Three months long internship at Open Knowledge Nepal to build Open Data Nepal portal using CKAN for the partial fulfillment of Bachelor's Degree in Computer Science and Information Technology .
This document contains the resume of Rakesh C S. It summarizes his career objective as an innovative thinker and multi-dimensional professional with 5+ years of experience as an Analyst Programmer. It then lists his skills in SQL, databases like SQL Server 2008/2012, and tools like Microsoft SQL Server. It details his work experience as a Senior Software Analyst with Cenduit India Services Pvt Ltd where he performed tasks like database development, report creation, and training. It also lists 3 projects with descriptions of his roles and responsibilities.
This document provides an overview of Microsoft Project and project management. It defines what a project is and discusses key aspects of Microsoft Project including its features for creating budgets, assigning resources to tasks, tracking progress, and generating reports. It also outlines Microsoft Project's capabilities for scheduling, analyzing resource utilization, setting baselines, and customizing reports. Finally, it briefly discusses Microsoft Project's interfaces, collaboration with SharePoint, and architecture.
Department Project Server Overview Part 1Mike Wienold
Project Server 2010 provides an overview of Project Server and Project Web App (PWA) for managing projects. It allows sharing project plans across a team using a shared database rather than individual files. Project Server integrates with SharePoint for collaboration features. PWA allows viewing and basic editing of projects through a browser. Project Professional provides full project management capabilities from the desktop. The document discusses using Project Server with the IEE Project Plan strategy of single-owner plans, master plans, and cross-project dependencies to improve project management.
Department Project Server Overview Part 2Mike Wienold
This document provides an overview of Project Server and Project Web App. It discusses how SharePoint project sites are created from templates when a project is published and can be used as a central location for all project information. It describes how to navigate to project sites from Project Center, Project Web, or a project plan. It also covers Project Server web parts, custom lists, performance scoring, and weekly status reports. Finally, it outlines upcoming training, licensing, and functionality needs.
Microsoft Project Server is a project management software that allows organizations to manage projects, portfolios, work, and resources. It consists of a server component that can be accessed through Project Professional or Project Web App clients. Users interact with projects, tasks, schedules and resources through Project Web App, which utilizes Project Server and SharePoint. Project Server stores data in databases and exposes its functionality through a Project Server Interface API that clients can use to access and modify project data programmatically.
Effectively Managing Enterprise Projects w/ Project ServerDux Raymond Sy
This document provides an overview of a presentation on effectively managing enterprise projects with Microsoft Project Server. The presentation objectives are to learn how to build an enterprise project management solution using Project Server, create a portfolio of projects, manage resources across projects, facilitate collaboration, track risks and issues, and monitor and analyze project performance. The presentation will discuss how Project Server can be used to initiate and plan projects, facilitate team collaboration, track project status, and report on projects. It will also address how to set up enterprise standards in Project Server and provide an overview of typical project tracking and reporting.
Sitong Ge is seeking a full-time software engineer position with strong skills in Java/J2EE technologies, SQL, and MongoDB. Ge has a Master's degree in Computer Science from USC and has developed several projects including an event search and recommendation engine using Java servlets, RESTful APIs, and MongoDB. Ge has experience working independently and as part of a team through internships and past work experience programming PLC systems.
Microsoft Project Professional & Project Server 2013 for Project ManagersAmarnath Gupta
This one-day training course teaches project managers how to use Microsoft Project Professional 2013 in a Project Server environment. The course covers how to create and publish project plans to Project Server to enable collaboration, as well as how to manage project documents, issues, risks, and track deliverables within Project Server. Additional topics include creating project schedules, managing resources and resource assignments, viewing enterprise reports, and using Project Web App for task and project management. The goal is to provide project managers and schedulers with the skills to effectively create, update, and maintain projects using Microsoft Project Professional 2013.
This document contains the resume of Rakesh C S. It summarizes his career objective as an innovative thinker and multi-dimensional professional with 5+ years of experience as an Analyst Programmer. It then lists his skills in SQL, databases like SQL Server 2008/2012, and tools like Microsoft SQL Server. It details his work experience as a Senior Software Analyst with Cenduit India Services Pvt Ltd where he performed tasks like database development, report creation, and training. It also lists 3 projects with descriptions of his roles and responsibilities.
