Our own new research into bullying in tech supports this slightly sinister, nefarious view of career climbers who clamber on up, at both the expense of the company and their victims. Findings reveal that from a self-selecting study of over 650 IT professionals, 75% reported they had been bullied. Of these 94% highlighted psychological bullying, and in 74% of cases, the perpetrator was senior. This perfectly fits the profile of individuals who strategically abuse others to maintain their own position. And this type of manipulative self-protectionism can really hinder the bottom line.
Voted third in ‘105 Crucial Websites on Data Centers for IT Specialists’, by Technologyschools.org, ‘The Future of the Data Center’ is an Oracle sponsored social portal created by IDG Connect. Through a new white paper, 24 blogs and a targeted email campaign, this delivered 561 leads from 26 countries in 6 months.
Каждый год мы проводим тематические выставки творческих работ с участием родителей! Планируя в новом учебном году открытое занятие по городецкой росписи, мы запустили проект с участием родителей «Весёлый Городец»
Цель проекта: вовлечь родителей в творческую жизнь сада, познакомить с народным декоративно-прикладным творчеством городецких мастеров.
Задачи: способствовать формированию эстетического вкуса и чувства прекрасного в семьях наших воспитанников, воспитание уважения к мастерам народного творчества, налаживание внутрисемейных творческих диалогов.
InfoShot: Smartphones Dial Up The WorldIDG Connect
Smartphones are the phasers that bridge real and virtual worlds and as prices have fallen and more countries have created wealth they have become enormously popular. As the mobile device most of use to access the internet they are arguably the most significant devices in use today. But smartphones cost more than ‘dumbphones’ – basic handsets – or feature phones and so they are still advancing in market share. However, falling prices, more wireless broadband access and deliberate attempts to crack more markets on the part of vendors mean that smartphones are coming to more of us all over the world.
Over the last couple of months, many of the big US tech companies have been releasing their diversity reports. It’s reinforced a fact most people have known for a while: Tech is a white man’s game.
While many of the companies have a fairly high proportion of women in the workforce, few are in tech or leadership roles. Pinterest’s Tracy Chou recently gathered info on the number of female software engineers at various startups and big tech companies.
Women make up about 16% of engineers from 150 startups. The only company with more than 100 engineers and more than a 20% female workforce is ThoughtWorks. Dropbox, Mozilla and Yelp’s engineering workforces are only 8% women, Github’s is 6%.
But while gender and tech is an issue often brought up, ethnic diversity is also still a major issue. According to US census figures, the ethnic make-up of the country’s 317 million-odd people is around 16% Hispanic, 12% African America and 4.7% Asian. Look at the diversity reports of some of the US’ biggest tech firms however, and you’d get a very different picture.
Tech companies seem to have a disproportionate amount of Asian workers compared to Hispanic or African American workers. Most have fewer than 3% African American workers and 9% Hispanic, but 30% Asian – often within tech or leadership roles. Only Apple can say its company workforce is even close to the ethnic make-up of the country.
This isn’t to say companies should purposely go out of their way to hire Hispanic or African Americans over other ethnicities. Companies should hire the best people for the job irrelevant of other issues. But why there are so few people from certain communities when they make up a significant proportion of the population needs to be looked at.
Bullying: The Uncomfortable Truth About IT IDG Connect
IDG Connect has spoken to a range of bullying experts and
conducted research to a self-selecting sample of 650 IT
professionals. This report blends new statistics with detailed feedback from over 400 testimonials and aims to shed light on this misunderstood and overlooked topic.
The document surveys hybrid cloud adoption in Australia and New Zealand. It finds that the top barriers to hybrid cloud implementation are integration costs, lack of interoperability and complexity with multiple service level agreements. It also finds that future cloud investment plans show a preference for on-premise private cloud solutions, as well as off-premise public cloud services both approved and unapproved by IT departments. The high frequency of cloud-supported projects demonstrates how organizations in Australia and New Zealand have come to rely on cloud services.
Our own new research into bullying in tech supports this slightly sinister, nefarious view of career climbers who clamber on up, at both the expense of the company and their victims. Findings reveal that from a self-selecting study of over 650 IT professionals, 75% reported they had been bullied. Of these 94% highlighted psychological bullying, and in 74% of cases, the perpetrator was senior. This perfectly fits the profile of individuals who strategically abuse others to maintain their own position. And this type of manipulative self-protectionism can really hinder the bottom line.
