Based upon original presentation by University at Utah, Scan Store and Retrieve documentation from Ithaca College, Document Imaging as a Service publication from SUNY Stonybrook: this is an intro to Document Imaging and Nolij Web at University at Albany in MS Powerpoint
The document proposes a method for extracting and integrating information from different websites using crowdsourcing. It involves using a DOM tree analysis and K-means clustering to identify keywords. Crowdsourcing is then used twice: first to select keywords and then to label data and generate extraction rules. An experiment on books, movies, and music websites showed the method could accurately extract data up to 98%. The method reduces the workload for individual workers and costs compared to previous methods.
Web Information Network Extraction and AnalysisTim Weninger
Tim Weninger presents a tutorial on information network analysis and extraction from the semi-structured web. The tutorial covers preliminaries on information extraction and integration from web pages and social networks. It also discusses ranking, clustering, and analyzing the structure and content of information on the web.
This document provides details for planning the imaging and digitization of paper documents for a university department. It requests information about document types, volumes, storage, indexing, retention policies, and user access needs. An estimated volume of documents is requested to help determine scanning requirements. Details are also asked about document preparation, page sizes, and whether scanning will be done internally or outsourced. The goal is to understand the full scope of the digitization project to properly configure the document management system.
This document provides a user guide for OfficeBox. It summarizes the key features and functions of OfficeBox including:
- User and admin modes for managing files and accounts
- Main folders like My Folder for personal files, Shared Folders for collaboration, and Guest Folders for external sharing
- File management features like uploading, downloading, creating file links, editing and deleting files
- Admin features for shared folders, user accounts, logging and system settings
The guide is organized into chapters that explain how to get started, navigate the interface, and use the different folders and features in OfficeBox. It provides step-by-step instructions on common tasks.
This document provides an overview of network and data communication topics, including:
- Networks allow devices to share resources and exchange files by interconnecting computers and devices either locally or on a large scale.
- Common network devices include hubs, bridges, switches, and routers that connect end-user devices like computers and printers.
- The Internet is a global network that allows access to online information and resources to support teaching and learning through tools, lectures, and multimedia.
- Search engines and browsers facilitate finding and accessing online information through the use of URLs, keywords, and favorites. Electronic mail and documents tools like Gmail and Google Docs further enhance online communication and collaboration.
This document provides an overview of Microsoft Access, including how to start Access, the main elements of the Access program window, and how to navigate and manage objects within an Access database. It describes Access as a software application used to create and manage computerized databases. It explains that the main elements of the Access program window are the quick access toolbar, ribbon, navigation pane, and status bar. The navigation pane displays all database objects organized into groups, and allows users to open, rename and delete objects.
The document is an introduction to a series on document understanding presented by Mukesh Kala. It discusses what documents are, different types of documents including structured, semi-structured, and unstructured documents. It then covers topics like rule-based and model-based data extraction, optical character recognition, challenges in document understanding, and the document understanding framework which involves taxonomy, digitization, classification, extraction, validation, and training steps.
The document provides an introduction and overview of databases. It defines what a database is, distinguishes between data and information, and explains the purpose of database systems. It describes different types of databases, considerations for selecting a database management system, and key database concepts such as fields, records, tables, and relationships. The document also discusses quality control and includes an agenda for hands-on practice with database concepts and functions in Microsoft Access.
The document proposes a method for extracting and integrating information from different websites using crowdsourcing. It involves using a DOM tree analysis and K-means clustering to identify keywords. Crowdsourcing is then used twice: first to select keywords and then to label data and generate extraction rules. An experiment on books, movies, and music websites showed the method could accurately extract data up to 98%. The method reduces the workload for individual workers and costs compared to previous methods.
Web Information Network Extraction and AnalysisTim Weninger
Tim Weninger presents a tutorial on information network analysis and extraction from the semi-structured web. The tutorial covers preliminaries on information extraction and integration from web pages and social networks. It also discusses ranking, clustering, and analyzing the structure and content of information on the web.
