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Overcoming Training Costs in Index Advising: The Need for IA2
Current RL-based index selection methods like SWIRL support multi-attribute indexes but face high training costs and complex pruni...
Evolution of Index Selection: From Traditional Greedy Approaches to IA2
Traditional index selection methods, from greedy approaches to the Extend algorithm, struggle with index interdependencies and lar...
Reducing TPC-H Workload Runtime by 40% with IA2 Deep Reinforcement Learning
IA2 uses the TD3-TD-SWAR model and DRL to optimize index selection, reducing TPC-H workload runtime by 40% via adaptive action mas...
DynamoDB: When to Move Out
ScyllaDB offers a high-performance NoSQL alternative to DynamoDB, addressing throttling, latency, item size limits, and cloud lock...
Ethereum Price Risks Crash to $2,500 Amid Sustained Wintermute Dumping
Ethereum price dropped below the key support at $3,000 on Tuesday, down by ~40% from the year-to-date high. This crash will likely...
Breaking: U.S. GDP Rises To 4.3% In Q3, BTC Price Climbs
The U.S. economy grew faster than expected in the third quarter of this year, its fastest pace in the last two years. This has pro...
Governing and Scaling AI Agents: Operational Excellence and the Road Ahead
Defines “AgentOps”: metrics, monitoring and feedback loops to run AI agents as long-lived products rather than fragile pilots Sur...
Breaking: Bank of Russia Proposes Allowing Investors to Buy Bitcoin and Crypto i...
Russia is willing to transform its approach to cryptocurrencies. According to the Bank of Russia, investors would be afforded a ch...
Meet the Writer: Anton Pechenin on Argo Workflows, Distributed Systems, and AI I...
A veteran software engineer shares how curiosity about Argo Workflows led to his first HackerNoon article, plus insights on writin...
Why Yala's AI Agent Could Change How Traders Price Uncertainty Forever
Yala 2.0 deploys AI-native fair value agents to transform prediction market pricing through a three-stage roadmap. The system proc...
Can Math Fix Uniswap v3 LP Losses? New Strategy Says Yes, but With a Catch
Using Uniswap v3 data from 2022, this study shows that an optimal, frequently rebalanced liquidity strategy can outperform typical...
Is It Time to Sell Bitcoin for Gold- Analyst Spots 2023 Pattern That Triggered B...
The Stock Market rose modestly as crypto market consolidation sparked a fresh Bitcoin vs Gold debate. Gold continued to soar, pass...
