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The Deep Logic of Continuous Decrease in ETH Supply on Exchanges, with Holders' Staking Enthusiasm UnwaveringAgainst the backdrop of increased volatility in the cryptocurrency market, Ethereum (ETH) is undergoing a structural transformation. According to the latest data, since the exchange ETH supply hit a peak of 12.31 million in July 2025, this number has continuously declined to 8.15 million in January 2026, a decrease of 33%. Meanwhile, the total amount of staked Ethereum has surpassed 36 million, accounting for 29% of the circulating supply, with 3.6 million ETH queued for staking, and an estimated waiting time of about 63 days. This phenomenon of 'exchange liquidity contraction' coexisting with 'staking scale expansion' reveals that the crypto market is experiencing a paradigm shift from speculative trading to value storage.

The Deep Logic of Continuous Decrease in ETH Supply on Exchanges, with Holders' Staking Enthusiasm Unwavering

Against the backdrop of increased volatility in the cryptocurrency market, Ethereum (ETH) is undergoing a structural transformation. According to the latest data, since the exchange ETH supply hit a peak of 12.31 million in July 2025, this number has continuously declined to 8.15 million in January 2026, a decrease of 33%. Meanwhile, the total amount of staked Ethereum has surpassed 36 million, accounting for 29% of the circulating supply, with 3.6 million ETH queued for staking, and an estimated waiting time of about 63 days. This phenomenon of 'exchange liquidity contraction' coexisting with 'staking scale expansion' reveals that the crypto market is experiencing a paradigm shift from speculative trading to value storage.
UAE Central Bank Approves USDU Issuance: A New Milestone in the Stablecoin MarketOn January 29, 2026, the Central Bank of the UAE officially approved the crypto company Universal Digital to issue the dollar stablecoin USDU, marking a new stage of compliance in the global stablecoin market. This decision not only injects a strong boost into the application of digital assets in the Middle East but also plays a key role in the reconstruction of the global financial order. 1. The compliance gene of USDU: An innovative sample under central bank regulation The issuance of USDU strictly follows the UAE (Payment Token Services Regulations), becoming the first dollar stablecoin to operate under the central bank's payment regulatory framework. Its core design includes three major compliance elements:

UAE Central Bank Approves USDU Issuance: A New Milestone in the Stablecoin Market

On January 29, 2026, the Central Bank of the UAE officially approved the crypto company Universal Digital to issue the dollar stablecoin USDU, marking a new stage of compliance in the global stablecoin market. This decision not only injects a strong boost into the application of digital assets in the Middle East but also plays a key role in the reconstruction of the global financial order.
1. The compliance gene of USDU: An innovative sample under central bank regulation
The issuance of USDU strictly follows the UAE (Payment Token Services Regulations), becoming the first dollar stablecoin to operate under the central bank's payment regulatory framework. Its core design includes three major compliance elements:
Vanar Chain: Leading the Upgrade of Traditional Capital's Understanding of Blockchain The emergence of Vanar Chain marks a profound shift in traditional capital's perception of the blockchain industry. In the past, traditional capital viewed blockchain as a 'decentralized utopia' filled with token speculation. Vanar Chain, however, establishes a solid security foundation through technical barriers, excavates commercial value through ecological collaboration, and navigates policy risks via compliant pathways, constructing a three-dimensional strategic system. It creates an investment paradigm for traditional capital that is 'low-risk, high-return, and predictable', transforming blockchain from a symbol of high risk into a regulatory-compliant commercial infrastructure that can generate real value. This transformation opens new pathways for the deep integration of the blockchain industry and traditional capital. @Vanar #vanar $VANRY
Vanar Chain: Leading the Upgrade of Traditional Capital's Understanding of Blockchain
The emergence of Vanar Chain marks a profound shift in traditional capital's perception of the blockchain industry. In the past, traditional capital viewed blockchain as a 'decentralized utopia' filled with token speculation. Vanar Chain, however, establishes a solid security foundation through technical barriers, excavates commercial value through ecological collaboration, and navigates policy risks via compliant pathways, constructing a three-dimensional strategic system.
It creates an investment paradigm for traditional capital that is 'low-risk, high-return, and predictable', transforming blockchain from a symbol of high risk into a regulatory-compliant commercial infrastructure that can generate real value. This transformation opens new pathways for the deep integration of the blockchain industry and traditional capital. @Vanarchain #vanar $VANRY
From the Perspective of Traditional Capital: How Vanar Chain Breaks Through and Stands Out@Vanar #vanar $VANRY At a critical stage in the cryptocurrency industry transitioning from 'barbaric growth' to 'institutional finance', the evaluation criteria of traditional capital for blockchain projects are undergoing profound changes. Vanar Chain, with its unique strategic positioning, technological architecture, and ecological layout, demonstrates long-term potential that transcends short-term speculative value in the eyes of traditional capital. This article will analyze how Vanar Chain breaks through under the strict scrutiny of traditional capital from three dimensions: technical barriers, ecological synergy, and compliance pathways. 1. Technical Barriers: Reputation Verification Mechanism Restructuring Trust System

