes, then check out how the administration team navigated through all of this, relocating 160 people from 3 countries and opening 2 offices during the most turbulent time in the last 20 years. Belka Games’ Chief Administrative Officer, Katerina Rudko, will share universal approaches and life hacks that can help your project survive unstable periods when there seem to be too many tasks and a lack of time and people.
This presentation was designed to provide strategic recommendations for a brand in decline. The deck also incorporates a situational assessment, including a brand identity, positioning, architecture, and portfolio strategy for the Brand.
Presentation originally created for NYU Stern's Brand Strategy course. Design by Erica Santiago & Chris Alexander.
3. Business Process Execu<on Lang
‣ BPEL is the de facto (OASIS) standard for workflow /
business process modeling in the web service area
‣ Programming in the large: complex applica<ons are built
by composing exis<ng components (web services)
‣ the composed process is exposed as a web service itself
and integrates perfectly into SOAs
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
3
6. Business Process Execu<on Lang
<assign>
‣ Des<na<ons of invoke opera<ons are typically set at
<copy>
<from>
design <me <literal>
<wsa:EndpointReference xmlns:ns="NSPACE">
‣ sejng at run<me possible, but complicated
<wsa:Address>
hfp://FQDN:PORT/SERVICE‐ADDRESS
</wsa:Address>
<wsa:ServiceName PortName="Port">
ns:SERVICE‐NAME
</wsa:ServiceName>
<wsa:ReferenceParameters>
<wsa:To>...</wsa:To>
<wsa:Ac<on>...</wsa:Ac<on>
</wsa:ReferenceParameters>
</wsa:EndpointReference>
</literal>
</from>
<to variable="targetEPR"/>
</copy>
<copy>
<from variable="targetEPR" />
<to partnerLink="targetPL" />
</copy>
</assign>
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
5
7. Business Process Execu<on Lang
‣ Des<na<ons of invoke opera<ons are typically set at
design <me
‣ sejng at run<me possible, but complicated
‣ mixup of business logic and <assign>
<copy>
infrastructural sejngs <from>
<literal>
<wsa:EndpointReference xmlns:ns="NSPACE">
<wsa:Address>
hfp://FQDN:PORT/SERVICE‐ADDRESS
</wsa:Address>
<wsa:ServiceName PortName="Port">
ns:SERVICE‐NAME
</wsa:ServiceName>
<wsa:ReferenceParameters>
<wsa:To>...</wsa:To>
<wsa:Ac<on>...</wsa:Ac<on>
</wsa:ReferenceParameters>
</wsa:EndpointReference>
</literal>
</from>
<to variable="targetEPR"/>
</copy>
<copy>
<from variable="targetEPR" />
<to partnerLink="targetPL" /> Tim Dörnemann
</copy> Ernst Juhnke
</assign> Bernd Freisleben
5
8. Business Process Execu<on Lang
‣ Des<na<ons of invoke opera<ons are typically set at
design <me
‣ sejng at run<me possible, but complicated
‣ mixup of business logic and <assign>
<copy>
infrastructural sejngs <from>
<literal>
<wsa:EndpointReference xmlns:ns="NSPACE">
‣ very high modeling overhead for <wsa:Address>
hfp://FQDN:PORT/SERVICE‐ADDRESS
dynamic resource selec<on </wsa:Address>
<wsa:ServiceName PortName="Port">
ns:SERVICE‐NAME
</wsa:ServiceName>
<wsa:ReferenceParameters>
<wsa:To>...</wsa:To>
<wsa:Ac<on>...</wsa:Ac<on>
</wsa:ReferenceParameters>
</wsa:EndpointReference>
</literal>
</from>
<to variable="targetEPR"/>
</copy>
<copy>
<from variable="targetEPR" />
<to partnerLink="targetPL" /> Tim Dörnemann
</copy> Ernst Juhnke
</assign> Bernd Freisleben
5
16. Peak Load Scenario
‣ ‣ Scenario: sta<c/pre‐defined target hosts, workflow is
Scenario: sta<c/pre‐defined target hosts, workflow is
invoked many <mes in parallel
invoked many <mes in parallel
‣ leads to high load on workflow's target machines
‣ increase of workflow run<me / response <me
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
6
17. Peak Load Scenario
‣ ‣ Scenario: sta<c/pre‐defined target hosts, workflow is
Scenario: sta<c/pre‐defined target hosts, workflow is
invoked many <mes in parallel
invoked many <mes in parallel
‣ leads to high load on workflow's target machines
‣ increase of workflow run<me / response <me
‣ nega<ve user experience
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
6
18. Peak Load Scenario
‣ ‣ Scenario: sta<c/pre‐defined target hosts, workflow is
Scenario: sta<c/pre‐defined target hosts, workflow is
invoked many <mes in parallel
invoked many <mes in parallel
‣ leads to high load on workflow's target machines
‣ increase of workflow run<me / response <me
‣ nega<ve user experience
‣ loss of stability
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
6
19. Peak Load Scenario
‣ ‣ Scenario: sta<c/pre‐defined target hosts, workflow is
Scenario: sta<c/pre‐defined target hosts, workflow is
invoked many <mes in parallel
invoked many <mes in parallel
‣ leads to high load on workflow's target machines
‣ increase of workflow run<me / response <me
‣ nega<ve user experience
