# Mining Difficulty Algorithms ⎊ Area ⎊ Resource 2 --- ## What is the Difficulty of Mining Difficulty Algorithms? ⎊ Mining difficulty algorithms represent a core mechanism in proof-of-work blockchains, dynamically adjusting the computational effort required to validate new blocks. This adjustment ensures relatively consistent block generation times, despite fluctuations in network hashrate, maintaining network stability and security. The algorithms function by evaluating the time taken to generate the previous set of blocks, increasing difficulty if blocks are found too quickly and decreasing it if they are found too slowly, creating a self-regulating system. Consequently, this impacts miner profitability and the overall cost of securing the blockchain. ## What is the Adjustment of Mining Difficulty Algorithms? ⎊ The adjustment of mining difficulty is not instantaneous, typically occurring periodically—for example, every 2016 blocks in Bitcoin—to avoid excessive volatility. These algorithms employ a defined target block time, and deviations from this target trigger a proportional change in difficulty, influencing the probability of successfully mining a block. Effective adjustment mechanisms are crucial for preventing attacks, such as a 51% attack, by increasing the cost of gaining control over the network. Furthermore, the predictability of these adjustments is vital for long-term network planning and investment. ## What is the Algorithm of Mining Difficulty Algorithms? ⎊ Specific mining difficulty algorithms vary across different cryptocurrencies, but commonly involve exponential moving averages or similar techniques to smooth out hashrate fluctuations. The choice of algorithm impacts the responsiveness of the network to changes in mining power, influencing both security and efficiency. Advanced algorithms may incorporate factors beyond simple block time, such as network bandwidth or energy consumption, to optimize resource allocation. Ultimately, the algorithm’s design is a critical component of the blockchain’s economic model and long-term viability. --- ## [Mining Cost Structures](https://term.greeks.live/term/mining-cost-structures/) Meaning ⎊ Mining cost structures establish the economic baseline for network security and influence the supply-side behavior of decentralized asset markets. ⎊ Term ## [Network Difficulty Adjustment](https://term.greeks.live/term/network-difficulty-adjustment/) Meaning ⎊ Network Difficulty Adjustment regulates block issuance by dynamically scaling computational requirements to ensure stable, decentralized ledger security. ⎊ Term ## [Difficulty Adjustment](https://term.greeks.live/definition/difficulty-adjustment/) The automated mechanism that scales mining complexity to maintain a constant and predictable block generation rate. ⎊ Term ## [Difficulty Adjustment Algorithm](https://term.greeks.live/definition/difficulty-adjustment-algorithm/) A protocol-level mechanism that automatically scales mining difficulty to maintain a consistent block generation rate. ⎊ Term ## [Difficulty Hashrate Correlation](https://term.greeks.live/definition/difficulty-hashrate-correlation/) The functional relationship between computational power and protocol puzzle complexity ensuring stable block production. ⎊ Term ## [Data Mining Algorithms](https://term.greeks.live/term/data-mining-algorithms/) Meaning ⎊ Data Mining Algorithms provide the essential quantitative framework for identifying market patterns and managing systemic risk in decentralized finance. ⎊ Term ## [Mining Difficulty Adjustment](https://term.greeks.live/definition/mining-difficulty-adjustment/) Automated protocol mechanism maintaining consistent block production times by adjusting puzzle complexity based on hashrate. ⎊ Term ## [Data Compression Algorithms](https://term.greeks.live/term/data-compression-algorithms/) Meaning ⎊ Data compression algorithms optimize ledger state storage, ensuring high-performance access for derivatives trading while maintaining decentralization. ⎊ Term ## [Order Splitting Algorithms](https://term.greeks.live/definition/order-splitting-algorithms/) Automated tools that break large trades into smaller parts to reduce market impact and optimize execution costs. ⎊ Term ## [Back-off Algorithms](https://term.greeks.live/definition/back-off-algorithms/) A programmed waiting strategy to intelligently retry failed requests without overloading the target server. ⎊ Term ## [Order Book Order Flow Optimization Algorithms](https://term.greeks.live/term/order-book-order-flow-optimization-algorithms/) Meaning ⎊ Order Book Order Flow Optimization Algorithms maximize execution efficiency by dynamically routing and splitting trades across decentralized liquidity. ⎊ Term ## [Trading Algorithms](https://term.greeks.live/term/trading-algorithms/) Meaning ⎊ Crypto options trading algorithms automate risk management and execution, providing the essential infrastructure for efficient digital derivative markets. ⎊ Term ## [Volatility Trading Algorithms](https://term.greeks.live/term/volatility-trading-algorithms/) Meaning ⎊ Volatility trading algorithms automate risk management and liquidity provision by pricing and hedging asset variance within decentralized markets. ⎊ Term ## [Computational Difficulty](https://term.greeks.live/definition/computational-difficulty/) A dynamic metric in proof-of-work that maintains steady block production by adjusting the effort required for mining. ⎊ Term ## [Margin Optimization Algorithms](https://term.greeks.live/term/margin-optimization-algorithms/) Meaning ⎊ Margin optimization algorithms dynamically reallocate collateral across portfolios to maximize capital efficiency while ensuring protocol solvency. ⎊ Term ## [Profit Taking Algorithms](https://term.greeks.live/definition/profit-taking-algorithms/) Automated sell execution systems triggered by price targets to lock in gains and manage market exposure without emotion. ⎊ Term ## [Cluster Identification Algorithms](https://term.greeks.live/definition/cluster-identification-algorithms/) Computational methods that group blockchain addresses into entities based on transaction patterns and metadata signatures. ⎊ Term ## [Optimization Algorithms](https://term.greeks.live/definition/optimization-algorithms/) Computational methods used to find the best model parameters by iteratively minimizing a specific objective function. ⎊ Term ## [Address Clustering Algorithms](https://term.greeks.live/definition/address-clustering-algorithms/) Mathematical models that automatically associate multiple blockchain addresses with a single owner based on behavior. ⎊ Term ## [Mining Hashrate Difficulty](https://term.greeks.live/definition/mining-hashrate-difficulty/) A dynamic adjustment mechanism ensuring consistent block production times regardless of total network computing power. ⎊ Term ## [Utilization Ratio Algorithms](https://term.greeks.live/definition/utilization-ratio-algorithms/) Mathematical formulas that adjust interest rates based on the ratio of borrowed assets to total available liquidity. ⎊ Term ## [Mining Difficulty](https://term.greeks.live/definition/mining-difficulty/) A self-adjusting protocol metric that ensures consistent block production times by changing the difficulty of mining tasks. ⎊ Term ## [SHA-256 Algorithms](https://term.greeks.live/definition/sha-256-algorithms/) A cryptographic hash function creating unique 256-bit fingerprints for data to secure blockchain transactions and blocks. ⎊ Term ## [Order Execution Algorithms](https://term.greeks.live/definition/order-execution-algorithms/) Automated software designed to split and execute large orders to optimize price and minimize market impact. ⎊ Term ## [Cryptographic Algorithms](https://term.greeks.live/term/cryptographic-algorithms/) Meaning ⎊ Cryptographic algorithms provide the mathematical foundation for trustless verification, security, and state integrity in decentralized derivatives. ⎊ Term ## [Proof of Work Difficulty](https://term.greeks.live/definition/proof-of-work-difficulty/) A protocol-defined metric that scales the computational effort required to mine a block to maintain consistent timing. ⎊ Term ## [Distributed Consensus Algorithms](https://term.greeks.live/term/distributed-consensus-algorithms/) Meaning ⎊ Distributed consensus algorithms provide the immutable, trustless state synchronization necessary for reliable global decentralized financial settlement. ⎊ Term ## [Predictive Modeling Algorithms](https://term.greeks.live/term/predictive-modeling-algorithms/) Meaning ⎊ Predictive modeling algorithms quantify future market states to enable dynamic risk management and price discovery within decentralized derivatives. ⎊ Term ## [Wash Trading Detection Algorithms](https://term.greeks.live/definition/wash-trading-detection-algorithms/) Software models designed to identify coordinated buy and sell orders executed to create false trading volume. ⎊ Term ## [Decoy Selection Algorithms](https://term.greeks.live/definition/decoy-selection-algorithms/) Selecting indistinguishable decoys to hide the true transaction origin within an anonymity set. ⎊ Term --- ## Raw Schema Data ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://term.greeks.live/" }, { "@type": "ListItem", "position": 2, "name": "Area", "item": "https://term.greeks.live/area/" }, { "@type": "ListItem", "position": 3, "name": "Mining Difficulty Algorithms", "item": "https://term.greeks.live/area/mining-difficulty-algorithms/" }, { "@type": "ListItem", "position": 4, "name": "Resource 