Data aggregation - PowerPoint PPT Presentation


FOLIO & Linked Data Functionality Review

Listening to the needs of libraries worldwide, the collaboration between Library of Congress, FOLIO, and EBSCO aims to improve data flow and accessibility through Linked Data aggregation. The initiative includes making BIBFRAME adoption easier, enhancing BIBFRAME editing functionality, and automatin

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Oklahoma Transportation GIS Cabinet Overview

Oklahoma's Transportation Cabinet consists of three agencies responsible for managing federal aid highways, county roadway data aggregation, Turnpike infrastructure, and aeronautics. The GIS infrastructure includes 18 full-time staff primarily using Esri Enterprise GIS tools for data integration and

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How Data Aggregation Supports Strategic BI Dashboard Development

This explores how combining data from different sources into a clear and organized format is key to making an effective Business Intelligence dashboard.

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Ask On Data for Efficient Data Wrangling in Data Engineering

In today's data-driven world, organizations rely on robust data engineering pipelines to collect, process, and analyze vast amounts of data efficiently. At the heart of these pipelines lies data wrangling, a critical process that involves cleaning, transforming, and preparing raw data for analysis.

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Data Wrangling like Ask On Data Provides Accurate and Reliable Business Intelligence

In current data world, businesses thrive on their ability to harness and interpret vast amounts of data. This data, however, often comes in raw, unstructured forms, riddled with inconsistencies and errors. To transform this chaotic data into meaningful insights, organizations need robust data wrangl

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Database Normalization and Aggregation Concepts

Understanding the advantages and disadvantages of database normalization, the concept of aggregation in the ER model, and examples of creating ER diagrams using aggregation rules with related entities. Explore the benefits of smaller databases and better performance through normalization, and how ag

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Modeling of Serials in IFLA LRM Module 12 by PCC

Serials in library cataloging are modeled as complex constructs in IFLA LRM with considerations for whole/part and aggregation relationships. This module explores the intricacies of serial manifestations, issue manifestations, and the concept of WEM lock, providing insights into collocating closely-

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Understanding Data Governance and Data Analytics in Information Management

Data Governance and Data Analytics play crucial roles in transforming data into knowledge and insights for generating positive impacts on various operational systems. They help bring together disparate datasets to glean valuable insights and wisdom to drive informed decision-making. Managing data ma

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Implications of Large-size RU Aggregation on RTS/CTS in IEEE 802.11-17

Addressing implications of large-size RU aggregation on RTS/CTS in IEEE 802.11-17, focusing on the signaling of Enhanced High Throughput Format PPDU Bandwidth and puncturing in RTS/CTS frames. Proposing the use of HE MU-RTS Trigger frame to elicit CTS response from STAs, along with different CTS for

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Understanding Price Index Formulas and Aggregation Methods

Exploring the significance of price index formulas and aggregation methods in economic analysis. Learn about simple and weighted aggregate indices, elementary index calculations, and why aggregation methods are essential for computing price changes accurately.

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Privacy-Preserving Prediction and Learning in Machine Learning Research

Explore the concepts of privacy-preserving prediction and learning in machine learning research, including differential privacy, trade-offs, prediction APIs, membership inference attacks, label aggregation, classification via aggregation, and prediction stability. The content delves into the challen

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Open Automation Software - Industrial IoT Solutions

Offering a comprehensive suite of automation software solutions since 1994, Open Automation Software (OAS) specializes in liberating enterprise data through HMI/SCADA systems, Industrial IoT protocol gateways, and more. OAS has a rich history of innovation, including being the first SCADA system to

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Cloud-Optimized HDF5 Files Overview

Explore the concept of cloud-optimized HDF5 files, including Cloud-Optimized Storage Format, Cloud Native Storage Format, and the benefits of using HDF5 in cloud environments. Learn about key strategies like Paged Aggregation, chunk size optimization, and variable-length datatypes considerations to

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Mortality Aggregation Examples at NAIC National Meeting

In August 2019, key concepts for mortality aggregation were discussed at the NAIC National Meeting. The examples presented covered approaches under VM-20 language, emphasizing the importance of informed mortality segment assumptions through credible aggregation methods.