This document provides an overview of Microsoft Project and project management. It defines what a project is and discusses key aspects of Microsoft Project including its features for creating budgets, assigning resources to tasks, tracking progress, and generating reports. It also outlines Microsoft Project's capabilities for scheduling, analyzing resource utilization, setting baselines, and customizing reports. Finally, it briefly discusses Microsoft Project's interfaces, collaboration with SharePoint, and architecture.
Department Project Server Overview Part 1Mike Wienold
Project Server 2010 provides an overview of Project Server and Project Web App (PWA) for managing projects. It allows sharing project plans across a team using a shared database rather than individual files. Project Server integrates with SharePoint for collaboration features. PWA allows viewing and basic editing of projects through a browser. Project Professional provides full project management capabilities from the desktop. The document discusses using Project Server with the IEE Project Plan strategy of single-owner plans, master plans, and cross-project dependencies to improve project management.
Department Project Server Overview Part 2Mike Wienold
This document provides an overview of Project Server and Project Web App. It discusses how SharePoint project sites are created from templates when a project is published and can be used as a central location for all project information. It describes how to navigate to project sites from Project Center, Project Web, or a project plan. It also covers Project Server web parts, custom lists, performance scoring, and weekly status reports. Finally, it outlines upcoming training, licensing, and functionality needs.
Microsoft Project Server is a project management software that allows organizations to manage projects, portfolios, work, and resources. It consists of a server component that can be accessed through Project Professional or Project Web App clients. Users interact with projects, tasks, schedules and resources through Project Web App, which utilizes Project Server and SharePoint. Project Server stores data in databases and exposes its functionality through a Project Server Interface API that clients can use to access and modify project data programmatically.
Effectively Managing Enterprise Projects w/ Project ServerDux Raymond Sy
This document provides an overview of a presentation on effectively managing enterprise projects with Microsoft Project Server. The presentation objectives are to learn how to build an enterprise project management solution using Project Server, create a portfolio of projects, manage resources across projects, facilitate collaboration, track risks and issues, and monitor and analyze project performance. The presentation will discuss how Project Server can be used to initiate and plan projects, facilitate team collaboration, track project status, and report on projects. It will also address how to set up enterprise standards in Project Server and provide an overview of typical project tracking and reporting.
Sitong Ge is seeking a full-time software engineer position with strong skills in Java/J2EE technologies, SQL, and MongoDB. Ge has a Master's degree in Computer Science from USC and has developed several projects including an event search and recommendation engine using Java servlets, RESTful APIs, and MongoDB. Ge has experience working independently and as part of a team through internships and past work experience programming PLC systems.
Microsoft Project Professional & Project Server 2013 for Project ManagersAmarnath Gupta
This one-day training course teaches project managers how to use Microsoft Project Professional 2013 in a Project Server environment. The course covers how to create and publish project plans to Project Server to enable collaboration, as well as how to manage project documents, issues, risks, and track deliverables within Project Server. Additional topics include creating project schedules, managing resources and resource assignments, viewing enterprise reports, and using Project Web App for task and project management. The goal is to provide project managers and schedulers with the skills to effectively create, update, and maintain projects using Microsoft Project Professional 2013.
Aayush Sinha has over 8 years of experience as a software professional. He currently works as a Team Leader and Product Owner at SLK Software Services. He has extensive experience in requirements gathering, product ownership, and managing projects from end to end. Aayush has expertise in databases like Oracle and DB2, and languages like SQL and PL/SQL. He has successfully delivered several projects in supply chain and manufacturing domains.
Gajalakshmi Kumar has over 4 years of experience in software development using technologies like Java, J2EE, Spring, Hibernate, Play, Oracle, and SQL Server. She has expertise in all phases of application development including designing applications and databases. Some of her project experience includes developing websites for Maersk and GE, migrating data from SQL Server to Oracle for GE Water, and functional testing for the DHL-IEO application. She is dedicated, innovative, and has strong problem solving, analytical, and time management skills.
Achin Singhal has over 4 years of experience as a Software Engineer with skills in data warehousing, business intelligence, Informatica, Netezza, SQL, and Linux. He currently works as a consultant for Capgemini on the BOBI project for AT&T, where he independently handles issues and requirements. Previously he worked on data warehouse projects for IBM and TCS involving ETL processes and loading data into databases like Netezza and Oracle.