This document provides details for planning the imaging and digitization of paper documents for a university department. It requests information about document types, volumes, storage, indexing, retention policies, and user access needs. An estimated volume of documents is requested to help determine scanning requirements. Details are also asked about document preparation, page sizes, and whether scanning will be done internally or outsourced. The goal is to understand the full scope of the digitization project to properly configure the document management system.
This document provides a user guide for OfficeBox. It summarizes the key features and functions of OfficeBox including:
- User and admin modes for managing files and accounts
- Main folders like My Folder for personal files, Shared Folders for collaboration, and Guest Folders for external sharing
- File management features like uploading, downloading, creating file links, editing and deleting files
- Admin features for shared folders, user accounts, logging and system settings
The guide is organized into chapters that explain how to get started, navigate the interface, and use the different folders and features in OfficeBox. It provides step-by-step instructions on common tasks.
This document provides an overview of network and data communication topics, including:
- Networks allow devices to share resources and exchange files by interconnecting computers and devices either locally or on a large scale.
- Common network devices include hubs, bridges, switches, and routers that connect end-user devices like computers and printers.
- The Internet is a global network that allows access to online information and resources to support teaching and learning through tools, lectures, and multimedia.
- Search engines and browsers facilitate finding and accessing online information through the use of URLs, keywords, and favorites. Electronic mail and documents tools like Gmail and Google Docs further enhance online communication and collaboration.
This document provides an overview of Microsoft Access, including how to start Access, the main elements of the Access program window, and how to navigate and manage objects within an Access database. It describes Access as a software application used to create and manage computerized databases. It explains that the main elements of the Access program window are the quick access toolbar, ribbon, navigation pane, and status bar. The navigation pane displays all database objects organized into groups, and allows users to open, rename and delete objects.
The document is an introduction to a series on document understanding presented by Mukesh Kala. It discusses what documents are, different types of documents including structured, semi-structured, and unstructured documents. It then covers topics like rule-based and model-based data extraction, optical character recognition, challenges in document understanding, and the document understanding framework which involves taxonomy, digitization, classification, extraction, validation, and training steps.
The document provides an introduction and overview of databases. It defines what a database is, distinguishes between data and information, and explains the purpose of database systems. It describes different types of databases, considerations for selecting a database management system, and key database concepts such as fields, records, tables, and relationships. The document also discusses quality control and includes an agenda for hands-on practice with database concepts and functions in Microsoft Access.
This document discusses file management and data organization. It covers moving and copying files between folders and storage devices, searching for files using wildcards, understanding different file formats, sorting files, and working with multiple applications simultaneously. The key topics covered are moving and copying files, searching for files in different ways, recognizing file extensions, sorting files by name, size and date, and opening multiple applications at once in Windows.
OpenKM is a Free/Libre document management system that provides a web interface for managing arbitrary files. OpenKM includes a content repository, Lucene indexing, and jBPM workflow. The OpenKM system was developed using Java technology.
A document management system (DMS) is a computer system used to store and track electronic documents. It allows organizations to digitally manage documents through their creation, distribution, and deletion. Key benefits include cost savings from less paper usage, improved search and security of documents, and audit trails showing who accessed or updated documents. Document management systems also enable remote access to documents and enhance staff productivity, cost reductions, knowledge sharing, and corporate transparency.
Document level security is important in search based applications to restrict access to confidential documents. There are two main access control models - discretionary access control (DAC) and non-discretionary access control (role based access control). For DAC, the document owner controls access and late binding with an externalized access control list (ACL) stored as a bit array is efficient for dynamic ACLs. For role based access control, early binding with ACLs stored with document objects works well for static roles and ACLs. Caching and optimized ACL representations are important to minimize security filtering delays during search.
This document is a user guide for OfficeBox that provides an overview of its features and how to use it. It describes the main components of the user interface and how to perform basic functions like uploading and downloading files, creating file links, editing or deleting files, and copying or moving files between folders. It also explains the different types of folders like My Folder, Shared Folders, and Guest Folders.
