Projects are temporary endeavors undertaken to create unique products, services, or results. Project management involves applying knowledge, skills, tools, and techniques to project activities to meet requirements. It defines projects, provides IT project examples, explains why we need project management and its importance, and discusses the relationships between projects, programs, and portfolios.
This document provides an overview of the key topics and concepts covered in the textbook "Information Technology Project Management, Eighth Edition". It discusses what a project is, examples of IT projects, and attributes of projects. It also describes project management, the project management framework including stakeholders, knowledge areas, tools and techniques. The document notes the relationship between project, program and portfolio management. It provides statistics on the IT industry and project management profession.
Information Technology Project Management - part 01Rizwan Khurram
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It discusses key topics covered in the textbook such as the history and growth of project management as a profession, the role of the project manager, challenges in IT project management, and best practices for project success. The textbook aims to explain fundamental concepts in project management and discuss their application to information technology projects.
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It discusses key topics covered in the textbook such as the history and growth of project management as a profession, the role of the Project Management Institute in establishing standards, and factors that contribute to IT project success or failure. The document also previews several chapters that will cover frameworks for project management, the role of the project manager, and emerging trends in the field.
The document provides an overview of key concepts in project management from the textbook "Information Technology Project Management, Seventh Edition". It discusses how project management has evolved from early examples like the Egyptian pyramids to more modern applications. It also notes that many IT projects fail to meet goals and outlines strategies to improve project outcomes through better management. The document summarizes the project management life cycle and roles of project managers, stakeholders, and professional organizations like PMI.
The document discusses project management, defining a project as a temporary endeavor to create a unique product or service. It explains that project management involves planning, organizing, staffing, directing, monitoring, controlling, and innovating to meet goals related to scope, time, and cost. The document also outlines various tools, techniques, and knowledge areas involved in project management.
This document provides an overview of information technology project management. It defines what a project and project management are, and discusses why project management is an important skill. It describes the project life cycle and systems development life cycle. It also discusses standards for project management from the Project Management Institute and the growing professionalization of the project management field.
Chapter 3 The Project Management Process Groups A Case Study.pptAhmadTawfigAlRadaide
The document summarizes key aspects of project management process groups and knowledge areas as described in the textbook "Information Technology Project Management, Seventh Edition". It provides an overview of the five process groups - initiating, planning, executing, monitoring and controlling, and closing. It also describes how a case study of a project illustrates the application of the process groups and related outputs. Additionally, it summarizes how a second version of the case study demonstrates differences when using an agile approach like Scrum.
The document discusses Google Developer Student Clubs (GDSC) at the National Institute of Technology Patna. It outlines the impacts of GDSC, including exposure to the largest tech community, personality development, and providing impressive projects for students' resumes. It then describes GDSC's technical teams including web development, Android development, machine learning, and network security. It lists some previous and upcoming projects of each team. It also outlines non-technical teams such as events, PR/content, marketing, and design. In the end, it provides GDSC's social media contact information.
This document provides an overview of the key topics and concepts covered in the textbook "Information Technology Project Management, Eighth Edition". It discusses what a project is, examples of IT projects, and attributes of projects. It also describes project management, the project management framework including stakeholders, knowledge areas, tools and techniques. The document notes the relationship between project, program and portfolio management. It provides statistics on the IT industry and project management profession.
Information Technology Project Management - part 01Rizwan Khurram
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It discusses key topics covered in the textbook such as the history and growth of project management as a profession, the role of the project manager, challenges in IT project management, and best practices for project success. The textbook aims to explain fundamental concepts in project management and discuss their application to information technology projects.
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It discusses key topics covered in the textbook such as the history and growth of project management as a profession, the role of the Project Management Institute in establishing standards, and factors that contribute to IT project success or failure. The document also previews several chapters that will cover frameworks for project management, the role of the project manager, and emerging trends in the field.
