# Computation Cost Abstraction ⎊ Area ⎊ Resource 1 --- ## What is the Computation of Computation Cost Abstraction? Computation Cost Abstraction, within cryptocurrency, options trading, and financial derivatives, represents the process of modeling and mitigating the expenses associated with executing complex calculations required for pricing, risk management, and trade execution. This abstraction is critical as computational demands directly impact latency, scalability, and ultimately, profitability in high-frequency and automated trading systems. Efficiently representing these costs allows for optimized algorithm design and infrastructure allocation, particularly relevant with the increasing sophistication of derivative products and the growth of decentralized finance. Accurate quantification of computation enables informed decisions regarding trade size, order routing, and the selection of appropriate execution venues. ## What is the Cost of Computation Cost Abstraction? The consideration of cost extends beyond direct hardware expenses to encompass energy consumption, network bandwidth, and the opportunity cost of utilizing computational resources. In decentralized systems, gas fees on blockchains like Ethereum directly reflect computation cost, influencing the economic viability of smart contracts and decentralized applications. Options pricing models, such as those employing Monte Carlo simulations, are particularly sensitive to computational burden, necessitating approximations or parallelization strategies to achieve real-time valuation. Managing this cost is paramount for maintaining competitive advantages and ensuring the sustainability of trading operations. ## What is the Algorithm of Computation Cost Abstraction? Algorithmic efficiency is central to Computation Cost Abstraction, driving the development of optimized pricing kernels and risk analytics. Techniques like vectorization, just-in-time compilation, and the utilization of specialized hardware accelerators are employed to reduce computational overhead. Furthermore, the design of algorithms must account for the inherent trade-offs between accuracy and speed, particularly in scenarios requiring rapid responses to market changes. The selection of appropriate numerical methods and data structures directly impacts the scalability and performance of trading systems, influencing their ability to capitalize on fleeting arbitrage opportunities. --- ## [Off-Chain Computation](https://term.greeks.live/definition/off-chain-computation/) Processing complex data outside the main blockchain to enhance performance and reduce operational costs. ⎊ Definition ## [Opportunity Cost](https://term.greeks.live/definition/opportunity-cost/) The potential gain foregone by choosing one investment or strategy over another in the DeFi ecosystem. ⎊ Definition ## [Cost of Carry](https://term.greeks.live/definition/cost-of-carry/) Total cost or return from holding a position including funding rates and interest to bridge spot and derivative prices. ⎊ Definition ## [Slippage Cost](https://term.greeks.live/term/slippage-cost/) Meaning ⎊ Slippage cost in crypto options is the hidden execution expense arising from high volatility and fragmented liquidity, significantly impacting profitability and market efficiency. ⎊ Definition ## [Transaction Cost Analysis](https://term.greeks.live/definition/transaction-cost-analysis/) The systematic evaluation of total trade costs including commissions and slippage to optimize execution efficiency. ⎊ Definition ## [Verifiable Computation](https://term.greeks.live/term/verifiable-computation/) Meaning ⎊ Verifiable Computation uses cryptographic proofs to ensure trustless off-chain execution of complex options pricing and risk models, enabling scalable decentralized derivatives. ⎊ Definition ## [Zero Gas Cost Options](https://term.greeks.live/term/zero-gas-cost-options/) Meaning ⎊ Zero Gas Cost Options protocols utilize off-chain order books to eliminate transaction costs for high-frequency trading, enabling efficient price discovery and advanced strategies in decentralized markets. ⎊ Definition ## [Gas Cost Abstraction](https://term.greeks.live/term/gas-cost-abstraction/) Meaning ⎊ Gas cost abstraction decouples transaction fees from user interactions, enhancing capital efficiency and enabling advanced derivative strategies by mitigating execution cost volatility. ⎊ Definition ## [Transaction Cost Volatility](https://term.greeks.live/term/transaction-cost-volatility/) Meaning ⎊ Transaction Cost Volatility is the systemic risk of unpredictable rebalancing costs in crypto options, driven by network congestion and smart contract gas fees. ⎊ Definition ## [Gas Cost Optimization](https://term.greeks.live/definition/gas-cost-optimization/) Techniques