Windows 98 is a consumer-oriented operating system developed by Microsoft as part of its Windows 9x family. The document discusses several key features of Windows 98 including logging on to a network, the desktop interface, icons, using Windows Explorer to access files and folders, finding files and folders using the search option, creating shortcuts to files and programs, and using Briefcase to synchronize files between computers.
The document provides an overview of the history and development of the Internet from its origins as a US Defense Department project to connect scientists, its commercial opening in 1992, and its subsequent rapid expansion globally; it describes common uses of the Internet like email, research sharing, marketing, and gathering information; and it outlines basics of using the Internet through web browsers, searching, and communicating via email with features like sending, receiving, replying and forwarding messages.
A Novel methodology for handling Document Level Security in Search Based Appl...lucenerevolution
Document level security is important in search based applications to restrict access to confidential documents. There are two main access control models - discretionary access control (DAC) and non-discretionary access control. For DAC, the document owner can specify access for each user, while role-based access control uses pre-defined roles. Multiple solutions exist depending on the access control model and how frequently access control lists (ACLs) change. These include early or late binding of ACLs to documents and storing ACLs internally or externally. The optimal solution balances security and search performance.
how information system is implement in any organizationtayyab3052
This document discusses how to implement an information system in an organization. It describes the key components of an information system including hardware, software, data, people, and telecommunications. It then provides an example of implementing a library management system in an organization. The library management system allows users to add members and books, search the catalog, and check books in and out. Implementing the system requires planning, determining requirements, and defining people's roles. The system provides benefits like easier record keeping but also challenges like needing to update a large database.
The document provides guidance on moving files from a server to SharePoint document libraries. Key points include:
- Each department will designate one or more curators to help employees adopt the new system and maximize collaboration.
- Document libraries offer advantages like version control, security groups, metadata and organizing capabilities. No more than 5,000 objects can be in a library and departments are limited to 2,000 libraries.
- The process involves identifying department files on the server, moving them to a staging area, and creating top-level folders in that area which will become document libraries in SharePoint. Curators can then add folders and files to organize department information.
The document discusses file management in Windows operating systems. It describes how to use the Windows File Explorer to organize and manage files and folders on a computer. Key functions covered include copying, moving, and deleting files using tools on the ribbon toolbar like Home, Share, and View tabs. It also explains how to cut, copy, and paste files between locations, and use keyboard shortcuts to perform common file management tasks.
The document discusses object-oriented programming and how it relates to assembling a computer system from components. It states that object-oriented programming works similarly by making a program up of different self-contained objects that can communicate with each other in predefined ways, just like computer components fit together and communicate. It then provides a problem statement for building an order management system and outlines the contents to be covered related to basic C++ concepts.
This 2-hour lecture was held at Amsterdam University of Applied Sciences (HvA) on October 16th, 2013. It represents a basic overview over core technologies used by ICT companies such as Google, Twitter or Facebook. The lecture does not require a strong technical background and stays at conceptual level.
A presentation detailing a Library Management System (LMS) Project for a Medical Research Council. The function of the Library is to organize and account for all the materials (Books, Journals, Magazines, Publications and Thesis) in the Library.
The system makes use of a Bar coding system to identify materials; used when checking in items.
Martins Jr.
ULIS – Document Manager is a comprehensive toolkit for document management. Document management systems today range in size and scope from small, standalone systems to large scale enterprise-wide configurations serving a global audience. ULIS – Document Manger stays ahead of the competition by releasing free updates every month, meaning you’ll never have to look for new billing software again. We also offer a multitude of professional services for enterprise clients looking for more than just document manager software.
The document provides information about a database course including:
1) An overview of the course content which covers database fundamentals, the relational model, normalization, conceptual modeling, query languages, and advanced SQL topics.
2) Details about the lecturer including their academic background and publications.
