https://cluster-site.onrender.com/tags/efficient/ Recent content in Efficient on Tenu Tech Brief Hugo -- 0.146.0 en-us Thu, 26 Feb 2026 06:03:06 +0000 https://cluster-site.onrender.com/posts/dhp-efficient-scaling-of-mllm-training-with-dynamic-hybrid-parallelism/ Thu, 26 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/dhp-efficient-scaling-of-mllm-training-with-dynamic-hybrid-parallelism/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 25 Feb 2026] Title:DHP: Efficient Scaling of MLLM Training with Dynamic Hybrid Parallelism View PDF https://cluster-site.onrender.com/posts/energy-efficient-federated-learning-with-hyperdimensional-computing-over-wireless-communication-networks/ Thu, 26 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/energy-efficient-federated-learning-with-hyperdimensional-computing-over-wireless-communication-networks/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 25 Feb 2026] Title:Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless https://cluster-site.onrender.com/posts/epsvec-efficient-and-private-synthetic-data-generation-via-dataset-vectors/ Thu, 26 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/epsvec-efficient-and-private-synthetic-data-generation-via-dataset-vectors/ • Computer Science > Computation and Language [Submitted on 31 Jan 2026] Title:EPSVec: Efficient and Private Synthetic Data Generation via Dataset Vectors View PDF HTML (experiment https://cluster-site.onrender.com/posts/llmtailor-a-layer-wise-tailoring-tool-for-efficient-checkpointing-of-large-language-models/ Thu, 26 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/llmtailor-a-layer-wise-tailoring-tool-for-efficient-checkpointing-of-large-language-models/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 25 Feb 2026] Title:LLMTailor: A Layer-wise Tailoring Tool for Efficient Checkpointing of Large Langu https://cluster-site.onrender.com/posts/nexus-efficient-and-scalable-multi-cell-mmwave-baseband-processing-with-heterogeneous-compute/ Thu, 26 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/nexus-efficient-and-scalable-multi-cell-mmwave-baseband-processing-with-heterogeneous-compute/ • Computer Science > Networking and Internet Architecture [Submitted on 4 Sep 2025 (v1), last revised 25 Feb 2026 (this version, v2)] Title:Nexus: Efficient and Scalable Multi-Cell https://cluster-site.onrender.com/posts/making-softmax-more-efficient-with-nvidia-blackwell-ultra/ Wed, 25 Feb 2026 17:00:00 +0000 https://cluster-site.onrender.com/posts/making-softmax-more-efficient-with-nvidia-blackwell-ultra/ • LLM context lengths are exploding, and architectures are moving toward complex attention schemes like Multi-Head Latent Attention (MLA) and Grouped Query Attention (GQA) • As a r https://cluster-site.onrender.com/posts/quantum-discovery-could-enable-efficient-battery-free-energy-harvesting-devices/ Wed, 25 Feb 2026 12:47:39 +0000 https://cluster-site.onrender.com/posts/quantum-discovery-could-enable-efficient-battery-free-energy-harvesting-devices/ • Quantum discovery could enable efficient battery-free, energy-harvesting devices Quantum material converts ambient alternating signals into usable direct current without magnets https://cluster-site.onrender.com/posts/heterogeneity-aware-client-selection-methodology-for-efficient-federated-learning/ Wed, 25 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/heterogeneity-aware-client-selection-methodology-for-efficient-federated-learning/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 24 Feb 2026] Title:Heterogeneity-Aware Client Selection Methodology For Efficient Federated Learning https://cluster-site.onrender.com/posts/semantic-parallelism-redefining-efficient-moe-inference-via-model-data-co-scheduling/ Wed, 25 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/semantic-parallelism-redefining-efficient-moe-inference-via-model-data-co-scheduling/ • Computer Science > Machine Learning [Submitted on 6 Mar 2025 (v1), last revised 24 Feb 2026 (this version, v4)] Title:Semantic Parallelism: Redefining Efficient MoE Inference via https://cluster-site.onrender.com/posts/curriculum-learning-for-efficient-chain-of-thought-distillation-via-structure-aware-masking-and-grpo/ Mon, 23 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/curriculum-learning-for-efficient-chain-of-thought-distillation-via-structure-aware-masking-and-grpo/ • Computer Science > Machine Learning [Submitted on 5 Feb 2026] Title:Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO View PDF https://cluster-site.onrender.com/posts/diffusing-to-coordinate-efficient-online-multi-agent-diffusion-policies/ Mon, 23 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/diffusing-to-coordinate-efficient-online-multi-agent-diffusion-policies/ • Computer Science > Artificial Intelligence [Submitted on 20 Feb 2026] Title:Diffusing to Coordinate: Efficient Online Multi-Agent Diffusion Policies View PDF HTML (experimental)A https://cluster-site.onrender.com/posts/walrus-an-efficient-decentralized-storage-network/ Mon, 23 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/walrus-an-efficient-decentralized-storage-network/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 