From the Perspective of Traditional Capital: How Vanar Chain Breaks Through and Stands Out

@Vanarchain #vanar $VANRY At a critical stage in the cryptocurrency industry transitioning from 'barbaric growth' to 'institutional finance', the evaluation criteria of traditional capital for blockchain projects are undergoing profound changes. Vanar Chain, with its unique strategic positioning, technological architecture, and ecological layout, demonstrates long-term potential that transcends short-term speculative value in the eyes of traditional capital. This article will analyze how Vanar Chain breaks through under the strict scrutiny of traditional capital from three dimensions: technical barriers, ecological synergy, and compliance pathways.
1. Technical Barriers: Reputation Verification Mechanism Restructuring Trust System
Plasma: The Key Foundation for Building the Future of Payments The rise of Plasma represents a crucial turning point in the development of cryptocurrency. It is no longer obsessed with creating a "faster chain," but instead takes a different approach by customizing pathways for stablecoins. This innovative move precisely addresses the pain point of low on-chain payment efficiency, making stablecoin transactions smoother and cheaper. At the same time, Plasma has become a connecting link between traditional finance and Web3, allowing traditional funds to flow more smoothly into the on-chain world. Now, it has laid the first segment of the foundation leading to the future of payments, but challenges lie ahead, such as regulatory issues and fierce competition. However, with its unique positioning and innovative model, Plasma is expected to continue to delve deep into the payment field, writing a new glorious chapter. @Plasma #Plasma $XPL
Plasma: The Key Foundation for Building the Future of Payments
The rise of Plasma represents a crucial turning point in the development of cryptocurrency. It is no longer obsessed with creating a "faster chain," but instead takes a different approach by customizing pathways for stablecoins. This innovative move precisely addresses the pain point of low on-chain payment efficiency, making stablecoin transactions smoother and cheaper.
At the same time, Plasma has become a connecting link between traditional finance and Web3, allowing traditional funds to flow more smoothly into the on-chain world. Now, it has laid the first segment of the foundation leading to the future of payments, but challenges lie ahead, such as regulatory issues and fierce competition. However, with its unique positioning and innovative model, Plasma is expected to continue to delve deep into the payment field, writing a new glorious chapter. @Plasma #Plasma $XPL
Walrus: Innovating to Reshape the Web3 Storage Landscape In Q4 2025, Walrus Protocol will launch a significant initiative with an upcoming sustainability dashboard that can present real-time network carbon emission data, demonstrating a commitment to green storage. At the same time, a storage compression algorithm upgrade will be introduced, expected to reduce storage demand by 15% and improve resource utilization efficiency. Currently, the DeFi, GameFi, and SocialFi applications in the Sui ecosystem are thriving, leading to a surge in storage demand. With its technological advantages and ecological synergy, Walrus is poised to become the "storage infrastructure layer" of Web3, breaking the monopoly of centralized storage, returning data sovereignty to users, injecting strong momentum into Web3 development, and leading the industry to new heights. #walrus @WalrusProtocol $WAL {spot}(WALUSDT)