The document provides an overview of key concepts in project management from the textbook "Information Technology Project Management, Seventh Edition". It discusses how project management has evolved from early examples like the Egyptian pyramids to more modern applications. It also notes that many IT projects fail to meet goals and outlines strategies to improve project outcomes through better management. The document summarizes the project management life cycle and roles of project managers, stakeholders, and professional organizations like PMI.
The document discusses project management, defining a project as a temporary endeavor to create a unique product or service. It explains that project management involves planning, organizing, staffing, directing, monitoring, controlling, and innovating to meet goals related to scope, time, and cost. The document also outlines various tools, techniques, and knowledge areas involved in project management.
This document provides an overview of information technology project management. It defines what a project and project management are, and discusses why project management is an important skill. It describes the project life cycle and systems development life cycle. It also discusses standards for project management from the Project Management Institute and the growing professionalization of the project management field.
Chapter 3 The Project Management Process Groups A Case Study.pptAhmadTawfigAlRadaide
The document summarizes key aspects of project management process groups and knowledge areas as described in the textbook "Information Technology Project Management, Seventh Edition". It provides an overview of the five process groups - initiating, planning, executing, monitoring and controlling, and closing. It also describes how a case study of a project illustrates the application of the process groups and related outputs. Additionally, it summarizes how a second version of the case study demonstrates differences when using an agile approach like Scrum.
The document discusses Google Developer Student Clubs (GDSC) at the National Institute of Technology Patna. It outlines the impacts of GDSC, including exposure to the largest tech community, personality development, and providing impressive projects for students' resumes. It then describes GDSC's technical teams including web development, Android development, machine learning, and network security. It lists some previous and upcoming projects of each team. It also outlines non-technical teams such as events, PR/content, marketing, and design. In the end, it provides GDSC's social media contact information.
This document provides an overview of the textbook "Information Technology Project Management, Sixth Edition". It discusses key topics that will be covered in the textbook, including understanding the need for IT project management, defining what a project is, describing the project management framework and knowledge areas, explaining the relationship between project, program, and portfolio management, and factors that contribute to project success. The document also provides examples of IT projects and lists attributes of projects.
Explain what a project is, provide examples of IT projects, list various attributes of projects, and describe the triple constraint of project management
http://sif.uin-suska.ac.id/
http://fst.uin-suska.ac.id/
http://www.uin-suska.ac.id/
Young Project Leaders - 2020 Project Management Institute InterviewRajesh Kumar Nalla
Rajesh's greatest professional achievement was establishing his own company at age 18 with no financial assistance. This taught him important skills like prioritizing time and staying focused on goals. The most influential project he worked on was for a large photo trade show, where he built technology for crowd management and visitor tracking. As a child, seeing a personal computer most fascinated him and influenced his interest in technology and programming. Effective planning is Rajesh's mantra for leading projects well to avoid surprises. The most important skill for succeeding in today's project-based economy is change management, while lifelong learning will be most critical for tomorrow's project economy.
This document introduces key concepts in project management. It defines a project, provides examples of IT projects, and describes the triple constraint of scope, time and cost that projects aim to balance. It outlines the project management framework including knowledge areas, tools/techniques, and success factors. The role of the project manager is discussed, along with important skills. A brief history is given of the field and how the profession continues to grow through organizations, certification, and software tools.
This chapter introduces project management concepts. It discusses the growing need for project management, especially for IT projects, and defines what a project is. It describes key elements of project management including stakeholders, knowledge areas, tools/techniques, and factors for success. It also discusses the roles of project, program, and portfolio management and skills needed by project managers.
The document provides an introduction to project management, discussing key concepts such as what constitutes a project, examples of IT projects, and an overview of project management frameworks and processes. It notes that the US spends $2.3 trillion annually on projects, and discusses poor historical rates of project success as well as improvements over time. Career opportunities for IT project managers are also briefly covered.
This document discusses key aspects of project management for information technology projects. It defines what a project and program are, explains the triple constraints of scope, time and cost. It describes the role of the project manager and important elements they oversee like stakeholders, knowledge areas, and tools/techniques. The document also notes the growing importance and professionalization of project management, with over 16 million regarding it as their profession and certification numbers rising.