3) Assessment details for the course including exams, labs, and project work accounting for 100% of the grade.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
This document discusses file management and data organization. It covers moving and copying files between folders and storage devices, searching for files using wildcards, understanding different file formats, sorting files, and working with multiple applications simultaneously. The key topics covered are moving and copying files, searching for files in different ways, recognizing file extensions, sorting files by name, size and date, and opening multiple applications at once in Windows.
OpenKM is a Free/Libre document management system that provides a web interface for managing arbitrary files. OpenKM includes a content repository, Lucene indexing, and jBPM workflow. The OpenKM system was developed using Java technology.
A document management system (DMS) is a computer system used to store and track electronic documents. It allows organizations to digitally manage documents through their creation, distribution, and deletion. Key benefits include cost savings from less paper usage, improved search and security of documents, and audit trails showing who accessed or updated documents. Document management systems also enable remote access to documents and enhance staff productivity, cost reductions, knowledge sharing, and corporate transparency.
Document level security is important in search based applications to restrict access to confidential documents. There are two main access control models - discretionary access control (DAC) and non-discretionary access control (role based access control). For DAC, the document owner controls access and late binding with an externalized access control list (ACL) stored as a bit array is efficient for dynamic ACLs. For role based access control, early binding with ACLs stored with document objects works well for static roles and ACLs. Caching and optimized ACL representations are important to minimize security filtering delays during search.
This document is a user guide for OfficeBox that provides an overview of its features and how to use it. It describes the main components of the user interface and how to perform basic functions like uploading and downloading files, creating file links, editing or deleting files, and copying or moving files between folders. It also explains the different types of folders like My Folder, Shared Folders, and Guest Folders.
Windows 98 is a consumer-oriented operating system developed by Microsoft as part of its Windows 9x family. The document discusses several key features of Windows 98 including logging on to a network, the desktop interface, icons, using Windows Explorer to access files and folders, finding files and folders using the search option, creating shortcuts to files and programs, and using Briefcase to synchronize files between computers.
The document provides an overview of the history and development of the Internet from its origins as a US Defense Department project to connect scientists, its commercial opening in 1992, and its subsequent rapid expansion globally; it describes common uses of the Internet like email, research sharing, marketing, and gathering information; and it outlines basics of using the Internet through web browsers, searching, and communicating via email with features like sending, receiving, replying and forwarding messages.
A Novel methodology for handling Document Level Security in Search Based Appl...lucenerevolution
Document level security is important in search based applications to restrict access to confidential documents. There are two main access control models - discretionary access control (DAC) and non-discretionary access control. For DAC, the document owner can specify access for each user, while role-based access control uses pre-defined roles. Multiple solutions exist depending on the access control model and how frequently access control lists (ACLs) change. These include early or late binding of ACLs to documents and storing ACLs internally or externally. The optimal solution balances security and search performance.
how information system is implement in any organizationtayyab3052
This document discusses how to implement an information system in an organization. It describes the key components of an information system including hardware, software, data, people, and telecommunications. It then provides an example of implementing a library management system in an organization. The library management system allows users to add members and books, search the catalog, and check books in and out. Implementing the system requires planning, determining requirements, and defining people's roles. The system provides benefits like easier record keeping but also challenges like needing to update a large database.
The document provides guidance on moving files from a server to SharePoint document libraries. Key points include:
- Each department will designate one or more curators to help employees adopt the new system and maximize collaboration.
- Document libraries offer advantages like version control, security groups, metadata and organizing capabilities. No more than 5,000 objects can be in a library and departments are limited to 2,000 libraries.
- The process involves identifying department files on the server, moving them to a staging area, and creating top-level folders in that area which will become document libraries in SharePoint. Curators can then add folders and files to organize department information.
The document discusses file management in Windows operating systems. It describes how to use the Windows File Explorer to organize and manage files and folders on a computer. Key functions covered include copying, moving, and deleting files using tools on the ribbon toolbar like Home, Share, and View tabs. It also explains how to cut, copy, and paste files between locations, and use keyboard shortcuts to perform common file management tasks.