Walrus: Innovating to Reshape the Web3 Storage Landscape
In Q4 2025, Walrus Protocol will launch a significant initiative with an upcoming sustainability dashboard that can present real-time network carbon emission data, demonstrating a commitment to green storage. At the same time, a storage compression algorithm upgrade will be introduced, expected to reduce storage demand by 15% and improve resource utilization efficiency.
Currently, the DeFi, GameFi, and SocialFi applications in the Sui ecosystem are thriving, leading to a surge in storage demand. With its technological advantages and ecological synergy, Walrus is poised to become the "storage infrastructure layer" of Web3, breaking the monopoly of centralized storage, returning data sovereignty to users, injecting strong momentum into Web3 development, and leading the industry to new heights. #walrus @Walrus 🦭/acc $WAL
Blockchain: A New Paradigm of Compliance and Privacy in Dance The collaboration between Dusk and NPEX shines a light into the fog of traditional finance and blockchain integration. A trading volume of 300 million euros is impressive, but more importantly, it paves the way for an innovative path of 'privacy protection + regulatory compliance'. In the eyes of institutions with a strong demand for data security, the privacy features of blockchain had been shelved due to compliance challenges. This collaboration leverages Dusk's privacy technology to allow data to flow within a secure 'vault', while also meeting transparency requirements through compliance design. This is not only a technological breakthrough but also a conceptual innovation, proving that blockchain can become a key tool in reconstructing financial infrastructure and leading the industry towards a compliant and secure new future. @Dusk_Foundation #dusk $DUSK {spot}(DUSKUSDT)
Blockchain: A New Paradigm of Compliance and Privacy in Dance
The collaboration between Dusk and NPEX shines a light into the fog of traditional finance and blockchain integration. A trading volume of 300 million euros is impressive, but more importantly, it paves the way for an innovative path of 'privacy protection + regulatory compliance'.
In the eyes of institutions with a strong demand for data security, the privacy features of blockchain had been shelved due to compliance challenges. This collaboration leverages Dusk's privacy technology to allow data to flow within a secure 'vault', while also meeting transparency requirements through compliance design. This is not only a technological breakthrough but also a conceptual innovation, proving that blockchain can become a key tool in reconstructing financial infrastructure and leading the industry towards a compliant and secure new future. @Dusk #dusk $DUSK
Plasma (XPL): Not a faster chain, but a 'redesigned channel' for stablecoins#Plasma @Plasma $XPL In the cryptocurrency field, stablecoins have become the core hub connecting traditional finance with on-chain ecosystems. In 2024, the transaction volume handled by stablecoins is expected to exceed $32.8 trillion, accounting for over 50% of on-chain activity. However, existing blockchain networks (such as Ethereum and Solana) were not specifically optimized for stablecoins during their design, and high gas fees, congestion, and scalability bottlenecks have long constrained their development. Against this backdrop, Plasma (XPL) emerges with the positioning of a 'stablecoin dedicated channel,' reconstructing the underlying architecture to provide an efficient and low-cost new path for the global flow of digital dollars.