This chapter introduces project management concepts. It discusses that the world spends $10 trillion annually on projects while over 16 million people are project managers. Formal project management provides benefits like improved control, quality and profitability. A project is a temporary endeavor to create a unique product or service. Attributes include a purpose, resources, customers, and uncertainty. Programs comprise groups of related projects. Portfolio management optimizes all organizational projects. Certification and software can help project managers succeed.
The document provides an introduction to project management and information technology project management. It discusses the growth of IT project spending worldwide. It also summarizes challenges with past IT projects, the advantages of using project management, and the role of the Project Management Institute in establishing standards and professional development for the field.
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It describes the following key points:
1. The textbook covers overall project integration management frameworks, strategic planning processes, project selection methods, developing project charters and management plans, project execution, monitoring and controlling projects, integrated change control processes, and closing projects.
2. It emphasizes that project managers must coordinate all knowledge areas throughout a project's life cycle to achieve integration.
3. Topics covered in depth include developing project charters and management plans, financial analyses for project selection, monitoring and controlling project work, and managing changes through an integrated change control system.
Information Technology Project Management - part 04Rizwan Khurram
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It describes the following key points:
1. The textbook covers overall project integration management frameworks, strategic planning processes, project selection methods, developing project charters and management plans, project execution, monitoring and controlling projects, integrated change control processes, and closing projects.
2. It emphasizes that project managers must coordinate all knowledge areas throughout a project's life cycle to achieve integration.
3. Topics include developing project charters to formally initiate projects, creating comprehensive project management plans, and directing and managing project work according to plans.
The document discusses key aspects of managing IT projects according to a three-sphere model dealing with business, organizational, and technological issues. It notes that projects should address business goals and lists examples of relevant business, organizational, and technological questions. The document also outlines the project life cycle and systems development life cycle, and discusses challenges of globalization, outsourcing, and virtual teams in IT project management.
The document provides an introduction to project management. It discusses that the world spends $10 trillion annually on projects, over 16 million people are project managers, and IT projects have a poor track record. Formal project management provides advantages like improved control, relations, quality and costs. A project is a temporary endeavor to create a unique product or service. Project management involves resources from various areas to meet a sponsor's goals under conditions of uncertainty. The role of project managers is to work with teams and stakeholders to meet goals. Experience and skills in areas like leadership, communication and problem solving are important for project managers.
1. The document discusses the fundamentals of managing information technology projects including defining what a project is, describing the role of a project manager, and outlining the key elements of project management.
2. It notes that the field of project management is growing significantly with over 16 million people regarding it as their profession and billions being spent annually on projects globally.
3. The success rate of IT projects has improved in recent decades but still needs work, with better tools and processes as well as experienced project managers helping to increase successful project outcomes.
The 10 Prominent Project Engineering Solution ProvidersMerry D'souza
Insights Success introduce The 10 Prominent Project Engineering Solution Providers in 2018, who have flaunted some excellent project management companies which provide project management services with proper planning and execution. This list will lessen the search of organization that has perfect project management solution providers.
The document describes the five project management process groups - initiating, planning, executing, monitoring and controlling, and closing. It provides details on each process group, including typical activities, inputs, outputs, and how they relate to the nine knowledge areas. It also discusses how organizations develop their own IT project management methodologies. Finally, it presents a case study of a company applying the process groups to an IT project and illustrates key documents used.
This chapter discusses project integration management, which involves coordinating all aspects of a project throughout its life cycle. It describes strategic planning, project selection methods like financial analysis and weighted scoring, and developing key integration documents like the project charter and scope statement. The chapter also covers developing the project management plan, executing project work, and monitoring and controlling the project. It emphasizes the importance of leadership, a supportive culture, and tools to successful project execution.
