# Volatility-Based Batching ⎊ Area ⎊ Greeks.live --- ## What is the Algorithm of Volatility-Based Batching? Volatility-based batching represents a dynamic order execution strategy employed primarily in cryptocurrency and derivatives markets, optimizing trade aggregation based on real-time volatility assessments. This approach seeks to minimize market impact and transaction costs by grouping orders during periods of lower volatility, effectively reducing slippage. The core principle involves continuously monitoring volatility metrics, such as implied volatility from options or realized volatility from historical price data, to determine optimal batching intervals. Implementation often utilizes algorithmic triggers that automatically consolidate orders when volatility falls below a predefined threshold, enhancing execution efficiency for larger orders. ## What is the Application of Volatility-Based Batching? The practical application of this technique extends beyond simple order execution, influencing liquidity provision and market making strategies within decentralized exchanges and centralized platforms. Specifically, it addresses challenges associated with fragmented liquidity and price discovery in nascent crypto markets, where large orders can disproportionately affect prices. Automated market makers (AMMs) increasingly integrate volatility-based batching to improve capital efficiency and reduce impermanent loss, particularly during periods of heightened market uncertainty. Furthermore, sophisticated trading firms leverage it to manage risk exposure and optimize portfolio rebalancing activities. ## What is the Adjustment of Volatility-Based Batching? Continuous adjustment of batching parameters is critical for maintaining optimal performance, responding to evolving market conditions and changing volatility regimes. This necessitates a robust feedback loop incorporating real-time data analysis and model recalibration, often utilizing machine learning techniques to predict future volatility patterns. Adaptive algorithms dynamically modify batch sizes and frequency based on observed market behavior, ensuring responsiveness to sudden shifts in volatility. The effectiveness of this adjustment mechanism directly impacts the strategy’s ability to mitigate adverse price movements and capitalize on favorable trading opportunities. --- ## [Discrete Execution Models](https://term.greeks.live/term/discrete-execution-models/) Meaning ⎊ Discrete Execution Models optimize decentralized markets by replacing continuous updates with deterministic, batched settlement for superior stability. ⎊ Term ## [Volatility-Based Trading Signals](https://term.greeks.live/term/volatility-based-trading-signals/) Meaning ⎊ Volatility-Based Trading Signals quantify market expectations and structural risks to enable precise, data-driven strategies in decentralized markets. ⎊ Term ## [Volatility Based Signals](https://term.greeks.live/term/volatility-based-signals/) Meaning ⎊ Volatility Based Signals quantify market stress and tail-risk expectations to enable precise risk management within decentralized derivative markets. ⎊ Term ## [Volatility Based Rebalancing](https://term.greeks.live/term/volatility-based-rebalancing/) Meaning ⎊ Volatility Based Rebalancing dynamically adjusts asset exposure relative to market variance to maintain a stable and controlled portfolio risk profile. ⎊ Term ## [Volatility Based Margin Calls](https://term.greeks.live/term/volatility-based-margin-calls/) Meaning ⎊ Volatility based margin calls automatically scale collateral requirements to mitigate systemic risk during periods of extreme market turbulence. ⎊ Term ## [Request Batching](https://term.greeks.live/definition/request-batching/) The practice of combining multiple API requests into a single transmission to improve efficiency and reduce overhead. ⎊ Term ## [Transaction Batching Dynamics](https://term.greeks.live/definition/transaction-batching-dynamics/) The process of grouping transactions to enhance efficiency and reduce costs, balancing batch delay against throughput. ⎊ Term ## [Smart Contract Batching](https://term.greeks.live/definition/smart-contract-batching/) Consolidating multiple operations into a single transaction to reduce computational costs and improve efficiency. ⎊ Term ## [Volatility Based Order Throttling](https://term.greeks.live/definition/volatility-based-order-throttling/) Risk management that slows or pauses order execution when market volatility exceeds predefined safety thresholds. ⎊ Term ## [Volatility Based Adjustments](https://term.greeks.live/term/volatility-based-adjustments/) Meaning ⎊ Volatility Based Adjustments serve as automated solvency safeguards that force collateral recalibration in direct response to escalating market risk. ⎊ Term ## [Transaction Batching Strategies](https://term.greeks.live/definition/transaction-batching-strategies/) Grouping multiple actions into a single transaction to reduce individual costs and improve network efficiency. ⎊ Term ## [Volatility-Based Margin](https://term.greeks.live/term/volatility-based-margin/) Meaning ⎊ Volatility-Based Margin optimizes capital efficiency by dynamically adjusting collateral requirements in response to real-time asset price instability. ⎊ Term ## [Transaction Batching Mechanisms](https://term.greeks.live/definition/transaction-batching-mechanisms/) Bundling multiple blockchain operations into one transaction to reduce fixed costs and improve overall system efficiency. ⎊ Term ## [Volatility-Based Halts](https://term.greeks.live/definition/volatility-based-halts/) Circuit breakers triggered by extreme price swings to prevent market panic and preserve liquidity pool stability. ⎊ Term ## [Order Book Batching](https://term.greeks.live/definition/order-book-batching/) Processing orders in periodic groups to reduce predatory latency advantages and ensure fairer market execution. ⎊ Term ## [Volatility Based Alerts](https://term.greeks.live/term/volatility-based-alerts/) Meaning ⎊ Volatility Based Alerts provide automated, real-time risk intelligence by tracking derivative variance to ensure solvency in decentralized markets. ⎊ Term ## [Volatility-Based Halting](https://term.greeks.live/definition/volatility-based-halting/) Automated mechanisms that pause trading when price movements exceed set limits to prevent disorderly market conditions. ⎊ Term ## [Transaction Batching Techniques](https://term.greeks.live/term/transaction-batching-techniques/) Meaning ⎊ Transaction batching optimizes blockchain throughput by consolidating multiple operations into single atomic units to minimize computational overhead. ⎊ Term ## [Flash Transaction Batching](https://term.greeks.live/term/flash-transaction-batching/) Meaning ⎊ Flash Transaction Batching optimizes decentralized finance by aggregating complex multi-step operations into singular, atomic state transitions. ⎊ Term ## [Adaptive Volatility-Based Fee Calibration](https://term.greeks.live/term/adaptive-volatility-based-fee-calibration/) Meaning ⎊ Adaptive Volatility-Based Fee Calibration optimizes protocol stability by dynamically adjusting transaction costs to reflect real-time market risk. ⎊ Term ## [Volatility Based Stops](https://term.greeks.live/term/volatility-based-stops/) Meaning ⎊ Volatility Based Stops automate risk management by adjusting exit thresholds to reflect real-time market noise and statistical variance. ⎊ Term ## [Transaction Batching Aggregation](https://term.greeks.live/term/transaction-batching-aggregation/) Meaning ⎊ Transaction Batching Aggregation optimizes decentralized finance by consolidating multiple operations into single, efficient, and verifiable state changes. ⎊ Term ## [Volatility Based Strategies](https://term.greeks.live/term/volatility-based-strategies/) Meaning ⎊ Volatility Based Strategies enable market participants to systematically capture risk premiums by trading the variance of asset price movements. ⎊ Term ## [Volatility-Based Scalping](https://term.greeks.live/definition/volatility-based-scalping/) Trading strategy capturing small profits from rapid price noise and volatility shifts without relying on directional trends. ⎊ Term ## [Volatility-Based Trading](https://term.greeks.live/term/volatility-based-trading/) Meaning ⎊ Volatility-Based Trading functions as a mechanism to capture market variance, providing essential tools for risk management and yield optimization. ⎊ Term ## [Massive Batching Proofs](https://term.greeks.live/term/massive-batching-proofs/) Meaning ⎊ Massive Batching Proofs aggregate thousands of transaction assertions into single cryptographic commitments to achieve logarithmic scaling and near-zero settlement costs. ⎊ Term ## [Zero Knowledge Batching](https://term.greeks.live/term/zero-knowledge-batching/) Meaning ⎊ Zero Knowledge Batching aggregates multiple transaction proofs into a single validity attestation to maximize throughput and minimize settlement costs. ⎊ Term ## [Trust-Based Systems](https://term.greeks.live/term/trust-based-systems/) Meaning ⎊ Centralized Counterparty Clearing (CCP) provides risk mutualization and capital efficiency for crypto options through opaque, high-speed margin and liquidation engines. ⎊ Term ## [Greeks Based Portfolio Margin](https://term.greeks.live/term/greeks-based-portfolio-margin/) Meaning ⎊ Greeks Based Portfolio Margin enhances capital efficiency by netting offsetting risk sensitivities across complex derivative instruments. ⎊ Term ## [Margin Based Systems](https://term.greeks.live/term/margin-based-systems/) Meaning ⎊ Cross-Margin Portfolio Systems unify collateral across all positions to optimize capital efficiency by netting hedging risk, but they aggregate systemic risk into a single liquidation vector. ⎊ 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": "Volatility-Based Batching", "item": "https://term.greeks.live/area/volatility-based-batching/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Algorithm of Volatility-Based Batching?", "acceptedAnswer": { "@type": "Answer", "text": "Volatility-based batching represents a dynamic order execution strategy employed primarily in cryptocurrency and derivatives markets, optimizing trade aggregation based on real-time volatility assessments. 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The components are arranged concentrically, highlighting the intricate layering of the mechanical-like parts." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/volatility-based-halting/", "url": "https://term.greeks.live/definition/volatility-based-halting/", "headline": "Volatility-Based Halting", "description": "Automated mechanisms that pause trading when price movements exceed set limits to prevent disorderly market conditions. ⎊ Term", "datePublished": "2026-03-18T06:43:30+00:00", "dateModified": "2026-03-18T06:44:28+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/precision-digital-asset-contract-architecture-modeling-volatility-and-strike-price-mechanics.jpg", "width": 3850, "height": 2166, "caption": "The image displays two stylized, cylindrical objects with intricate mechanical paneling and vibrant green glowing accents against a deep blue background. The objects are positioned at an angle, highlighting their futuristic design and contrasting colors." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/transaction-batching-techniques/", "url": "https://term.greeks.live/term/transaction-batching-techniques/", "headline": "Transaction Batching Techniques", "description": "Meaning ⎊ Transaction batching optimizes blockchain throughput by consolidating multiple operations into single atomic units to minimize computational overhead. ⎊ Term", "datePublished": "2026-03-17T22:42:50+00:00", "dateModified": "2026-03-17T22:44:14+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/algorithmic-tokenomics-and-interoperable-defi-protocols-representing-multidimensional-financial-derivatives-and-hedging-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution abstract image captures a smooth, intertwining structure composed of thick, flowing forms. A pale, central sphere is encased by these tubular shapes, which feature vibrant blue and teal highlights on a dark base." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/flash-transaction-batching/", "url": "https://term.greeks.live/term/flash-transaction-batching/", "headline": "Flash Transaction Batching", "description": "Meaning ⎊ Flash Transaction Batching optimizes decentralized finance by aggregating complex multi-step operations into singular, atomic state transitions. ⎊ Term", "datePublished": "2026-03-14T23:05:12+00:00", "dateModified": "2026-03-14T23:07:39+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/multi-layered-market-dynamics-and-implied-volatility-across-decentralized-finance-options-chain-architecture.jpg", "width": 3850, "height": 2166, "caption": "A composition of smooth, curving ribbons in various shades of dark blue, black, and light beige, with a prominent central teal-green band. The layers overlap and flow across the frame, creating a sense of dynamic motion against a dark blue background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/adaptive-volatility-based-fee-calibration/", "url": "https://term.greeks.live/term/adaptive-volatility-based-fee-calibration/", "headline": "Adaptive Volatility-Based Fee Calibration", "description": "Meaning ⎊ Adaptive Volatility-Based Fee Calibration optimizes protocol stability by dynamically adjusting transaction costs to reflect real-time market risk. ⎊ Term", "datePublished": "2026-03-14T13:32:51+00:00", "dateModified": "2026-03-14T13:34:02+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-structured-products-in-decentralized-finance-protocol-layers-and-volatility-interconnectedness.jpg", "width": 3850, "height": 2166, "caption": "A composition