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Understanding Ice Formation and Growth in Clouds

Exploring the processes of ice formation and growth in clouds, including the role of collisions, break-up, aggregation, riming, and secondary ice production. Various factors influencing ice crystal concentrations and their interplay with ice nuclei are discussed. Images and data depict the relations

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Understanding Data Collection and Analysis for Businesses

Explore the impact and role of data utilization in organizations through the investigation of data collection methods, data quality, decision-making processes, reliability of collection methods, factors affecting data quality, and privacy considerations. Two scenarios are presented: data collection

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Agreements on FR2 Inter-Band Carrier Aggregation Requirements

Agreements have been reached on the RRM requirements and scaling factors for FR2 inter-band Carrier Aggregation, focusing on common beam and independent beam management. Discussions include alignment with Release 16 specifications, scenarios, and RF architectures. Interruption requirements for diffe

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SYNERGY Reference Model for Data Provision and Aggregation

The SYNERGY Reference Model, developed by a team of respected contributors, outlines strategies for effective data provision and aggregation. Led by renowned experts from FORTH, the model offers valuable insights for enhancing research practices and data management processes.

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Wander Join: Online Aggregation via Random Walks in Database Workloads

Wander Join is a technique for online aggregation using random walks, addressing challenges in efficiency and correctness in both transactional and analytical database workloads. It allows for complex analytical queries such as TPC-H queries and provides insights into revenue loss due to returned or

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Introduction to Apache Pig: A High-level Overview

Apache Pig is a data flow language developed by Yahoo! and is a top-level Apache project that enables non-Java programmers to access and analyze data on a cluster. It interprets Pig Latin commands to generate MapReduce jobs, simplifying data summarization, reporting, and querying tasks. Pig operates

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DER Aggregation in Monitoring and Control Operations

In the realm of energy grid operations, DER aggregation plays a crucial role from both short and long-term perspectives, focusing on transactive energy and autonomous devices. Communication and coordination are key for successful monitoring and control, with a need for a common framework supporting

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OLAP over Uncertain and Imprecise Data

OLAP (Online Analytical Processing) allows interactive analysis of data with multidimensional models, categorizing measures by dimensions. The motivation is to generalize OLAP models for imprecise dimension values and uncertain measure values, addressing ambiguous data through answer aggregation que

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Secure Outsourced Aggregation via One-way Chains - Research Overview

Exploring secure outsourced aggregation techniques using one-way chains for wide-area shared sensing and weather monitoring. The unique characteristics, challenges, and solutions for dealing with malicious aggregators are discussed. The research presents the contributions and advancements in optimiz

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IEEE 802.11-24/0386r0 Lower MAC Relay Protocol Details

Detailed discussion on supporting the relay protocol in IEEE 802.11bn, covering relay addressing, end-to-end BA, relay TXOP protection, beacon forwarding, security processing, non-UHR STA support, sounding procedure, A-MPDU aggregation, de-aggregation, and more. The relay operation involves relay de

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Understanding SQL Aggregation and Grouping in Database Systems

SQL offers powerful aggregation functions like SUM, AVG, COUNT, MIN, and MAX to perform calculations on column data efficiently. By utilizing DISTINCT and GROUP BY clauses, you can manipulate and organize your data effectively in database systems while handling NULL values appropriately.