Plasma (XPL): Not a faster chain, but a 'redesigned channel' for stablecoins

#Plasma @Plasma $XPL
In the cryptocurrency field, stablecoins have become the core hub connecting traditional finance with on-chain ecosystems. In 2024, the transaction volume handled by stablecoins is expected to exceed $32.8 trillion, accounting for over 50% of on-chain activity. However, existing blockchain networks (such as Ethereum and Solana) were not specifically optimized for stablecoins during their design, and high gas fees, congestion, and scalability bottlenecks have long constrained their development. Against this backdrop, Plasma (XPL) emerges with the positioning of a 'stablecoin dedicated channel,' reconstructing the underlying architecture to provide an efficient and low-cost new path for the global flow of digital dollars.
In-depth Review of the Walrus Protocol: The Storage Revolution Based on Erasure Coding and the Synergy with the Sui Ecosystem@WalrusProtocol #walrus $WAL In the process of blockchain technology moving towards large-scale implementation, decentralized storage has always been the core bottleneck restricting the development of Web3 applications. Traditional solutions like IPFS rely on nodes voluntarily contributing bandwidth, Arweave promotes permanent storage at the cost of flexibility, while Filecoin's storage costs are still higher than centralized cloud services. In 2025, the Walrus Protocol, incubated by the Sui Network founding team Mysten Labs with a financing of $140 million and a valuation of $2 billion, strongly entered the market, redefining the paradigm of decentralized storage through erasure coding technology and deep collaboration with the Sui ecosystem.

In-depth Review of the Walrus Protocol: The Storage Revolution Based on Erasure Coding and the Synergy with the Sui Ecosystem

@Walrus 🦭/acc #walrus $WAL
In the process of blockchain technology moving towards large-scale implementation, decentralized storage has always been the core bottleneck restricting the development of Web3 applications. Traditional solutions like IPFS rely on nodes voluntarily contributing bandwidth, Arweave promotes permanent storage at the cost of flexibility, while Filecoin's storage costs are still higher than centralized cloud services. In 2025, the Walrus Protocol, incubated by the Sui Network founding team Mysten Labs with a financing of $140 million and a valuation of $2 billion, strongly entered the market, redefining the paradigm of decentralized storage through erasure coding technology and deep collaboration with the Sui ecosystem.
Is 300 million euros just the beginning? An in-depth analysis of Dusk 2026's compliance 'ambitions' and NPEX's situation@Dusk_Foundation #dusk $DUSK In 2026, the global crypto market accelerates reconstruction amid the wave of compliance. Dusk Network (DUSK), with its unique privacy-compliant blockchain architecture, is becoming a benchmark case in the tokenization of real-world assets (RWA) through deep cooperation with the Netherlands' multilateral trading facility (MTF) licensed exchange NPEX. This compliance experiment, worth 300 million euros, concerns not only technological breakthroughs but also a profound exploration of how traditional finance and blockchain technology can coexist. 1. Dusk Network: A privacy blockchain born for compliant finance

Is 300 million euros just the beginning? An in-depth analysis of Dusk 2026's compliance 'ambitions' and NPEX's situation

@Dusk #dusk $DUSK In 2026, the global crypto market accelerates reconstruction amid the wave of compliance. Dusk Network (DUSK), with its unique privacy-compliant blockchain architecture, is becoming a benchmark case in the tokenization of real-world assets (RWA) through deep cooperation with the Netherlands' multilateral trading facility (MTF) licensed exchange NPEX. This compliance experiment, worth 300 million euros, concerns not only technological breakthroughs but also a profound exploration of how traditional finance and blockchain technology can coexist.
1. Dusk Network: A privacy blockchain born for compliant finance
Vanar Chain: A Breakthrough in the Adoption of L1 Blockchain Amid the wave of blockchain technology penetrating from the "crypto world" to the real economy, Layer 1 (L1) blockchains, as the underlying infrastructure, are undergoing unprecedented changes. Traditional L1 public chains like Ethereum, while having a first-mover advantage, struggle to meet the demands of enterprise-level applications for low cost, high performance, and compliance due to high Gas fees, inefficient scalability, and ecosystem fragmentation. However, Vanar Chain, with its unique strategic positioning, technological innovation, and ecosystem construction, has achieved a breakthrough in L1 adoption, providing a replicable model for the industry. @Vanar #vanar $VANRY
Vanar Chain: A Breakthrough in the Adoption of L1 Blockchain
Amid the wave of blockchain technology penetrating from the "crypto world" to the real economy, Layer 1 (L1) blockchains, as the underlying infrastructure, are undergoing unprecedented changes. Traditional L1 public chains like Ethereum, while having a first-mover advantage, struggle to meet the demands of enterprise-level applications for low cost, high performance, and compliance due to high Gas fees, inefficient scalability, and ecosystem fragmentation. However, Vanar Chain, with its unique strategic positioning, technological innovation, and ecosystem construction, has achieved a breakthrough in L1 adoption, providing a replicable model for the industry. @Vanarchain #vanar $VANRY
Vanar's Bet on the Invisible: Building Web3 for Those Who Don't Care About Web3@Vanar #vanar $VANRY In the wave of blockchain and Web3, most projects focus on attracting crypto enthusiasts, developers, and investors, building an ecosystem filled with technical jargon and financial logic. However, Vanar Chain has chosen a seemingly contradictory path—building Web3 for those who do not care about Web3. This strategy is not a gimmick, but is based on a profound insight into industry pain points: the popularization of Web3 needs to cross technological thresholds, trust gaps, and cognitive barriers, and true success lies in seamlessly integrating decentralized technology into the lives of ordinary people.