Voted third in ‘105 Crucial Websites on Data Centers for IT Specialists’, by Technologyschools.org, ‘The Future of the Data Center’ is an Oracle sponsored social portal created by IDG Connect. Through a new white paper, 24 blogs and a targeted email campaign, this delivered 561 leads from 26 countries in 6 months.
Каждый год мы проводим тематические выставки творческих работ с участием родителей! Планируя в новом учебном году открытое занятие по городецкой росписи, мы запустили проект с участием родителей «Весёлый Городец»
Цель проекта: вовлечь родителей в творческую жизнь сада, познакомить с народным декоративно-прикладным творчеством городецких мастеров.
Задачи: способствовать формированию эстетического вкуса и чувства прекрасного в семьях наших воспитанников, воспитание уважения к мастерам народного творчества, налаживание внутрисемейных творческих диалогов.
InfoShot: Smartphones Dial Up The WorldIDG Connect
Smartphones are the phasers that bridge real and virtual worlds and as prices have fallen and more countries have created wealth they have become enormously popular. As the mobile device most of use to access the internet they are arguably the most significant devices in use today. But smartphones cost more than ‘dumbphones’ – basic handsets – or feature phones and so they are still advancing in market share. However, falling prices, more wireless broadband access and deliberate attempts to crack more markets on the part of vendors mean that smartphones are coming to more of us all over the world.
Over the last couple of months, many of the big US tech companies have been releasing their diversity reports. It’s reinforced a fact most people have known for a while: Tech is a white man’s game.
While many of the companies have a fairly high proportion of women in the workforce, few are in tech or leadership roles. Pinterest’s Tracy Chou recently gathered info on the number of female software engineers at various startups and big tech companies.
Women make up about 16% of engineers from 150 startups. The only company with more than 100 engineers and more than a 20% female workforce is ThoughtWorks. Dropbox, Mozilla and Yelp’s engineering workforces are only 8% women, Github’s is 6%.
But while gender and tech is an issue often brought up, ethnic diversity is also still a major issue. According to US census figures, the ethnic make-up of the country’s 317 million-odd people is around 16% Hispanic, 12% African America and 4.7% Asian. Look at the diversity reports of some of the US’ biggest tech firms however, and you’d get a very different picture.
Tech companies seem to have a disproportionate amount of Asian workers compared to Hispanic or African American workers. Most have fewer than 3% African American workers and 9% Hispanic, but 30% Asian – often within tech or leadership roles. Only Apple can say its company workforce is even close to the ethnic make-up of the country.
This isn’t to say companies should purposely go out of their way to hire Hispanic or African Americans over other ethnicities. Companies should hire the best people for the job irrelevant of other issues. But why there are so few people from certain communities when they make up a significant proportion of the population needs to be looked at.
Bullying: The Uncomfortable Truth About IT IDG Connect
IDG Connect has spoken to a range of bullying experts and
conducted research to a self-selecting sample of 650 IT
professionals. This report blends new statistics with detailed feedback from over 400 testimonials and aims to shed light on this misunderstood and overlooked topic.
The document surveys hybrid cloud adoption in Australia and New Zealand. It finds that the top barriers to hybrid cloud implementation are integration costs, lack of interoperability and complexity with multiple service level agreements. It also finds that future cloud investment plans show a preference for on-premise private cloud solutions, as well as off-premise public cloud services both approved and unapproved by IT departments. The high frequency of cloud-supported projects demonstrates how organizations in Australia and New Zealand have come to rely on cloud services.
Security in the Hybrid Cloud Now and in 2016 IDG Connect
New research conducted by IDG Connect, on behalf of F5, collates the views of 50 IT decision makers in large organisations across Australia and Singapore. This infographic investigates the state of current security practices in the hybrid cloud and looks at where things are likely to head by 2016.
The majority of organizations in France, Germany and the UK have more work to do to implement security measures required by new EU regulations on networking, information security, and data protection that take effect in the next two to three years. A survey found that only 39% have all measures in place for the Network and Information Security regulation, and only 20% have all measures for the General Data Protection Regulation. Establishing new hardware, software, and security policies to comply with the regulations is seen as the biggest challenge, along with high implementation costs. In-house IT departments are expected to take primary responsibility for assessing compliance requirements and developing policies.