This document discusses key topics in information technology project management. It explains that stakeholder management and top management commitment are critical for project success. Project managers must identify and manage relationships with stakeholders, including securing support from top executives. The document also covers IT project life cycles and phases, and how recent trends like globalization, outsourcing, and virtual teams introduce new challenges and opportunities for project management.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
This document provides an overview of the textbook "Information Technology Project Management, Sixth Edition". It discusses key topics that will be covered in the textbook, including understanding the need for IT project management, defining what a project is, describing the project management framework and knowledge areas, explaining the relationship between project, program, and portfolio management, and factors that contribute to project success. The document also provides examples of IT projects and lists attributes of projects.
Explain what a project is, provide examples of IT projects, list various attributes of projects, and describe the triple constraint of project management
http://sif.uin-suska.ac.id/
http://fst.uin-suska.ac.id/
http://www.uin-suska.ac.id/
Young Project Leaders - 2020 Project Management Institute InterviewRajesh Kumar Nalla
Rajesh's greatest professional achievement was establishing his own company at age 18 with no financial assistance. This taught him important skills like prioritizing time and staying focused on goals. The most influential project he worked on was for a large photo trade show, where he built technology for crowd management and visitor tracking. As a child, seeing a personal computer most fascinated him and influenced his interest in technology and programming. Effective planning is Rajesh's mantra for leading projects well to avoid surprises. The most important skill for succeeding in today's project-based economy is change management, while lifelong learning will be most critical for tomorrow's project economy.
This document introduces key concepts in project management. It defines a project, provides examples of IT projects, and describes the triple constraint of scope, time and cost that projects aim to balance. It outlines the project management framework including knowledge areas, tools/techniques, and success factors. The role of the project manager is discussed, along with important skills. A brief history is given of the field and how the profession continues to grow through organizations, certification, and software tools.
This chapter introduces project management concepts. It discusses the growing need for project management, especially for IT projects, and defines what a project is. It describes key elements of project management including stakeholders, knowledge areas, tools/techniques, and factors for success. It also discusses the roles of project, program, and portfolio management and skills needed by project managers.
The document provides an introduction to project management, discussing key concepts such as what constitutes a project, examples of IT projects, and an overview of project management frameworks and processes. It notes that the US spends $2.3 trillion annually on projects, and discusses poor historical rates of project success as well as improvements over time. Career opportunities for IT project managers are also briefly covered.
This document discusses key aspects of project management for information technology projects. It defines what a project and program are, explains the triple constraints of scope, time and cost. It describes the role of the project manager and important elements they oversee like stakeholders, knowledge areas, and tools/techniques. The document also notes the growing importance and professionalization of project management, with over 16 million regarding it as their profession and certification numbers rising.
This chapter introduces project management concepts. It discusses that the world spends $10 trillion annually on projects while over 16 million people are project managers. Formal project management provides benefits like improved control, quality and profitability. A project is a temporary endeavor to create a unique product or service. Attributes include a purpose, resources, customers, and uncertainty. Programs comprise groups of related projects. Portfolio management optimizes all organizational projects. Certification and software can help project managers succeed.
The document provides an introduction to project management and information technology project management. It discusses the growth of IT project spending worldwide. It also summarizes challenges with past IT projects, the advantages of using project management, and the role of the Project Management Institute in establishing standards and professional development for the field.
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It describes the following key points:
1. The textbook covers overall project integration management frameworks, strategic planning processes, project selection methods, developing project charters and management plans, project execution, monitoring and controlling projects, integrated change control processes, and closing projects.
2. It emphasizes that project managers must coordinate all knowledge areas throughout a project's life cycle to achieve integration.
3. Topics covered in depth include developing project charters and management plans, financial analyses for project selection, monitoring and controlling project work, and managing changes through an integrated change control system.
Information Technology Project Management - part 04Rizwan Khurram
This document provides an overview of the 7th edition of the textbook "Information Technology Project Management". It describes the following key points:
1. The textbook covers overall project integration management frameworks, strategic planning processes, project selection methods, developing project charters and management plans, project execution, monitoring and controlling projects, integrated change control processes, and closing projects.
2. It emphasizes that project managers must coordinate all knowledge areas throughout a project's life cycle to achieve integration.
3. Topics include developing project charters to formally initiate projects, creating comprehensive project management plans, and directing and managing project work according to plans.