Starting a Drupal 8 Project? Let’s do a Technical Discovery - DrupalConAsia 2...Ravindra Singh
When we are going to start a Drupal 8 project, we need to plan before we can actually start development. Will be talking about a case study around a project that we recently completed. We were asked to move a media publishing website from Drupal 6 to Drupal 8.
Laxmikant Sahu is seeking a position that utilizes his 5 years of experience in technology domains including banking, financial services, data warehousing, and enterprise information platforms. He has expertise in Informatica ETL tools and fundamentals of SQL, PL/SQL, Teradata, Autosys, and DIS Scheduler. His career highlights include various roles as a senior developer and associate where he developed mappings, sessions, workflows, and loaded data from SQL Server to Oracle and Oracle to Teradata. He has a Bachelor's Degree in Electronics and Telecommunication and is a quick learner, hardworking, and able to work independently and as part of a team.
This document provides an overview of a course on building a real data product. The goals are to apply skills from previous courses, use a real-world dataset to build a predictive model, and present the completed project. Students will build a book recommendation system using Goodreads data. The workflow involves ingesting data, wrangling it, building a recommender model using matrix factorization, and creating reports with the results.
This document is a resume for Suvaradipta Sadhukhan that includes personal details, education history, skills, and professional experience. It summarizes his 5 years of experience as a PL/SQL Developer and DBA, including current work with Elogix Software developing a chemical registration system using Oracle 11g. Previous roles involved master data management projects using Oracle 11g and Postgresql for clients like Mjunction and the government of Daman and Diu.
SPS Ottawa 2019: From the field: Modernize your SharePoint Intranet with Shar...Nicolas Georgeault
n order to migrate an old Intranet from SharePoint 2007 to SharePoint Online, we had to built a fresh new agile strategy using the Power Platform. During this session, you will learn how Quebec Alcohol Corporation built a new modern intranet with the power of PowerApps. The 406 stores are using a Gantt calendar view to see all critical and important activities like products retirement. This Calendar was first a mockup we delivered in a couple of days before delivering the real application.
During this session you will learn how to use PowerApps to start modernizing your digital desktop but we will also cover the Governance we have had to think about to insure the environment works correctly.
Shuchi Agrawal has over 7 years of experience working as a project leader and technical lead on various projects. They have expertise in technologies such as Teradata, SQL, PL/SQL, Netezza, and Unix. Some of the key projects they worked on include database remodeling for Walgreens, Teradata upgrades, apparel transformation for ToysRUs, and generating weekly reports for Nielsen Online. They have a degree in electrical engineering and certifications in project management and Netezza.
This document provides an overview of a proposed CunyPlus+ web application project. The project aims to create a communication tool for connecting CUNY students across different schools who share majors and interests. The presentation outlines the current problems students face in communicating within the CUNY system, the motivation and mission for the project, and technical details of the project including the tech stack, database models, and ongoing development plans. It also includes demos of the app's functionality and contact information for the project team.
I-Fan Chu has over 10 years of experience as a software engineer and technical staff member at VMware, Oracle, and Bank of New York Mellon. He has expertise in Java, Python, C#, and Objective-C and has worked on projects involving distributed systems, cloud infrastructure, and mobile applications. Chu holds an MS in Information Technology from Carnegie Mellon University and an MS in Civil Engineering from National Taiwan University.
Reshma Ashok Bhalekar has 4 years of experience developing applications with SharePoint 2010, 2013, InfoPath and .NET. She has skills in technologies like ASP.Net, C#.Net, SQL Server and tools like Visual Studio. She has worked on projects involving building portals and management systems for various organizations using SharePoint and InfoPath. She has experience in designing forms, creating lists and libraries, developing pages and providing documentation.
Rajesh Chaudhary is a senior software engineer with over 4 years of experience in application design, development, project execution, and client servicing. He is currently working at Temenos in Bangalore and has previously worked at IBM, where he received excellent performance reviews. He has skills in requirements gathering, software design, database management, and programming languages like Java, C++, and SQL. His academic qualifications include a B.Tech in Information Technology from NIT Durgapur. He is seeking new opportunities in product development and software engineering.