The document discusses object-oriented programming and how it relates to assembling a computer system from components. It states that object-oriented programming works similarly by making a program up of different self-contained objects that can communicate with each other in predefined ways, just like computer components fit together and communicate. It then provides a problem statement for building an order management system and outlines the contents to be covered related to basic C++ concepts.
This 2-hour lecture was held at Amsterdam University of Applied Sciences (HvA) on October 16th, 2013. It represents a basic overview over core technologies used by ICT companies such as Google, Twitter or Facebook. The lecture does not require a strong technical background and stays at conceptual level.
A presentation detailing a Library Management System (LMS) Project for a Medical Research Council. The function of the Library is to organize and account for all the materials (Books, Journals, Magazines, Publications and Thesis) in the Library.
The system makes use of a Bar coding system to identify materials; used when checking in items.
Martins Jr.
ULIS – Document Manager is a comprehensive toolkit for document management. Document management systems today range in size and scope from small, standalone systems to large scale enterprise-wide configurations serving a global audience. ULIS – Document Manger stays ahead of the competition by releasing free updates every month, meaning you’ll never have to look for new billing software again. We also offer a multitude of professional services for enterprise clients looking for more than just document manager software.
The document provides information about a database course including:
1) An overview of the course content which covers database fundamentals, the relational model, normalization, conceptual modeling, query languages, and advanced SQL topics.
2) Details about the lecturer including their academic background and publications.
3) Assessment details for the course including exams, labs, and project work accounting for 100% of the grade.
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
Introduction of Cybersecurity with OSS at Code Europe 2024Hiroshi SHIBATA
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
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.
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?
Essentials of Automations: Exploring Attributes & Automation ParametersSafe Software
Building automations in FME Flow can save time, money, and help businesses scale by eliminating data silos and providing data to stakeholders in real-time. One essential component to orchestrating complex automations is the use of attributes & automation parameters (both formerly known as “keys”). In fact, it’s unlikely you’ll ever build an Automation without using these components, but what exactly are they?
Attributes & automation parameters enable the automation author to pass data values from one automation component to the next. During this webinar, our FME Flow Specialists will cover leveraging the three types of these output attributes & parameters in FME Flow: Event, Custom, and Automation. As a bonus, they’ll also be making use of the Split-Merge Block functionality.
You’ll leave this webinar with a better understanding of how to maximize the potential of automations by making use of attributes & automation parameters, with the ultimate goal of setting your enterprise integration workflows up on autopilot.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
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.
[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.
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).
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/how-axelera-ai-uses-digital-compute-in-memory-to-deliver-fast-and-energy-efficient-computer-vision-a-presentation-from-axelera-ai/
Bram Verhoef, Head of Machine Learning at Axelera AI, presents the “How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision” tutorial at the May 2024 Embedded Vision Summit.
As artificial intelligence inference transitions from cloud environments to edge locations, computer vision applications achieve heightened responsiveness, reliability and privacy. This migration, however, introduces the challenge of operating within the stringent confines of resource constraints typical at the edge, including small form factors, low energy budgets and diminished memory and computational capacities. Axelera AI addresses these challenges through an innovative approach of performing digital computations within memory itself. This technique facilitates the realization of high-performance, energy-efficient and cost-effective computer vision capabilities at the thin and thick edge, extending the frontier of what is achievable with current technologies.
In this presentation, Verhoef unveils his company’s pioneering chip technology and demonstrates its capacity to deliver exceptional frames-per-second performance across a range of standard computer vision networks typical of applications in security, surveillance and the industrial sector. This shows that advanced computer vision can be accessible and efficient, even at the very edge of our technological ecosystem.
"Choosing proper type of scaling", Olena SyrotaFwdays
Imagine an IoT processing system that is already quite mature and production-ready and for which client coverage is growing and scaling and performance aspects are life and death questions. The system has Redis, MongoDB, and stream processing based on ksqldb. In this talk, firstly, we will analyze scaling approaches and then select the proper ones for our system.
