# Margin Leverage Optimization ⎊ Area ⎊ Resource 1 --- ## What is the Optimization of Margin Leverage Optimization? Margin leverage optimization, within cryptocurrency and derivatives markets, represents a dynamic process of calibrating position size relative to available capital and risk tolerance. It’s fundamentally a capital allocation strategy, aiming to maximize potential returns while maintaining solvency under adverse market conditions, and is heavily influenced by volatility assessments. Effective implementation necessitates a robust understanding of margin requirements, liquidation thresholds, and the interplay between leverage and profit/loss profiles, particularly in highly volatile asset classes. This process isn’t static; continuous recalibration is crucial given the evolving risk landscape. ## What is the Adjustment of Margin Leverage Optimization? The adjustment of margin leverage is often driven by real-time market data and sophisticated risk modeling, incorporating factors like implied volatility, correlation analysis, and order book depth. Traders and quantitative analysts frequently employ algorithms to automate these adjustments, responding to changes in market conditions faster than manual intervention allows. Adjustments can involve decreasing leverage during periods of heightened uncertainty or increasing it when market conditions suggest a favorable risk-reward ratio, always considering the potential for cascading liquidations. Precise adjustment is paramount to avoid unintended exposure and maintain a desired risk profile. ## What is the Algorithm of Margin Leverage Optimization? An algorithm designed for margin leverage optimization typically integrates several components, including a volatility estimator, a risk assessment module, and a position sizing engine. These algorithms often utilize historical data and machine learning techniques to predict future price movements and adjust leverage accordingly, aiming to optimize the Sharpe ratio or other performance metrics. Backtesting and continuous monitoring are essential to validate the algorithm’s effectiveness and prevent overfitting to historical data, ensuring its robustness across diverse market scenarios. The sophistication of the algorithm directly impacts the efficiency of capital utilization and risk management. --- ## [Leverage Loops](https://term.greeks.live/term/leverage-loops/) Meaning ⎊ Leverage loops are self-reinforcing financial feedback mechanisms where rising asset values increase collateral, fueling further borrowing and purchasing, resulting in cascading liquidations during market downturns. ⎊ Term ## [High Leverage](https://term.greeks.live/term/high-leverage/) Meaning ⎊ High leverage in crypto options enables significant exposure to underlying asset price movements with minimal capital outlay, primarily through the non-linear dynamics of gamma and vega sensitivities. ⎊ Term ## [Leverage Effect](https://term.greeks.live/definition/leverage-effect/) The tendency for volatility to rise as asset prices fall, often amplified by liquidation feedback loops in crypto. ⎊ Term ## [High Leverage Environment Analysis](https://term.greeks.live/term/high-leverage-environment-analysis/) Meaning ⎊ High Leverage Environment Analysis explores the non-linear risk dynamics inherent in crypto options, focusing on systemic fragility caused by dynamic risk profiles and cascading liquidations. ⎊ Term ## [Systemic Leverage Monitoring](https://term.greeks.live/definition/systemic-leverage-monitoring/) Tracking total ecosystem debt and margin to prevent large-scale defaults and systemic contagion. ⎊ Term ## [Leverage Farming Techniques](https://term.greeks.live/term/leverage-farming-techniques/) Meaning ⎊ Leverage farming techniques utilize crypto options to generate yield by capturing non-linear exposure, magnifying returns through a complex interplay of volatility and time decay while introducing dynamic liquidation risk. ⎊ Term ## [Non-Linear Leverage](https://term.greeks.live/term/non-linear-leverage/) Meaning ⎊ Vanna-Volga Dynamics quantify the non-linear leverage of options by measuring the systemic sensitivity of delta and vega to changes in the implied volatility surface. ⎊ Term ## [Margin Calculation Optimization](https://term.greeks.live/term/margin-calculation-optimization/) Meaning ⎊ Dynamic Risk-Based Portfolio Margin optimizes capital allocation by calculating net portfolio risk across multiple assets and derivatives against a spectrum of adverse market scenarios. ⎊ Term ## [Portfolio Margin Optimization](https://term.greeks.live/definition/portfolio-margin-optimization/) Strategic management of portfolio positions to minimize collateral requirements by identifying