OpenStack: The Platform of Choice for Cloud [Infographic]IDG Connect
An IDG Connect survey found that many organizations are on their second or third implementation of private cloud using either internally developed solutions or vendor offerings. Companies face challenges like resource management, application management, application migration, and simplifying IT management. Vendors and system integrators can help address these issues and provide guidance on starting an OpenStack implementation to manage private cloud environments.
Digital Maturity in the Financial Sector IDG Connect
The digital maturity of Financial Services through South East Asia currently lags behind
some markets like China. Yet looking ahead, it is set to change over the next 18 months
– if the cost barriers preventing organizations from achieving digital maturity can be overcome. This infographic highlights core digital marketing trends in the finance sector for 2015 and beyond, collected from a split of 150 senior marketers in Malaysia, Thailand, Singapore and Indonesia.
This infographic, produced by IDG Connect, provides feedback from 110 C-Level and IT decision makers on desktop virtualisation. These professionals come from a broad range of industries and help deliver a snapshot of industry opinion on Desktop as a Service through the UK.
20 Red Hot, Pre-IPO Companies in 2015 B2B TechIDG Connect
This document profiles 20 privately held tech companies that the author believes have good prospects for an initial public offering (IPO) in 2015. It provides a brief overview and analysis of each company, including their market opportunity and competitiveness, funding to date, and interviews with executives. The author notes that not all of the companies will necessarily IPO, as some may be acquired, but they each have a chance to go public if market conditions are right and they can continue executing well. The purpose is to survey interesting pre-IPO companies, not to predict their success or failure on public markets.
The Cloud may invoke images of effervescence that leaves no trace,
but in reality the Cloud means just another data center, along with the
accompanying Carbon Footprint. The issue of being Green has never
been higher on the agenda, but how do professionals feel about Green IT,
and how does this vary either side of the Atlantic? This paper compares
the enthusiasm for Green IT between the US and Europe.
The document discusses Ethiopia's efforts to build a private sector and attract foreign investment through its $79 billion Growth and Transformation Plan. Some key points:
- The plan aims to boost infrastructure like roads, railways, and a large hydroelectric dam, but the World Bank and IMF are concerned it is "crowding out" the private sector.
- Foreign interest is rising due to Ethiopia's large, low-cost workforce and central location, but its business culture can be difficult for outsiders to understand given the country's history of state dominance.
- Ethiopia has ambitious goals but faces challenges in transitioning to a market-driven economy and making credit available to support private businesses. Success will
Healthcare Report: Robots, Tablets & Social MediaIDG Connect
IDG Connect has released a new report on how consumer devices are dramatically changing healthcare. It examines the numerous benefits it offers, such as the integration of iPads into practicing medicine, and the use of apps that can track patient health. It also questions the impact of these devices on the patient-doctor relationship. Are these devices actually improving patient care – or are they contributing to destroying the heart of healthcare – the traditional patient-doctor relationship?
The document summarizes research from IDG Connect on legal and marketing professionals' views of US data privacy laws. The research found that 81% of respondents did not think US privacy laws were sufficient or did not know if they were sufficient. Both legal and marketing professionals shared similar views, with only around 20% feeling current laws go far enough. The US has a fragmented approach to data privacy laws compared to a unified approach in the EU. There is debate around whether proposed stronger EU privacy laws under the GDPR will have significant impacts on US companies.
This document provides an overview of big data in 2013 based on a survey of 469 global IT and marketing professionals. It finds that while most see big data as an opportunity, there is a disconnect between IT and marketing departments in how they collaborate on big data initiatives. Both sides agree more investment in data scientists is needed to maximize big data's potential but recognize challenges in skills gaps and a lack of communication between top managers. The future of big data is predicted to grow substantially across industries globally by 2018, though regulations and consumer privacy concerns present challenges that companies must address.
This document discusses research on the lack of women in IT careers. While 19% of those surveyed do not believe there is a shortage, 66% work in departments where less than a quarter of employees are female. Responses for the shortage varied - 36% of women felt it was a perception problem, while 27% of men believed women do not think in ways required for IT. Opinions were mixed on the impact, with 60% believing the imbalance is negative but 22% of men viewing it positively.