The document provides a summary of an individual's career profile. It includes details of their technical experience working as a trainee and software engineer, roles and responsibilities in previous positions, technical skills which include programming languages, technologies and tools used. It also summarizes the individual's academic qualifications and strengths. The career objective is to contribute skills and knowledge to help organizations succeed.
This document contains the professional summary and details of Anu Kumari. It outlines her over 4 years of experience as an IT Analyst at Tata Consultancy Services working on banking and financial software projects. It describes her roles and responsibilities which include requirements analysis, system design, development, testing, production support, and leading a team. It also provides details of two projects she worked on - GAN and DCP for American Express, the technologies used, and her contributions to those projects. Lastly, it includes her educational qualifications and training.
This curriculum vitae outlines Luthfi Mohamad Latief's education and work experience. He received a Bachelor's degree in Information Systems from Bina Nusantara University in 2012. His work experience includes positions as a System Analyst, Data Analyst, and Business Analyst. He is proficient in languages such as Java, ASP.NET, PHP, and databases including MySQL, Oracle, and PostgreSQL.
The document describes Nubu Paper Review WebApp, which allows for online collaboration on reviewing papers and conducting research. The webapp allows users to make annotations and collaborate on reading materials stored in Google Drive. It uses Google Drive API to access and store paper documents, annotations, collaborations and sessions. The webapp authentication is done through Google accounts and assigns user roles of session initiator or collaborator with different privileges. Technologies used include Google Drive API, OAuth 2.0, and pdf.js for rendering PDFs from Drive.
Nirdesh Kulshreshtha is a software engineer with over 2 years of experience working at Orange Business Services. He has a Bachelor's degree in technology and has experience working on projects involving technologies like Java, ColdFusion, SQL, and Oracle. His responsibilities have included requirement analysis, testing, maintenance, and vendor management. He aims to utilize his capabilities while continuing to learn and grow with an organization.
Akshay Ambagade is a Software Developer with over 5 years of experience working with technologies like Informatica Power Center, SQL, and Oracle Database. He is seeking a creative and challenging position that allows for self-improvement and leadership. His experience includes data warehousing projects involving impact analysis, ETL mapping, and building a data quality repository for a banking module. He has a Bachelor's degree in Electronics and Communication Engineering and technical skills in Windows, SQL, Oracle, and Informatica Power Center.
Sangeeta Dhillon is seeking new opportunities as a Software Developer after 2 years of experience developing .NET applications. Her skills include reviewing project plans, managing backups and security, uploading websites using FTP, and developing custom web and desktop applications. She has experience with C#, ASP.NET, HTML, CSS, JavaScript, SQL Server, AJAX and jQuery. She holds an MBA and BCA and has developed several web and desktop applications individually and in teams.
Working with Open Data in Nepal | Open Data Awareness Programshubham ghimire
Open Data Curriculum
Open Data Manual
About the Program
Open Data Awareness Program aims to raise awareness about the concept and usage of open data to Nepal’s digital natives (university students from different academic backgrounds), who are the potential future decision-makers in government, civil society, and the private sector.
Nutrition Information Aggregatior | Final Year Projectshubham ghimire
This document summarizes a student project to develop a nutrition information aggregator. It outlines the current problem of lack of detailed child nutrition data and lack of an aggregation platform. The project aims to make nutrition data available to various users, analyze the data to identify areas needing attention, and notify parents about child immunization schedules. The methodology uses agile development practices. Modules include administration, user, nutrition calculation, immunization notifications, and visualization. The project will develop features like a BMI calculator, district rankings, notifications, and tracking of a child's progress.
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Aayush Sinha has over 8 years of experience as a software professional. He currently works as a Team Leader and Product Owner at SLK Software Services. He has extensive experience in requirements gathering, product ownership, and managing projects from end to end. Aayush has expertise in databases like Oracle and DB2, and languages like SQL and PL/SQL. He has successfully delivered several projects in supply chain and manufacturing domains.
Gajalakshmi Kumar has over 4 years of experience in software development using technologies like Java, J2EE, Spring, Hibernate, Play, Oracle, and SQL Server. She has expertise in all phases of application development including designing applications and databases. Some of her project experience includes developing websites for Maersk and GE, migrating data from SQL Server to Oracle for GE Water, and functional testing for the DHL-IEO application. She is dedicated, innovative, and has strong problem solving, analytical, and time management skills.
