The main challenges in managing secure software update in cellular IoT, which aspects a service provider / OEM need to take into account to successfully update their devices.
Top 10 Reasons Enterprises Prefer Juniper WirelessJuniper Networks
Juniper's WLAN solution meets the mobility needs of today's enterprises by delivering the highest levels of reliability, scalability, management and security. Click to learn more about Juniper Networks: http://juni.pr/CBlpSS
iDirect's solution for electric ulitiesJoshua Cohen
The whole 'smart grid' trend is very big in the utilities space. This is a VSAT solution that can help IT Ptos and Operations staff in utilities implement smart grid in their enterprise
Healthcare Infrastructure Solutions that Deliver Dramatic SavingsMestizo Enterprises
Shrinking Budgets, Consolidation, and the incessant demand for more functionality, more services, more integration at lower cost is harming healthcare operations. Decision Makers are at a loss when faced with technical decisions that force them to spend money on cable plants, network switches, telco closet expansions to meet "today's standards", and more and more energy consumption. Sandia National LABS cut more than 1 Million Kilowatt hours and is predicting a savings of 20 Million Dollars over the next 5 years alone and they spent less money on upgrades than ever before.
Top 10 Reasons Enterprises Prefer Juniper WirelessJuniper Networks
Juniper's WLAN solution meets the mobility needs of today's enterprises by delivering the highest levels of reliability, scalability, management and security. Click to learn more about Juniper Networks: http://juni.pr/CBlpSS
iDirect's solution for electric ulitiesJoshua Cohen
The whole 'smart grid' trend is very big in the utilities space. This is a VSAT solution that can help IT Ptos and Operations staff in utilities implement smart grid in their enterprise
Healthcare Infrastructure Solutions that Deliver Dramatic SavingsMestizo Enterprises
Shrinking Budgets, Consolidation, and the incessant demand for more functionality, more services, more integration at lower cost is harming healthcare operations. Decision Makers are at a loss when faced with technical decisions that force them to spend money on cable plants, network switches, telco closet expansions to meet "today's standards", and more and more energy consumption. Sandia National LABS cut more than 1 Million Kilowatt hours and is predicting a savings of 20 Million Dollars over the next 5 years alone and they spent less money on upgrades than ever before.
new shores international college bangalore - New shores Collegenew shores
Visit: http://newshores.info/
new shores international college bangalore - New shores College
new shores international college bangalore - New shores College
new shores international college bangalore - New shores College
new shores international college bangalore - New shores College
AI firsts: Leading from research to proof-of-conceptQualcomm Research
AI has made tremendous progress over the past decade, with many advancements coming from fundamental research from many decades ago. Accelerating the pipeline from research to commercialization has been daunting since scaling technologies in the real world faces many challenges beyond the theoretical work done in the lab. Qualcomm AI Research has taken on the task of not only generating novel AI research but also being first to demonstrate proof-of-concepts on commercial devices, enabling technology to scale in the real world. This presentation covers:
The challenges of deploying cutting-edge research on real-world mobile devices
How Qualcomm AI Research is solving system and feasibility challenges with full-stack optimizations to quickly move from research to commercialization
Examples where Qualcomm AI Research has had industrial or academic firsts
ClearSpace Aeronautics (CSA) is a futuristic Drone (sUAS) Aviation, Aeronautics and Aerospace Company. It’s the home of the first DRONE AVIATION DEFENSE SYSTEMTM that protects Aircraft from Drones by keeping Drones away from Aircraft flight paths to prevent catastrophic Drone collisions with Aircraft and save lives. The Drone Aviation Defense System is part of CSA’s Drone Defense System Core which uses propriety algorithms, sensors, firmware and devices to equip the “Drone Avionics Radar” (DAR), which is the only proactive Drone Radar System.
Get an overview of Qualcomm Technologies, Inc.'s power and performance profiling tools, and how these tools can help you create more efficient apps. Covered topics include using profiling tools to determine whether your app exhibits behavior that causes excessive power consumption, how to resolve the top five power-related problems and more.