Vanar's Bet on the Invisible: Building Web3 for Those Who Don't Care About Web3

@Vanarchain #vanar $VANRY In the wave of blockchain and Web3, most projects focus on attracting crypto enthusiasts, developers, and investors, building an ecosystem filled with technical jargon and financial logic. However, Vanar Chain has chosen a seemingly contradictory path—building Web3 for those who do not care about Web3. This strategy is not a gimmick, but is based on a profound insight into industry pain points: the popularization of Web3 needs to cross technological thresholds, trust gaps, and cognitive barriers, and true success lies in seamlessly integrating decentralized technology into the lives of ordinary people.
Dusk Network: Maintaining an Open Release Mechanism Even After Finality In the ongoing development of blockchain technology, numerous blockchain networks have engaged in diverse explorations and innovations regarding transaction finality, consensus mechanisms, and release strategies. Dusk Network stands out with its unique characteristics, particularly its ability to maintain an open release mechanism even after finality, bringing new ideas and possibilities for the development of blockchain applications. @Dusk_Foundation $DUSK #dusk
Dusk Network: Maintaining an Open Release Mechanism Even After Finality
In the ongoing development of blockchain technology, numerous blockchain networks have engaged in diverse explorations and innovations regarding transaction finality, consensus mechanisms, and release strategies. Dusk Network stands out with its unique characteristics, particularly its ability to maintain an open release mechanism even after finality, bringing new ideas and possibilities for the development of blockchain applications. @Dusk $DUSK #dusk
Plasma in My Eyes: A Stablecoin's Underlying Path Not Born for the Hype In the flourishing wave of cryptocurrencies and blockchain technology, various public chain projects have emerged like mushrooms after rain. They attract developers either with high throughput or by relying on popular concepts to grab attention, vying for a place in the noisy market. However, behind this bustling scene, there is a public chain called Plasma that has chosen a different path—it was not born for the hype but focuses on becoming the underlying infrastructure for stablecoins, building a solid technical foundation for global stablecoin payments. @Plasma #Plasma $XPL {spot}(XPLUSDT)
Plasma in My Eyes: A Stablecoin's Underlying Path Not Born for the Hype
In the flourishing wave of cryptocurrencies and blockchain technology, various public chain projects have emerged like mushrooms after rain. They attract developers either with high throughput or by relying on popular concepts to grab attention, vying for a place in the noisy market. However, behind this bustling scene, there is a public chain called Plasma that has chosen a different path—it was not born for the hype but focuses on becoming the underlying infrastructure for stablecoins, building a solid technical foundation for global stablecoin payments. @Plasma #Plasma $XPL
Why I Have Been Paying Attention to Plasma: An Undervalued Stablecoin Settlement Experiment@Plasma #Plasma $XPL In the frenzy of chasing the 'next Ethereum' in the cryptocurrency market, Plasma—a Layer 1 blockchain designed specifically for stablecoins—has always existed in a nearly 'anti-consensus' manner. While mainstream narratives focus on NFTs, DeFi, or RWA (real-world assets), Plasma has devoted all its energy to the underlying innovation of stablecoin settlement, which is the 'infrastructure layer.' This seemingly 'lack of imagination' positioning is precisely the core reason for its undervaluation by the market, and it has piqued my strong interest in its long-term value.

