Business analytics can help with disaster management in three key ways:
1) By analyzing social media and big data, analytics can help estimate the impact of disasters and determine the best mitigation, recovery, and response strategies.
2) GIS mapping plays a crucial role in disaster preparation, recovery, rehabilitation, prevention, mitigation, relief, and response by identifying deforestation and other causes of natural disasters.
3) Technologies like cloud computing, smart drones, satellite imaging, and AI can assist with tasks like firefighting, decision making, and data management during disaster recovery.
A Presentation on Data Analytics and it's role in the tech space.
Presented to Undergraduates of Faculty of Agriculture at the University of Uyo, Nigeria.
Chris Vein - City & County of San Francisco - Green ICT In San FranciscoShane Mitchell
This document outlines San Francisco's Green ICT Program which aims to reduce the city's carbon footprint from information and communication technologies (ICT) by 24% by 2012. The program's vision is connected urban development and its mission is to measure and reduce ICT's carbon impact. It will establish an ICT emissions baseline, implement projects in priority areas like public transport and citizen engagement, and measure and communicate results to track progress towards carbon reduction targets.
Matt Hilla, Director of IT at Esker Software, implemented several green initiatives that reduced costs and electronic waste. He donated outdated equipment, worth $1 million, to schools and charities. He worked with local governments to utilize environmental programs, which helped switch the servers to renewable energy while decreasing costs. Through upgrading systems, virtualization, and other efficiency measures, Matt was able to reduce the IT footprint and save thousands per month - potentially saving $2.5 million total despite new equipment. He shows that businesses can be environmentally friendly through creative solutions.
IBM hosted its annual IBM Insights On Demand conference to discuss big data analytics trends. The conference highlighted how streaming analytics is becoming more common in enterprises for real-time insights, how financial companies are using sensors and cloud-based solutions innovatively to address big data problems, and how data lakes allow organizations to analyze both structured and unstructured data at rest or in motion. Insurance companies are also using telematics and smart sensors in vehicles to better process claims data and reduce processing times from 2.5 days to just 1.3 days.
This document discusses digital twin and big data towards smart manufacturing. It begins with an introduction on how new information technologies are enabling smart manufacturing through big data and digital twins. It then reviews the concepts of big data and digital twins in manufacturing, including their data sources and applications in product design, production planning, manufacturing and predictive maintenance. The document proceeds to compare big data and digital twins, discussing their similarities and differences from general and data perspectives. It concludes by discussing how big data and digital twins can be integrated to further promote smart manufacturing.
Business analytics can help with disaster management in three key ways:
1) By analyzing social media and big data, analytics can help estimate the impact of disasters and determine the best mitigation, recovery, and response strategies.
2) GIS mapping plays a crucial role in disaster preparation, recovery, rehabilitation, prevention, mitigation, relief, and response by identifying deforestation and other causes of natural disasters.
3) Technologies like cloud computing, smart drones, satellite imaging, and AI can assist with tasks like firefighting, decision making, and data management during disaster recovery.
A Presentation on Data Analytics and it's role in the tech space.
Presented to Undergraduates of Faculty of Agriculture at the University of Uyo, Nigeria.
Chris Vein - City & County of San Francisco - Green ICT In San FranciscoShane Mitchell
This document outlines San Francisco's Green ICT Program which aims to reduce the city's carbon footprint from information and communication technologies (ICT) by 24% by 2012. The program's vision is connected urban development and its mission is to measure and reduce ICT's carbon impact. It will establish an ICT emissions baseline, implement projects in priority areas like public transport and citizen engagement, and measure and communicate results to track progress towards carbon reduction targets.
Matt Hilla, Director of IT at Esker Software, implemented several green initiatives that reduced costs and electronic waste. He donated outdated equipment, worth $1 million, to schools and charities. He worked with local governments to utilize environmental programs, which helped switch the servers to renewable energy while decreasing costs. Through upgrading systems, virtualization, and other efficiency measures, Matt was able to reduce the IT footprint and save thousands per month - potentially saving $2.5 million total despite new equipment. He shows that businesses can be environmentally friendly through creative solutions.
IBM hosted its annual IBM Insights On Demand conference to discuss big data analytics trends. The conference highlighted how streaming analytics is becoming more common in enterprises for real-time insights, how financial companies are using sensors and cloud-based solutions innovatively to address big data problems, and how data lakes allow organizations to analyze both structured and unstructured data at rest or in motion. Insurance companies are also using telematics and smart sensors in vehicles to better process claims data and reduce processing times from 2.5 days to just 1.3 days.