Emerging Markets: No More BRICS in the Wall?IDG Connect
As major economies continue to struggle and previously up and coming
markets such as Brazil and China mature, IDG Connect investigates
opinion on the next emerging markets. With expanded background on
Indonesia, Vietnam, Myanmar and Qatar, this paper also presents local
opinions from experts on the ground.
The Brazilian mobile device market is booming. Mobile phone penetration levels are reported to be well over 100% [Source: Wireless Intelligence]. However, a 2011 Nielsen report into global youth mobile ownership shows the country has a high level of multiple subscriptions among the younger generation, which have skewed the true figures. Despite
the size of this market, mobility in the workplace has yet to be investigated. To rectify this, in June we interviewed a select group of 33 IT and business professionals to gain an insight into Brazilian mobility within the office. The results, though small, help provide a greater understanding of business mobile use in Brazil.
Africa 2013: Cyber-Crime, Hacking & MalwareIDG Connect
Egypt has seen a sharp rise in cybercrime and malware in recent years. Political unrest led the government to shut off internet access during protests in 2011. Egypt now ranks third globally for phishing attacks and had one of the highest malware infection rates in Africa in 2012. The government is working to establish comprehensive cybersecurity laws and regulations but currently has only piecemeal legislation across various bills. Reducing software piracy by 10% could generate $287 million and nearly 2,000 new IT jobs for Egypt.
"Scaling RAG Applications to serve millions of users", Kevin GoedeckeFwdays
How we managed to grow and scale a RAG application from zero to thousands of users in 7 months. Lessons from technical challenges around managing high load for LLMs, RAGs and Vector databases.
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.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
"NATO Hackathon Winner: AI-Powered Drug Search", Taras KlobaFwdays
This is a session that details how PostgreSQL's features and Azure AI Services can be effectively used to significantly enhance the search functionality in any application.
In this session, we'll share insights on how we used PostgreSQL to facilitate precise searches across multiple fields in our mobile application. The techniques include using LIKE and ILIKE operators and integrating a trigram-based search to handle potential misspellings, thereby increasing the search accuracy.
We'll also discuss how the azure_ai extension on PostgreSQL databases in Azure and Azure AI Services were utilized to create vectors from user input, a feature beneficial when users wish to find specific items based on text prompts. While our application's case study involves a drug search, the techniques and principles shared in this session can be adapted to improve search functionality in a wide range of applications. Join us to learn how PostgreSQL and Azure AI can be harnessed to enhance your application's search capability.
Security in the Hybrid Cloud Now and in 2016 IDG Connect
New research conducted by IDG Connect, on behalf of F5, collates the views of 50 IT decision makers in large organisations across Australia and Singapore. This infographic investigates the state of current security practices in the hybrid cloud and looks at where things are likely to head by 2016.
The majority of organizations in France, Germany and the UK have more work to do to implement security measures required by new EU regulations on networking, information security, and data protection that take effect in the next two to three years. A survey found that only 39% have all measures in place for the Network and Information Security regulation, and only 20% have all measures for the General Data Protection Regulation. Establishing new hardware, software, and security policies to comply with the regulations is seen as the biggest challenge, along with high implementation costs. In-house IT departments are expected to take primary responsibility for assessing compliance requirements and developing policies.
OpenStack: The Platform of Choice for Cloud [Infographic]IDG Connect
An IDG Connect survey found that many organizations are on their second or third implementation of private cloud using either internally developed solutions or vendor offerings. Companies face challenges like resource management, application management, application migration, and simplifying IT management. Vendors and system integrators can help address these issues and provide guidance on starting an OpenStack implementation to manage private cloud environments.
Digital Maturity in the Financial Sector IDG Connect
The digital maturity of Financial Services through South East Asia currently lags behind
some markets like China. Yet looking ahead, it is set to change over the next 18 months
– if the cost barriers preventing organizations from achieving digital maturity can be overcome. This infographic highlights core digital marketing trends in the finance sector for 2015 and beyond, collected from a split of 150 senior marketers in Malaysia, Thailand, Singapore and Indonesia.
This infographic, produced by IDG Connect, provides feedback from 110 C-Level and IT decision makers on desktop virtualisation. These professionals come from a broad range of industries and help deliver a snapshot of industry opinion on Desktop as a Service through the UK.