Watch this presentation on YouTube: https://www.youtube.com/watch?v=9Uc0qpMzfw0
Using lo rawan and vibration monitoring for predictive maintenance v2Actility
In order to help manufacturers implement predictive maintenance solutions to anticipate defects in industrial equipment as early as possible, Actility joined forces with industry leaders NKE Watteco and WMW and created an end-to-end IoT Solution for Predictive Maintenance by Vibration Monitoring, using BOB ASSISTANT sensor from NKE Watteco to analyze the vibration and temperature of process equipment, the LoRaWAN Network Server Backend from Actility and the WMW IoT Web/Mobile Application Interface.
Identity Based Lifecycle Management for a Trusted IoT Supply Chaintomkat58
Can we trust IoT devices containing components from multiple vendors in the supply chain? Attacks like Mirai botnet traced to Xionmai cameras and the Big Hack traced to the spy chip on Supermicro boards revealed that the roots of many security problems lie in the structure of the electronics supply chain. Component suppliers are paid to deliver hardware for a set price often use subcontractors which may compromise security and trust. System integrators bear the burden for delivering trusted IoT devices, but only a few have the infrastructure to trace, onboard and provision such devices on a mass basis, or to gather the analytics needed to uncover quality and security issues. What is needed in the IoT value chain is a trusted chip-to-device identity infrastructure linked to IoT cloud platforms which can provide economic incentives to deliver trusted hardware services throughout the life of IoT devices. And this identity-based lifecycle management from chip to cloud can enable a trusted IoT supply chain.
Smart grid (SG) networks will be characterised by the tight integration of a flexible and secure communications network with novel energy management techniques requiring a very large number of sensor and actuator nodes. The communications network will not only facilitate advanced control and monitoring, but also support extension of participation of generation, transmission, marketing, and service provision to new interested parties.
In order to realise the intelligent electricity network, machine-to-machine (M2M) communication is considered as a building block for SG as a means to deploy a wide scale monitoring and control infrastructure, thus bringing big opportunities for the information and communication technology (ICT) industry. For example, smart metering in M2M can facilitate flexible demand management where a smart meter (SM) is a two-way communicating device that measures energy (electricity, gas, water, or heat) consumption and communicates that information via some communications means back to the local utility. With near real time information available for example based on the flow of energy in the grid, different levels of tariff can be calculated and made available for the consumer, the consumer can make a smarter and more responsible choice. The information generated by SM therefore acts like “glue” allowing various components of SG to work together efficiently. There are also various large-scale wireless sensor and actuator networks (WSAN) deployed in SG (such as the electric power system generation, or home applications) in order to carry out the monitoring task. These WSANs with the collaborative and self-healing nature have an important role to play in realising some of the functionalities needed in SG. On the other hand, there is also cellular M2M where cellular technology plays an important role in M2M communications due to its good coverage, promising data rates for many applications, and so forth. However, in this report, we mainly focus on WSAN where various short-range wireless technologies are used to support various M2M applications [1].
There are currently various standardisation activities in M2M communications with a conscious effort to deliver a harmonised set of European standards. The challenges and opportunities that smart metering and smart grids present to communications networks are significant and include interoperability, scalable internetworking, scalable overlay networks, and home networking with potentially much larger numbers of devices and appliances. The security and privacy aspects are also extremely important given the large amount of private data that can be exposed by smart metering alone.