Achin Singhal has over 4 years of experience as a Software Engineer with skills in data warehousing, business intelligence, Informatica, Netezza, SQL, and Linux. He currently works as a consultant for Capgemini on the BOBI project for AT&T, where he independently handles issues and requirements. Previously he worked on data warehouse projects for IBM and TCS involving ETL processes and loading data into databases like Netezza and Oracle.
Starting a Drupal 8 Project? Let’s do a Technical Discovery - DrupalConAsia 2...Ravindra Singh
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This document provides an overview of a course on building a real data product. The goals are to apply skills from previous courses, use a real-world dataset to build a predictive model, and present the completed project. Students will build a book recommendation system using Goodreads data. The workflow involves ingesting data, wrangling it, building a recommender model using matrix factorization, and creating reports with the results.
This document is a resume for Suvaradipta Sadhukhan that includes personal details, education history, skills, and professional experience. It summarizes his 5 years of experience as a PL/SQL Developer and DBA, including current work with Elogix Software developing a chemical registration system using Oracle 11g. Previous roles involved master data management projects using Oracle 11g and Postgresql for clients like Mjunction and the government of Daman and Diu.
SPS Ottawa 2019: From the field: Modernize your SharePoint Intranet with Shar...Nicolas Georgeault
n order to migrate an old Intranet from SharePoint 2007 to SharePoint Online, we had to built a fresh new agile strategy using the Power Platform. During this session, you will learn how Quebec Alcohol Corporation built a new modern intranet with the power of PowerApps. The 406 stores are using a Gantt calendar view to see all critical and important activities like products retirement. This Calendar was first a mockup we delivered in a couple of days before delivering the real application.
During this session you will learn how to use PowerApps to start modernizing your digital desktop but we will also cover the Governance we have had to think about to insure the environment works correctly.
Shuchi Agrawal has over 7 years of experience working as a project leader and technical lead on various projects. They have expertise in technologies such as Teradata, SQL, PL/SQL, Netezza, and Unix. Some of the key projects they worked on include database remodeling for Walgreens, Teradata upgrades, apparel transformation for ToysRUs, and generating weekly reports for Nielsen Online. They have a degree in electrical engineering and certifications in project management and Netezza.
This document provides an overview of a proposed CunyPlus+ web application project. The project aims to create a communication tool for connecting CUNY students across different schools who share majors and interests. The presentation outlines the current problems students face in communicating within the CUNY system, the motivation and mission for the project, and technical details of the project including the tech stack, database models, and ongoing development plans. It also includes demos of the app's functionality and contact information for the project team.
I-Fan Chu has over 10 years of experience as a software engineer and technical staff member at VMware, Oracle, and Bank of New York Mellon. He has expertise in Java, Python, C#, and Objective-C and has worked on projects involving distributed systems, cloud infrastructure, and mobile applications. Chu holds an MS in Information Technology from Carnegie Mellon University and an MS in Civil Engineering from National Taiwan University.
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Rajesh Chaudhary is a senior software engineer with over 4 years of experience in application design, development, project execution, and client servicing. He is currently working at Temenos in Bangalore and has previously worked at IBM, where he received excellent performance reviews. He has skills in requirements gathering, software design, database management, and programming languages like Java, C++, and SQL. His academic qualifications include a B.Tech in Information Technology from NIT Durgapur. He is seeking new opportunities in product development and software engineering.
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This curriculum vitae outlines Luthfi Mohamad Latief's education and work experience. He received a Bachelor's degree in Information Systems from Bina Nusantara University in 2012. His work experience includes positions as a System Analyst, Data Analyst, and Business Analyst. He is proficient in languages such as Java, ASP.NET, PHP, and databases including MySQL, Oracle, and PostgreSQL.
The document describes Nubu Paper Review WebApp, which allows for online collaboration on reviewing papers and conducting research. The webapp allows users to make annotations and collaborate on reading materials stored in Google Drive. It uses Google Drive API to access and store paper documents, annotations, collaborations and sessions. The webapp authentication is done through Google accounts and assigns user roles of session initiator or collaborator with different privileges. Technologies used include Google Drive API, OAuth 2.0, and pdf.js for rendering PDFs from Drive.
