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What if the future of physical infrastructure is shared, secure, and powered by blockchain? Decentralized Physical Infrastructure Networks (DePINs) are making it happen, transforming the digital landscape with innovative, decentralized technologies. However, despite their potential, DePINs face several challenges that hinder widespread adoption. This article dives into the world of DePINs, explores the challenges they face, and unveils how AYDO&#39;s data-oriented approach is pushing the landscape forward and simplifying the processWhat is DePIN and How it Works?DePIN (Decentralized Physical Infrastructure Network) leverages blockchain technology to create decentralized, transparent, and secure public infrastructure systems, supporting services like transportation, energy management and communication networks. It incentivizes individuals to create and maintain these networks by rewarding them with cryptocurrency for sharing digital resources and powering hardware networks. Token holders pay for services, vote on strategic decisions, and help secure the network, democratizing ownership and enhancing efficiency.DePIN harnesses the power of blockchain and IoT to create a decentralized data economy. IoT devices become active participants, collecting valuable data and sharing it directly onto the blockchain. This decentralized approach eliminates intermediaries, ensuring data ownership remains with the generators.By incentivizing data contribution through token rewards, DePIN motivates users to actively participate in data collection and sharing, fostering a collaborative ecosystem where data is a valuable asset. The blockchain serves as an immutable ledger, transparently recording data provenance and ensuring data integrity, while smart contracts automate data exchange and reward distribution.AYDO’s VisionAYDO facilitates universal IoT connectivity, aiming to reduce integration barriers for DePIN and expedite the convergence of the real world with blockchain technology. AYDO believes that emphasizing modularity and seamless collaboration with IoT devices and architectures is crucial for the widespread adoption of DePIN. Through the provision of modular IoT integration, AYDO aims to simplify the adoption and maintenance of DePIN systems for market players. This modular approach eases the process for developers working on decentralized applications (dApps) and enables them to concentrate on the core aspects of their products.<img src="https://lh7-rt.googleusercontent.com/docsz/AD_4nXcih6941m0TOS6qh2H_nadtxfxqxyDN8_12OCBDqEnZzMiuk4lpRGTI6-Sb4FK6GbNRI_zzH1JnY72SxxKMzz-jhONbOIZYXFoY3LMQTn4ORswYomAbWQDsLDFQrrvqG5rc2HjxH77vRtijRGF6GOcvNRN0?key&#61;eS2LzboBgifAb-6iBP6oLw" />AYDO simplifies data monetization by enabling users to effortlessly stream data to various platforms, including DePIN projects and AI models. This eliminates the need for users to invest in specialized hardware or configure individual data streams for each platform. By streamlining data access, AYDO lowers the barrier to entry for both data providers and consumers, fostering a more dynamic and interconnected data ecosystem. Users are rewarded for their data contributions in tokens or stablecoins, creating new revenue streams and incentivizing data sharing.In addition, AYDO&#39;s feature allows users to stream data on request to AI models, similar to how they stream data to DePIN projects. AI developers and researchers can now purchase valuable, real-time data streams directly from users through AYDO&#39;s platform. This access to diverse data is essential for real world application of AI models, driving advancements in its applications.Market PotentialAs Cointelegraph highlights, &#34;DePIN will become one of this decade&#39;s most important crypto investments.&#34; Data, whether environmental or behavioral, is considered the new oil. AYDO&#39;s core principle revolves around respecting users&#39; privacy and acknowledging their rights to data ownership. Their system architecture is designed with these principles in mind, allowing users to decide what data they share and with whom.<img src="https://lh7-rt.googleusercontent.com/docsz/AD_4nXflUcW9N9u5QGzBnuoD4knfgn8kfub-saSF4x1fllbBEmwRh3lsnHSeves0thoxB5L7Ln5pBfD12ESeI64Mawhnr2aYcSCpVBYkkDBGbBZwgFAyprUGwVLb3s9yNAF-vshQHFHFjrY1PUfkK3pZKVomtPN1?key&#61;eS2LzboBgifAb-6iBP6oLw" />Source: IoT Analytics,<a href="https://iot-analytics.com/iot-market-size/" rel="noopener noreferrer nofollow"> https://iot-analytics.com/iot-market-size/</a>The global IoT market is expected to grow significantly, reaching an estimated 27 billion connected devices by 2025. According to a Deloitte survey of 156 Chinese manufacturers, 89% believe industrial IoT is critical to business success in the next five years, yet only 46% have established clear IoT strategies and plans. This gap presents a significant opportunity for solutions like AYDO, which simplify the integration and management of IoT devices, enabling companies to fully harness the value of IoT data for efficiency improvement, business growth, and risk management.Challenges in the LandscapeDespite significant improvements in privacy, security, and the economic opportunities DePIN offers, several obstacles need to be overcome for the industry to reach its full potential. Here, we focus on data collection challenges:<ul><li>Data Silos and Inefficient Collection: Currently, DePIN projects often operate in data silos. They struggle to collect data from a wide range of devices because they require specialized hardware for each project. This creates a barrier to entry for users and limits the type of data DePINs can access. AYDO breaks down these silos by enabling data collection from various generic IoT devices using existing user hardware. This significantly reduces costs and streamlines data collection for DePIN applications.