The world is changing for DSOs because of a.o. introduction of electric vehicles, growth of decentralized energy generation and changing regulation
As a result there is a growing need for data communication solutions that can meet long-term requirements coming from smart metering, smart grid, in-home automation and energy management
The Dutch DSOs are developing a data communication strategy to face the challenges involved with these developments
scenarios
The availability of a yet unused private radio license gives an unique opportunity to set-up a private radio network and perform a proof of concept
The Proof of Concept is performed by a consortium of DSOs (Alliander and Enexis) and a Telco (KPN, owner of the license) between November 2009 and May 2010
The rapid growth of connected devices in the industrial sector is driving a significant increase in scope and complexity for industrial networks as they converge with more traditional IT networks. In addition, growing concerns about security, availability and performance are associated with costs that can often exceed the initial investment in networking hardware. In this webinar, we introduce a model for understanding an industrial network’s total cost of ownership (TCO), review the top 5 hidden costs that operators face, and share some tips and tools to lower the TCO for industrial control networks.5 Tips to Reduce Your Industrial Network TCO
Here's What We'll Cover:
1. Common networking challenges for industrial users
2. The Total Cost of Ownership model
3. Top 5 hidden industrial networking costs
4. Tips & tools to lower your industrial network’s TCO
Asset Utilization Metrics Propel a Revival in Safety SolutionsARC Advisory Group
Asset Utilization Metrics Propel a Revival in Safety Solutions
Health and safety in the workplace has not always been a primary consideration
in manufacturing environments. However, there is a renewed
interest in safety emanating from Europe, highlighted by the European
Norm standard EN 954-1, which is garnering interest
in Japan and North America. Safety
technology has progressed considerably since the
first emergency stop relay appeared on the market,
and the future will bring new developments
to this technology. Improvement in the implementation
of current safety standards is mutually
beneficial for the protection of both man and machine
with the reduction of workplace accidents, lost output, damage to
machinery, and insurance premiums while resulting in an increase in Overall
Equipment Effectiveness (OEE). Manufacturers are currently reevaluating
the safety aspects of their machines and devices so as to provide
the safest possible workplace environment.
A new generation of safety solutions have
emerged that are more effective in
preventing accidents, less costly to
implement, more easily to adapt, more
reliable than existing hard wired systems,
and results in an increase in Overall
Equipment Effectiveness.
new shores international college bangalore - New shores Collegenew shores
Visit: http://newshores.info/
new shores international college bangalore - New shores College
new shores international college bangalore - New shores College
new shores international college bangalore - New shores College
new shores international college bangalore - New shores College
AI firsts: Leading from research to proof-of-conceptQualcomm Research
AI has made tremendous progress over the past decade, with many advancements coming from fundamental research from many decades ago. Accelerating the pipeline from research to commercialization has been daunting since scaling technologies in the real world faces many challenges beyond the theoretical work done in the lab. Qualcomm AI Research has taken on the task of not only generating novel AI research but also being first to demonstrate proof-of-concepts on commercial devices, enabling technology to scale in the real world. This presentation covers:
The challenges of deploying cutting-edge research on real-world mobile devices
How Qualcomm AI Research is solving system and feasibility challenges with full-stack optimizations to quickly move from research to commercialization
Examples where Qualcomm AI Research has had industrial or academic firsts
ClearSpace Aeronautics (CSA) is a futuristic Drone (sUAS) Aviation, Aeronautics and Aerospace Company. It’s the home of the first DRONE AVIATION DEFENSE SYSTEMTM that protects Aircraft from Drones by keeping Drones away from Aircraft flight paths to prevent catastrophic Drone collisions with Aircraft and save lives. The Drone Aviation Defense System is part of CSA’s Drone Defense System Core which uses propriety algorithms, sensors, firmware and devices to equip the “Drone Avionics Radar” (DAR), which is the only proactive Drone Radar System.
Get an overview of Qualcomm Technologies, Inc.'s power and performance profiling tools, and how these tools can help you create more efficient apps. Covered topics include using profiling tools to determine whether your app exhibits behavior that causes excessive power consumption, how to resolve the top five power-related problems and more.
