# Tax Implications of Algorithmic Trading ⎊ Area ⎊ Resource 1 --- ## What is the Tax of Tax Implications of Algorithmic Trading? Algorithmic trading within cryptocurrency, options, and derivatives introduces complexities due to the high frequency of transactions and the potential for short-term capital gains treatment. Accurate cost basis tracking becomes paramount, particularly when dealing with wash sale rules and the identification of specific securities or digital assets involved in automated strategies. The characterization of gains or losses hinges on holding periods, impacting applicable tax rates and reporting requirements, necessitating meticulous record-keeping for compliance. ## What is the Adjustment of Tax Implications of Algorithmic Trading? Tax adjustments related to algorithmic trading often arise from discrepancies between reported income and actual realized gains or losses, requiring reconciliation through amended returns or corrective filings. Strategies employing tax-loss harvesting necessitate careful documentation to substantiate loss claims and avoid potential disallowance by tax authorities. Furthermore, adjustments may be required to account for the unique characteristics of cryptocurrency transactions, such as forks, airdrops, and staking rewards, each possessing distinct tax implications. ## What is the Algorithm of Tax Implications of Algorithmic Trading? The tax implications of the algorithm itself are indirect, focusing on the outcomes it generates rather than the code's inherent properties, but documentation of the algorithm’s parameters and execution is crucial for audit defense. Automated strategies can trigger numerous taxable events, demanding robust reporting mechanisms to accurately reflect trading activity and associated tax liabilities. The IRS scrutiny of algorithmic trading is increasing, emphasizing the need for transparency and demonstrable compliance with existing tax regulations, particularly regarding information reporting and accurate profit attribution. --- ## [Algorithmic Trading](https://term.greeks.live/definition/algorithmic-trading/) The automated execution of trading strategies using pre-programmed instructions to achieve speed and precision. ⎊ Definition ## [Algorithmic Trading Strategies](https://term.greeks.live/definition/algorithmic-trading-strategies/) Automated systems that execute trades based on predefined rules to maximize efficiency and manage risk in the market. ⎊ Definition ## [Regulatory Arbitrage Implications](https://term.greeks.live/term/regulatory-arbitrage-implications/) Meaning ⎊ Regulatory arbitrage in crypto derivatives exploits jurisdictional differences to create pricing inefficiencies and market fragmentation, fundamentally reshaping where liquidity pools form and how risk is managed. ⎊ Definition ## [Economic Game Theory Implications](https://term.greeks.live/term/economic-game-theory-implications/) Meaning ⎊ Economic Game Theory Implications establish the mathematical foundations for trustless market stability through rigorous incentive alignment. ⎊ Definition ## [Algorithmic Trading Systems](https://term.greeks.live/term/algorithmic-trading-systems/) Meaning ⎊ Algorithmic Trading Systems provide the automated infrastructure necessary for efficient price discovery and liquidity in decentralized financial markets. ⎊ Definition ## [Capital Gains Tax](https://term.greeks.live/definition/capital-gains-tax/) Tax imposed on the profit realized from the sale of assets, often varying based on the duration of the holding period. ⎊ Definition ## [Tax Loss Harvesting](https://term.greeks.live/definition/tax-loss-harvesting/) Selling underperforming assets to realize a loss and offset tax obligations on capital gains. ⎊ Definition ## [Protocol Physics Implications](https://term.greeks.live/term/protocol-physics-implications/) Meaning ⎊ Protocol Physics Implications define how blockchain constraints shape the execution, risk, and settlement of decentralized financial derivatives. ⎊ Definition ## [Algorithmic Trading Risks](https://term.greeks.live/definition/algorithmic-trading-risks/) Dangers related to automated trading systems, including bugs, crashes, and unexpected interactions during volatility. ⎊ Definition ## [Self Executing Tax Systems](https://term.greeks.live/term/self-executing-tax-systems/) Meaning ⎊ Self Executing Tax Systems automate fiscal compliance by embedding tax logic directly into smart contract protocols to ensure instantaneous settlement. ⎊ Definition ## [Tax Lot Tracking](https://term.greeks.live/definition/tax-lot-tracking/) The practice of monitoring distinct groups of assets acquired at different times to manage cost basis and taxes. ⎊ Definition ## [Tax Implications Analysis](https://term.greeks.live/term/tax-implications-analysis/) Meaning ⎊ Tax Implications Analysis systematically quantifies the fiscal consequences of derivative lifecycles to ensure regulatory compliance and capital efficiency. ⎊ Definition ## [Algorithmic Trading Optimization](https://term.greeks.live/term/algorithmic-trading-optimization/) Meaning ⎊ Algorithmic trading optimization systematically refines automated execution to minimize slippage and maximize capital efficiency in decentralized markets. ⎊ Definition ## [Algorithmic Trading Execution](https://term.greeks.live/term/algorithmic-trading-execution/) Meaning ⎊ Algorithmic Trading Execution automates order routing to minimize market impact and optimize capital efficiency within fragmented digital asset markets. ⎊ Definition ## [Algorithmic Trading Signals](https://term.greeks.live/definition/algorithmic-trading-signals/) Math-based triggers for automated asset entry and exit points. ⎊ Definition ## [Algorithmic Trading Infrastructure](https://term.greeks.live/term/algorithmic-trading-infrastructure/) Meaning ⎊ Algorithmic trading infrastructure provides the automated precision required for efficient capital allocation in decentralized derivative markets. ⎊ Definition ## [Algorithmic Options Trading](https://term.greeks.live/term/algorithmic-options-trading/) Meaning ⎊ Algorithmic options trading leverages automated quantitative models to manage derivative risk and capture pricing inefficiencies in decentralized markets. ⎊ Definition ## [Algorithmic Trading Implementation](https://term.greeks.live/term/algorithmic-trading-implementation/) Meaning ⎊ Algorithmic trading implementation automates derivative execution, transforming quantitative models into resilient strategies within decentralized markets. ⎊ Definition ## [Algorithmic Trading Efficiency](https://term.greeks.live/definition/algorithmic-trading-efficiency/) The ability of automated trading systems to execute strategies accurately while minimizing costs and operational risks. ⎊ Definition ## [Algorithmic Trading Automation](https://term.greeks.live/term/algorithmic-trading-automation/) Meaning ⎊ Algorithmic trading automation replaces human intervention with programmatic logic to optimize liquidity and risk management in decentralized markets. ⎊ Definition ## [Algorithmic Trading Regulation](https://term.greeks.live/term/algorithmic-trading-regulation/) Meaning ⎊ Algorithmic Trading Regulation codifies automated execution constraints to ensure systemic stability and integrity within decentralized market venues. ⎊ Definition ## [Execution Algorithmic Trading](https://term.greeks.live/definition/execution-algorithmic-trading/) Automated systems that break down large orders into smaller pieces to optimize execution price and reduce market impact. ⎊ Definition ## [Algorithmic Trading Performance](https://term.greeks.live/term/algorithmic-trading-performance/) Meaning ⎊ Algorithmic trading performance measures the efficacy of automated execution in converting market strategy into realized risk-adjusted financial returns. ⎊ Definition ## [Algorithmic Trading Patterns](https://term.greeks.live/definition/algorithmic-trading-patterns/) Identifying repeatable behaviors of automated systems to detect both benign and malicious trading strategies. ⎊ Definition ## [Algorithmic Trading Security](https://term.greeks.live/term/algorithmic-trading-security/) Meaning ⎊ Algorithmic Trading Security ensures the integrity and resilience of automated financial execution against adversarial threats in decentralized markets. ⎊ Definition ## [Behavioral Game Theory Implications](https://term.greeks.live/term/behavioral-game-theory-implications/) Meaning ⎊ Behavioral game theory models quantify how human cognitive biases and strategic interactions dictate price discovery within decentralized derivatives. ⎊ Definition ## [Tax-Loss Harvesting](https://term.greeks.live/definition/tax-loss-harvesting-2/) Selling assets at a loss to offset capital gains and reduce overall tax liability for the fiscal year. ⎊ Definition ## [Tax Efficiency](https://term.greeks.live/definition/tax-efficiency/) Strategy of minimizing tax liabilities through careful investment planning and the use of favorable accounting methods. ⎊ Definition ## [Algorithmic Trading Safeguards](https://term.greeks.live/term/algorithmic-trading-safeguards/) Meaning ⎊ Algorithmic trading safeguards provide the necessary mathematical constraints to maintain market stability and prevent systemic failure in DeFi. ⎊ Definition ## [Algorithmic Trading Oversight](https://term.greeks.live/term/algorithmic-trading-oversight/) Meaning ⎊ Algorithmic trading