Why I Have Been Paying Attention to Plasma: An Undervalued Stablecoin Settlement Experiment

@Plasma #Plasma $XPL
In the frenzy of chasing the 'next Ethereum' in the cryptocurrency market, Plasma—a Layer 1 blockchain designed specifically for stablecoins—has always existed in a nearly 'anti-consensus' manner. While mainstream narratives focus on NFTs, DeFi, or RWA (real-world assets), Plasma has devoted all its energy to the underlying innovation of stablecoin settlement, which is the 'infrastructure layer.' This seemingly 'lack of imagination' positioning is precisely the core reason for its undervaluation by the market, and it has piqued my strong interest in its long-term value.
"What should we do if the server goes down?" This question, which has troubled countless enterprises and developers, has gradually lost its threat in the face of Write-Ahead Logging (WAL) technology. WAL technology, with its unique working principles and powerful functions, provides a solid guarantee for ensuring data persistence, improving system recovery capabilities, and supporting transaction processing. As information technology continues to develop and application scenarios keep expanding, WAL technology will continue to play an important role in helping enterprises and developers better cope with challenges such as server downtime, promoting the continuous advancement of the digital age. Let us embrace Write-Ahead Logging (WAL) technology, making server downtime no longer a worrying issue, but rather a technical episode we can handle with ease. @WalrusProtocol #walrus $WAL
"What should we do if the server goes down?" This question, which has troubled countless enterprises and developers, has gradually lost its threat in the face of Write-Ahead Logging (WAL) technology. WAL technology, with its unique working principles and powerful functions, provides a solid guarantee for ensuring data persistence, improving system recovery capabilities, and supporting transaction processing. As information technology continues to develop and application scenarios keep expanding, WAL technology will continue to play an important role in helping enterprises and developers better cope with challenges such as server downtime, promoting the continuous advancement of the digital age. Let us embrace Write-Ahead Logging (WAL) technology, making server downtime no longer a worrying issue, but rather a technical episode we can handle with ease.