Watch this presentation on YouTube: https://www.youtube.com/watch?v=9Uc0qpMzfw0
Using lo rawan and vibration monitoring for predictive maintenance v2Actility
In order to help manufacturers implement predictive maintenance solutions to anticipate defects in industrial equipment as early as possible, Actility joined forces with industry leaders NKE Watteco and WMW and created an end-to-end IoT Solution for Predictive Maintenance by Vibration Monitoring, using BOB ASSISTANT sensor from NKE Watteco to analyze the vibration and temperature of process equipment, the LoRaWAN Network Server Backend from Actility and the WMW IoT Web/Mobile Application Interface.
Identity Based Lifecycle Management for a Trusted IoT Supply Chaintomkat58
Can we trust IoT devices containing components from multiple vendors in the supply chain? Attacks like Mirai botnet traced to Xionmai cameras and the Big Hack traced to the spy chip on Supermicro boards revealed that the roots of many security problems lie in the structure of the electronics supply chain. Component suppliers are paid to deliver hardware for a set price often use subcontractors which may compromise security and trust. System integrators bear the burden for delivering trusted IoT devices, but only a few have the infrastructure to trace, onboard and provision such devices on a mass basis, or to gather the analytics needed to uncover quality and security issues. What is needed in the IoT value chain is a trusted chip-to-device identity infrastructure linked to IoT cloud platforms which can provide economic incentives to deliver trusted hardware services throughout the life of IoT devices. And this identity-based lifecycle management from chip to cloud can enable a trusted IoT supply chain.
Smart grid (SG) networks will be characterised by the tight integration of a flexible and secure communications network with novel energy management techniques requiring a very large number of sensor and actuator nodes. The communications network will not only facilitate advanced control and monitoring, but also support extension of participation of generation, transmission, marketing, and service provision to new interested parties.
In order to realise the intelligent electricity network, machine-to-machine (M2M) communication is considered as a building block for SG as a means to deploy a wide scale monitoring and control infrastructure, thus bringing big opportunities for the information and communication technology (ICT) industry. For example, smart metering in M2M can facilitate flexible demand management where a smart meter (SM) is a two-way communicating device that measures energy (electricity, gas, water, or heat) consumption and communicates that information via some communications means back to the local utility. With near real time information available for example based on the flow of energy in the grid, different levels of tariff can be calculated and made available for the consumer, the consumer can make a smarter and more responsible choice. The information generated by SM therefore acts like “glue” allowing various components of SG to work together efficiently. There are also various large-scale wireless sensor and actuator networks (WSAN) deployed in SG (such as the electric power system generation, or home applications) in order to carry out the monitoring task. These WSANs with the collaborative and self-healing nature have an important role to play in realising some of the functionalities needed in SG. On the other hand, there is also cellular M2M where cellular technology plays an important role in M2M communications due to its good coverage, promising data rates for many applications, and so forth. However, in this report, we mainly focus on WSAN where various short-range wireless technologies are used to support various M2M applications [1].
There are currently various standardisation activities in M2M communications with a conscious effort to deliver a harmonised set of European standards. The challenges and opportunities that smart metering and smart grids present to communications networks are significant and include interoperability, scalable internetworking, scalable overlay networks, and home networking with potentially much larger numbers of devices and appliances. The security and privacy aspects are also extremely important given the large amount of private data that can be exposed by smart metering alone.