This document discusses digital twin and big data towards smart manufacturing. It begins with an introduction on how new information technologies are enabling smart manufacturing through big data and digital twins. It then reviews the concepts of big data and digital twins in manufacturing, including their data sources and applications in product design, production planning, manufacturing and predictive maintenance. The document proceeds to compare big data and digital twins, discussing their similarities and differences from general and data perspectives. It concludes by discussing how big data and digital twins can be integrated to further promote smart manufacturing.
1. The document appears to be results from a Karate competition in Jakarta in 2012, listing athletes' names, countries, kata performed, and scores in each match.
2. Usami Rika from Japan placed first overall in the women's individual kata senior division.
3. In the men's individual kata senior division, the matches between athletes are described along with their kata and scores.
Finmeccanica partecipa a Aero India 2011: partner globale per l’industria ind...Leonardo
Finmeccanica - con le proprie aziende AgustaWestland, Alenia Aeronautica, DRS Technologies, SELEX Communications, SELEX Galileo - partecipa ad Aero India 2011, che si terrà a Bangalore dal 9 al 13 febbraio, presentando i propri prodotti, piattaforme e soluzioni tecnologiche.
La asamblea del Círculo Podemos Calella discutió varios temas: 1) la nominación de cargos directivos y la aprobación del acta anterior; 2) las conversaciones con ICV sobre las próximas elecciones municipales, lo que generó desacuerdos; 3) varias propuestas como realizar una nueva reunión con ICV o presentar una denuncia contra el equipo de coordinación. La asamblea finalizó sin llegar a acuerdos concretos.
The document provides results from the Karate1 Premier League competition held in Tyumen, Russia in 2013. It lists rankings and competitors in various categories including kata individual and team for both men and women, as well as kumite individual competitions for men and women across different weight classes. The top competitors represented countries from around the world including Russia, Egypt, Hong Kong, Belarus, and Turkey.
This map shows the cities, towns, rivers, and borders of Pakistan. It identifies the national capital of Islamabad and provincial capitals like Lahore, Karachi, Quetta, and Peshawar. The major rivers like the Indus, Jhelum, Chenab, and Ravi are indicated flowing from the north to the south. The border with Afghanistan lies to the west and north-west, India to the east, Iran to the south-west, and China to the north-east.
1) O documento discute a Inquisição e alguns de seus principais alvos como Arnaldo de Bréscia, Giordano Bruno e Galileu Galilei, que foram condenados à morte ou prisão por suas ideias.
2) Menciona que a Igreja Católica reconheceu "falhas" em relação a casos como o de Giordano Bruno e Galileu Galilei, embora tenha demorado séculos para fazê-lo.
3) Também fala de John Wycliffe, um precursor da Reforma que pregava contra a corrupção da Igreja e
A brief overview of a case study where 438 human genomes underwent read mapping and variant calling in under two months. Architectural requirements for the multi-stage pipeline are covered.
SR-IOV ixgbe Driver Limitations and ImprovementLF Events
SR-IOV is a device virtualization technology, it’s mainly used for improving network performance of virtual machines. However, SR-IOV has some limitations which come from hardware and/or driver implementation. For certain use case, such as Network Function Virtualization(NFV), those limitations are critical to provide services. Intel 10Gb NIC, Niantic(82599), has such limitations(e.g. VLAN filtering, multicast promiscuous) for NFV use case.
This presentation will show the limitations and issues and how they are being addressed, then explain how implements VF multicast promiscuous mode support in ixgbe driver and VF trust, iproute2 functionality enhancement.
This presentation was delivered at LinuxCon Japan 2016 by Hiroshi Shimamoto
Development of Software for scalable anomaly detection modeling of time-series data using Apache Spark.
私たちはこれまで、様々な機器類を監視するセンサーの時系列データを分析し、異常を検知する手法およびソフトウェアの研究開発を行ってきた。
今回紹介するソフトウェアでは、バッチ処理で複数のセンサーから得られた高次元の時系列データから線形のLASSO回帰により学習、モデル化し、異常時を識別する。
しかし学習時間やメモリー使用量の増大が課題になってきたため、Sparkを活用し並列分散化を行った。
SparkにはMLlibという汎用的な機械学習ライブラリが存在するが、今回は使用するアルゴリズムの特殊性を考慮し、既存実装を基に新規に開発した。
本講演では当開発におけるデザインチョイスや性能計測結果について報告する。
a
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
1. The document appears to be results from a Karate competition in Jakarta in 2012, listing athletes' names, countries, kata performed, and scores in each match.