@Walrus 🦭/acc #walrus $WAL
The widespread application and far-reaching impact of Write-Ahead Logging (WAL) technology Write-Ahead Logging (WAL) technology, with its outstanding performance and reliability, has been widely applied in numerous fields and has had a profound impact on the entire information technology industry. In the field of database management systems, whether it is traditional relational databases like MySQL and Oracle, or emerging NoSQL databases like MongoDB and Cassandra, WAL technology is widely used to ensure data durability and consistency. This enables database systems to better handle various complex application scenarios and high-concurrency access demands, providing enterprises and developers with more stable and reliable data storage solutions. In the fields of cloud computing and distributed systems, WAL technology also plays an important role. In distributed storage systems, multiple nodes need to work together to ensure data consistency and availability. WAL technology can help synchronize data change information between nodes, ensuring that data can still remain consistent in the event of node failures or network partitions. In cloud computing environments, service providers can leverage WAL technology to offer users highly available data storage services, enhancing user trust and satisfaction with cloud services. Moreover, the development of WAL technology has also driven technological innovation in related fields. To further enhance the performance and reliability of WAL technology, researchers are continuously exploring new log storage methods, log compression algorithms, and recovery strategies. These innovative achievements not only enhance the application value of WAL technology itself but also inject new vitality into the development of the entire information technology industry. @WalrusProtocol #walrus $WAL
The widespread application and far-reaching impact of Write-Ahead Logging (WAL) technology
Write-Ahead Logging (WAL) technology, with its outstanding performance and reliability, has been widely applied in numerous fields and has had a profound impact on the entire information technology industry.
In the field of database management systems, whether it is traditional relational databases like MySQL and Oracle, or emerging NoSQL databases like MongoDB and Cassandra, WAL technology is widely used to ensure data durability and consistency. This enables database systems to better handle various complex application scenarios and high-concurrency access demands, providing enterprises and developers with more stable and reliable data storage solutions.
In the fields of cloud computing and distributed systems, WAL technology also plays an important role. In distributed storage systems, multiple nodes need to work together to ensure data consistency and availability. WAL technology can help synchronize data change information between nodes, ensuring that data can still remain consistent in the event of node failures or network partitions. In cloud computing environments, service providers can leverage WAL technology to offer users highly available data storage services, enhancing user trust and satisfaction with cloud services.
Moreover, the development of WAL technology has also driven technological innovation in related fields. To further enhance the performance and reliability of WAL technology, researchers are continuously exploring new log storage methods, log compression algorithms, and recovery strategies. These innovative achievements not only enhance the application value of WAL technology itself but also inject new vitality into the development of the entire information technology industry. @Walrus 🦭/acc #walrus $WAL
Rapid Recovery Capability After a server crash, quick recovery of services is crucial. WAL technology can significantly shorten system recovery time. Since the log files record all unfinished transaction information, the system can restore to its pre-crash state by re-executing these transactions in the order of the log files upon restart. Compared to traditional recovery methods, such as performing a comprehensive scan and repair of the entire database, WAL technology greatly reduces the time and computational resources required for recovery, allowing the system to resume operation more quickly and minimizing the impact of downtime on business. For example, in a large enterprise database system, after adopting WAL technology, the recovery time after a server crash has been reduced from several hours to just a few minutes or even shorter, greatly improving business continuity. Support for Transaction Processing In modern database systems, transaction processing is an important means of ensuring data consistency. A transaction may contain multiple data operations, which must either all be successfully executed or not executed at all. WAL technology is closely integrated with transaction processing, providing strong guarantees for the atomicity and durability of transactions. During the execution of a transaction, the system records each operation of the transaction in the log file, and only when all operations of the transaction are successfully completed and written to disk, will the transaction be marked as completed in the log file. If the server crashes during the execution of a transaction, the system can determine from the log file which transactions have been completed and which have not, rolling back any unfinished transactions to ensure data consistency. This is similar to a bank transfer process, where any issues during the transfer can ensure that funds are accurately transferred or returned to their original state, preventing loss or confusion of funds. @WalrusProtocol #walrus $WAL
Rapid Recovery Capability
After a server crash, quick recovery of services is crucial. WAL technology can significantly shorten system recovery time. Since the log files record all unfinished transaction information, the system can restore to its pre-crash state by re-executing these transactions in the order of the log files upon restart. Compared to traditional recovery methods, such as performing a comprehensive scan and repair of the entire database, WAL technology greatly reduces the time and computational resources required for recovery, allowing the system to resume operation more quickly and minimizing the impact of downtime on business. For example, in a large enterprise database system, after adopting WAL technology, the recovery time after a server crash has been reduced from several hours to just a few minutes or even shorter, greatly improving business continuity.