The world is changing for DSOs because of a.o. introduction of electric vehicles, growth of decentralized energy generation and changing regulation
As a result there is a growing need for data communication solutions that can meet long-term requirements coming from smart metering, smart grid, in-home automation and energy management
The Dutch DSOs are developing a data communication strategy to face the challenges involved with these developments
scenarios
The availability of a yet unused private radio license gives an unique opportunity to set-up a private radio network and perform a proof of concept
The Proof of Concept is performed by a consortium of DSOs (Alliander and Enexis) and a Telco (KPN, owner of the license) between November 2009 and May 2010
The rapid growth of connected devices in the industrial sector is driving a significant increase in scope and complexity for industrial networks as they converge with more traditional IT networks. In addition, growing concerns about security, availability and performance are associated with costs that can often exceed the initial investment in networking hardware. In this webinar, we introduce a model for understanding an industrial network’s total cost of ownership (TCO), review the top 5 hidden costs that operators face, and share some tips and tools to lower the TCO for industrial control networks.5 Tips to Reduce Your Industrial Network TCO
Here's What We'll Cover:
1. Common networking challenges for industrial users
2. The Total Cost of Ownership model
3. Top 5 hidden industrial networking costs
4. Tips & tools to lower your industrial network’s TCO
Asset Utilization Metrics Propel a Revival in Safety SolutionsARC Advisory Group
Asset Utilization Metrics Propel a Revival in Safety Solutions
Health and safety in the workplace has not always been a primary consideration
in manufacturing environments. However, there is a renewed
interest in safety emanating from Europe, highlighted by the European
Norm standard EN 954-1, which is garnering interest
in Japan and North America. Safety
technology has progressed considerably since the
first emergency stop relay appeared on the market,
and the future will bring new developments
to this technology. Improvement in the implementation
of current safety standards is mutually
beneficial for the protection of both man and machine
with the reduction of workplace accidents, lost output, damage to
machinery, and insurance premiums while resulting in an increase in Overall
Equipment Effectiveness (OEE). Manufacturers are currently reevaluating
the safety aspects of their machines and devices so as to provide
the safest possible workplace environment.
A new generation of safety solutions have
emerged that are more effective in
preventing accidents, less costly to
implement, more easily to adapt, more
reliable than existing hard wired systems,
and results in an increase in Overall
Equipment Effectiveness.
Revolutionize your business with the Industrial Internet of Things ( IIoT) - ...CTOBuddy.com
Download the whitepaper from http://www.attunity.com/IIoT
The Industrial Internet of Things is made up of billions of devices collecting and transmitting data to support some of the fastest-growing areas in global business. But to glean value from the IIoT, companies need to be able to access and analyze this Big Data, and there are several common technical hurdles that need to be addressed first.
Take a look at this presentation to understand how Attunity addresses these technical hurdles head-on, enabling companies to move data fast, easily and securely, and realize the full value of the IIoT.
A New Intelligent Low Cost Mobile Phone Based Irrigation System using ARMijsrd.com
The major occupation of rural India is agriculture. Insufficient rains at various stages of growth are one of major causes of losses to farmers. Many farmers use induction motor pumps to irrigate their farms from wells, rivers and streams nearby. However, shortage of electric power in many states has resulted in unplanned load shedding of long durations in rural areas. So there is a need to ensure that water is distributed to field whenever normal conditions exist. So a remote monitoring is required. Internet based monitoring is one of common approaches of remote monitoring. This approach requires additional devices like modems, buffers, etc. with TCP/IP protocols support and Internet connection. The cost of such system varies greatly depending on speed and bandwidth requirements and hence is justified normally for bio-medical and industrial applications where intensive data transfer of parameters and images are required. Due to the drastic reduction in call and messaging rates makes cellular networks best choice for this. Moreover, simple cell phones having just messaging facility are available at throwaway prices due to migration of population towards higher end models. Such simple models can be easily adapted for remote control applications. So, a low cost system is developed for optimum water distribution in the fields by providing proper amount of water at suitable time intervals based on climatic conditions and at the real time.
The session with highlight Intel’s vision for IoT Security and the fundamental building blocks and capabilities Intel and the ecosystem are providing to organizations to build security in from design through deployment and maintenance.
Engineer Sensors For Digital Transformation Webinar PPTSadatulla Zishan
Do you want to know the current Industrial sensor demands? Are you facing challenges in identifying the right #Industrial protocol? Want to know how to interface the #sensors with different industrial protocols?
Don't worry, we have answered these questions in a focused webinar on #sensorengineering titled “Engineer Sensors for Digital Transformation” on 9th June 2021 2021 at 12 PM EST (USA, Canada Time).
Our expert panelist Mr. Sarang P, Embedded Design Expert joined with Mr. Namdev Nayak, Embedded Design Specialist guided the attendees on the industrial sensors and trending communication protocols in field devices.