2. Usami Rika from Japan placed first overall in the women's individual kata senior division.
3. In the men's individual kata senior division, the matches between athletes are described along with their kata and scores.
Finmeccanica partecipa a Aero India 2011: partner globale per l’industria ind...Leonardo
Finmeccanica - con le proprie aziende AgustaWestland, Alenia Aeronautica, DRS Technologies, SELEX Communications, SELEX Galileo - partecipa ad Aero India 2011, che si terrà a Bangalore dal 9 al 13 febbraio, presentando i propri prodotti, piattaforme e soluzioni tecnologiche.
La asamblea del Círculo Podemos Calella discutió varios temas: 1) la nominación de cargos directivos y la aprobación del acta anterior; 2) las conversaciones con ICV sobre las próximas elecciones municipales, lo que generó desacuerdos; 3) varias propuestas como realizar una nueva reunión con ICV o presentar una denuncia contra el equipo de coordinación. La asamblea finalizó sin llegar a acuerdos concretos.
The document provides results from the Karate1 Premier League competition held in Tyumen, Russia in 2013. It lists rankings and competitors in various categories including kata individual and team for both men and women, as well as kumite individual competitions for men and women across different weight classes. The top competitors represented countries from around the world including Russia, Egypt, Hong Kong, Belarus, and Turkey.
This map shows the cities, towns, rivers, and borders of Pakistan. It identifies the national capital of Islamabad and provincial capitals like Lahore, Karachi, Quetta, and Peshawar. The major rivers like the Indus, Jhelum, Chenab, and Ravi are indicated flowing from the north to the south. The border with Afghanistan lies to the west and north-west, India to the east, Iran to the south-west, and China to the north-east.
1) O documento discute a Inquisição e alguns de seus principais alvos como Arnaldo de Bréscia, Giordano Bruno e Galileu Galilei, que foram condenados à morte ou prisão por suas ideias.
2) Menciona que a Igreja Católica reconheceu "falhas" em relação a casos como o de Giordano Bruno e Galileu Galilei, embora tenha demorado séculos para fazê-lo.
3) Também fala de John Wycliffe, um precursor da Reforma que pregava contra a corrupção da Igreja e
A brief overview of a case study where 438 human genomes underwent read mapping and variant calling in under two months. Architectural requirements for the multi-stage pipeline are covered.
SR-IOV ixgbe Driver Limitations and ImprovementLF Events
SR-IOV is a device virtualization technology, it’s mainly used for improving network performance of virtual machines. However, SR-IOV has some limitations which come from hardware and/or driver implementation. For certain use case, such as Network Function Virtualization(NFV), those limitations are critical to provide services. Intel 10Gb NIC, Niantic(82599), has such limitations(e.g. VLAN filtering, multicast promiscuous) for NFV use case.
This presentation will show the limitations and issues and how they are being addressed, then explain how implements VF multicast promiscuous mode support in ixgbe driver and VF trust, iproute2 functionality enhancement.
This presentation was delivered at LinuxCon Japan 2016 by Hiroshi Shimamoto
Development of Software for scalable anomaly detection modeling of time-series data using Apache Spark.
私たちはこれまで、様々な機器類を監視するセンサーの時系列データを分析し、異常を検知する手法およびソフトウェアの研究開発を行ってきた。
今回紹介するソフトウェアでは、バッチ処理で複数のセンサーから得られた高次元の時系列データから線形のLASSO回帰により学習、モデル化し、異常時を識別する。
しかし学習時間やメモリー使用量の増大が課題になってきたため、Sparkを活用し並列分散化を行った。
SparkにはMLlibという汎用的な機械学習ライブラリが存在するが、今回は使用するアルゴリズムの特殊性を考慮し、既存実装を基に新規に開発した。
本講演では当開発におけるデザインチョイスや性能計測結果について報告する。
a
In his public lecture, Christian Timmerer provides insights into the fascinating history of video streaming, starting from its humble beginnings before YouTube to the groundbreaking technologies that now dominate platforms like Netflix and ORF ON. Timmerer also presents provocative contributions of his own that have significantly influenced the industry. He concludes by looking at future challenges and invites the audience to join in a discussion.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
Building Production Ready Search Pipelines with Spark and MilvusZilliz
Spark is the widely used ETL tool for processing, indexing and ingesting data to serving stack for search. Milvus is the production-ready open-source vector database. In this talk we will show how to use Spark to process unstructured data to extract vector representations, and push the vectors to Milvus vector database for search serving.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/building-and-scaling-ai-applications-with-the-nx-ai-manager-a-presentation-from-network-optix/
Robin van Emden, Senior Director of Data Science at Network Optix, presents the “Building and Scaling AI Applications with the Nx AI Manager,” tutorial at the May 2024 Embedded Vision Summit.