20 Red Hot, Pre-IPO Companies in 2015 B2B TechIDG Connect
This document profiles 20 privately held tech companies that the author believes have good prospects for an initial public offering (IPO) in 2015. It provides a brief overview and analysis of each company, including their market opportunity and competitiveness, funding to date, and interviews with executives. The author notes that not all of the companies will necessarily IPO, as some may be acquired, but they each have a chance to go public if market conditions are right and they can continue executing well. The purpose is to survey interesting pre-IPO companies, not to predict their success or failure on public markets.
The Cloud may invoke images of effervescence that leaves no trace,
but in reality the Cloud means just another data center, along with the
accompanying Carbon Footprint. The issue of being Green has never
been higher on the agenda, but how do professionals feel about Green IT,
and how does this vary either side of the Atlantic? This paper compares
the enthusiasm for Green IT between the US and Europe.
The document discusses Ethiopia's efforts to build a private sector and attract foreign investment through its $79 billion Growth and Transformation Plan. Some key points:
- The plan aims to boost infrastructure like roads, railways, and a large hydroelectric dam, but the World Bank and IMF are concerned it is "crowding out" the private sector.
- Foreign interest is rising due to Ethiopia's large, low-cost workforce and central location, but its business culture can be difficult for outsiders to understand given the country's history of state dominance.
- Ethiopia has ambitious goals but faces challenges in transitioning to a market-driven economy and making credit available to support private businesses. Success will
Healthcare Report: Robots, Tablets & Social MediaIDG Connect
IDG Connect has released a new report on how consumer devices are dramatically changing healthcare. It examines the numerous benefits it offers, such as the integration of iPads into practicing medicine, and the use of apps that can track patient health. It also questions the impact of these devices on the patient-doctor relationship. Are these devices actually improving patient care – or are they contributing to destroying the heart of healthcare – the traditional patient-doctor relationship?
The document summarizes research from IDG Connect on legal and marketing professionals' views of US data privacy laws. The research found that 81% of respondents did not think US privacy laws were sufficient or did not know if they were sufficient. Both legal and marketing professionals shared similar views, with only around 20% feeling current laws go far enough. The US has a fragmented approach to data privacy laws compared to a unified approach in the EU. There is debate around whether proposed stronger EU privacy laws under the GDPR will have significant impacts on US companies.
This document provides an overview of big data in 2013 based on a survey of 469 global IT and marketing professionals. It finds that while most see big data as an opportunity, there is a disconnect between IT and marketing departments in how they collaborate on big data initiatives. Both sides agree more investment in data scientists is needed to maximize big data's potential but recognize challenges in skills gaps and a lack of communication between top managers. The future of big data is predicted to grow substantially across industries globally by 2018, though regulations and consumer privacy concerns present challenges that companies must address.
This document discusses research on the lack of women in IT careers. While 19% of those surveyed do not believe there is a shortage, 66% work in departments where less than a quarter of employees are female. Responses for the shortage varied - 36% of women felt it was a perception problem, while 27% of men believed women do not think in ways required for IT. Opinions were mixed on the impact, with 60% believing the imbalance is negative but 22% of men viewing it positively.
Emerging Markets: No More BRICS in the Wall?IDG Connect
As major economies continue to struggle and previously up and coming
markets such as Brazil and China mature, IDG Connect investigates
opinion on the next emerging markets. With expanded background on
Indonesia, Vietnam, Myanmar and Qatar, this paper also presents local
opinions from experts on the ground.
The Brazilian mobile device market is booming. Mobile phone penetration levels are reported to be well over 100% [Source: Wireless Intelligence]. However, a 2011 Nielsen report into global youth mobile ownership shows the country has a high level of multiple subscriptions among the younger generation, which have skewed the true figures. Despite
the size of this market, mobility in the workplace has yet to be investigated. To rectify this, in June we interviewed a select group of 33 IT and business professionals to gain an insight into Brazilian mobility within the office. The results, though small, help provide a greater understanding of business mobile use in Brazil.
Africa 2013: Cyber-Crime, Hacking & MalwareIDG Connect
Egypt has seen a sharp rise in cybercrime and malware in recent years. Political unrest led the government to shut off internet access during protests in 2011. Egypt now ranks third globally for phishing attacks and had one of the highest malware infection rates in Africa in 2012. The government is working to establish comprehensive cybersecurity laws and regulations but currently has only piecemeal legislation across various bills. Reducing software piracy by 10% could generate $287 million and nearly 2,000 new IT jobs for Egypt.