Northern Engraving | Nameplate Manufacturing Process - 2024Northern Engraving
Manufacturing custom quality metal nameplates and badges involves several standard operations. Processes include sheet prep, lithography, screening, coating, punch press and inspection. All decoration is completed in the flat sheet with adhesive and tooling operations following. The possibilities for creating unique durable nameplates are endless. How will you create your brand identity? We can help!
Digital Banking in the Cloud: How Citizens Bank Unlocked Their MainframePrecisely
Inconsistent user experience and siloed data, high costs, and changing customer expectations – Citizens Bank was experiencing these challenges while it was attempting to deliver a superior digital banking experience for its clients. Its core banking applications run on the mainframe and Citizens was using legacy utilities to get the critical mainframe data to feed customer-facing channels, like call centers, web, and mobile. Ultimately, this led to higher operating costs (MIPS), delayed response times, and longer time to market.
Ever-changing customer expectations demand more modern digital experiences, and the bank needed to find a solution that could provide real-time data to its customer channels with low latency and operating costs. Join this session to learn how Citizens is leveraging Precisely to replicate mainframe data to its customer channels and deliver on their “modern digital bank” experiences.
GraphRAG for LifeSciences Hands-On with the Clinical Knowledge Graph
U albany nolij-web-redacted-copy
1. What is Document
Imaging?
•Has become more than just scanning in paper files.
•Capture, Store, and Retrieve Documents
• Hard Copy (e.g. paper, vellum, etc.)
• Electronic (e.g. MS Office, PDF, etc.)
• Multimedia (e.g. video, audio, etc.)*
• Web Content (e.g. HTML, XML, etc.)
• Many More
•Distribute information via Workflow
•Is a subset of Enterprise Content Management
•Technology to eliminate paper.
1
2. Introduction to Nolij
Web
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UA makes use of these features in Nolij Web :
• Document Imaging
• Document Management (redaction, annotation)
• Forms
• Workflow
• Reporting -- via People Soft
• Collaboration – messaging option (not often
used)
3. Benefits of Nolij Web
Integrates with PeopleSoft -- ITS does the coding for this
We can customize a Workflow.
Redaction permits you to share documents with others in the system
while masking sensitive data.
Access Nolij Web from almost anywhere (well you do need a computer
and the Internet).
Scanning, Storage, Retrieval, Reporting, Integrated Forms, Workflow and
Collaboration.
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5. Secure
•Nolij Web stores the documents securely
•Only those specifically granted access to a document can view it
•Each action related to a document (view, download, upload, edit, share,
annotate) requires a separate security permission
•You control the security for your department
•Nolij Web documents, folder/workflow status, permissions are all backed
up nightly
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6. Key Terms
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Workflow – allows for documents to be “routed” and tasks completed according
to the business rules of the office. In Nolij Web it is the process by which a folder
is sent from one inbox to another following predefined business rules.
Mailbox – collection of folders. Folders hold documents.
Folder – container for a collection of electronic documents with a common
identifier. Electronic documents may be scanned directly into a folder, such as a
student folder, or can be dragged into a folder
Roles – Determines the content and features you can access and the tasks you
can perform. Within Nolij, you can be assigned multiple roles, between which
you can switch (use one at a time).
Rights – Permissions granted to a user on a workflow, mailbox, and the
documents within them.
7. Workflow
The Workflow feature automates how documents, information, and
tasks are passed from one individual to another. With it we can:
• Automate the paper and folder flow within or across departments,
based on internal policy and procedure, to streamline decision making.
• In a simple workflow, information moves in a fixed, linear path. In a
complex workflow, information movement can vary depending upon
the conditions you specify.
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8. Simple example
Modeling an approval process for a college in three steps:
1. First, applications are sent to a clerk who verifies that all required
documents (such as essays and transcripts) are provided.