</li><li>Hardware Dependency and Cost Inefficiency : Many DePIN projects require users to purchase specific, specialized hardware, which is expensive due to the high costs of small-volume production runs. This results in users paying a premium for project-specific hardware, whereas generic, readily available alternatives are significantly cheaper. AYDO eliminates this dependency by allowing users to leverage their existing devices, thus reducing costs and making participation more accessible.Here&#39;s a comparison of the cost between specialized DePIN hardware and generic IoT devices supported by AYDO:</li></ul>Hardware TypeCost (USD)Specialized DePIN Device$200 - $1000&#43;Generic IoT Device$5 - $100AYDO’s Solutions: Streamlining Data for DePIN EfficiencyAYDO believes the solution to these problems lies in user control over data and collaboration between DePIN projects. Here are the ways AYDO addresses data collection challenges in DePINs:<ul><li>Broad Device Integration and Management: AYDO Hub (any server/computer/Raspberry Pi where AYDO software is installed) functions as a decentralized network, enabling the integration of thousands of devices from various vendors. It provides capabilities for monitoring and managing connected devices.</li><li>Data Streamlining and Optimization: AYDO goes beyond simple data collection. The AYDO Hub can filter and pre-process data based on user preferences and DePIN project requirements. This ensures that only relevant data is streamed to DePIN applications, reducing bandwidth usage and optimizing data flow for DePINs. Additionally, AYDO allows users to adjust data streaming in real-time based on their preferences or project needs.</li><li>Enabling AI and Machine Learning: By facilitating the collection and flow of high-quality data from various devices, AYDO empowers DePINs to leverage the power of AI and machine learning. This allows DePINs to extract valuable insights from the data, automate tasks, and optimize decision-making within physical infrastructure networks. For instance, imagine a smart city scenario where traffic sensors stream live data to an AI model. The AI model analyzes this data in real-time to optimize traffic light patterns, reducing congestion and improving traffic flow.</li><li>User-Centric Data Ownership and Control: AYDO put the power in the hands of device owners by giving them full control and ownership of their data. AYDO’s blockchain-based decentralized infrastructure ensures the secure storage of user data, preventing unauthorized alteration and ensuring transparency. Users will have full transparency regarding the types of data they decide to share/stream and full control of the data they store.</li><li>Minimal Hardware Requirements: The AYDO server (AYDO Hub) is compatible with devices equivalent to or more powerful than the Raspberry Pi Zero and single-boarded computers that meet minimum hardware requirements.</li></ul>AYDO ArchitectureAYDO uses a chain-agnostic approach for data hashing and decentralized user data ownership. Note that this architecture is subject to change. In a private setup, sensors send data to an AYDO Hub via Wi-Fi or wired connection. The AYDO Hub sends Zero-Knowledge proofs to a Blockchain node and data to the AYDO backend. Users interact through a mobile app, connecting to the AYDO backend via REST/WebSocket protocols.<img src="https://lh7-rt.googleusercontent.com/docsz/AD_4nXc61H1uSMBkmOooWuf_nP8LFaVIbT2N9leBkudfeAurSot3s3q36RHP16UsrnVjKuzvGy2HLfdu6QEaO--eVIEjjc_6uFitIdbXqqRxaHNpniDML6ZN9-RiAi3RGGtDMWOYehH7khjOVckTksa8GkJ7nMTj?key&#61;eS2LzboBgifAb-6iBP6oLw" />The AYDO Hub communicates with sensors using Wi-Fi, wired, or IoT protocols (e.g., Zigbee, Z-Wave), generating ZK proofs sent to a blockchain or layer 2 network. It also sends data to the AYDO backend, which processes Blockchain node data. In a public environment, AYDO interfaces with internet-connected blockchains. The AYDO Hub exchanges data with these networks via Wi-Fi or wired connection.The Road AheadThe adoption of Internet of Things (IoT) devices is rapidly expanding in both businesses and everyday life. Even with supply chain challenges and chip scarcities, worldwide IoT connections are expected to reach 27 billion by 2025.However, the bulk of IoT devices are currently implemented using an outdated centralized approach, neglecting modern technologies such as blockchain and other proven, reliable protocols. This has led to several issues coming to light, including scalability challenges, elevated operational costs, privacy considerations, security threats, and a deficiency in practical value. These problems limit the potential of IoT devices and may even affect market growth despite current forecasts.For DePIN, this presents a great opportunity to connect this growing IoT market on both the consumer and enterprise sides. Bringing more data where it is needed and eliminating information waste created by inefficiencies.Community and Real-World ValueDePINs are about creating tangible progress and real-world value. AYDO enhances this by breaking down data silos and empowering users to actively participate in the DePIN economy. Crucially, AYDO provides transparency regarding the types of data users share with DePINs without collecting the data itself. This approach fosters a more collaborative and inclusive DePIN ecosystem, driving innovation and enabling DePINs to address real-world challenges across various sectors.ConclusionIntegrating real-world sensor data into DePIN applications holds transformative potential for various industries. AYDO addresses the critical challenge of data collection by enabling DePINs to use data from generic, cost-effective IoT devices, which significantly lowers hardware costs and makes data streaming economically viable. Achieving such cost efficiency is essential for the widespread adoption of DePINs.AYDO’s user-centric approach ensures secure data storage and ownership while streamlining data collection and flow. By making data streaming more cost-effective, AYDO not only supports the future of DePINs but also enhances their potential to harness AI and the Internet of Things. As the DePIN landscape evolves, AYDO’s focus on cost reduction and data efficiency will be pivotal in creating a more collaborative and impactful DePIN ecosystem.Connect with AYDO: #JointheAYDOWebsite: <a href="https://aydo.ai/" rel="noopener noreferrer nofollow">https://AYDO.ai/</a>Twitter: <a href="https://x.com/aydo_ai" rel="noopener noreferrer nofollow">https://x.com/AYDO_ai</a>Telegram: &#64;AYDOai

Empowering Data Streams: How AYDO Leads the Way in IoT and DePIN Integration

Crypto Intelligence

Ďalšie články zverejnené 26. 7. 2024

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