natural hedging offsets. ⎊ Term ## [Delta Vega Systemic Leverage](https://term.greeks.live/term/delta-vega-systemic-leverage/) Meaning ⎊ Delta Vega Systemic Leverage defines the recursive capital amplification where price shifts and volatility expansion force destabilizing hedging loops. ⎊ Term ## [Real-Time Leverage](https://term.greeks.live/term/real-time-leverage/) Meaning ⎊ Real-Time Leverage enables continuous, algorithmic adjustment of market exposure through sub-second synchronization of collateral and risk vectors. ⎊ Term ## [Leverage Factor](https://term.greeks.live/definition/leverage-factor/) A number representing the ratio by which an investor's position is multiplied using leverage. ⎊ Term ## [Position Leverage](https://term.greeks.live/definition/position-leverage/) The use of borrowed capital to increase the size of a position and potential returns. ⎊ Term ## [Maximum Leverage](https://term.greeks.live/definition/maximum-leverage/) The highest leverage ratio permitted by an exchange for a particular asset or account. ⎊ Term ## [Margin Engine Optimization](https://term.greeks.live/definition/margin-engine-optimization/) The algorithmic refinement of margin requirements to balance capital efficiency with robust systemic risk protection. ⎊ Term ## [Dynamic Leverage Control](https://term.greeks.live/term/dynamic-leverage-control/) Meaning ⎊ Dynamic Leverage Control automates margin requirements to maintain protocol solvency by adjusting exposure in response to real-time market volatility. ⎊ Term ## [Leverage Dynamics Analysis](https://term.greeks.live/term/leverage-dynamics-analysis/) Meaning ⎊ Leverage dynamics analysis quantifies the systemic fragility of decentralized markets by mapping the interaction between margin protocols and volatility. ⎊ Term ## [Leverage-Induced Liquidation](https://term.greeks.live/definition/leverage-induced-liquidation/) The forced closing of positions by an exchange due to insufficient margin, often causing cascading price movements. ⎊ Term ## [Market Leverage](https://term.greeks.live/definition/market-leverage/) The aggregate amount of borrowed capital utilized by traders, indicating the overall risk and fragility of a market. ⎊ Term ## [Leverage Dynamics Modeling](https://term.greeks.live/term/leverage-dynamics-modeling/) Meaning ⎊ Leverage Dynamics Modeling quantifies the interaction between borrowed capital and market volatility to ensure stability in decentralized derivatives. ⎊ Term ## [Leverage Control](https://term.greeks.live/term/leverage-control/) Meaning ⎊ Leverage Control acts as the algorithmic mechanism managing margin requirements and liquidation risk to ensure solvency in decentralized derivatives. ⎊ Term ## [Margin Optimization](https://term.greeks.live/definition/margin-optimization/) The algorithmic process of minimizing collateral requirements while maintaining portfolio risk integrity and yield. ⎊ Term ## [Leverage Dynamics Assessment](https://term.greeks.live/term/leverage-dynamics-assessment/) Meaning ⎊ Leverage Dynamics Assessment quantifies the structural risks and capital efficiency of decentralized derivatives to ensure systemic market resilience. ⎊ Term ## [Leverage Management in CPPI](https://term.greeks.live/definition/leverage-management-in-cppi/) The process of controlling debt or synthetic exposure within a CPPI strategy to maintain safety while seeking growth. ⎊ Term ## [Leverage Skew](https://term.greeks.live/definition/leverage-skew/) The imbalance of long versus short leverage that indicates market fragility and potential for rapid reflexive movements. ⎊ Term ## [Leverage Mechanics](https://term.greeks.live/definition/leverage-mechanics/) Using borrowed funds to amplify position size relative to collateral, increasing both potential profit and risk of loss. ⎊ Term ## [Margin Requirement Optimization](https://term.greeks.live/definition/margin-requirement-optimization/) The strategic calibration of collateral levels to balance leverage potential against liquidation risk. ⎊ Term ## [Leverage and Liquidation Risks](https://term.greeks.live/definition/leverage-and-liquidation-risks/) The risk of forced position closure due to price movements against a highly leveraged trade. ⎊ Term ## [Options Trading Leverage](https://term.greeks.live/term/options-trading-leverage/) Meaning ⎊ Options trading leverage allows for capital-efficient exposure to digital asset volatility while inherently linking position risk to time and price. ⎊ Term ## [Leverage Concentration](https://term.greeks.live/definition/leverage-concentration/) The state where large amounts of leverage are held by few participants, increasing the risk of systemic market cascades. ⎊ 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": "Margin Leverage Optimization", "item": "https://term.greeks.live/area/margin-leverage-optimization/" }, { "@type": "ListItem", "position": 4, "name": "Resource 1", "item": "https://term.greeks.live/area/margin-leverage-optimization/resource/1/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Optimization of Margin Leverage Optimization?", "acceptedAnswer": { "@type": "Answer", "text": "Margin leverage optimization, within cryptocurrency and derivatives markets, represents a dynamic process of calibrating position size relative to available capital and risk tolerance. 