Connect Devices to the Cloud using ZigBee
1. Introduction to XBee - S1 , S2, Explorer
2. Using XBee - Tools, protocols, data sheet, modes
3. Case Study: Real World implementation in a Smart Home System
Building a sensor network controller using Apache Felix as the main software component. Describes architecture of an OSGi-based application and features provided by OSGi.
This document discusses several topics related to telecom access networks and SDN/cloud native technologies:
1. Multi-Access Edge Computing (MEC) and how it is being applied to mobile and broadband access networks.
2. SDN and network function virtualization (NFV) technologies and their use in radio access networks (RAN), virtual Evolved Packet Core (vEPC), and network slicing.
3. Open source projects and standards including O-RAN, Open Broadband Access Abstraction (OB-BAA), SEBA, and COMAC that are developing SDN/NFV solutions for telecom networks.
This document provides instructions for setting up a NetFlow collection and analysis system using Logstash, Elasticsearch, and Kibana. It explains what NetFlow is and discusses using Mikrotik routers and Logstash to collect NetFlow data. Logstash would process and index the NetFlow data into Elasticsearch for storage. Kibana could then be used to visualize and analyze the NetFlow data from Elasticsearch. The document concludes by providing step-by-step configuration instructions for Logstash, Elasticsearch, and Kibana to enable NetFlow collection, storage, and analysis.
Refer to RTP Programmability and Automation Meetup Group:
https://www.meetup.com/Cisco-Programmability-and-Automation-Meetup-Group/events/278002529/
As engineers embrace infrastructure-as-code, building in testing and sanity checks of the proposed changes becomes critical. Batfish is an open-source tool that does network configuration analysis. Some of the project’s capabilities include analysis of system information, routing and forwarding tables, and ACLs. Batfish is written in python and is consumable in python, but also has Ansible modules available.
Blockchain Software for Hardware: The Canaan AvalonMiner Open Source Embedded...Mike Qin
The Canaan AvalonMiner 721 is hardware blockchain securing hardware technology built using Open Source software. The latest hardware AvalonMiner 721 contains 72 customized ASIC processors named Canaan A3212 which are harmonized together and then across potentially thousands of other AvalonMiners, to do SHA-256 hashing calculations.From the software toolchain all the way to OpenWrt used in Canaan's AvalonMiner Controller, this presentation describes the entire process from start to finish how the software is built, developed, launched and maintained. Of specific interest are the contributions by Canaan back to the Open Source community, including to CGMiner, OpenWRT and other projects.
This document provides technical specifications for Invite's online infrastructure including networking switches from Brocade and Dell, as well as Citrix Netscaler appliances. The infrastructure supports up to 10 Gbps connectivity and includes Brocade XMR 1600 and ServerIron ADX 4000 switches, Citrix Netscaler 9010 appliances, and Dell rack mounted servers.
Connecting the smart factory to the cloud with MQTT and SparkplugIan Skerrett
This document summarizes a webcast about connecting smart factories to the cloud using MQTT and Sparkplug. It introduces the speakers and discusses challenges with traditional OT systems, how MQTT and Sparkplug address these challenges, and key concepts of Sparkplug. It also previews a live demo showing how devices in a factory can securely communicate with cloud services using MQTT and Sparkplug without requiring any new software installations.
Building a sensor network controller using Apache Felix as the main software component. Describes architecture of an OSGi-based application and features provided by OSGi.
This document discusses several topics related to telecom access networks and SDN/cloud native technologies:
1. Multi-Access Edge Computing (MEC) and how it is being applied to mobile and broadband access networks.
2. SDN and network function virtualization (NFV) technologies and their use in radio access networks (RAN), virtual Evolved Packet Core (vEPC), and network slicing.
3. Open source projects and standards including O-RAN, Open Broadband Access Abstraction (OB-BAA), SEBA, and COMAC that are developing SDN/NFV solutions for telecom networks.
This document provides instructions for setting up a NetFlow collection and analysis system using Logstash, Elasticsearch, and Kibana. It explains what NetFlow is and discusses using Mikrotik routers and Logstash to collect NetFlow data. Logstash would process and index the NetFlow data into Elasticsearch for storage. Kibana could then be used to visualize and analyze the NetFlow data from Elasticsearch. The document concludes by providing step-by-step configuration instructions for Logstash, Elasticsearch, and Kibana to enable NetFlow collection, storage, and analysis.
Refer to RTP Programmability and Automation Meetup Group:
https://www.meetup.com/Cisco-Programmability-and-Automation-Meetup-Group/events/278002529/
As engineers embrace infrastructure-as-code, building in testing and sanity checks of the proposed changes becomes critical. Batfish is an open-source tool that does network configuration analysis. Some of the project’s capabilities include analysis of system information, routing and forwarding tables, and ACLs. Batfish is written in python and is consumable in python, but also has Ansible modules available.