"Scaling RAG Applications to serve millions of users", Kevin GoedeckeFwdays
How we managed to grow and scale a RAG application from zero to thousands of users in 7 months. Lessons from technical challenges around managing high load for LLMs, RAGs and Vector databases.
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.
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/temporal-event-neural-networks-a-more-efficient-alternative-to-the-transformer-a-presentation-from-brainchip/
Chris Jones, Director of Product Management at BrainChip , presents the “Temporal Event Neural Networks: A More Efficient Alternative to the Transformer” tutorial at the May 2024 Embedded Vision Summit.
The expansion of AI services necessitates enhanced computational capabilities on edge devices. Temporal Event Neural Networks (TENNs), developed by BrainChip, represent a novel and highly efficient state-space network. TENNs demonstrate exceptional proficiency in handling multi-dimensional streaming data, facilitating advancements in object detection, action recognition, speech enhancement and language model/sequence generation. Through the utilization of polynomial-based continuous convolutions, TENNs streamline models, expedite training processes and significantly diminish memory requirements, achieving notable reductions of up to 50x in parameters and 5,000x in energy consumption compared to prevailing methodologies like transformers.
Integration with BrainChip’s Akida neuromorphic hardware IP further enhances TENNs’ capabilities, enabling the realization of highly capable, portable and passively cooled edge devices. This presentation delves into the technical innovations underlying TENNs, presents real-world benchmarks, and elucidates how this cutting-edge approach is positioned to revolutionize edge AI across diverse applications.
"NATO Hackathon Winner: AI-Powered Drug Search", Taras KlobaFwdays
This is a session that details how PostgreSQL's features and Azure AI Services can be effectively used to significantly enhance the search functionality in any application.
In this session, we'll share insights on how we used PostgreSQL to facilitate precise searches across multiple fields in our mobile application. The techniques include using LIKE and ILIKE operators and integrating a trigram-based search to handle potential misspellings, thereby increasing the search accuracy.
We'll also discuss how the azure_ai extension on PostgreSQL databases in Azure and Azure AI Services were utilized to create vectors from user input, a feature beneficial when users wish to find specific items based on text prompts. While our application's case study involves a drug search, the techniques and principles shared in this session can be adapted to improve search functionality in a wide range of applications. Join us to learn how PostgreSQL and Azure AI can be harnessed to enhance your application's search capability.
Connector Corner: Seamlessly power UiPath Apps, GenAI with prebuilt connectorsDianaGray10
Join us to learn how UiPath Apps can directly and easily interact with prebuilt connectors via Integration Service--including Salesforce, ServiceNow, Open GenAI, and more.
The best part is you can achieve this without building a custom workflow! Say goodbye to the hassle of using separate automations to call APIs. By seamlessly integrating within App Studio, you can now easily streamline your workflow, while gaining direct access to our Connector Catalog of popular applications.
We’ll discuss and demo the benefits of UiPath Apps and connectors including:
Creating a compelling user experience for any software, without the limitations of APIs.
Accelerating the app creation process, saving time and effort
Enjoying high-performance CRUD (create, read, update, delete) operations, for
seamless data management.
Speakers:
Russell Alfeche, Technology Leader, RPA at qBotic and UiPath MVP
Charlie Greenberg, host
"What does it really mean for your system to be available, or how to define w...Fwdays
We will talk about system monitoring from a few different angles. We will start by covering the basics, then discuss SLOs, how to define them, and why understanding the business well is crucial for success in this exercise.
AppSec PNW: Android and iOS Application Security with MobSFAjin Abraham
Mobile Security Framework - MobSF is a free and open source automated mobile application security testing environment designed to help security engineers, researchers, developers, and penetration testers to identify security vulnerabilities, malicious behaviours and privacy concerns in mobile applications using static and dynamic analysis. It supports all the popular mobile application binaries and source code formats built for Android and iOS devices. In addition to automated security assessment, it also offers an interactive testing environment to build and execute scenario based test/fuzz cases against the application.
This talk covers:
Using MobSF for static analysis of mobile applications.
Interactive dynamic security assessment of Android and iOS applications.
Solving Mobile app CTF challenges.
Reverse engineering and runtime analysis of Mobile malware.
How to shift left and integrate MobSF/mobsfscan SAST and DAST in your build pipeline.