In the 60 minutes of the #webinar, they covered:
1. Overview of the industrial sensors and #communicationprotocols
2. How to choose the right communication protocol & sensor when designing
3. Architecture and implementation of #industrialsensor & its various components
4. How is AI implemented in sensor modules
You can view the webinar recording by clicking on the link https://youtu.be/zpknpt4_uhQ
Please feel free to share these links with your colleagues who may be interested.
If you have any queries or require more information regarding the topic or wish to know more about Utthunga you can mail us at contact@utthunga.com or visit our website https://utthunga.com/
Conference Security by Design - Gemalto - Security in IoTWitekio
For those who didn't come to our conference "Security by Design : An IoT must have", or those who want to see it again, here is the presentation made by Gemalto.
Session 1908 connecting devices to the IBM IoT CloudPeterNiblett
IBM MessageSight and the IBM Internet of Things cloud enable connectivity across a wide variety of devices - from existing devices in silos and systems through the wide range of new devices that are appearing on a daily basis. This session covers patterns of connectivity, how to make it happen, including sending events like measurements and receiving of commands. The session goes into detail on how to use the industry standard MQ Telemetry Transport protocol to achieve this and encompasses best practices for topics and message format.
Is Your Network Ready for the Age of IoT?GENIANS, INC.
IoT and other network-connected devices are flooding our networks, calling for a new approach to network security-with intelligence at the edge of the network and a laser-sharp focus on managing devices without compromising business goals. Not surprisingly, it's the top issue for anyone who manages networks and IT assets. Is it top of mind for you? Find out what you should be thinking about today.
Industry 4.0 or the fourth industrial revolution, which has been introduced by German government in 2012 [1], which is depends on the integration of different categories of electrical and electronic devices, from personal computers, smartphones, smartwatches, machinery robotics and enterprise resource planning systems, which can be integrated together and communicated with others to analyse the optimal criteria of potential solutions for improving productivity via internet [2]. however, the requirements of the new technology will force the old technology to retired. which will will force the big companies to change the specification of the industrial components to keep up with the latest processors. Ultimately, the goal of Industry 4.0 is to produce smarter and resource-efficient factories which are more productive and competitive says Mika Lomax [3]. Which mean that the Devices are getting smarter. "Not only does the IIoT enable real-time monitoring on smartphones and via emails, but, in plants, everyone has LCDs (liquid-crystal displays), TV screens and marquees showing the production staff useful information," says Kumar. "The technology in the modern HMI, including drivers and connectivity, is moving to message displays and marquees. This will enable programming and monitoring in these smart displays. Technology is pushing PLC and HMI functionality to text displays and it will all be connected to the IIoT."[4] The characteristics of high-technology industries include steady order quantities, standardized product features and high product value [3].
Session Sponsored by Intel: Smart Cities, Infrastructure and Health powered b...Amazon Web Services
Intel and AWS have helped to deliver advances in technology and infrastructure that are delivering economic value to IoT Solutions across many industries and segments. This session will discuss the benefits and impediments to adoption of IoT solutions and include case studies from Smart Buildings, Parking, Transportation and Health with security as a foundational pillar to all these IoT solutions.
Speaker: Andrew Hurren, Senior Regional Solution Architect, ANZ, Intel Security and Peter Kerney, Enterprise Solutions Architect, Intel
IoT is a green field of new business opportunities. The ran has started…..
Everyware Device Cloud (EDC) is a full set of Operational Technologies available also as a service, which represent the fastest way to start an IoT business.
You can connect a Device to Cloud in 15 minutes.
With EDC A typical IoT project would take 2 to 6 months to go live and the ROI is really fast
.
Connecting devices to the internet of thingsBernard Kufluk
Connecting devices to IBM's Internet of Things Foundation. The foundation is a PaaS service allowing you to get devices connected quicker than ever before.