Blockchain Software for Hardware: The Canaan AvalonMiner Open Source Embedded...Mike Qin
The Canaan AvalonMiner 721 is hardware blockchain securing hardware technology built using Open Source software. The latest hardware AvalonMiner 721 contains 72 customized ASIC processors named Canaan A3212 which are harmonized together and then across potentially thousands of other AvalonMiners, to do SHA-256 hashing calculations.From the software toolchain all the way to OpenWrt used in Canaan's AvalonMiner Controller, this presentation describes the entire process from start to finish how the software is built, developed, launched and maintained. Of specific interest are the contributions by Canaan back to the Open Source community, including to CGMiner, OpenWRT and other projects.
This document provides technical specifications for Invite's online infrastructure including networking switches from Brocade and Dell, as well as Citrix Netscaler appliances. The infrastructure supports up to 10 Gbps connectivity and includes Brocade XMR 1600 and ServerIron ADX 4000 switches, Citrix Netscaler 9010 appliances, and Dell rack mounted servers.
Connecting the smart factory to the cloud with MQTT and SparkplugIan Skerrett
This document summarizes a webcast about connecting smart factories to the cloud using MQTT and Sparkplug. It introduces the speakers and discusses challenges with traditional OT systems, how MQTT and Sparkplug address these challenges, and key concepts of Sparkplug. It also previews a live demo showing how devices in a factory can securely communicate with cloud services using MQTT and Sparkplug without requiring any new software installations.
Kubernetes Native Infrastructure and CoreOS Operator Framework for 5G Edge Cl...Hidetsugu Sugiyama
This session will discuss K8s solutions and Telco Intelligent-edge possibilities by integrate with CoreOS Operator Framework that can manage CNFs, state-full and other complex stateless container applications.
ZigBee is more popular than other wireless technologies for low-power sensor networks due to its small memory footprint and energy efficiency. However, its security is weaker, as it offers no protection against replay attacks where an attacker resends recorded packets. KillerBee is a tool that exposes vulnerabilities in ZigBee security through sniffing devices, replaying data streams, and cracking stored encryption keys, which can enable attacks like remotely unlocking a locked door. While the required hardware is relatively inexpensive, overwriting device firmware requires additional debugging equipment.
This document discusses chip design in LabVIEW using an FPGA. It describes using a Xilinx Spartan 3E FPGA with LabVIEW FPGA. It discusses implementing softcore processors like Picoblaze and Microblaze on the FPGA to create a system on chip. It also discusses using a Network-on-Chip (NoC) for multicore implementations and integrating IP cores. It envisions future work integrating Microblaze using CLIP and physical mapping tools in LabVIEW.
This document summarizes a project that investigated the use of OCP (Open Core Protocol) and SPIRIT IP-XACT standards for integrating IP cores into systems-on-chip. Key activities included designing Spacewire and LEON2FT processors with OCP interfaces, developing AMBA-OCP bridges, and packaging the IP cores using IP-XACT. The results demonstrate that OCP is less complex than AMBA but has more configurations, and that IP-XACT shows promise for packaging and exchanging IP cores between teams.
1) The document discusses Kubernetes Native Infrastructure (KNI) and how it can optimize OpenShift for real-time and networking workloads like C-RAN and MEC. KNI focuses on areas like optimized networking, low latency, and small footprints.
2) OpenDataHub is introduced as a way to provide AI/ML as a service on OpenShift platforms using technologies like GPUs, FPGAs, and a technology roadmap.
3) Knative and serverless capabilities on OpenShift are summarized, noting how Knative provides functions as a service, events, serving, and building capabilities using OpenShift and underlying technologies.
This document proposes a binding scheme that uses physical unclonable functions (PUFs) and finite state machines (FSMs) to bind hardware IP cores to specific FPGA devices, enabling pay-per-device licensing. It aims to address limitations of existing encryption-based schemes by not requiring on-chip secret key storage. The scheme works by enrolling FPGA devices and IP cores, then licensing cores to devices based on their unique PUF responses and bound FSMs. This allows protection of both single FPGA configurations and third-party IP cores without secrets or expensive hardware.
[Lightning talk] Next generation computing with fpga Rolf Huisman
This document provides an introduction to field programmable gate arrays (FPGAs) and their use in next generation computing. It explains that FPGAs allow users to create their own custom processors by programming logic gates and interconnects on the chip. The document discusses how FPGAs can run neural networks and provide more processing power than CPUs. It also summarizes the speaker's past projects using FPGAs on Raspberry Pi boards and their performance advantages over traditional servers.