‣ loss of stability
‣ worst case: abandonment of workflow
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
6
20. Peak Load Scenario
‣ ‣ Scenario: sta<c/pre‐defined target hosts, workflow is
Scenario: sta<c/pre‐defined target hosts, workflow is
invoked many <mes in parallel
invoked many <mes in parallel
‣ leads to high load on workflow's target machines
‣ increase of workflow run<me / response <me
‣ nega<ve user experience
‣ loss of stability
‣ worst case: abandonment of workflow
‣ waste of CPU hours (lost intermediate results)
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
6
22. Desired Behavior On-demand
resources
node node node
node node
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
8
23. Desired Behavior On-demand
resources
node node node
node node
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
8
24. Desired Behavior On-demand
resources
node node node
node node
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
8
25. Desired Behavior On-demand
resources
node node node
node node
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
8
26. Desired Behavior On-demand
resources
node node node
node node
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
8
27. Cloud Compu<ng
‣ New paradigm for distributed compu<ng
‣ On‐demand resource provisioning /
Infrastructure as a Service (IaaS)
‣ (Illusion of) unlimited resources
‣ Pay‐as‐you‐go business model
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
9
28. Cloud Compu<ng
‣ New paradigm for distributed compu<ng
‣ On‐demand resource provisioning /
Infrastructure as a Service (IaaS)
‣ (Illusion of) unlimited resources
‣ Pay‐as‐you‐go business model
‣ Implementa<ons open use virtualiza<on
‣ Full (root) access to machines
‣ No batch system (exclusive use of resources)
‣ User may prepare VM image with required
sopware
‣ Easy reuse & deployment
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
9
30. Components
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
11
31. Components
<partnerLink name="decoderPL">
<partnerRole endpointReference="dynamic"
invokeHandler="java:LoadBalancer
?threshold=1.0;accessID=***;secretKey=***;
imageID=ami-95cc28fc;availZone=us-east-1c"/>
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
11
32. 2$%3/4$)
-$./0#%1
Registry 56&&$4#6%
!"#$%&'()*++,)
-$./0#%1
‣ stores informa<on about available hosts and
their services
‣ opera<ons to add, update, remove machines
‣ query for services via portType QNames
‣ UDDI connector to integrate external service
databases
‣ implements locking mechanisms to prevent on‐
demand resources from shutdown while in use
‣ persistence mechanism
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
12
33. Scheduler
‣ uses informa<on about infrastructure to make
scheduling decisions
‣ invokes Provisioner when no suitable machine is found
‣ automa<c deprovisioning of unused machines
‣ stores startup <me of virtual machine and their accoun<ng
model
‣ cost‐efficient scheduling
‣ scheduling algorithms are pluggable
‣ Prototype: For all machines with threshold < t, calculate
cm =
W IP Sm and select the minimum
max(loadm , 0.01) Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
13
34. Provisioner !"#$%&'()*+,-)'*+
!"#$%&%#'("
‣ provides one infrastructure‐independent
interface to manage startup, shutdown and
configura<on of different types of on‐demand
resources
‣ configura<on: firewall rules, sopware installa<on
‣ automa<cally (de‐)registers machines and
their services within registry
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
14
37. Implementa<on
‣ No changes to the BPEL standard required
‣ Makes use of Ac<veBPEL‘s extensibility mechanisms
(Interfaces and observers)
‣ Prototype uses Typica‐Library to manage EC2 instances
(developed by Xerox)
‣ Features:
‣ On‐demand provisioning and deprovisioning of virtual
machines (cost efficient)
‣ Framework supports exchangeability of scheduling
algorithms and provisioning components
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
16
41. Usage Example
‣ Video analysis workflow with
na<ve C/C++ code libraries
‣ needs to be recompiled for
every machine type
‣ Easy to use with Cloud
infrastructure
‣ compile once, embed in VM
image
‣ Prototypical implementa<on
for Amazon EC2
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
20
45. Conclusions
‣ Standard‐compliant extension of BPEL to model dynamic
target service selec<on
‣ Target machines are chosen with respect to their load
‣ On‐demand provisioning of resources in peak‐load
situa<ons
‣ Future Work
‣ Fault‐tolerant workflow execu<on (Cloud‐backed)
‣ Data flow op<miza<on in workflows
‣ Integrate with Eucalyptus
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
23
47. Thank you for listening
Any questions?