From Natural Language to Structured Solr Queries using LLMsSease
This talk draws on experimentation to enable AI applications with Solr. One important use case is to use AI for better accessibility and discoverability of the data: while User eXperience techniques, lexical search improvements, and data harmonization can take organizations to a good level of accessibility, a structural (or “cognitive” gap) remains between the data user needs and the data producer constraints.
That is where AI – and most importantly, Natural Language Processing and Large Language Model techniques – could make a difference. This natural language, conversational engine could facilitate access and usage of the data leveraging the semantics of any data source.
The objective of the presentation is to propose a technical approach and a way forward to achieve this goal.
The key concept is to enable users to express their search queries in natural language, which the LLM then enriches, interprets, and translates into structured queries based on the Solr index’s metadata.
This approach leverages the LLM’s ability to understand the nuances of natural language and the structure of documents within Apache Solr.
The LLM acts as an intermediary agent, offering a transparent experience to users automatically and potentially uncovering relevant documents that conventional search methods might overlook. The presentation will include the results of this experimental work, lessons learned, best practices, and the scope of future work that should improve the approach and make it production-ready.
"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!
Northern Engraving | Modern Metal Trim, Nameplates and Appliance PanelsNorthern Engraving
What began over 115 years ago as a supplier of precision gauges to the automotive industry has evolved into being an industry leader in the manufacture of product branding, automotive cockpit trim and decorative appliance trim. Value-added services include in-house Design, Engineering, Program Management, Test Lab and Tool Shops.
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.
Main news related to the CCS TSI 2023 (2023/1695)Jakub Marek
An English 🇬🇧 translation of a presentation to the speech I gave about the main changes brought by CCS TSI 2023 at the biggest Czech conference on Communications and signalling systems on Railways, which was held in Clarion Hotel Olomouc from 7th to 9th November 2023 (konferenceszt.cz). Attended by around 500 participants and 200 on-line followers.
The original Czech 🇨🇿 version of the presentation can be found here: https://www.slideshare.net/slideshow/hlavni-novinky-souvisejici-s-ccs-tsi-2023-2023-1695/269688092 .
The videorecording (in Czech) from the presentation is available here: https://youtu.be/WzjJWm4IyPk?si=SImb06tuXGb30BEH .
inQuba Webinar Mastering Customer Journey Management with Dr Graham HillLizaNolte
HERE IS YOUR WEBINAR CONTENT! 'Mastering Customer Journey Management with Dr. Graham Hill'. We hope you find the webinar recording both insightful and enjoyable.
In this webinar, we explored essential aspects of Customer Journey Management and personalization. Here’s a summary of the key insights and topics discussed:
Key Takeaways:
Understanding the Customer Journey: Dr. Hill emphasized the importance of mapping and understanding the complete customer journey to identify touchpoints and opportunities for improvement.
Personalization Strategies: We discussed how to leverage data and insights to create personalized experiences that resonate with customers.
Technology Integration: Insights were shared on how inQuba’s advanced technology can streamline customer interactions and drive operational efficiency.
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.
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor IvaniukFwdays
At this talk we will discuss DDoS protection tools and best practices, discuss network architectures and what AWS has to offer. Also, we will look into one of the largest DDoS attacks on Ukrainian infrastructure that happened in February 2022. We'll see, what techniques helped to keep the web resources available for Ukrainians and how AWS improved DDoS protection for all customers based on Ukraine experience
Session 1 - Intro to Robotic Process Automation.pdfUiPathCommunity
👉 Check out our full 'Africa Series - Automation Student Developers (EN)' page to register for the full program:
https://bit.ly/Automation_Student_Kickstart
In this session, we shall introduce you to the world of automation, the UiPath Platform, and guide you on how to install and setup UiPath Studio on your Windows PC.
📕 Detailed agenda:
What is RPA? Benefits of RPA?
RPA Applications
The UiPath End-to-End Automation Platform
UiPath Studio CE Installation and Setup
💻 Extra training through UiPath Academy:
Introduction to Automation
UiPath Business Automation Platform
Explore automation development with UiPath Studio
👉 Register here for our upcoming Session 2 on June 20: Introduction to UiPath Studio Fundamentals: https://community.uipath.com/events/details/uipath-lagos-presents-session-2-introduction-to-uipath-studio-fundamentals/