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Understanding the Difference Between Aggregation and Composition in Object-Oriented Programming

Aggregation and Composition are two important concepts in object-oriented programming. Aggregation refers to a 'has-a' relationship where the contained object can survive independently, while Composition indicates that the member object is part of the containing class and cannot exist separately. Th

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Manchester Township Community Energy Aggregation Program Overview

The Manchester Township Community Energy Aggregation Program, implemented under GEA and BPU rules, allows residents to pool together for better energy prices. The program involves a competitive bid process, with the contract awarded to TriEagle Energy. Residents benefit from reduced energy costs, co

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3GPP TSG-RAN4 Meeting #97e Summary

During the 3GPP TSG-RAN4 Meeting #97e, discussions on Multi-RAT Dual Connectivity and Carrier Aggregation enhancements were held. A Work Item (WF) focusing on Idle mode Carrier Aggregation (CA) measurement Radio Resource Management (RRM) requirements was addressed. The meeting included topics such a

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Constructing Price Index: General Procedure and Aggregation

The process of constructing a price index involves various steps such as computation of price relatives, aggregation at different levels, selection of base period, and designing data collection methods. Weighted arithmetic mean and simple ratio calculations are used in aggregating price indices. A t

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Object-Oriented Database Concepts and Limitations in Relational Models

Object-oriented database concepts are introduced as an alternative to relational models, addressing limitations such as lack of support for complex data structures, generalization, specialization, and aggregation. The shift towards a more data-centric approach in information systems development is d

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Optimizing Queries and Constructing Percentage Cube in Business Intelligence

Presented at ENSMA, this paper introduces optimized strategies for constructing a percentage cube to enhance processing of complex queries in modern business intelligence. It discusses challenges, comparison between percentage queries and percentage cube, and showcases a data cube analysis of car sa

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Fundamentals of Object-Oriented Programming in Java

Object-Oriented Programming (OOP) is a methodology that simplifies software development by using classes and objects. This paradigm includes concepts like Object, Class, Inheritance, Polymorphism, Abstraction, and Encapsulation. Other terms used in OOP design include Coupling, Cohesion, Association,

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Data Processing and MapReduce: Concepts and Applications

Exploring concepts of big data processing, data-parallel computation, fault tolerance in MapReduce, generality vs. specialization in systems, and the efficiency of MapReduce for large computations such as web indexing. Understand the role of synchronization barriers, handling partial aggregation, an

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Real-time Monitoring in Dynamic Sensor Networks: LiMoSense Study

This study delves into LiMoSense, a live monitoring approach for dynamic sensor networks, exploring challenges such as correctness, convergence, and dynamic behavior. The research focuses on sensors' communication, aggregation of read values, and the use of bidirectional and unidirectional communica

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IEEE 802.11-19/0773r0 Multi-link Operation Framework Summary

The document discusses the multi-link operation framework for IEEE 802.11-19/0773r0, focusing on load balancing and aggregation use cases. It introduces terminology related to multi-link logical entities and provides examples of multi-link AP and non-AP logical entities. The framework considers stee

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Activities, Sectors, and Control Technologies in GAINS Research

The GAINS research by Janusz Cofala and Zbigniew Klimont focuses on aggregation criteria for emission sources, macroeconomic parameters such as population and GDP, aggregation of energy-related sources, transport sources, and process sources. It also covers specific VOC processes/sources like solven

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Health Management Information for Nutrition 2017 Introductory Session Training

Participants in the Health Management Information for Nutrition 2017 training session will cover topics such as course objectives, introductions, training expectations, course norms, and training methodology. The training aims to build capacity in nutrition data collection, aggregation, reporting, a

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Distributed Machine Learning and Graph Processing Overview

Big Data encompasses vast amounts of data from sources like Flickr, Facebook, and YouTube, requiring efficient processing systems. This lecture explores the shift towards using high-level parallel abstractions, such as MapReduce and Hadoop, to design and implement Big Learning systems. Data-parallel

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Overview of Link Aggregation Simulator

This presentation provides an overview of a Link Aggregation Simulator designed to demonstrate and test LACP and DRCP operation. It guides users through creating devices, adding components, including link aggregation, and scheduling events. The simulator allows for testing of network components and

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Distribution Algorithms in Link Aggregation Groups

In the context of IEEE 802.1ax standard, the distribution algorithms for Link Aggregation Control Protocol (LACP) are explained. The standard allows for flexibility in choosing distribution algorithms, with version 2 enabling explicit coordination. The problem of per-Aggregator distribution algorith

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