2. Next, if all documents are provided, applications are sent to an
assistant who reads the documents.
3. Finally, after the assistant reads the documents, applications are sent
to a director for final approval.
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9. Less Simple Example
A school gets two types of applications—one for United States (U.S.) applicants and
one for non-U.S. applicants.
1. First, clerk verifies that all required application documents are provided.
2. If all documents are provided, next steps are:
◦ a. U.S. Applications go to the assistant reviewing domestic applications.
◦ b. Non-U.S. Applications go to a different assistant.
3. After the assistants have reviewed the documents, next steps are:
◦ a. U.S. Applications go to one director responsible for approving domestic applications.
◦ b. Non-U.S. Applications go to another director responsible for approving non-U.S.
applications.
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10. Mailboxes (also known as Inboxes)
•The mailbox (or inbox, or workflow step) is where folders (or records )
are routed.
•Users can send information to other inboxes and receive information in
their own inboxes.
•Multiple users can “own” an inbox, which enables them to share the
folders within it.
•If we (ITS… in collaboration with you) set up a “Complete Step” action
on an inbox, which indicates that work has been finished, the folder
moves to the next inbox in the workflow according to the specified
workflow path.
•Each mailbox has a number in parentheses beside it to indicate how
many folders are there. When you open a folder the Current Inbox:
field displays where that folder lives then in the flow
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11. Folders
You can do the following.
• View documents in a folder.
• Index documents.
• Delete and rename documents in a folder.
• Email documents.
• Add documents.
• View and edit document properties.
• Open multiple documents in new windows.
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12. Roles
A Role can determine what work is being performed.
Different Roles may be set up with various “Rights” (permissions)
A User can be assigned multiple Roles.
Example:
Registrar staff member needs to look up student info and course info. An
HR staff member needs to look up personnel benefits info as well as
position control/job definition data.
Someone who works part time in both departments could be assigned
both Roles, and could switch between them for whatever work they were
doing at the time.
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13. Rights
•“RIGHTS” are what is permitted
•Different Roles have different Rights
•Possible Rights:
– Access to Documents
– View, Edit, Add, Index or Delete Documents
– Email or Print Documents
– Access to a Folder in Workflow
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14. Locked Folders
Nolij Web is a “First Come, First Serve” System
The first person to open a folder may make changes.
That user has “Locked” the folder
Others may view the folder but they cannot make changes
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15. Logging in
•Mozilla and Safari are the
“preferred” platforms for Nolij
Web.
•Link is on the ITS website at
www.albany.edu/its
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19. 19
ITS works with you to find the common attributes for fetching a folder so that we
can set up the Query fields. Since the query search can access PeopleSoft we
most often search by common fields like Albany ID.
20. Query Search
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These fields for demo purposes were arbitrarily chosen.
How you use Nolij Web will depend upon your office processes
You might have an entirely different set of search fields for
different Roles, or for various mailboxes in the workflow
22. Click on drop down to
get two option:
-User Guide
-About Nolij Web
Work Complete - is
used to when an
automated workflow is
in place
Clear Query - is used
to clear your search
bar
Click on drop down to
get four options:
- View Options
- Themes
-Document Viewer
-Form
Role – Change role
without logging out
Logout – this logs the
user of out Nolij Web
Scan – is used to scan
documents from
scanner
(Only appears when a
folder is open)
Click on drop down to get
three options:
-Communication Window
-Graphical Workflow
-User Summary
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23. Query Bar
When searching, start broadly and use
the wildcard (%).
For example to find Robert Paine, we
would type PA% in the Last Name box
and hit enter.
If you only search on PA, nothing will
be returned.
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24. How to look up a Folder
Click in a Box on the Query Bar to Activate It
Type the Proper Data to Search (Ex: ID Number, Name)
Hit Enter on the Keyboard
* The NolijWeb wildcard is the percent sign %.