of smooth, curving abstract shapes in shades of deep blue, bright green, and off-white. The shapes intersect and fold over one another, creating layers of form and color against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/volatility-based-stops/", "url": "https://term.greeks.live/term/volatility-based-stops/", "headline": "Volatility Based Stops", "description": "Meaning ⎊ Volatility Based Stops automate risk management by adjusting exit thresholds to reflect real-time market noise and statistical variance. ⎊ Term", "datePublished": "2026-03-14T03:17:10+00:00", "dateModified": "2026-05-29T00:22:35+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-risk-compression-mechanism-for-decentralized-options-contracts-and-volatility-hedging.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a sophisticated mechanical component, featuring a central gear mechanism surrounded by two prominent helical-shaped elements, all housed within a sleek dark blue frame with teal accents. The clean, minimalist design highlights the intricate details of the internal workings against a solid dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/transaction-batching-aggregation/", "url": "https://term.greeks.live/term/transaction-batching-aggregation/", "headline": "Transaction Batching Aggregation", "description": "Meaning ⎊ Transaction Batching Aggregation optimizes decentralized finance by consolidating multiple operations into single, efficient, and verifiable state changes. ⎊ Term", "datePublished": "2026-03-13T11:58:41+00:00", "dateModified": "2026-03-13T11:59:54+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/decentralized-finance-protocol-node-visualizing-smart-contract-execution-and-layer-2-data-aggregation.jpg", "width": 3850, "height": 2166, "caption": "A detailed abstract 3D render shows a complex mechanical object composed of concentric rings in blue and off-white tones. A central green glowing light illuminates the core, suggesting a focus point or power source." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/volatility-based-strategies/", "url": "https://term.greeks.live/term/volatility-based-strategies/", "headline": "Volatility Based Strategies", "description": "Meaning ⎊ Volatility Based Strategies enable market participants to systematically capture risk premiums by trading the variance of asset price movements. ⎊ Term", "datePublished": "2026-03-12T16:40:22+00:00", "dateModified": "2026-03-12T16:41:29+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/analyzing-advanced-dynamic-hedging-strategies-in-cryptocurrency-derivatives-structured-products-design.jpg", "width": 3850, "height": 2166, "caption": "A stylized, multi-component tool features a dark blue frame, off-white lever, and teal-green interlocking jaws. This intricate mechanism metaphorically represents advanced structured financial products within the cryptocurrency derivatives landscape." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/volatility-based-scalping/", "url": "https://term.greeks.live/definition/volatility-based-scalping/", "headline": "Volatility-Based Scalping", "description": "Trading strategy capturing small profits from rapid price noise and volatility shifts without relying on directional trends. ⎊ Term", "datePublished": "2026-03-12T02:08:47+00:00", "dateModified": "2026-03-12T02:09:29+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/decentralized-finance-layered-architecture-visualizing-automated-market-maker-tranches-and-synthetic-asset-collateralization.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a stylized, multi-layered device featuring stacked elements in varying shades of blue, cream, and green within a dark blue casing. A bright green wheel component is visible at the lower section of the device." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/volatility-based-trading/", "url": "https://term.greeks.live/term/volatility-based-trading/", "headline": "Volatility-Based Trading", "description": "Meaning ⎊ Volatility-Based Trading functions as a mechanism to capture market variance, providing essential tools for risk management and yield optimization. ⎊ Term", "datePublished": "2026-03-11T22:48:34+00:00", "dateModified": "2026-03-11T22:48:57+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/visualizing-structured-products-in-decentralized-finance-protocol-layers-and-volatility-interconnectedness.jpg", "width": 3850, "height": 2166, "caption": "A composition of smooth, curving abstract shapes in shades of deep blue, bright green, and off-white. The shapes intersect and fold over one another, creating layers of form