The document discusses key aspects of managing IT projects according to a three-sphere model dealing with business, organizational, and technological issues. It notes that projects should address business goals and lists examples of relevant business, organizational, and technological questions. The document also outlines the project life cycle and systems development life cycle, and discusses challenges of globalization, outsourcing, and virtual teams in IT project management.
The document provides an introduction to project management. It discusses that the world spends $10 trillion annually on projects, over 16 million people are project managers, and IT projects have a poor track record. Formal project management provides advantages like improved control, relations, quality and costs. A project is a temporary endeavor to create a unique product or service. Project management involves resources from various areas to meet a sponsor's goals under conditions of uncertainty. The role of project managers is to work with teams and stakeholders to meet goals. Experience and skills in areas like leadership, communication and problem solving are important for project managers.
1. The document discusses the fundamentals of managing information technology projects including defining what a project is, describing the role of a project manager, and outlining the key elements of project management.
2. It notes that the field of project management is growing significantly with over 16 million people regarding it as their profession and billions being spent annually on projects globally.
3. The success rate of IT projects has improved in recent decades but still needs work, with better tools and processes as well as experienced project managers helping to increase successful project outcomes.
The 10 Prominent Project Engineering Solution ProvidersMerry D'souza
Insights Success introduce The 10 Prominent Project Engineering Solution Providers in 2018, who have flaunted some excellent project management companies which provide project management services with proper planning and execution. This list will lessen the search of organization that has perfect project management solution providers.
The document describes the five project management process groups - initiating, planning, executing, monitoring and controlling, and closing. It provides details on each process group, including typical activities, inputs, outputs, and how they relate to the nine knowledge areas. It also discusses how organizations develop their own IT project management methodologies. Finally, it presents a case study of a company applying the process groups to an IT project and illustrates key documents used.
This chapter discusses project integration management, which involves coordinating all aspects of a project throughout its life cycle. It describes strategic planning, project selection methods like financial analysis and weighted scoring, and developing key integration documents like the project charter and scope statement. The chapter also covers developing the project management plan, executing project work, and monitoring and controlling the project. It emphasizes the importance of leadership, a supportive culture, and tools to successful project execution.
This document discusses key topics in information technology project management. It explains that stakeholder management and top management commitment are critical for project success. Project managers must identify and manage relationships with stakeholders, including securing support from top executives. The document also covers IT project life cycles and phases, and how recent trends like globalization, outsourcing, and virtual teams introduce new challenges and opportunities for project management.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
AppSec PNW: Android and iOS Application Security with MobSFAjin Abraham
Mobile Security Framework - MobSF is a free and open source automated mobile application security testing environment designed to help security engineers, researchers, developers, and penetration testers to identify security vulnerabilities, malicious behaviours and privacy concerns in mobile applications using static and dynamic analysis. It supports all the popular mobile application binaries and source code formats built for Android and iOS devices. In addition to automated security assessment, it also offers an interactive testing environment to build and execute scenario based test/fuzz cases against the application.
This talk covers:
Using MobSF for static analysis of mobile applications.
Interactive dynamic security assessment of Android and iOS applications.
Solving Mobile app CTF challenges.
Reverse engineering and runtime analysis of Mobile malware.
How to shift left and integrate MobSF/mobsfscan SAST and DAST in your build pipeline.
What is an RPA CoE? Session 1 – CoE VisionDianaGray10
In the first session, we will review the organization's vision and how this has an impact on the COE Structure.
Topics covered:
• The role of a steering committee
• How do the organization’s priorities determine CoE Structure?
Speaker:
Chris Bolin, Senior Intelligent Automation Architect Anika Systems
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
How information systems are built or acquired puts information, which is what they should be about, in a secondary place. Our language adapted accordingly, and we no longer talk about information systems but applications. Applications evolved in a way to break data into diverse fragments, tightly coupled with applications and expensive to integrate. The result is technical debt, which is re-paid by taking even bigger "loans", resulting in an ever-increasing technical debt. Software engineering and procurement practices work in sync with market forces to maintain this trend. This talk demonstrates how natural this situation is. The question is: can something be done to reverse the trend?