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Working with Open Data in Nepal | Open Data Awareness Programshubham ghimire
Open Data Curriculum
Open Data Manual
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Open Data Awareness Program aims to raise awareness about the concept and usage of open data to Nepal’s digital natives (university students from different academic backgrounds), who are the potential future decision-makers in government, civil society, and the private sector.
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This document summarizes a student project to develop a nutrition information aggregator. It outlines the current problem of lack of detailed child nutrition data and lack of an aggregation platform. The project aims to make nutrition data available to various users, analyze the data to identify areas needing attention, and notify parents about child immunization schedules. The methodology uses agile development practices. Modules include administration, user, nutrition calculation, immunization notifications, and visualization. The project will develop features like a BMI calculator, district rankings, notifications, and tracking of a child's progress.
The objectives of DVFS is:
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- To use the optimal operating frequency and voltage to allow a task to be performed in the required amount of time.
- To maximize battery life and longevity of devices while still maintaining ready compute performance availability.
The document provides an overview of cybercrime, including its history, types, and how to protect against it. It discusses how the internet has led to new opportunities but also new crimes like identity theft. Various types of cybercrime are outlined such as hacking, phishing, and cyberbullying. The document also discusses cybercrime in Nepal and provides safety tips like using antivirus software and strong passwords. It emphasizes that awareness is key to avoiding becoming a victim of cybercrime.
Virtual functions allow derived classes to override base class functions. A virtual function is declared with the virtual keyword in the base class and redefined in derived classes. When called via a base class pointer, the correct overridden function in the derived class will be called based on the actual object type. Pure virtual functions are declared with =0 and force derived classes to provide an implementation. Virtual functions enable runtime polymorphism in C++.
There is a dilemma around whether to fire or retain Mr. Ramesh R. Joshi, a department manager at Nepal Lever Ltd. who has worked there for 25 years. While he is extremely dedicated, knowledgeable, and essential to the company, he is also high-tempered, rude, and belittling towards employees. His behavior has resulted in many complaints and a high employee turnover rate in his department. However, he is nearing retirement in 7 years, so the company must decide whether to fire him immediately or allow him to continue working until his planned retirement.
The document discusses the external environment that affects businesses. It defines the external environment as factors outside a business's direct control that can indirectly influence it. The external environment is divided into the micro and macro environment.
The micro environment includes factors close to the business like customers, employees, suppliers, shareholders, media, and competitors that directly impact operations. The macro environment comprises broader forces like political, economic, social, technological, legal, environmental, and ethical factors influencing the context for a business. Both the micro and macro environments are important for a business to understand to adapt to its surroundings.
The document provides tips for writing effectively in examinations. It advises writers to give examiners what they want by displaying knowledge of required terminology without using jargon. Writers should focus on the task, avoid unnecessary introductions, and analyze the exam's objective and audience. When writing, thinkers should select appropriate material, arrange it well, and express it accurately and clearly. The document also provides specific tips for technical writing, English language, and communication exams which involve summarization, essays, reported speech, letters and more. Proper planning, outlining, and editing are emphasized.
There are 40,000 to 60,000 NGOs in Nepal but previously there was no centralized directory of information about them. NGOs in Nepal aims to be a comprehensive directory to help connect organizations, volunteers, donors and others. It was created by Anton Fjodorov, a Swedish volunteer, to make it easier for people to find and support local non-profits. The directory features a map, search tags, and detailed profiles for each NGO. Users can also add new NGO listings or post volunteer and donation opportunities.
IPSec is a framework that provides security for communications over IP networks by authenticating and encrypting traffic between hosts. It protects against attacks on private networks and the internet through end-to-end encryption and authentication of data. IPSec uses protocols like AH and ESP to authenticate and encrypt data flowing in transport or tunnel mode between endpoints or gateways. It was created to address security issues in IPv4 like eavesdropping, data modification, spoofing and denial of service attacks.
Functional Parameter & Scheduling Hierarchy | Real Time Systemshubham ghimire
This document discusses functional parameters and scheduling hierarchy for real-time systems. It describes key parameters like preemptivity and criticality of jobs, optional executions, and laxity types. It also discusses parameters of resources like preemptivity and the resource graph. The scheduling hierarchy involves a task graph, resource graph, and scheduling algorithms. The scheduler implements algorithms to schedule jobs and allocate resources according to precedence, timing, and resource constraints to produce a valid schedule if the job set is feasible. Performance is measured by metrics like lateness and miss rates.