and color against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/massive-batching-proofs/", "url": "https://term.greeks.live/term/massive-batching-proofs/", "headline": "Massive Batching Proofs", "description": "Meaning ⎊ Massive Batching Proofs aggregate thousands of transaction assertions into single cryptographic commitments to achieve logarithmic scaling and near-zero settlement costs. ⎊ Term", "datePublished": "2026-03-07T18:07:07+00:00", "dateModified": "2026-03-07T18:09:46+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-autonomous-organization-governance-and-liquidity-pool-interconnectivity-visualizing-cross-chain-derivative-structures.jpg", "width": 3850, "height": 2166, "caption": "A digitally rendered image shows a central glowing green core surrounded by eight dark blue, curved mechanical arms or segments. The composition is symmetrical, resembling a high-tech flower or data nexus with bright green accent rings on each segment." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/zero-knowledge-batching/", "url": "https://term.greeks.live/term/zero-knowledge-batching/", "headline": "Zero Knowledge Batching", "description": "Meaning ⎊ Zero Knowledge Batching aggregates multiple transaction proofs into a single validity attestation to maximize throughput and minimize settlement costs. ⎊ Term", "datePublished": "2026-03-04T10:50:45+00:00", "dateModified": "2026-03-04T10:55:32+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-architecture-layered-collateralization-yield-generation-and-smart-contract-execution.jpg", "width": 3850, "height": 2166, "caption": "An abstract composition features flowing, layered forms in dark blue, green, and cream colors, with a bright green glow emanating from a central recess. The image visually represents the complex structure of a decentralized derivatives protocol, where layered financial instruments, such as options contracts and perpetual futures, interact within a smart contract-driven environment." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/trust-based-systems/", "url": "https://term.greeks.live/term/trust-based-systems/", "headline": "Trust-Based Systems", "description": "Meaning ⎊ Centralized Counterparty Clearing (CCP) provides risk mutualization and capital efficiency for crypto options through opaque, high-speed margin and liquidation engines. ⎊ Term", "datePublished": "2026-02-04T11:26:57+00:00", "dateModified": "2026-02-04T11:27:42+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/term/greeks-based-portfolio-margin/", "url": "https://term.greeks.live/term/greeks-based-portfolio-margin/", "headline": "Greeks Based Portfolio Margin", "description": "Meaning ⎊ Greeks Based Portfolio Margin enhances capital efficiency by netting offsetting risk sensitivities across complex derivative instruments. ⎊ Term", "datePublished": "2026-02-03T06:59:02+00:00", "dateModified": "2026-02-03T07:00:27+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-black-scholes-model-derivative-pricing-mechanics-for-high-frequency-quantitative-trading-transparency.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a dark, curved object with a precision cutaway revealing its internal mechanics. The cutaway section is illuminated by a vibrant green light, highlighting complex metallic gears and shafts within a sleek, futuristic design." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/margin-based-systems/", "url": "https://term.greeks.live/term/margin-based-systems/", "headline": "Margin Based Systems", "description": "Meaning ⎊ Cross-Margin Portfolio Systems unify collateral across all positions to optimize capital efficiency by netting hedging risk, but they aggregate systemic risk into a single liquidation vector. ⎊ Term", "datePublished": "2026-02-02T13:45:35+00:00", "dateModified": "2026-02-02T13:48:04+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-layer-two-scaling-solution-bridging-protocol-interoperability-architecture-for-automated-market-maker-collateralization.jpg", "width": 3850, "height": 2166, "caption": "A digital cutaway renders a futuristic mechanical connection point where an internal rod with glowing green and blue components interfaces with a dark outer housing. The detailed view highlights the complex internal structure and data flow, suggesting advanced technology or a secure system interface." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/complex-algorithmic-structure-representing-financial-engineering-and-derivatives-risk-management-in-decentralized-finance-protocols.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/volatility-based-batching/