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 .
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
Dandelion Hashtable: beyond billion requests per second on a commodity serverAntonios Katsarakis
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
[OReilly Superstream] Occupy the Space: A grassroots guide to engineering (an...Jason Yip
The typical problem in product engineering is not bad strategy, so much as “no strategy”. This leads to confusion, lack of motivation, and incoherent action. The next time you look for a strategy and find an empty space, instead of waiting for it to be filled, I will show you how to fill it in yourself. If you’re wrong, it forces a correction. If you’re right, it helps create focus. I’ll share how I’ve approached this in the past, both what works and lessons for what didn’t work so well.
Fueling AI with Great Data with Airbyte WebinarZilliz
This talk will focus on how to collect data from a variety of sources, leveraging this data for RAG and other GenAI use cases, and finally charting your course to productionalization.
2. Contents
Explain why we need projects, what a project is, when is the end of a
project.
Provide examples of IT projects, list various attributes of projects屬性,
Define the meaning of project management, explain why project
management is important, project management framework,
Discuss the relationship between project專案, program計劃, and
portfolio組合management
Source: Celeste Ng, 2018.
3. Why we need Projects?
Source: PMI, 2017, “A guide to the project management body of knowledge
(PMBOK guide),” Sixth edition, Newtown Square, PA: Project Management
Institute, Inc.
Meet
regulatory,
legal and social
requirements
Satisfy
stakeholder
requests or
needs
Implement or
change
business or
technological
strategies
Create, improve
or fix product,
processes or
services
Project
Mobile app
Digital
transformation
GDPR 通用數據
保護法規 (e-
commerce)
Industry 4.0
4. Copyright 2014
A project is “a temporary endeavor(暫時性投入
的努力) undertaken to create a unique product,
service, or result” (PMBOK® Guide, Fifth Edition,
2012)
Objective – Projects end結束when their
objectives have been reached or the project has
been terminated
Size & Duration – Projects can be large or small
and take a short or long time to complete
Information Technology Project
Management, Seventh Edition 4
project
5. When is the end of a project
Source: PMI, 2017, “A guide to the project management body of knowledge
(PMBOK guide),” Sixth edition, Newtown Square, PA: Project Management
Institute, Inc.
The end of the project is reached when one or more of the following is
true:
The project’s objectives have been achieved;
The objectives will not or cannot be met;
Funding is exhausted or no longer available for allocation to the
project;
The need for the project no longer exists (e.g., the customer no
longer wants the project completed, a change in strategy or priority
ends the project, the organizational management provides direction
to end the project);
The human or physical resources are no longer available; or
The project is terminated for legal cause or convenience.
objectives
objectives
Funding
need
resources
legal course
6. Copyright 2014
A team of students creates a smartphone(智慧手機)
application and sells it online
A company develops a driverless car(自動駕駛) –
◦ “autonomous car (driverless car,[1] self-driving car,[2] robotic car[3]) is a vehicle that is capable of
sensing its environment and navigating without human input,[4]” Source:
https://en.wikipedia.org/wiki/Autonomous_car
◦ Google self-driving car
A small software development team(軟體開發團隊) adds
a new feature to an internal software application for the
finance department
◦ Integrating with e-Commerce and inventory functions
Information Technology Project
Management, Seventh Edition 6
7. Examples of Strategic Projects
Mobile-centric(行動為中心)applications and interfaces project –
“Mobile app to track children on Singapore school buses” - “... school children ... with a
small electronic tag小電子標籤that would alert bus drivers, via an app, when a child gets on
and off the bus. The tag also acts as an electronic attendance marker. ... An alarm on the
driver’s app will also go off if a child misses his stop, or is still on the bus after everyone else
has got off. The children’s parents also had a specific app that would push notifications for
when the bus was arriving, when their child got on or off the bus, as well as track the bus
location on a map” – Source: http://goo.gl/g6YCYk
Internet of things物聯網 project
Physical items connected to the Internet by means of sensors (e.g., “August Smart Lock”)
Cloud computing(雲端運算) project
Amazon Key (all you need – Amazon smart lock, “Key” app --- to lock n unlock door) --
-- Oct., 2017
Others:
research on social media governance process,
construct a building,
assembly a car,
Explore new market
Source: Celeste Ng, 2018.