to minimize computational resource consumption in smart contracts to reduce transaction fees and improve efficiency. ⎊ Definition ## [Off-Chain Data Computation](https://term.greeks.live/term/off-chain-data-computation/) Meaning ⎊ Off-chain data computation enables crypto options protocols to perform complex financial calculations efficiently and securely by decoupling intensive logic from the blockchain settlement layer. ⎊ Definition ## [Gas Cost Economics](https://term.greeks.live/term/gas-cost-economics/) Meaning ⎊ Gas Cost Economics analyzes how dynamic transaction fees fundamentally alter pricing models, risk management, and market microstructure for decentralized crypto options. ⎊ Definition ## [On Chain Computation](https://term.greeks.live/term/on-chain-computation/) Meaning ⎊ On Chain Computation executes financial logic for derivatives within smart contracts, ensuring trustless pricing, collateral management, and risk calculations. ⎊ Definition ## [Gas Cost Impact](https://term.greeks.live/term/gas-cost-impact/) Meaning ⎊ Gas Cost Impact represents the financial friction from network transaction fees, fundamentally altering options pricing and rebalancing strategies in decentralized markets. ⎊ Definition ## [Account Abstraction](https://term.greeks.live/definition/account-abstraction/) Architecture allowing smart contracts to act as accounts, enabling custom logic and improved user experiences. ⎊ Definition ## [Slippage Cost Calculation](https://term.greeks.live/term/slippage-cost-calculation/) Meaning ⎊ Slippage cost calculation for crypto options quantifies the non-linear execution friction resulting from changes in an option's Greek values during a trade. ⎊ Definition ## [Proof Generation Cost](https://term.greeks.live/term/proof-generation-cost/) Meaning ⎊ Proof Generation Cost represents the computational expense of generating validity proofs, directly impacting transaction fees and financial viability for on-chain derivatives. ⎊ Definition ## [Trustless Computation](https://term.greeks.live/term/trustless-computation/) Meaning ⎊ Trustless computation enables verifiable execution of complex financial logic for derivatives, eliminating counterparty risk and centralized clearinghouse reliance. ⎊ Definition ## [Smart Contract Execution Cost](https://term.greeks.live/term/smart-contract-execution-cost/) Meaning ⎊ Smart Contract Execution Cost is the variable computational friction on a blockchain that dictates the economic viability of decentralized options strategies and market microstructure efficiency. ⎊ Definition ## [On-Chain Computation Costs](https://term.greeks.live/term/on-chain-computation-costs/) Meaning ⎊ On-chain computation costs are the primary constraint determining the economic viability and design architecture of decentralized options protocols. ⎊ Definition ## [Ethereum Virtual Machine Computation](https://term.greeks.live/term/ethereum-virtual-machine-computation/) Meaning ⎊ EVM computation cost dictates the design and feasibility of on-chain financial primitives, creating systemic risk and influencing market microstructure. ⎊ Definition ## [Gas Cost Analysis](https://term.greeks.live/definition/gas-cost-analysis/) The systematic evaluation and measurement of gas consumption for operations to optimize cost and performance. ⎊ Definition ## [Verifiable Off-Chain Computation](https://term.greeks.live/term/verifiable-off-chain-computation/) Meaning ⎊ Verifiable Off-Chain Computation allows decentralized options protocols to execute complex financial calculations off-chain while maintaining on-chain security through cryptographic verification. ⎊ Definition ## [Gas Cost Management](https://term.greeks.live/term/gas-cost-management/) Meaning ⎊ Gas Cost Management optimizes transaction fees for on-chain derivatives, ensuring economic viability and capital efficiency by mitigating network volatility. ⎊ Definition ## [Gas Cost Predictability](https://term.greeks.live/term/gas-cost-predictability/) Meaning ⎊ Gas cost predictability is the foundational requirement for efficient options pricing and risk management in decentralized finance, directly impacting execution certainty and market liquidity. ⎊ Definition ## [Multi-Party Computation](https://term.greeks.live/definition/multi-party-computation/) A method for parties to jointly perform operations without revealing their individual secret inputs. ⎊ Definition ## [Secure Multi-Party Computation](https://term.greeks.live/definition/secure-multi-party-computation/) Cryptographic method allowing multiple parties to compute results from private data without revealing that data to each other. ⎊ Definition ## [Price Manipulation Cost](https://term.greeks.live/term/price-manipulation-cost/) Meaning ⎊ Price Manipulation Cost quantifies the financial expenditure required to exploit derivative contracts by artificially influencing the underlying asset's price, often targeting oracle mechanisms. ⎊ Definition ## [Execution Cost](https://term.greeks.live/definition/execution-cost/) The sum of explicit fees and implicit price movements incurred to complete a financial transaction. ⎊ Definition ## [Computational Cost](https://term.greeks.live/definition/computational-cost/) The resource and gas consumption required to execute operations or code on a blockchain network. ⎊ 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": "Computation Cost Abstraction", "item": "https://term.greeks.live/area/computation-cost-abstraction/" }, { "@type": "ListItem", "position": 4, "name": "Resource 1", "item": "https://term.greeks.live/area/computation-cost-abstraction/resource/1/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Computation of Computation Cost Abstraction?", "acceptedAnswer": { "@type": "Answer", "text": "Computation Cost Abstraction, within cryptocurrency, options trading, and financial derivatives, represents the process of modeling and mitigating the expenses associated with executing complex calculations required for pricing, risk management, and trade execution. 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The composition highlights the precision and clean lines of the design, with a strong focus on the central assembly." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/proof-generation-cost/", "url": "https://term.greeks.live/term/proof-generation-cost/", "headline": "Proof Generation Cost", "description": "Meaning ⎊ Proof Generation Cost represents the computational expense of generating validity proofs, directly impacting transaction fees and financial viability for on-chain derivatives. ⎊ Definition", "datePublished": "2025-12-15T09:54:05+00:00", "dateModified": "2026-01-04T14:57:13+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-automated-market-maker-protocol-architecture-elastic-price-discovery-dynamics-and-yield-generation.jpg", "width": 3850, "height": 2166, "caption": "A cutaway view highlights the internal components of a mechanism, featuring a bright green helical spring and a precision-engineered blue piston assembly. The mechanism is housed within a dark casing, with cream-colored layers providing structural support for the dynamic elements." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/trustless-computation/", "url": "https://term.greeks.live/term/trustless-computation/", "headline": "Trustless Computation", "description": "Meaning ⎊ Trustless computation enables verifiable execution of complex financial logic for derivatives, eliminating counterparty risk and centralized clearinghouse reliance. ⎊ Definition", "datePublished": "2025-12-15T09:56:34+00:00", "dateModified": "2026-01-04T14:56:43+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/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/term/smart-contract-execution-cost/", "url": "https://term.greeks.live/term/smart-contract-execution-cost/", "headline": "Smart Contract Execution Cost", "description": "Meaning ⎊ Smart Contract Execution Cost is the variable computational friction on a blockchain that dictates the economic viability of decentralized options strategies and market microstructure efficiency. ⎊ Definition", "datePublished": "2025-12-15T10:03:33+00:00", "dateModified": "2026-01-04T15:01:51+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/algorithmic-execution-protocol-design-for-collateralized-debt-positions-in-decentralized-options-trading-risk-management-framework.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution, close-up view presents a futuristic mechanical component featuring dark blue and light beige armored plating with silver accents. At the base, a bright green glowing ring surrounds a central core, suggesting active functionality or power flow." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/on-chain-computation-costs/", "url": "https://term.greeks.live/term/on-chain-computation-costs/", "headline": "On-Chain Computation Costs", "description": "Meaning ⎊ On-chain computation costs are the primary constraint determining the economic viability and design architecture of decentralized options protocols. ⎊ Definition", "datePublished": "2025-12-16T08:50:13+00:00", "dateModified": "2026-01-04T15:33:58+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/multi-layered-risk-stratification-model-illustrating-cross-chain-liquidity-options-chain-complexity-in-defi-ecosystem-analysis.jpg", "width": 3850, "height": 2166, "caption": "The image displays a visually complex abstract structure composed of numerous overlapping and layered shapes. The color palette primarily features deep blues, with a notable contrasting element in vibrant green, suggesting dynamic interaction and complexity." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/ethereum-virtual-machine-computation/", "url": "https://term.greeks.live/term/ethereum-virtual-machine-computation/", "headline": "Ethereum Virtual Machine Computation", "description": "Meaning ⎊ EVM computation cost dictates the design and feasibility of on-chain financial primitives, creating systemic risk and influencing market microstructure. ⎊ Definition", "datePublished": "2025-12-16T09:53:43+00:00", "dateModified": "2025-12-16T09:53:43+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/smart-contract-execution-interface-representing-scalability-protocol-layering-and-decentralized-derivatives-liquidity-flow.jpg", "width": 3850, "height": 2166, "caption": "The image displays a detailed close-up of a futuristic device interface featuring a bright green cable connecting to a mechanism. A rectangular beige button is set into a teal surface, surrounded by layered, dark blue contoured panels." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/gas-cost-analysis/", "url": "https://term.greeks.live/definition/gas-cost-analysis/", "headline": "Gas Cost Analysis", "description": "The systematic evaluation and measurement of gas consumption for operations to optimize cost and performance. ⎊ Definition", "datePublished": "2025-12-16T10:35:58+00:00", "dateModified": "2026-04-04T09:03:39+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-volatility-skew-analysis-and-portfolio-rebalancing-for-decentralized-finance-synthetic-derivatives-trading-strategies.jpg", "width": 3850, "height": 2166, "caption": "A high-tech, abstract object resembling a mechanical sensor or drone component is displayed against a dark background. The object combines sharp geometric facets in teal, beige, and bright blue at its rear with a smooth, dark housing that frames a large, circular lens with a glowing green ring at its center." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/verifiable-off-chain-computation/", "url": "https://term.greeks.live/term/verifiable-off-chain-computation/", "headline": "Verifiable Off-Chain Computation", "description": "Meaning ⎊ Verifiable Off-Chain Computation allows decentralized options protocols to execute complex financial calculations off-chain while maintaining on-chain security through cryptographic verification. ⎊ Definition", "datePublished": "2025-12-17T08:58:14+00:00", "dateModified": "2025-12-17T08:58:14+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-options-protocol-collateralization-architecture-for-risk-adjusted-returns-and-liquidity-provision.jpg", "width": 3850, "height": 2166, "caption": "A 3D rendered image features a complex, stylized object composed of dark blue, off-white, light blue, and bright green components. The main structure is a dark blue hexagonal frame, which interlocks with a central off-white element and bright green modules on either side." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/gas-cost-management/", "url": "https://term.greeks.live/term/gas-cost-management/", "headline": "Gas Cost Management", "description": "Meaning ⎊ Gas Cost Management optimizes transaction fees for on-chain derivatives, ensuring economic viability and capital efficiency by mitigating network volatility. ⎊ Definition", "datePublished": "2025-12-17T10:12:05+00:00", "dateModified": "2025-12-17T10:12:05+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/dynamic-layered-mechanism-visualizing-decentralized-finance-derivative-protocol-risk-management-and-collateralization.jpg", "width": 3850, "height": 2166, "caption": "A complex, layered mechanism featuring dynamic bands of neon green, bright blue, and beige against a dark metallic structure. The bands flow and interact, suggesting intricate moving parts within a larger system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/gas-cost-predictability/", "url": "https://term.greeks.live/term/gas-cost-predictability/", "headline": "Gas Cost Predictability", "description": "Meaning ⎊ Gas cost predictability is the foundational requirement for efficient options pricing and risk management in decentralized finance, directly impacting execution certainty and market liquidity. ⎊ Definition", "datePublished": "2025-12-17T10:14:19+00:00", "dateModified": "2025-12-17T10:14:19+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/aerodynamic-decentralized-exchange-protocol-design-for-high-frequency-futures-trading-and-synthetic-derivative-management.