Similar to Embedded world 2019 - Cellular IoT device lifecycle management (20)
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.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
Communications Mining Series - Zero to Hero - Session 1DianaGray10
This session provides introduction to UiPath Communication Mining, importance and platform overview. You will acquire a good understand of the phases in Communication Mining as we go over the platform with you. Topics covered:
• Communication Mining Overview
• Why is it important?
• How can it help today’s business and the benefits
• Phases in Communication Mining
• Demo on Platform overview
• Q/A
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
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.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
GridMate - End to end testing is a critical piece to ensure quality and avoid...ThomasParaiso2
End to end testing is a critical piece to ensure quality and avoid regressions. In this session, we share our journey building an E2E testing pipeline for GridMate components (LWC and Aura) using Cypress, JSForce, FakerJS…
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.
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.
Pushing the limits of ePRTC: 100ns holdover for 100 daysAdtran
At WSTS 2024, Alon Stern explored the topic of parametric holdover and explained how recent research findings can be implemented in real-world PNT networks to achieve 100 nanoseconds of accuracy for up to 100 days.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Generative AI Deep Dive: Advancing from Proof of Concept to ProductionAggregage
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2. Enterprises leveraging cellular IoT face common challenges
IoT Device Lifecycle Management: Update, Control, Secure2
The increased use of
shared infrastructure
(Public IoT Hubs)
Management of device
identities and PKIs
Trust
Unprecedented scale
and operation life time
Shorter software
lifecycles
Digital transformation
Scale
Disruption of
connectivity or
operations
New network
technologies (LPWAN)
Connectivity
Gemalto Public - Embedded World 2019
3. Without these three elements, service providers may suffer from…
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure3
Cyberattacks that
create risks of safety
and massive fines
Excessive operational
expenses that may
compromise viability
A poor customer
experience and
frequent complaints
4. Ongoing costs per device / month: All the reactive and proactive tasks needed to keep the
connected product doing the job
Keeping a device fleet “Happy” – thus a customer “Happy” – is the
most significant source of recurring costs for IoT service providers
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure4
Source: Device Pilot / Cisco Jasper
Support : 1st to 3rd line customer support lines
Operations: all the non-customer-facing activities
• Proactively monitoring the overall customer experience and
root-causing issues
• Keeping the connectivity and cloud services running
• Maintaining device estate : events such as provisioning,
upgrading, recovery from faults ; planning and monitoring
upgrades
Driving-up the quality of delivery
(customer satisfaction)
Support teams being far more
productive
(shorter time to resolution)
Improving these 2 areas will lead to:
5. Cost drivers of IoT operations throughout the device lifecycle
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure
Devicelifecycle
Certification
Achieving compliance
with cellular network
operator requirements
Manufacturing
Implementing a PKI,
and key diversification
& provisioning process
Operations
Proactively detecting
issues to reduce
number of field repairs
Detecting issues early,
and adapting data
plans to reduce OpEx
Deployment
Maintenance
Reducing number of
on-site visits to e.g.
patch device software
Service
Responding faster to
support calls
Service
launch
Service EOL
5
6. 6 Gemalto Trusted Key Manager - Industry Analyst
Specific challenges of
managing software
updates in cellular IoT
deployments
Deep dive
7. Over-the-air updates are needed
to guarantee the scalability and
profitability of IoT solutions
High risk of device recalls can lead to millions lost in repair costs
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure7
8. But implementing software updates over cellular IoT networks comes
with some specific challenges
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure8
LTE Cat.1 LTE Cat.M1 LTE Cat.NB1
SYSTEM
BANDWIDTH
20MHz 1,4MHz 200KHz
PEAK DATA RATE
(UL/DL)
10Mbps / 5Mbps 300kbps/375kbps 17kbps / 30kbps
COVERAGE /
PENETRATION
+ 0dB vs. GSM
(similar as GSM)
+ 15dB vs. GSM
(approx. 2-3 x as GSM)
+ 23dB vs. GSM
(approx. 4 x as GSM)
LATENCY milliseconds, real time 80 ms to 4 s 1.4s to 10s
MOBILITY
seamless,
full handover
Connected mobility with some
limitations (inter freq. handover)
limited, changing cells without
handover
VOICE full Voice
Restricted voice, for simple use
cases, like alarm panels
no voice, data only
BATTERY LIFE <5 years >10 years >10 years
ANTENNA
2 Antenna, single Antenna
by exception only
single Antenna single Antenna
APPLICATION
Continuous data stream.