IoT
Mobile apps
Cloud computing
8. Examples of IoT Projects
1. Smart Agriculture System
that can perform and even monitor a host of farming tasks. For instance, you can
schedule the system to irrigate a piece of land automatically, or you can spray
fertilizers/pesticides on the crops wirelessly through your smartphone
2. Weather Reporting System
the system is embedded with temperature, humidity, and rain sensors that can
monitor the weather conditions and provide live reports of weather
statistics. … an always-on, automated system that sends data via a
microcontroller to the webserver using a WIFI connection
3. Home Automation System
gives more power to the user to control and manage household appliances from
any location in the world
4. Face Recognition Bot
one of the best IoT Projects where the intelligent AI bot is designed to recognize
the faces of different people or a single person and also their unique voice.
… system includes facial recognition features like face detection (perceives faces
and attribute the same in an image), person identification (matches an individual
in your private repository containing hundreds and thousands of people), and
also emotion recognition (detects a range of facial expressions including
happiness, contempt, neutrality, and fear) … for a robust security system
Source: 2022,
https://www.upgrad.com/bl
og/iot-project-ideas-topics-
for-beginners/.
9. Copyright 2014
A project
◦ has a unique purpose
◦ is temporary
◦ is developed using progressive elaboration(逐步發展)
from broad initial plan to specific details, as time passes
◦ requires resources, often from various areas
◦ should have a primary customer or sponsor(專案贊助者)
The project sponsor usually provides the direction and
funding經費for the project
◦ involves uncertainty(難以確定)
Supplier went out of business, unplanned team member time
off
Information Technology Project
Management, Seventh Edition 9
10. What is project management?
Source: PMI, 2017, “A guide to the project management body of knowledge
(PMBOK guide),” Sixth edition, Newtown Square, PA: Project Management
Institute, Inc.
Project management is the application of
knowledge,
skills技能,
tools, and
techniques技術
to project activities to meet the project requirements.
Project management is accomplished through the appropriate
application and integration of the project management processes
identified for the project.
Project management enables organizations to execute projects
effectively and efficiently.
knowledge
skills技能
tools
techniques技術
11. What is project management?
Source: PMI, 2017, “A guide to the project management body of knowledge
(PMBOK guide),” Sixth edition, Newtown Square, PA: Project Management
Institute, Inc.
Project management is the application of
knowledge,
skills技能,
tools, and
techniques技術
to project activities to meet the project requirements.
Project management is accomplished through the appropriate
application and integration of the project management processes
identified for the project.
Project management enables organizations to execute projects
effectively and efficiently.
knowledge
skills技能
tools
techniques技術
12. Why project management is important? (1)
Source: PMI, 2017, “A guide to the project management body of knowledge
(PMBOK guide),” Sixth edition, Newtown Square, PA: Project Management
Institute, Inc.
Effective project management helps to:
project management helps
13. Why project management is important? (2)
Source: PMI, 2017, “A guide to the project management body of knowledge
(PMBOK guide),” Sixth edition, Newtown Square, PA: Project Management
Institute, Inc.
Poorly managed projects or the absence of project management may result in:
absence of project management
14. Copyright 2014
Information Technology Project
Management, Seventh Edition 14
Four components – S, KA, T&T, and the contribution
of successful projects to the enterprise
= having same strategic goal
15. PMBOK® Guide Key Components in Projects
Source: PMI, 2017, “A guide to the project management body of knowledge (PMBOK guide),”
Sixth edition, Newtown Square, PA: Project Management Institute, Inc.