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution image showcases a stylized, futuristic object rendered in vibrant blue, white, and neon green. The design features sharp, layered panels that suggest an aerodynamic or high-tech component." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/multi-party-computation/", "url": "https://term.greeks.live/definition/multi-party-computation/", "headline": "Multi-Party Computation", "description": "A method for parties to jointly perform operations without revealing their individual secret inputs. ⎊ Definition", "datePublished": "2025-12-17T10:30:07+00:00", "dateModified": "2026-04-06T21:28:09+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-financial-engineering-for-synthetic-asset-structuring-and-multi-layered-derivatives-portfolio-management.jpg", "width": 3850, "height": 2166, "caption": "The image displays an abstract visualization of layered, twisting shapes in various colors, including deep blue, light blue, green, and beige, against a dark background. The forms intertwine, creating a sense of dynamic motion and complex structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/secure-multi-party-computation/", "url": "https://term.greeks.live/definition/secure-multi-party-computation/", "headline": "Secure Multi-Party Computation", "description": "Cryptographic method allowing multiple parties to compute results from private data without revealing that data to each other. ⎊ Definition", "datePublished": "2025-12-17T10:36:56+00:00", "dateModified": "2026-04-05T01:01:15+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-volatility-arbitrage-framework-representing-multi-asset-collateralization-and-decentralized-liquidity-provision.jpg", "width": 3850, "height": 2166, "caption": "The close-up shot captures a sophisticated technological design featuring smooth, layered contours in dark blue, light gray, and beige. A bright blue light emanates from a deeply recessed cavity, suggesting a powerful core mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/price-manipulation-cost/", "url": "https://term.greeks.live/term/price-manipulation-cost/", "headline": "Price Manipulation Cost", "description": "Meaning ⎊ Price Manipulation Cost quantifies the financial expenditure required to exploit derivative contracts by artificially influencing the underlying asset's price, often targeting oracle mechanisms. ⎊ Definition", "datePublished": "2025-12-19T08:19:10+00:00", "dateModified": "2025-12-19T08:19:10+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/decentralized-exchange-automated-market-maker-mechanism-price-discovery-and-volatility-hedging-collateralization.jpg", "width": 3850, "height": 2166, "caption": "The image shows a close-up, macro view of an abstract, futuristic mechanism with smooth, curved surfaces. The components include a central blue piece and rotating green elements, all enclosed within a dark navy-blue frame, suggesting fluid movement." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/execution-cost/", "url": "https://term.greeks.live/definition/execution-cost/", "headline": "Execution Cost", "description": "The sum of explicit fees and implicit price movements incurred to complete a financial transaction. ⎊ Definition", "datePublished": "2025-12-19T08:26:43+00:00", "dateModified": "2026-03-25T09:39:10+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/algorithmic-execution-engine-for-decentralized-perpetual-swaps-with-automated-liquidity-and-collateral-management.jpg", "width": 3850, "height": 2166, "caption": "A high-tech, abstract mechanism features sleek, dark blue fluid curves encasing a beige-colored inner component. A central green wheel-like structure, emitting a bright neon green glow, suggests active motion and a core function within the intricate design." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/computational-cost/", "url": "https://term.greeks.live/definition/computational-cost/", "headline": "Computational Cost", "description": "The resource and gas consumption required to execute operations or code on a blockchain network. ⎊ Definition", "datePublished": "2025-12-19T08:29:44+00:00", "dateModified": "2026-04-05T17:47:15+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-collateralized-debt-obligations-and-decentralized-finance-synthetic-assets-in-structured-products.jpg", "width": 3850, "height": 2166, "caption": "A stylized, multi-component dumbbell design is presented against a dark blue background. The object features a bright green textured handle, a dark blue outer weight, a light blue inner weight, and a cream-colored end piece." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-options-protocol-collateralization-architecture-for-risk-adjusted-returns-and-liquidity-provision.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/computation-cost-abstraction/resource/1/