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The dominant color palette consists of deep blues and black, accented by prominent bands of bright green, beige, and light blue." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/leverage-dynamics-analysis/", "url": "https://term.greeks.live/term/leverage-dynamics-analysis/", "headline": "Leverage Dynamics Analysis", "description": "Meaning ⎊ Leverage dynamics analysis quantifies the systemic fragility of decentralized markets by mapping the interaction between margin protocols and volatility. ⎊ Term", "datePublished": "2026-03-10T05:46:33+00:00", "dateModified": "2026-03-10T05:47:52+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/futuristic-decentralized-derivative-protocol-structure-embodying-layered-risk-tranches-and-algorithmic-execution-logic.jpg", "width": 3850, "height": 2166, "caption": "A visually striking render showcases a futuristic, multi-layered object with sharp, angular lines, rendered in deep blue and contrasting beige. The central part of the object opens up to reveal a complex inner structure composed of bright green and blue geometric patterns." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/leverage-induced-liquidation/", "url": "https://term.greeks.live/definition/leverage-induced-liquidation/", "headline": "Leverage-Induced Liquidation", "description": "The forced closing of positions by an exchange due to insufficient margin, often causing cascading price movements. ⎊ Term", "datePublished": "2026-03-10T06:08:47+00:00", "dateModified": "2026-03-10T06:09:47+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/interoperable-protocol-component-illustrating-key-management-for-synthetic-asset-issuance-and-high-leverage-derivatives.jpg", "width": 3850, "height": 2166, "caption": "This close-up view presents a sophisticated mechanical assembly featuring a blue cylindrical shaft with a keyhole and a prominent green inner component encased within a dark, textured housing. The design highlights a complex interface where multiple components align for potential activation or interaction, metaphorically representing a robust decentralized exchange DEX mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/market-leverage/", "url": "https://term.greeks.live/definition/market-leverage/", "headline": "Market Leverage", "description": "The aggregate amount of borrowed capital utilized by traders, indicating the overall risk and fragility of a market. ⎊ Term", "datePublished": "2026-03-10T06:35:38+00:00", "dateModified": "2026-04-20T23:28:58+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-asymmetric-market-dynamics-and-liquidity-aggregation-in-decentralized-finance-derivative-products.jpg", "width": 3850, "height": 2166, "caption": "A dynamic abstract composition features smooth, interwoven, multi-colored bands spiraling inward against a dark background. The colors transition between deep navy blue, vibrant green, and pale cream, converging towards a central vortex-like point." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/leverage-dynamics-modeling/", "url": "https://term.greeks.live/term/leverage-dynamics-modeling/", "headline": "Leverage Dynamics Modeling", "description": "Meaning ⎊ Leverage Dynamics Modeling quantifies the interaction between borrowed capital and market volatility to ensure stability in decentralized derivatives. ⎊ Term", "datePublished": "2026-03-10T11:07:53+00:00", "dateModified": "2026-03-10T11:08:28+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/an-intricate-abstract-visualization-of-cross-chain-liquidity-dynamics-and-algorithmic-risk-stratification-within-a-decentralized-derivatives-market-architecture.jpg", "width": 3850, "height": 2166, "caption": "A detailed abstract visualization presents complex, smooth, flowing forms that intertwine, revealing multiple inner layers of varying colors. The structure resembles a sophisticated conduit or pathway, with high-contrast elements creating a sense of depth and interconnectedness." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/leverage-control/", "url": "https://term.greeks.live/term/leverage-control/", "headline": "Leverage Control", "description": "Meaning ⎊ Leverage Control acts as the algorithmic mechanism managing margin requirements and liquidation risk to ensure solvency in decentralized derivatives. ⎊ Term", "datePublished": "2026-03-10T15:25:34+00:00", "dateModified": "2026-04-03T23:13:24+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/decentralized-finance-structured-products-mechanism-modeling-options-leverage-and-implied-volatility-dynamics.jpg", "width": 3850, "height": 2166, "caption": "The image displays an intricate mechanical assembly with interlocking components, featuring a dark blue, four-pronged piece interacting with a cream-colored piece. A bright green spur gear is mounted on a twisted shaft, while a light blue faceted cap finishes the assembly." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/margin-optimization/", "url": "https://term.greeks.live/definition/margin-optimization/", "headline": "Margin Optimization", "description": "The algorithmic process of minimizing collateral requirements while maintaining portfolio risk integrity and yield. ⎊ Term", "datePublished": "2026-03-10T19:09:34+00:00", "dateModified": "2026-04-16T23:30:33+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/optimized-algorithmic-execution-protocol-design-for-cross-chain-liquidity-aggregation-and-risk-mitigation.jpg", "width": 3850, "height": 2166, "caption": "A dark blue, streamlined object with a bright green band and a light blue flowing line rests on a complementary dark surface. The object's design represents a sophisticated financial engineering tool, specifically a proprietary quantitative strategy for derivative instruments." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/leverage-dynamics-assessment/", "url": "https://term.greeks.live/term/leverage-dynamics-assessment/", "headline": "Leverage Dynamics Assessment", "description": "Meaning ⎊ Leverage Dynamics Assessment quantifies the structural risks and capital efficiency of decentralized derivatives to ensure systemic market resilience. ⎊ Term", "datePublished": "2026-03-11T00:05:55+00:00", "dateModified": "2026-03-11T00:07:10+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/an-intricate-abstract-visualization-of-cross-chain-liquidity-dynamics-and-algorithmic-risk-stratification-within-a-decentralized-derivatives-market-architecture.jpg", "width": 3850, "height": 2166, "caption": "A detailed abstract visualization presents complex, smooth, flowing forms that intertwine, revealing multiple inner layers of varying colors. The structure resembles a sophisticated conduit or pathway, with high-contrast elements creating a sense of depth and interconnectedness." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/leverage-management-in-cppi/", "url": "https://term.greeks.live/definition/leverage-management-in-cppi/", "headline": "Leverage Management in CPPI", "description": "The process of controlling debt or synthetic exposure within a CPPI strategy to maintain safety while seeking growth. ⎊ Term", "datePublished": "2026-03-11T00:45:13+00:00", "dateModified": "2026-03-11T00:46:34+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/decentralized-finance-structured-products-mechanism-modeling-options-leverage-and-implied-volatility-dynamics.jpg", "width": 3850, "height": 2166, "caption": "The image displays an intricate mechanical assembly with interlocking components, featuring a dark blue, four-pronged piece interacting with a cream-colored piece. A bright green spur gear is mounted on a twisted shaft, while a light blue faceted cap finishes the assembly." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/leverage-skew/", "url": "https://term.greeks.live/definition/leverage-skew/", "headline": "Leverage Skew", "description": "The imbalance of long versus short leverage that indicates market fragility and potential for rapid reflexive movements. ⎊ Term", "datePublished": "2026-03-11T13:50:48+00:00", "dateModified": "2026-04-26T00:00:04+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-modeling-options-leverage-and-implied-volatility-dynamics.jpg", "width": 3850, "height": 2166, "caption": "The image displays an intricate mechanical assembly with interlocking components, featuring a dark blue, four-pronged piece interacting with a cream-colored piece. A bright green spur gear is mounted on a twisted shaft, while a light blue faceted cap finishes the assembly." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/leverage-mechanics/", "url": "https://term.greeks.live/definition/leverage-mechanics/", "headline": "Leverage Mechanics", "description": "Using borrowed funds to amplify position size relative to collateral, increasing both potential profit and risk of loss. ⎊ Term", "datePublished": "2026-03-11T20:43:05+00:00", "dateModified": "2026-03-11T20:43:33+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/precision-engineered-protocol-mechanics-for-decentralized-finance-yield-generation-and-options-pricing.jpg", "width": 3850, "height": 2166, "caption": "A cutaway view reveals the internal mechanism of a cylindrical device, showcasing several components on a central shaft. The structure includes bearings and impeller-like elements, highlighted by contrasting colors of teal and off-white against a dark blue casing, suggesting a high-precision flow or power generation system." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/margin-requirement-optimization/", "url": "https://term.greeks.live/definition/margin-requirement-optimization/", "headline": "Margin Requirement Optimization", "description": "The strategic calibration of collateral levels to balance leverage potential against liquidation risk. ⎊ Term", "datePublished": "2026-03-12T03:54:25+00:00", "dateModified": "2026-05-30T16:39:51+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/modular-dlt-architecture-for-automated-market-maker-collateralization-and-perpetual-options-contract-settlement-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "An abstract, high-resolution visual depicts a sequence of intricate, interconnected components in dark blue, emerald green, and cream colors. The sleek, flowing segments interlock precisely, creating a complex structure that suggests advanced mechanical or digital architecture." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/leverage-and-liquidation-risks/", "url": "https://term.greeks.live/definition/leverage-and-liquidation-risks/", "headline": "Leverage and Liquidation Risks", "description": "The risk of forced position closure due to price movements against a highly leveraged trade. ⎊ Term", "datePublished": "2026-03-12T05:49:20+00:00", "dateModified": "2026-03-12T05:49:36+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-leverage-mechanism-conceptualization-for-decentralized-options-trading-and-automated-risk-management-protocols.jpg", "width": 3850, "height": 2166, "caption": "A futuristic mechanical component featuring a dark structural frame and a light blue body is presented against a dark, minimalist background. A pair of off-white levers pivot within the frame, connecting the main body and highlighted by a glowing green circle on the end piece." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/options-trading-leverage/", "url": "https://term.greeks.live/term/options-trading-leverage/", "headline": "Options Trading Leverage", "description": "Meaning ⎊ Options trading leverage allows for capital-efficient exposure to digital asset volatility while inherently linking position risk to time and price. ⎊ Term", "datePublished": "2026-03-12T07:12:14+00:00", "dateModified": "2026-03-12T07:12:54+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-infrastructure-for-decentralized-finance-smart-contract-risk-management-frameworks-utilizing-automated-market-making-principles.jpg", "width": 3850, "height": 2166, "caption": "A detailed cross-section of a high-tech cylindrical mechanism reveals intricate internal components. A central metallic shaft supports several interlocking gears of varying sizes, surrounded by layers of green and light-colored support structures within a dark gray external shell." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/leverage-concentration/", "url": "https://term.greeks.live/definition/leverage-concentration/", "headline": "Leverage Concentration", "description": "The state where large amounts of leverage are held by few participants, increasing the risk of systemic market cascades. ⎊ Term", "datePublished": "2026-03-12T16:12:42+00:00", "dateModified": "2026-04-17T23:48:51+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/interoperable-protocol-component-illustrating-key-management-for-synthetic-asset-issuance-and-high-leverage-derivatives.jpg", "width": 3850, "height": 2166, "caption": "This close-up view presents a sophisticated mechanical assembly featuring a blue cylindrical shaft with a keyhole and a prominent green inner component encased within a dark, textured housing. The design highlights a complex interface where multiple components align for potential activation or interaction, metaphorically representing a robust decentralized exchange DEX mechanism." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/intertwined-multi-asset-collateralized-risk-layers-representing-decentralized-derivatives-markets-analysis.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/margin-leverage-optimization/resource/1/