Full Lifecycle Management
Existing, well understood
Focus are existing markets
Limited data stream.
FOTA capable
TCP/UDP communication
Focus is enabling new markets
Messaging centric
Incr. FOTA only
Suited for UDP Communication
Focus is enabling new markets
* Peak: 1Mbps/1Mbps using full duplex ** Assumed half duplex performance
>100
kB
<100
kB
<1
kB
9. Firmware size of cellular module will dramatically impact cost to update
5-30MB
Sizeofdevicefirmwareimage
C-IoT Module
Size of incremental
firmware image
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure9
Microcontroller
< 1MB Size of incremental
firmware image
Sensors & Actuators
< 100kB
Without incremental firmware images
in a crowded cell scenario, updates
might last for several hours, eating up
the IoT device battery.
10. Extended coverage negatively impacts the update energy budget
What is the benefit?
Enhanced coverage through walls or
buildings
What is the drawback?
• Once repetition is set, continues until
finished. Example: If network decides to
repeat 200 times, will go to 200 even if
received after 5.
• Dramatically reduces throughput.
• Drains power.
What is it? Increases coverage by up to 15dB by repetition.
Number of repetitions depends on size and needed CE gain
and is determined by sampling between device and network
Packet sent: 1
Mode A - Packet sent: <=32
Mode B Packet sent: 64...2048
IoT Device Lifecycle Management: Update, Control, Secure10
11. Unprotected updates
can lead to malicious
software being installed
in field devices,
compromising your
business and reputation
Poorly programmed
update campaigns can
result in excessive data
or energy consumption,
defeating their initial
purpose
+
Airtime & energy cost Security threats
Industrial IoT
software
management
tools need to
address these
aspects
specifically
Other challenges common to any large IoT deployment
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure11
Managing thousands of
device updates requires
careful field campaign
planning by customer
care and service
operation teams
+
Campaign planning
12. Secure the communications channel. Enforce version control and
code signing
Use incremental software images to reduce binary size
Consider field-proven efficient update protocols
Prepare for the worst-case, update time can easily increase by a
factor of 10 versus ideal conditions in some scenarios
Check with your network operator what are the requirements
regarding IoT device software updates
Monitor data consumption closely
Use key device health indicators helps to determine which of the
target devices have enough BW and energy for update
Closely monitor the update process with a campaign management
tool
Best practices: software updates over C-IoT
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure12
13. Achieving highest customer
satisfaction levels by
proactively monitoring
the connectivity, and
being able to react on the
spot.
Ensuring secure end-to-
end communications and
protecting data in motion
and at rest.
Mastering firmware and
software updates in order
to maintain devices secure
over their entire lifecycle.
IoT Device Lifecycle Management
It’s all about UPDATE, CONTROL and SECURE.
Gemalto Public - Embedded World 2019IoT Device Lifecycle Management: Update, Control, Secure13
Update Control Secure
Any organization who plans to leverage IoT at scale
needs to look closely at these 3 elements
14. Cinterion® Module Services – UPDATE / CONTROL / SECURE
14 Gemalto IoT Device Lifecycle Management
Cinterion® Module Services is an IoT device management solution that simplifies the secure
provisioning and maintenance of device fleets throughout their lifetime, which helps you
optimize operational costs and provide a best-in-class customer experience.
Software
Update
Management
Remote
Diagnostics
andControl
Secure
Device
Identities
Out oftheBox
Cloud
Integration
Built using open standards