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25. Searching Step by Step
1. Start broadly, use wildcards
2. Select (double click) folder
3. Clear Search Results to Clear Query Results area
4. Place the cursor in a query box
5. Press enter
6. Select (double click) the folder
7. Always press Clear Query before searching again
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26. Adding Documents -
Indexing
What is Indexing?
◦ The Matching of a Document to a Folder
◦ A Two Part Process
◦ Part 1 – Adding a Document to a Folder
◦ Part 2 – Index the Document
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27. Add a Document – Drag
and Drop
•Open a Folder
1. Start broadly, use wildcards
2. Select (double click)
3. Clear Search Results to Clear Query Results area
4. Place the cursor in a query box
5. Press enter
6. Select (double click) the folder
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28. Add a Document – Drag
and Drop
Open both the System and the System
Objects panels by clicking on the Expand
button
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29. Add a Document – Drag and Drop
The System panel is a windows explorer like interface. Select the directory
where the documents are and the file names appear in the System Objects panel.
Drill Down to the File to be Added to the Folder and Click on File Name
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30. Scanning into a Nolij Web Folder
•Open the folder into which you are scanning.
•In the header, you will have the option to scan
•To scan a single page document, click on the scan icon. If
scanning multiple pages into the same folder, click dropdown
arrow and check the box
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31. Scanning into a Nolij Web Folder
A menu box prompts you to select your scanner.
We request that you use the following as your default for
scanning into Nolij Web:
200 x 200 dpi
Black and white.
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32. Scanning into a Nolij Web Folder
When finished scanning the document will appear in the Folder Objects
window.
Next rename the file with the appropriate label: right click on the
document in the Folder object window.
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33. Indexing Documents
When you right click to index documents,
the top 10 will be listed
If your index type is not listed, select More
Index Types….
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34. Indexing Documents
Index a Document: Right Click the document in the Folder Objects Panel,
click Choose Index Types, select index type, and select OK
35. Folder Objects
•Shows documents in Folder
• Application
• Waiver Form
• Registration
•Icons dependant on type of file
• tif
• doc
• pdf
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38. Display – Imaging Toolbar
The Imaging Toolbar displays once a document in folder is
selected
Helps with viewing documents
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39. Workflow
NolijWeb is a Virtual Version of Workflow
The Workflow Bar Shows Where the Folder is in the Workflow
Each Step is Called an “Inbox”
One or Multiple Users can have Access to a Particular Inbox Based on the
Work that Needs to be Completed at that Step of the Workflow
Access to an Inbox is called Ownership of that Inbox
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40. Workflow – Viewing Inbox
To view an inbox, select the inbox you want to view, then double click the folder to
view. You can also single click the folder, then click OK
If you right click the folder, you have these options
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41. Workflow
There are two methods for routing through Workflow
◦ MANUAL: you choose where to move the folder
◦ AUTOMATIC: the system routes based upon preset rules per your
department’s wishes in response to you marking the folder in that step
(mailbox) as Work Complete
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43. Workflow
This box will display, indicating the inbox the folder will be routed to
Verify the Route to and hit the OK button
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44. Workflow
The inbox you routed the folder to will be incremented, and the folder
status will show the current inbox
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45. Manual Folder Route
Then select the icon beside Move To. Select the inbox to Route
the folder into
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46. Workflow – Viewing Inbox
Click on the Inbox -- Inbox Detail Window Opens
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By clicking on the
folder header, you can
rearrange the list by
number or by date put
into the folder.
This may help in
reviewing only new
records.
47. What did we cover?
We know (generally) what document imaging and electronic content
management can do for us.
The software tool University at Albany presently uses is Nolij Web.
Nolij Web runs in any browser and uses our standard MyUAlbany credentials.
We can scan, store and retrieve documents and we can mimic our business
processes through Nolij Workflow.
We can print, edit, annotate and redact documents. We can query our systems
based upon the folder we open and see the data fetched in a simple form.
ITS works with you to configure security/permissions/search query/workflow
etc., and ITS builds reports in PeopleSoft according to your business needs.
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