16. Copyright 2014
Stakeholders(企業的利害關係人/利益相关者)are
the people involved in or affected by project
activities
Stakeholders include
◦ the project sponsor
◦ the project manager
◦ the project team
◦ support staff(支援人員)
◦ customers
◦ users
◦ suppliers(供應商)
◦ opponents to the project(專案反對者)
Information Technology Project
Management, Seventh Edition 16
17. Copyright 2014
Knowledge areas describe the key
competencies(關鍵能力) that project managers
must develop
Project managers must have knowledge and skills
in all 10 knowledge areas (project integration,
scope, time, cost, quality, human resource,
communications, risk, procurement(採購), and
stakeholder management)
Information Technology Project
Management, Seventh Edition 17
18. Copyright 2014
Project management tools and techniques(工具
和技術) assist project managers and their teams in
various aspects of project management
Some specific ones include
◦ Project charter, scope statement, and WBS (scope)
◦ Gantt charts, network diagrams, critical path analysis關鍵
路徑分析, critical chain scheduling關鍵鏈排程(time)
◦ Cost estimates and earned value management實現價值管
理
◦ See Table 1-1 for many more
Information Technology Project
Management, Seventh Edition 18
19. 19
Back
Source: textbook
An example of a Project Charter, Scope Statement,
WBS
Source:
https://medium.com/@ajaymanshani3/understanding-work-
breakdown-structure-9eeb4921543c
22. Copyright 2014
There are several ways to define project success:
◦ The project met scope(專案符合目標/範圍 ), time, and
cost goals
◦ The project satisfied the customer/sponsor
◦ The results of the project met its main objective, such as
making or saving a certain amount of money, providing a
good return on investment(投資回報), or simply making
the sponsors happy(贊助商高興)
Information Technology Project
Management, Seventh Edition 22
23. Copyright 2014
A program is “a group of related projects managed in
a coordinated way(協調方式管理) to obtain benefits
and control not available from managing them
individually” (PMBOK® Guide, Fifth Edition, 2012)
A program manager provides leadership and direction
for the project managers heading the projects within
the program
Examples of common programs in the IT field include
infrastructure, applications development, and user
support
Information Technology Project
Management, Seventh Edition 23
Celeste: a national company IT
infrastructure migration to hybrid cloud
24. Copyright 2014
Project managers work with project sponsors(專案
贊助者), project team, and other people involved
in a project to meet project goals
Program managers oversee監視programs; often
act as bosses for project managers
Information Technology Project
Management, Seventh Edition 24
Program managers
Project managers
25. Copyright 2014
Information Technology Project
Management, Seventh Edition 25
1. People skills
2. Leadership
3. Listening
4. Integrity(誠信), ethical behavior(道德行為), consistent
5. Strong at building trust
6. Verbal communication
7. Strong at building teams
8. Conflict resolution(解決衝突), conflict management
9. Critical thinking(批判性思考), problem solving
10. Understands, balances priorities(優先權)
26. Copyright 2014
As part of project portfolio組合management,
organizations group and manage projects and
programs as:
◦ a portfolio of investments(投資組合) that contribute to
the entire enterprise’s success
Information Technology Project
Management, Seventh Edition 26
Celeste: e.g. to achieve a specific
strategic goal
27. Portfolio, programs and projects
Source: PMI, 2017, “A guide to the project management body of knowledge
(PMBOK guide),” Sixth edition, Newtown Square, PA: Project Management
Institute, Inc.
Projects
Programs
Portfolio
33. Copyright 2014
Explain why we need projects, what a project is,
when is the end of a project.
◦ A project is a temporary endeavor undertaken to create a
unique product, service, or result
Provide examples of IT projects, list various
attributes of projects屬性,
Define the meaning of project management,
explain why project management is important,
project management framework,
◦ Project management is the application of knowledge,
skills, tools, and techniques to project activities to meet
project requirements
Discuss the relationship between project專案,
program計劃, and portfolio組合management
Information Technology Project
Management, Seventh Edition 33
Edited by: Celeste Ng, 2018
Project management is the application of knowledge, skills, tools,
and techniques to project activities to meet project requirements
A project is a temporary endeavor undertaken to create
a unique product, service, or result