Tim Dörnemann
Ernst Juhnke
Bernd Freisleben
24
Editor's Notes
\n
Classical outline:\n- very brief introduction to BPEL, then Problem Statement/Motivation\n- Design introduces main components of architecture\n- Impl: no details\n- Evaluation w/ respect to performance\n
- BPEL = Business Process Execution Language\n
- All elements within a flow are executed in parallel unless the control flow is explicitly defined (arrows/connection)\n- Receive is starting point, receives input\n- Sequences are executed in parallel, then execution branches merge\n- Work is done in invoke operations -> external web services\n- Reply to user\n
\n
\n
\n
\n
\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
Example: \n- Group of researchers shares infrastructure\nCompany offers web-based service that run BPEL in background -> Flash crowd effect\n\n
\n
\n
\n
\n
\n
\n
\n
\n
- Description (portType) of services in Workflow, not concrete target address\n- LoadBalancer determines the target service when invoke operation is executed\n- If no machine with low load is found => launch new instance using Provisioner\n
Hosting Environment = Middleware-Container in virtual/physical machine\n\nIMPORTANT: XML-snippet is in deployment descriptor which is not standardized/not part of BPEL\n
- add/update operation triggers WSDL parsing\n
WIPS = Whetstone Instructions per Second (mainly floating point)\nc_m = Capacity of m\n
- Sample: Nimbus/Virtual Workspaces uses WSRF and WS-Notification\n- EC2 offers plain Web Services with pulling mechanism\n
\n
Needed information is stored within partnerLink description of deployment descriptor (non-standardized, so no break in compatibility to BPEL standard)\n
Needed information is stored within partnerLink description of deployment descriptor (non-standardized, so no break in compatibility to BPEL standard)\n
Needed information is stored within partnerLink description of deployment descriptor (non-standardized, so no break in compatibility to BPEL standard)\n
Needed information is stored within partnerLink description of deployment descriptor (non-standardized, so no break in compatibility to BPEL standard)\n
\n
\n
\n
Problemstellung: \n- Ver&#xF6;ffentlichung des Dienstes als &#x201E;Public Service&#x201C; (Web Service). \n- A priori ist nicht bekannt, wieviele Nutzer es geben wird. \n- Bei einer hohen -Nutzeranzahl kommt es zur Verlangsamung oder gar Abbruch\n-> Einsatz von EC2, damit Skalierbarkeit gegeben ist und keine &#xFC;bersch&#xFC;ssige Hardware vorhanden sein muss\n\n
- Only runs shown where VMs where booted\n- ECU = EC2-Compute Unit\n- Expected speedup: 4-5 times, reality: only 2-2,5 (single threaded library)\n- Fluctuations are due to number of VM boots\n
\n
\n
RW: \nDi Penta, WS-Binder (Policy)\nTRAP/BPEL, Proxy-Pattern\nfind_bind, Leymann, Language Extension\nMa et al., LoadBalancing of Engine, not Services\n
Frage: wie kommt man denn eigentlich zu den VM-Images? Unsere Tools benutzen ...\n