Support for Transaction Processing
In modern database systems, transaction processing is an important means of ensuring data consistency. A transaction may contain multiple data operations, which must either all be successfully executed or not executed at all. WAL technology is closely integrated with transaction processing, providing strong guarantees for the atomicity and durability of transactions. During the execution of a transaction, the system records each operation of the transaction in the log file, and only when all operations of the transaction are successfully completed and written to disk, will the transaction be marked as completed in the log file. If the server crashes during the execution of a transaction, the system can determine from the log file which transactions have been completed and which have not, rolling back any unfinished transactions to ensure data consistency. This is similar to a bank transfer process, where any issues during the transfer can ensure that funds are accurately transferred or returned to their original state, preventing loss or confusion of funds. @Walrus 🦭/acc #walrus $WAL
Write-Ahead Logging (WAL) Technology: The Magical Tool to Handle Crashes Write-Ahead Logging (WAL) technology, as a mechanism that records data to a log file before writing it to disk, provides an effective solution to server crash issues. Its core principle seems simple but contains immense power. Data Durability Assurance In traditional data writing methods, data is written directly to disk, a process that can be disrupted and fail due to various factors. WAL technology changes this process; when data needs to be written, the system first records the data change information in the log file and then writes the data to disk. Log files typically have higher reliability and durability; even if the server crashes during the data writing process, the data change information is already recorded in the log file. After the server restarts, the system can rewrite the incomplete data to disk based on the contents of the log file, ensuring data integrity and consistency. This is akin to constructing a building by first detailing every step of the construction plan on paper; even if there are unexpected interruptions during construction, the plan allows for accurate restoration, ensuring the building is ultimately completed smoothly. @WalrusProtocol #walrus $WAL
Write-Ahead Logging (WAL) Technology: The Magical Tool to Handle Crashes
Write-Ahead Logging (WAL) technology, as a mechanism that records data to a log file before writing it to disk, provides an effective solution to server crash issues. Its core principle seems simple but contains immense power.
Data Durability Assurance
In traditional data writing methods, data is written directly to disk, a process that can be disrupted and fail due to various factors. WAL technology changes this process; when data needs to be written, the system first records the data change information in the log file and then writes the data to disk. Log files typically have higher reliability and durability; even if the server crashes during the data writing process, the data change information is already recorded in the log file. After the server restarts, the system can rewrite the incomplete data to disk based on the contents of the log file, ensuring data integrity and consistency. This is akin to constructing a building by first detailing every step of the construction plan on paper; even if there are unexpected interruptions during construction, the plan allows for accurate restoration, ensuring the building is ultimately completed smoothly. @Walrus 🦭/acc #walrus $WAL
Server Downtime: A Deep Dive into Traditional Dilemmas Server downtime, simply put, refers to the server stopping its services for various reasons. Behind this may lie a multitude of complex factors such as hardware failures, software vulnerabilities, network attacks, power outages, etc. Once a server goes down, the consequences are often catastrophic for the businesses and enterprises that rely on its operation. From a data perspective, server downtime may lead to the loss or corruption of data being processed. For instance, in database operations, if the server suddenly goes down before data is written to the disk, the data that has not been fully written faces the risk of loss, which in turn affects the integrity and accuracy of the data. In industries such as finance and healthcare, where data accuracy is critically important, such data loss could trigger severe legal disputes and economic losses. In terms of business continuity, server downtime means an interruption in services. For e-commerce platforms, downtime may prevent users from placing orders, resulting in direct sales losses; for online education platforms, downtime interrupts the teaching process, affecting students' learning experiences and outcomes. Furthermore, frequent downtime can damage a company's brand image, reduce customer trust in the business, and lead to customer attrition. @WalrusProtocol $WAL #walrus
Server Downtime: A Deep Dive into Traditional Dilemmas
Server downtime, simply put, refers to the server stopping its services for various reasons. Behind this may lie a multitude of complex factors such as hardware failures, software vulnerabilities, network attacks, power outages, etc. Once a server goes down, the consequences are often catastrophic for the businesses and enterprises that rely on its operation.
From a data perspective, server downtime may lead to the loss or corruption of data being processed. For instance, in database operations, if the server suddenly goes down before data is written to the disk, the data that has not been fully written faces the risk of loss, which in turn affects the integrity and accuracy of the data. In industries such as finance and healthcare, where data accuracy is critically important, such data loss could trigger severe legal disputes and economic losses.
In terms of business continuity, server downtime means an interruption in services. For e-commerce platforms, downtime may prevent users from placing orders, resulting in direct sales losses; for online education platforms, downtime interrupts the teaching process, affecting students' learning experiences and outcomes. Furthermore, frequent downtime can damage a company's brand image, reduce customer trust in the business, and lead to customer attrition. @Walrus 🦭/acc $WAL #walrus
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