This diagram depicts the connectivity between various cloud providers and networks. It shows the physical connections between cloud platforms like AWS, Azure, Google Cloud, and others. It also illustrates the internet exchanges and network providers that interconnect these cloud networks globally.
The document introduces the NIO100 Demo Box, which is designed to:
1. Demonstrate a live end-to-end IoT scenario simulating sensors connecting to the cloud through an IoT gateway.
2. Showcase how NEXCOM's IoT Studio gateway builder can quickly complete sensor data integration tasks.
3. Provide an easy, affordable, and portable demo setup for showcasing IoT solutions to customers and developers.
The demo box simulates a water treatment plant monitoring system using switches to represent sensor data, which is sent to the IBM Bluemix cloud platform via a NEXCOM IoT gateway and NIO100 device. The dashboard then visualizes the simulated sensor
Calico is an open source project that provides networking and network policy in Kubernetes clusters. It uses a pure IP networking fabric for high performance networking and enforces network policies. The document then provides steps to configure a Kubernetes cluster with Calico networking by installing Calico, creating namespaces and pods, applying isolation policies to deny ingress traffic by default, and then allowing access to specific pods by applying a network policy file.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
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.
"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.
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 .
"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
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!
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
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
Kubernetes Native Infrastructure and CoreOS Operator Framework for 5G Edge Cl...Hidetsugu Sugiyama
This session will discuss K8s solutions and Telco Intelligent-edge possibilities by integrate with CoreOS Operator Framework that can manage CNFs, state-full and other complex stateless container applications.
ZigBee is more popular than other wireless technologies for low-power sensor networks due to its small memory footprint and energy efficiency. However, its security is weaker, as it offers no protection against replay attacks where an attacker resends recorded packets. KillerBee is a tool that exposes vulnerabilities in ZigBee security through sniffing devices, replaying data streams, and cracking stored encryption keys, which can enable attacks like remotely unlocking a locked door. While the required hardware is relatively inexpensive, overwriting device firmware requires additional debugging equipment.
This document discusses chip design in LabVIEW using an FPGA. It describes using a Xilinx Spartan 3E FPGA with LabVIEW FPGA. It discusses implementing softcore processors like Picoblaze and Microblaze on the FPGA to create a system on chip. It also discusses using a Network-on-Chip (NoC) for multicore implementations and integrating IP cores. It envisions future work integrating Microblaze using CLIP and physical mapping tools in LabVIEW.
This document summarizes a project that investigated the use of OCP (Open Core Protocol) and SPIRIT IP-XACT standards for integrating IP cores into systems-on-chip. Key activities included designing Spacewire and LEON2FT processors with OCP interfaces, developing AMBA-OCP bridges, and packaging the IP cores using IP-XACT. The results demonstrate that OCP is less complex than AMBA but has more configurations, and that IP-XACT shows promise for packaging and exchanging IP cores between teams.
1) The document discusses Kubernetes Native Infrastructure (KNI) and how it can optimize OpenShift for real-time and networking workloads like C-RAN and MEC. KNI focuses on areas like optimized networking, low latency, and small footprints.
2) OpenDataHub is introduced as a way to provide AI/ML as a service on OpenShift platforms using technologies like GPUs, FPGAs, and a technology roadmap.
3) Knative and serverless capabilities on OpenShift are summarized, noting how Knative provides functions as a service, events, serving, and building capabilities using OpenShift and underlying technologies.
This document proposes a binding scheme that uses physical unclonable functions (PUFs) and finite state machines (FSMs) to bind hardware IP cores to specific FPGA devices, enabling pay-per-device licensing. It aims to address limitations of existing encryption-based schemes by not requiring on-chip secret key storage. The scheme works by enrolling FPGA devices and IP cores, then licensing cores to devices based on their unique PUF responses and bound FSMs. This allows protection of both single FPGA configurations and third-party IP cores without secrets or expensive hardware.
[Lightning talk] Next generation computing with fpga Rolf Huisman
This document provides an introduction to field programmable gate arrays (FPGAs) and their use in next generation computing. It explains that FPGAs allow users to create their own custom processors by programming logic gates and interconnects on the chip. The document discusses how FPGAs can run neural networks and provide more processing power than CPUs. It also summarizes the speaker's past projects using FPGAs on Raspberry Pi boards and their performance advantages over traditional servers.
This diagram depicts the connectivity between various cloud providers and networks. It shows the physical connections between cloud platforms like AWS, Azure, Google Cloud, and others. It also illustrates the internet exchanges and network providers that interconnect these cloud networks globally.