oversight provides the programmatic framework necessary to ensure automated market activity remains stable within decentralized systems. ⎊ Definition --- ## 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": "Tax Implications of Algorithmic Trading", "item": "https://term.greeks.live/area/tax-implications-of-algorithmic-trading/" }, { "@type": "ListItem", "position": 4, "name": "Resource 1", "item": "https://term.greeks.live/area/tax-implications-of-algorithmic-trading/resource/1/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Tax of Tax Implications of Algorithmic Trading?", "acceptedAnswer": { "@type": "Answer", "text": "Algorithmic trading within cryptocurrency, options, and derivatives introduces complexities due to the high frequency of transactions and the potential for short-term capital gains treatment. 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The precision design suggests a high-tech, modular system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-options-trading/", "url": "https://term.greeks.live/term/algorithmic-options-trading/", "headline": "Algorithmic Options Trading", "description": "Meaning ⎊ Algorithmic options trading leverages automated quantitative models to manage derivative risk and capture pricing inefficiencies in decentralized markets. ⎊ Definition", "datePublished": "2026-03-12T19:28:48+00:00", "dateModified": "2026-03-12T19:29:28+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-options-trading-bot-architecture-for-high-frequency-hedging-and-collateralization-management.jpg", "width": 3850, "height": 2166, "caption": "A sleek, dark blue mechanical object with a cream-colored head section and vibrant green glowing core is depicted against a dark background. The futuristic design features modular panels and a prominent ring structure extending from the head." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-trading-implementation/", "url": "https://term.greeks.live/term/algorithmic-trading-implementation/", "headline": "Algorithmic Trading Implementation", "description": "Meaning ⎊ Algorithmic trading implementation automates derivative execution, transforming quantitative models into resilient strategies within decentralized markets. ⎊ Definition", "datePublished": "2026-03-13T07:51:53+00:00", "dateModified": "2026-03-13T07:52:57+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/decentralized-automated-smart-contract-execution-and-settlement-protocol-visualized-as-a-secure-connection.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution visualization showcases two dark cylindrical components converging at a central connection point, featuring a metallic core and a white coupling piece. The left component displays a glowing blue band, while the right component shows a vibrant green band, signifying distinct operational states." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/algorithmic-trading-efficiency/", "url": "https://term.greeks.live/definition/algorithmic-trading-efficiency/", "headline": "Algorithmic Trading Efficiency", "description": "The ability of automated trading systems to execute strategies accurately while minimizing costs and operational risks. ⎊ Definition", "datePublished": "2026-03-13T14:48:42+00:00", "dateModified": "2026-03-23T15:24:29+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-trading-infrastructure-visualization-demonstrating-automated-market-maker-risk-management-and-oracle-feed-integration.jpg", "width": 3850, "height": 2166, "caption": "A close-up view of a high-tech mechanical component, rendered in dark blue and black with vibrant green internal parts and green glowing circuit patterns on its surface. Precision pieces are attached to the front section of the cylindrical object, which features intricate internal gears visible through a green ring." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-trading-automation/", "url": "https://term.greeks.live/term/algorithmic-trading-automation/", "headline": "Algorithmic Trading Automation", "description": "Meaning ⎊ Algorithmic trading automation replaces human intervention with programmatic logic to optimize liquidity and risk management in decentralized markets. ⎊ Definition", "datePublished": "2026-03-14T02:11:57+00:00", "dateModified": "2026-03-14T02:12:22+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/decentralized-finance-infrastructure-automated-market-maker-protocol-execution-visualization-of-derivatives-pricing-models-and-risk-management.jpg", "width": 3850, "height": 2166, "caption": "The visualization presents smooth, brightly colored, rounded elements set within a sleek, dark blue molded structure. The close-up shot emphasizes the smooth contours and precision of the components." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-trading-regulation/", "url": "https://term.greeks.live/term/algorithmic-trading-regulation/", "headline": "Algorithmic Trading Regulation", "description": "Meaning ⎊ Algorithmic Trading Regulation codifies automated execution constraints to ensure systemic stability and integrity within decentralized market venues. ⎊ Definition", "datePublished": "2026-03-14T02:36:59+00:00", "dateModified": "2026-03-14T02:37:22+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-collateralization-mechanism-for-decentralized-synthetic-asset-issuance-and-risk-hedging-protocol.jpg", "width": 3850, "height": 2166, "caption": "A high-tech, geometric sphere composed of dark blue and off-white polygonal segments is centered against a dark background. The structure features recessed areas with glowing neon green and bright blue lines, suggesting an active, complex mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/execution-algorithmic-trading/", "url": "https://term.greeks.live/definition/execution-algorithmic-trading/", "headline": "Execution Algorithmic Trading", "description": "Automated systems that break down large orders into smaller pieces to optimize execution price and reduce market impact. ⎊ Definition", "datePublished": "2026-03-14T13:41:04+00:00", "dateModified": "2026-03-21T00:44:07+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-algorithmic-trading-core-engine-for-exotic-options-pricing-and-derivatives-execution.jpg", "width": 3850, "height": 2166, "caption": "A high-angle, detailed view showcases a futuristic, sharp-angled vehicle. Its core features include a glowing green central mechanism and blue structural elements, accented by dark blue and light cream exterior components." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-trading-performance/", "url": "https://term.greeks.live/term/algorithmic-trading-performance/", "headline": "Algorithmic Trading Performance", "description": "Meaning ⎊ Algorithmic trading performance measures the efficacy of automated execution in converting market strategy into realized risk-adjusted financial returns. ⎊ Definition", "datePublished": "2026-03-14T13:42:34+00:00", "dateModified": "2026-03-14T13:43:40+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-smart-contract-interoperability-and-defi-derivatives-ecosystems-for-automated-trading.jpg", "width": 3850, "height": 2166, "caption": "The image displays a cross-section of a futuristic mechanical sphere, revealing intricate internal components. A set of interlocking gears and a central glowing green mechanism are visible, encased within the cut-away structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/algorithmic-trading-patterns/", "url": "https://term.greeks.live/definition/algorithmic-trading-patterns/", "headline": "Algorithmic Trading Patterns", "description": "Identifying repeatable behaviors of automated systems to detect both benign and malicious trading strategies. ⎊ Definition", "datePublished": "2026-03-14T13:48:22+00:00", "dateModified": "2026-03-21T04:49:24+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-execution-interface-for-high-frequency-trading-and-smart-contract-automation-within-decentralized-protocols.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution product image captures a sleek, futuristic device with a dynamic blue and white swirling pattern. The device features a prominent green circular button set within a dark, textured ring." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-trading-security/", "url": "https://term.greeks.live/term/algorithmic-trading-security/", "headline": "Algorithmic Trading Security", "description": "Meaning ⎊ Algorithmic Trading Security ensures the integrity and resilience of automated financial execution against adversarial threats in decentralized markets. ⎊ Definition", "datePublished": "2026-03-15T04:12:32+00:00", "dateModified": "2026-03-15T04:14:43+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-structured-products-financial-engineering-architecture-for-decentralized-autonomous-organization-security-layer.jpg", "width": 3850, "height": 2166, "caption": "A futuristic, multi-layered object with sharp, angular forms and a central turquoise sensor is displayed against a dark blue background. The design features a central element resembling a sensor, surrounded by distinct layers of neon green, bright blue, and cream-colored components, all housed within a dark blue polygonal frame." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/behavioral-game-theory-implications/", "url": "https://term.greeks.live/term/behavioral-game-theory-implications/", "headline": "Behavioral Game Theory Implications", "description": "Meaning ⎊ Behavioral game theory models quantify how human cognitive biases and strategic interactions dictate price discovery within decentralized derivatives. ⎊ Definition", "datePublished": "2026-03-15T07:52:00+00:00", "dateModified": "2026-03-15T07:52:55+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-visualization-of-decentralized-finance-liquidity-flow-and-risk-mitigation-in-complex-options-derivatives.jpg", "width": 3850, "height": 2166, "caption": "A high-tech abstract form featuring smooth dark surfaces and prominent bright green and light blue highlights within a recessed, dark container. The design gives a sense of sleek, futuristic technology and dynamic movement." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/tax-loss-harvesting-2/", "url": "https://term.greeks.live/definition/tax-loss-harvesting-2/", "headline": "Tax-Loss Harvesting", "description": "Selling assets at a loss to offset capital gains and reduce overall tax liability for the fiscal year. ⎊ Definition", "datePublished": "2026-03-15T22:37:29+00:00", "dateModified": "2026-03-30T03:24:26+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/decentralized-finance-structured-products-mechanism-navigating-volatility-surface-and-layered-collateralization-tranches.jpg", "width": 3850, "height": 2166, "caption": "A highly stylized and minimalist visual portrays a sleek, dark blue form that encapsulates a complex circular mechanism. The central apparatus features a bright green core surrounded by distinct layers of dark blue, light blue, and off-white rings." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/tax-efficiency/", "url": "https://term.greeks.live/definition/tax-efficiency/", "headline": "Tax Efficiency", "description": "Strategy of minimizing tax liabilities through careful investment planning and the use of favorable accounting methods. ⎊ Definition", "datePublished": "2026-03-15T22:44:53+00:00", "dateModified": "2026-03-15T22:46:34+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/algorithmic-arbitrage-vehicle-representing-decentralized-finance-protocol-efficiency-and-yield-aggregation.jpg", "width": 3850, "height": 2166, "caption": "A stylized futuristic vehicle, rendered digitally, showcases a light blue chassis with dark blue wheel components and bright neon green accents. The design metaphorically represents a high-frequency algorithmic trading system deployed within the decentralized finance ecosystem." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-trading-safeguards/", "url": "https://term.greeks.live/term/algorithmic-trading-safeguards/", "headline": "Algorithmic Trading Safeguards", "description": "Meaning ⎊ Algorithmic trading safeguards provide the necessary mathematical constraints to maintain market stability and prevent systemic failure in DeFi. ⎊ Definition", "datePublished": "2026-03-16T12:23:22+00:00", "dateModified": "2026-03-16T12:23:56+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-multi-protocol-interoperability-and-decentralized-derivative-collateralization-in-smart-contracts.jpg", "width": 3850, "height": 2166, "caption": "The image displays an abstract, close-up view of a dark, fluid surface with smooth contours, creating a sense of deep, layered structure. The central part features layered rings with a glowing neon green core and a surrounding blue ring, resembling a futuristic eye or a vortex of energy." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-trading-oversight/", "url": "https://term.greeks.live/term/algorithmic-trading-oversight/", "headline": "Algorithmic Trading Oversight", "description": "Meaning ⎊ Algorithmic trading oversight provides the programmatic framework necessary to ensure automated market activity remains stable within decentralized systems. ⎊ Definition", "datePublished": "2026-03-16T12:40:17+00:00", "dateModified": "2026-03-16T12:40:39+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-trading-infrastructure-visualization-demonstrating-automated-market-maker-risk-management-and-oracle-feed-integration.jpg", "width": 3850, "height": 2166, "caption": "A close-up view of a high-tech mechanical component, rendered in dark blue and black with vibrant green internal parts and green glowing circuit patterns on its surface. Precision pieces are attached to the front section of the cylindrical object, which features intricate internal gears visible through a green ring." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-options-trading-bot-architecture-for-high-frequency-hedging-and-collateralization-management.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/tax-implications-of-algorithmic-trading/resource/1/