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
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Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
State of Artificial intelligence Report 2023kuntobimo2016
Artificial intelligence (AI) is a multidisciplinary field of science and engineering whose goal is to create intelligent machines.
We believe that AI will be a force multiplier on technological progress in our increasingly digital, data-driven world. This is because everything around us today, ranging from culture to consumer products, is a product of intelligence.
The State of AI Report is now in its sixth year. Consider this report as a compilation of the most interesting things we’ve seen with a goal of triggering an informed conversation about the state of AI and its implication for the future.
We consider the following key dimensions in our report:
Research: Technology breakthroughs and their capabilities.
Industry: Areas of commercial application for AI and its business impact.
Politics: Regulation of AI, its economic implications and the evolving geopolitics of AI.
Safety: Identifying and mitigating catastrophic risks that highly-capable future AI systems could pose to us.
Predictions: What we believe will happen in the next 12 months and a 2022 performance review to keep us honest.
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
2. Organization Overview
● Open Knowledge Nepal is as a non-profit civic tech organization comprised of openness
aficionados.
● Local chapter of Open Knowledge International since February 2013.
● The organization has been involved in research, advocacy, training, workshops and developing
tools related to open knowledge.
● Provide data services and solutions and specialized in solving data related problems.
3. Problem Statement
● Demand side of the data is increasing but lack of a central data catalog makes the task of searching
and using data more difficult.
● Data are not readily available and are in non-machine-readable formats like PDFs, images etc.
● Government data scattered into the websites of different public agencies.
● Licensing condition are not included in data.
● Data are not permanently available.
4. Objectives
● To make available all the data perpetually in a single centralized hub.
● To generate interactive visualizations of the datasets for insight and embedding.
● To provide data and information in structured, usable and machine readable formats like CSV,
JSON, XML, TSV.
● To provide Data APIs to allow for more sophisticated online querying and interaction with
datasets
● To provide metadata, meta-description and data dictionary along with each dataset for better
understanding.
● To provide a rich search experience which allows for quick ‘Google-style’ keyword search as
well as faceting by tags, categories, licensing and browsing between related datasets.
5. Technology Used
● CKAN
● Github
● PostgreSQL
● Filezilla
● Azure
● Google Sheets
● Slack
● Apache and Nginx
7. Responsibility
● Configure CKAN in Local Server and Azure Cloud Server.
● Managing CKAN Plugins.
● Deploying change sets from Local Server to Production Server.
● Configure Apache and Nginx in Azure.
8. Task process
● PM assigns the tasks through Spreadsheet with the description and deadline.
● Research and start working on the given task.
● Database design and mockup are made ready when requirements are made clear.
● After the assigned task is completed, notify the PM about the task completion.
● PM goes through the completed task and decides to approve or disapprove the task.
● If the task gets approved, new task is assigned. If the task is not approved, the PM puts the reason
behind it and asks to re-work on the task.
● New features pushed to the deployed site.
10. Discussion & Recommendation
● The beta version of Open Data Portal is currently live on website: www.opendatanepal.com.
● Since the project was majorly based on data, the system should not make any mistakes while
processing datasets, creating visualizations and managing API.
● The main problem I faced was during the configuration of CKAN in Azure as there arises many
bugs and we have to fix them one by one.
11. Conclusion
● Completed the three months long internship at Open Knowledge Nepal as a Developer and was
involved in the development of a project named Open Data Nepal.
● This project in turn has boosted my confidence in handling any of the projects that include these
technologies.
● Azure helps me understand cloud computing better.
● All in all, it was a great internship experience as it has helped me to understand how a complete
portal is developed.
● It has expanded my horizon of knowledge on solving problems and approaching projects with the
consideration of time and effort.
12. References
Data.gov. (n.d.). Retrieved February 15, 2018, from http://www.data.gov/
Iran Open Data (n.d.). Retrieved February 15, 2018, from http://iranopendata.org/fa/
Open Budgets India. (n.d.). Retrieved February 15, 2018, from http://www.openbudgetsindia.org/