In this presentation, van Emden covers the basics of scaling edge AI solutions using the Nx tool kit. He emphasizes the process of developing AI models and deploying them globally. He also showcases the conversion of AI models and the creation of effective edge AI pipelines, with a focus on pre-processing, model conversion, selecting the appropriate inference engine for the target hardware and post-processing.
van Emden shows how Nx can simplify the developer’s life and facilitate a rapid transition from concept to production-ready applications.He provides valuable insights into developing scalable and efficient edge AI solutions, with a strong focus on practical implementation.
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Unlock the Future of Search with MongoDB Atlas_ Vector Search Unleashed.pdfMalak Abu Hammad
Discover how MongoDB Atlas and vector search technology can revolutionize your application's search capabilities. This comprehensive presentation covers:
* What is Vector Search?
* Importance and benefits of vector search
* Practical use cases across various industries
* Step-by-step implementation guide
* Live demos with code snippets
* Enhancing LLM capabilities with vector search
* Best practices and optimization strategies
Perfect for developers, AI enthusiasts, and tech leaders. Learn how to leverage MongoDB Atlas to deliver highly relevant, context-aware search results, transforming your data retrieval process. Stay ahead in tech innovation and maximize the potential of your applications.
#MongoDB #VectorSearch #AI #SemanticSearch #TechInnovation #DataScience #LLM #MachineLearning #SearchTechnology
Cosa hanno in comune un mattoncino Lego e la backdoor XZ?Speck&Tech
ABSTRACT: A prima vista, un mattoncino Lego e la backdoor XZ potrebbero avere in comune il fatto di essere entrambi blocchi di costruzione, o dipendenze di progetti creativi e software. La realtà è che un mattoncino Lego e il caso della backdoor XZ hanno molto di più di tutto ciò in comune.
Partecipate alla presentazione per immergervi in una storia di interoperabilità, standard e formati aperti, per poi discutere del ruolo importante che i contributori hanno in una comunità open source sostenibile.
BIO: Sostenitrice del software libero e dei formati standard e aperti. È stata un membro attivo dei progetti Fedora e openSUSE e ha co-fondato l'Associazione LibreItalia dove è stata coinvolta in diversi eventi, migrazioni e formazione relativi a LibreOffice. In precedenza ha lavorato a migrazioni e corsi di formazione su LibreOffice per diverse amministrazioni pubbliche e privati. Da gennaio 2020 lavora in SUSE come Software Release Engineer per Uyuni e SUSE Manager e quando non segue la sua passione per i computer e per Geeko coltiva la sua curiosità per l'astronomia (da cui deriva il suo nickname deneb_alpha).
GraphRAG for Life Science to increase LLM accuracyTomaz Bratanic
GraphRAG for life science domain, where you retriever information from biomedical knowledge graphs using LLMs to increase the accuracy and performance of generated answers
Infrastructure Challenges in Scaling RAG with Custom AI modelsZilliz
Building Retrieval-Augmented Generation (RAG) systems with open-source and custom AI models is a complex task. This talk explores the challenges in productionizing RAG systems, including retrieval performance, response synthesis, and evaluation. We’ll discuss how to leverage open-source models like text embeddings, language models, and custom fine-tuned models to enhance RAG performance. Additionally, we’ll cover how BentoML can help orchestrate and scale these AI components efficiently, ensuring seamless deployment and management of RAG systems in the cloud.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
TrustArc Webinar - 2024 Global Privacy SurveyTrustArc
How does your privacy program stack up against your peers? What challenges are privacy teams tackling and prioritizing in 2024?
In the fifth annual Global Privacy Benchmarks Survey, we asked over 1,800 global privacy professionals and business executives to share their perspectives on the current state of privacy inside and outside of their organizations. This year’s report focused on emerging areas of importance for privacy and compliance professionals, including considerations and implications of Artificial Intelligence (AI) technologies, building brand trust, and different approaches for achieving higher privacy competence scores.
See how organizational priorities and strategic approaches to data security and privacy are evolving around the globe.
This webinar will review:
- The top 10 privacy insights from the fifth annual Global Privacy Benchmarks Survey
- The top challenges for privacy leaders, practitioners, and organizations in 2024
- Key themes to consider in developing and maintaining your privacy program
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.