Tag: Scalability
Holonomic adiabatic gates for scalable quantum computation
What the study found The study presents a framework for scalable quantum computation in atom experiments using a universal set of fully holonomic adiabatic gates. The authors also state that these gates have geometric properties and are designed to be robust against classical control errors and other noise sources. Why the authors say this matters…
Replay-as-a-Service reduces tail latency in storage-disaggregated databases
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in DatabaseStudy presents Replay-as-a-Service technique to reduce tail latency in storage-disaggregated OLTP databases by decoupling log replay from storage engine, achieving 40% latency reduction.
Three-layer strategy produces fused hydantoins and diketopiperazines
A scalable three-layer synthesis strategy rapidly produces thiazolo-hydantoins and diketopiperazines in under 3 hours without chromatography, enabling one-pot processing and late-stage modification.
GeoGraphNetworks provides validated spatial network data
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GeoGraphNetworks: 110 validated spatial networks spanning US and UK transportation and hydrological systems in analysis-ready JSON and XLSX formats with complete topological and geographic data.
AGENT improved makespan in heterogeneous cloud task allocation
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AGENT framework improves task allocation in cloud systems using elitism-guided genetic algorithm with adaptive parameters, achieving 3-29% makespan improvements for heterogeneous VM scheduling.
Delta Lake performance depends on careful optimization
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Evaluation of Delta Lake architecture, transaction models, and optimization techniques for analytic workload performance and data reliability at scale.
Topic modelling revealed known and potential canine disease phenotypes
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in Data scienceMachine learning analysis of one million canine electronic health records identifies disease phenotypes, breed predispositions, and emerging health patterns using unsupervised topic modeling.
Liger+ dynamically balances latency and throughput in large model inference
Distributed inference system using interleaved parallelism to dynamically balance latency-throughput trade-offs via task-aware batch management and strategic kernel scheduling across multiple GPUs.
Nexa reports improved support efficiency and scalability
AI-powered multi-tenant SaaS platform integrating chatbots and voice assistants for scalable automated customer support with real-time dashboards and dynamic knowledge bases.