2", "item": "https://term.greeks.live/area/mining-difficulty-algorithms/resource/2/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Difficulty of Mining Difficulty Algorithms?", "acceptedAnswer": { "@type": "Answer", "text": "⎊ Mining difficulty algorithms represent a core mechanism in proof-of-work blockchains, dynamically adjusting the computational effort required to validate new blocks. This adjustment ensures relatively consistent block generation times, despite fluctuations in network hashrate, maintaining network stability and security. The algorithms function by evaluating the time taken to generate the previous set of blocks, increasing difficulty if blocks are found too quickly and decreasing it if they are found too slowly, creating a self-regulating system. Consequently, this impacts miner profitability and the overall cost of securing the blockchain." } }, { "@type": "Question", "name": "What is the Adjustment of Mining Difficulty Algorithms?", "acceptedAnswer": { "@type": "Answer", "text": "⎊ The adjustment of mining difficulty is not instantaneous, typically occurring periodically—for example, every 2016 blocks in Bitcoin—to avoid excessive volatility. These algorithms employ a defined target block time, and deviations from this target trigger a proportional change in difficulty, influencing the probability of successfully mining a block. 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The precision-engineered parts are arranged to depict a complex internal mechanism, possibly a connection joint or a dynamic power transfer system." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/cluster-identification-algorithms/", "url": "https://term.greeks.live/definition/cluster-identification-algorithms/", "headline": "Cluster Identification Algorithms", "description": "Computational methods that group blockchain addresses into entities based on transaction patterns and metadata signatures. ⎊ Term", "datePublished": "2026-03-20T14:25:42+00:00", "dateModified": "2026-03-20T14:26:22+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-perpetual-futures-execution-engine-digital-asset-risk-aggregation-node.jpg", "width": 3850, "height": 2166, "caption": "The image captures a detailed shot of a glowing green circular mechanism embedded in a dark, flowing surface. The central focus glows intensely, surrounded by concentric rings." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/optimization-algorithms/", "url": "https://term.greeks.live/definition/optimization-algorithms/", "headline": "Optimization Algorithms", "description": "Computational methods used to find the best model parameters by iteratively minimizing a specific objective function. ⎊ Term", "datePublished": "2026-03-20T10:55:13+00:00", "dateModified": "2026-05-28T09:04:47+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/smart-contract-collateralized-options-protocol-architecture-demonstrating-risk-pathways-and-liquidity-settlement-algorithms.jpg", "width": 3850, "height": 2166, "caption": "The image displays a close-up view of a complex abstract structure featuring intertwined blue cables and a central white and yellow component against a dark blue background. A bright green tube is visible on the right, contrasting with the surrounding elements." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/address-clustering-algorithms/", "url": "https://term.greeks.live/definition/address-clustering-algorithms/", "headline": "Address Clustering Algorithms", "description": "Mathematical models that automatically associate multiple blockchain addresses with a single owner based on behavior. ⎊ Term", "datePublished": "2026-03-19T23:39:45+00:00", "dateModified": "2026-03-19T23:40:45+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualizing-smart-contract-collateral-management-and-decentralized-autonomous-organization-governance-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A detailed 3D cutaway visualization displays a dark blue capsule revealing an intricate internal mechanism. The core assembly features a sequence of metallic gears, including a prominent helical gear, housed within a precision-fitted teal inner casing." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/mining-hashrate-difficulty/", "url": "https://term.greeks.live/definition/mining-hashrate-difficulty/", "headline": "Mining Hashrate Difficulty", "description": "A dynamic adjustment mechanism ensuring consistent block production times regardless of total network computing power. ⎊ Term", "datePublished": "2026-03-18T19:44:00+00:00", "dateModified": "2026-03-18T19:44:34+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualizing-tranche-structure-collateralization-and-cascading-liquidity-risk-within-decentralized-finance-derivatives-protocols.jpg", "width": 3850, "height": 2166, "caption": "The image displays a series of abstract, flowing layers with smooth, rounded contours against a dark background. The color palette includes dark blue, light blue, bright green, and beige, arranged in stacked strata." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/utilization-ratio-algorithms/", "url": "https://term.greeks.live/definition/utilization-ratio-algorithms/", "headline": "Utilization Ratio Algorithms", "description": "Mathematical formulas that adjust interest rates based on the ratio of borrowed assets to total available liquidity. ⎊ Term", "datePublished": "2026-03-18T19:03:49+00:00", "dateModified": "2026-03-18T19:04:06+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/dynamic-algorithmic-execution-models-in-decentralized-finance-protocols-for-synthetic-asset-yield-optimization-strategies.jpg", "width": 3850, "height": 2166, "caption": "A detailed cutaway rendering shows the internal mechanism of a high-tech propeller or turbine assembly, where a complex arrangement of green gears and blue components connects to black fins highlighted by neon green glowing edges. The precision engineering serves as a powerful metaphor for sophisticated financial instruments, such as structured derivatives or high-frequency trading algorithms." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/mining-difficulty/", "url": "https://term.greeks.live/definition/mining-difficulty/", "headline": "Mining Difficulty", "description": "A self-adjusting protocol metric that ensures consistent block production times by changing the difficulty of mining tasks. ⎊ Term", "datePublished": "2026-03-18T13:28:48+00:00", "dateModified": "2026-04-12T12:10:30+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualizing-cross-chain-liquidity-flow-and-collateralized-debt-position-dynamics-in-defi-ecosystems.jpg", "width": 3850, "height": 2166, "caption": "The image displays a close-up cross-section of smooth, layered components in dark blue, light blue, beige, and bright green hues, highlighting a sophisticated mechanical or digital architecture. These flowing, structured elements suggest a complex, integrated system where distinct functional layers interoperate closely." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/sha-256-algorithms/", "url": "https://term.greeks.live/definition/sha-256-algorithms/", "headline": "SHA-256 Algorithms", "description": "A cryptographic hash function creating unique 256-bit fingerprints for data to secure blockchain transactions and blocks. ⎊ Term", "datePublished": "2026-03-18T13:26:45+00:00", "dateModified": "2026-03-18T13:27:38+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/high-frequency-trading-algorithmic-risk-management-systems-and-cex-liquidity-provision-mechanisms-visualization.jpg", "width": 3850, "height": 2166, "caption": "An abstract close-up shot captures a complex mechanical structure with smooth, dark blue curves and a contrasting off-white central component. A bright green light emanates from the center, highlighting a circular ring and a connecting pathway, suggesting an active data flow or power source within the system." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/order-execution-algorithms/", "url": "https://term.greeks.live/definition/order-execution-algorithms/", "headline": "Order Execution Algorithms", "description": "Automated software designed to split and execute large orders to optimize price and minimize market impact. ⎊ Term", "datePublished": "2026-03-18T00:50:39+00:00", "dateModified": "2026-05-24T23:49:03+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/multi-asset-consolidation-engine-for-high-frequency-arbitrage-and-collateralized-bundles.jpg", "width": 3850, "height": 2166, "caption": "A technological component features numerous dark rods protruding from a cylindrical base, highlighted by a glowing green band. Wisps of smoke rise from the ends of the rods, signifying intense activity or high energy output." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/cryptographic-algorithms/", "url": "https://term.greeks.live/term/cryptographic-algorithms/", "headline": "Cryptographic Algorithms", "description": "Meaning ⎊ Cryptographic algorithms provide the mathematical foundation for trustless verification, security, and state integrity in decentralized derivatives. ⎊ Term", "datePublished": "2026-03-17T23:38:48+00:00", "dateModified": "2026-03-17T23:39:16+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/cryptographic-consensus-mechanism-validation-protocol-demonstrating-secure-peer-to-peer-interoperability-in-cross-chain-environment.jpg", "width": 3850, "height": 2166, "caption": "A detailed rendering shows a high-tech cylindrical component being inserted into another component's socket. The connection point reveals inner layers of a white and blue housing surrounding a core emitting a vivid green light." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/proof-of-work-difficulty/", "url": "https://term.greeks.live/definition/proof-of-work-difficulty/", "headline": "Proof of Work Difficulty", "description": "A protocol-defined metric that scales the computational effort required to mine a block to maintain consistent timing. ⎊ Term", "datePublished": "2026-03-17T21:53:58+00:00", "dateModified": "2026-03-17T21:54:41+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-collateralization-in-decentralized-finance-representing-complex-interconnected-derivatives-structures-and-smart-contract-execution.jpg", "width": 3850, "height": 2166, "caption": "The image displays a cluster of smooth, rounded shapes in various colors, primarily dark blue, off-white, bright blue, and a prominent green accent. The shapes intertwine tightly, creating a complex, entangled mass against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/distributed-consensus-algorithms/", "url": "https://term.greeks.live/term/distributed-consensus-algorithms/", "headline": "Distributed Consensus Algorithms", "description": "Meaning ⎊ Distributed consensus algorithms provide the immutable, trustless state synchronization necessary for reliable global decentralized financial settlement. ⎊ Term", "datePublished": "2026-03-17T21:39:36+00:00", "dateModified": "2026-03-17T21:40:31+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/smart-contract-collateralized-options-protocol-architecture-demonstrating-risk-pathways-and-liquidity-settlement-algorithms.jpg", "width": 3850, "height": 2166, "caption": "The image displays a close-up view of a complex abstract structure featuring intertwined blue cables and a central white and yellow component against a dark blue background. A bright green tube is visible on the right, contrasting with the surrounding elements." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/predictive-modeling-algorithms/", "url": "https://term.greeks.live/term/predictive-modeling-algorithms/", "headline": "Predictive Modeling Algorithms", "description": "Meaning ⎊ Predictive modeling algorithms quantify future market states to enable dynamic risk management and price discovery within decentralized derivatives. ⎊ Term", "datePublished": "2026-03-17T15:10:08+00:00", "dateModified": "2026-03-17T15:10:26+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/collateralized-loan-obligation-structure-modeling-volatility-and-interconnected-asset-dynamics.jpg", "width": 3850, "height": 2166, "caption": "A 3D rendered cross-section of a mechanical component, featuring a central dark blue bearing and green stabilizer rings connecting to light-colored spherical ends on a metallic shaft. The assembly is housed within a dark, oval-shaped enclosure, highlighting the internal structure of the mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/wash-trading-detection-algorithms/", "url": "https://term.greeks.live/definition/wash-trading-detection-algorithms/", "headline": "Wash Trading Detection Algorithms", "description": "Software models designed to identify coordinated buy and sell orders executed to create false trading volume. ⎊ Term", "datePublished": "2026-03-17T03:37:45+00:00", "dateModified": "2026-04-26T05:51:05+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/advanced-financial-derivative-mechanism-illustrating-options-contract-pricing-and-high-frequency-trading-algorithms.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution render displays a stylized mechanical object with a dark blue handle connected to a complex central mechanism. The mechanism features concentric layers of cream, bright blue, and a prominent bright green ring." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/decoy-selection-algorithms/", "url": "https://term.greeks.live/definition/decoy-selection-algorithms/", "headline": "Decoy Selection Algorithms", "description": "Selecting indistinguishable decoys to hide the true transaction origin within an anonymity set. ⎊ Term", "datePublished": "2026-03-17T00:58:33+00:00", "dateModified": "2026-03-17T00:59:12+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualizing-modular-smart-contract-architecture-for-decentralized-options-trading-and-automated-liquidity-provision.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a repeating pattern of dark circular indentations on a surface. Interlocking pieces of blue, cream, and green are embedded within and connect these circular voids, suggesting a complex, structured system." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualizing-intricate-derivatives-payoff-structures-in-a-high-volatility-crypto-asset-portfolio-environment.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/mining-difficulty-algorithms/resource/2/