The document introduces the NIO100 Demo Box, which is designed to:
1. Demonstrate a live end-to-end IoT scenario simulating sensors connecting to the cloud through an IoT gateway.
2. Showcase how NEXCOM's IoT Studio gateway builder can quickly complete sensor data integration tasks.
3. Provide an easy, affordable, and portable demo setup for showcasing IoT solutions to customers and developers.
The demo box simulates a water treatment plant monitoring system using switches to represent sensor data, which is sent to the IBM Bluemix cloud platform via a NEXCOM IoT gateway and NIO100 device. The dashboard then visualizes the simulated sensor
Calico is an open source project that provides networking and network policy in Kubernetes clusters. It uses a pure IP networking fabric for high performance networking and enforces network policies. The document then provides steps to configure a Kubernetes cluster with Calico networking by installing Calico, creating namespaces and pods, applying isolation policies to deny ingress traffic by default, and then allowing access to specific pods by applying a network policy file.
Programming Foundation Models with DSPy - Meetup SlidesZilliz
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
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.
"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.
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 .
"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
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!
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
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
Taking AI to the Next Level in Manufacturing.pdfssuserfac0301
Read Taking AI to the Next Level in Manufacturing to gain insights on AI adoption in the manufacturing industry, such as:
1. How quickly AI is being implemented in manufacturing.
2. Which barriers stand in the way of AI adoption.
3. How data quality and governance form the backbone of AI.
4. Organizational processes and structures that may inhibit effective AI adoption.
6. Ideas and approaches to help build your organization's AI strategy.
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?
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.
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.
How to Interpret Trends in the Kalyan Rajdhani Mix Chart.pdfChart Kalyan
A Mix Chart displays historical data of numbers in a graphical or tabular form. The Kalyan Rajdhani Mix Chart specifically shows the results of a sequence of numbers over different periods.
ZigBee is a specification for a suite of high-level communication protocols used to create personal area networks built from small, low-power digital radios. ZigBee is based on an IEEE 802.15.4 standard. Though its low power consumption limits transmission distances to 10–100 meters line-of-sight, depending on power output and environmental characteristics,[1] ZigBee devices can transmit data over long distances by passing data through a mesh network of intermediate devices to reach more distant ones. ZigBee is typically used in low data rate applications that require long battery life and secure networking (ZigBee networks are secured by 128 bit symmetric encryption keys.) ZigBee has a defined rate of 250 kbit/s, best suited for intermittent data transmissions from a sensor or input device. Applications include wireless light switches, electrical meters with in-home-displays, traffic management systems, and other consumer and industrial equipment that requires short-range low-rate wireless data transfer. The technology defined by the ZigBee specification is intended to be simpler and less expensive than other wireless personal area networks (WPANs), such as Bluetooth or Wi-Fi.
ZigBee was conceived in 1998, standardized in 2003, and revised in 2006. The name refers to the waggle dance of honey bees after their return to the beehive.[2]
XBee is the brand name from Digi International for a family of form factor compatible radio modules.
The first XBee radios were introduced under the MaxStream brand in 2005 and were based on the 802.15.4-2003 standard designed for point-to-point and star communications at over-the-air baud rates of 250 kbit/s.
---Why use 802.15.4 or ZigBee? Couldn't you just use Bluetooth or Wi-Fi?
IEEE 802.15.4 and ZigBee were designed from the ground up to enable "wireless network of things," where things are such modest devices as thermostats, security devices and gas meters. Four things characterize these "networks of things":
Low cost: Many of these networked 'things' are low cost. The networking component must also be low cost.
Low power: Many applications require battery power, and their batteries must last for years.
High reliability, low "touch": These applications need to run without ever requiring human intervention.
Highly scalable: Many applications require networking hundreds or thousands of devices.
By contrast, Bluetooth was designed essentially as a wire replacement, often between your cell phone and nearby devices, such as headsets and PDAs. It satisfies the low cost requirement, but doesn't do well for the remaining three requirements:
A Bluetooth device might last for weeks without a recharge, but not months and certainly not years.
Bluetooth devices generally expect a human to be in the loop for configuring and maintaining the connections.
Bluetooth is designed to efficiently handle eight devices (one master and seven slaves). After that, communication rates slow down substantially.
And 802.11, also known as Wi-Fi, has similar issues. Although it is an excellent solution for linking laptops and desktop machines to wired networks, 802.11 is notoriously bad on power consumption.
Zigbee protocal
Support for multiple network topologies such as point-to-point,
point-to-multipoint and mesh networks
Low duty cycle – provides long battery life
Low latency
Direct Sequence Spread Spectrum (DSSS)
Up to 65,000 nodes per network
128-bit AES encryption for secure data connections
Collision avoidance, retries and acknowledgements