8 May 2025 (v1), last revised 20 Feb 2026 (this version, v3)] Title:Walrus: An Efficient Decentraliz https://cluster-site.onrender.com/posts/efficient-witnessing-and-testing-of-magic-in-mixed-quantum-states/ Sat, 21 Feb 2026 00:36:24 +0000 https://cluster-site.onrender.com/posts/efficient-witnessing-and-testing-of-magic-in-mixed-quantum-states/ • Abstract Nonstabilizerness, or ‘magic’, is a crucial resource for quantum computation, but quantifying the magic of mixed states has been a notoriously difficult task. • We intro https://cluster-site.onrender.com/posts/uper-efficient-utility-driven-partially-ordered-episode-rule-mining/ Fri, 20 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/uper-efficient-utility-driven-partially-ordered-episode-rule-mining/ • Computer Science > Databases [Submitted on 7 Feb 2026] Title:UPER: Efficient Utility-driven Partially-ordered Episode Rule Mining View PDF HTML (experimental)Abstract:Episode min https://cluster-site.onrender.com/posts/60-efficient-method-chemical-used-to-create-much-of-worlds-plastics-produced-from-waste-gas/ Thu, 19 Feb 2026 05:24:55 +0000 https://cluster-site.onrender.com/posts/60-efficient-method-chemical-used-to-create-much-of-worlds-plastics-produced-from-waste-gas/ • 60% efficient method: Chemical used to create much of world’s plastics produced from waste gas The method can be used with renewable energy sources to help pave the way for a gre https://cluster-site.onrender.com/posts/language-model-representations-for-efficient-few-shot-tabular-classification/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/language-model-representations-for-efficient-few-shot-tabular-classification/ • Computer Science > Computation and Language [Submitted on 21 Jan 2026] Title:Language Model Representations for Efficient Few-Shot Tabular Classification View PDF HTML (experimen https://cluster-site.onrender.com/posts/refined-bayesian-optimization-for-efficient-beam-alignment-in-intelligent-indoor-wireless-environments/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/refined-bayesian-optimization-for-efficient-beam-alignment-in-intelligent-indoor-wireless-environments/ • Computer Science > Networking and Internet Architecture [Submitted on 12 Nov 2025 (v1), last revised 17 Feb 2026 (this version, v2)] Title:Refined Bayesian Optimization for Effic https://cluster-site.onrender.com/posts/towards-efficient-constraint-handling-in-neural-solvers-for-routing-problems/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/towards-efficient-constraint-handling-in-neural-solvers-for-routing-problems/ • Computer Science > Artificial Intelligence [Submitted on 17 Feb 2026] Title:Towards Efficient Constraint Handling in Neural Solvers for Routing Problems View PDF HTML (experiment https://cluster-site.onrender.com/posts/towards-efficient-constraint-handling-in-neural-solvers-for-routing-problems/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/towards-efficient-constraint-handling-in-neural-solvers-for-routing-problems/ • Computer Science > Artificial Intelligence [Submitted on 17 Feb 2026] Title:Towards Efficient Constraint Handling in Neural Solvers for Routing Problems View PDF HTML (experiment https://cluster-site.onrender.com/posts/laser-writing-in-glass-for-dense-fast-and-efficient-archival-data-storage/ Thu, 19 Feb 2026 01:58:06 +0000 https://cluster-site.onrender.com/posts/laser-writing-in-glass-for-dense-fast-and-efficient-archival-data-storage/ • Abstract Long-term preservation of digital information is vital for safeguarding the knowledge of humanity for future generations. • Existing archival storage solutions, such as https://cluster-site.onrender.com/posts/creating-the-worlds-most-efficient-quadcopter-drone/ Wed, 18 Feb 2026 21:00:58 +0000 https://cluster-site.onrender.com/posts/creating-the-worlds-most-efficient-quadcopter-drone/ • Although not a typical focus of people who fly quadcopter drones for a hobby or living, endurance flying has a certain appeal to it for the challenge it offers. • Thus, as part o https://cluster-site.onrender.com/posts/how-low-bit-inference-enables-efficient-ai/ Thu, 12 Feb 2026 18:00:00 +0000 https://cluster-site.onrender.com/posts/how-low-bit-inference-enables-efficient-ai/ • In just the past few years, large machine learning models have made incredible strides. • Today’s models are not only remarkably capable but also achieve impressive results acros https://cluster-site.onrender.com/posts/how-low-bit-inference-enables-efficient-ai/ Thu, 12 Feb 2026 18:00:00 +0000 https://cluster-site.onrender.com/posts/how-low-bit-inference-enables-efficient-ai/ • In just the past few years, large machine learning models have made incredible strides. • Today’s models are not only remarkably capable but also achieve impressive results acros https://cluster-site.onrender.com/posts/ai-for-smarter-more-powerful-more-efficient-particle-accelerators/ Mon, 02 Feb 2026 16:00:00 +0000 https://cluster-site.onrender.com/posts/ai-for-smarter-more-powerful-more-efficient-particle-accelerators/ • AI for Smarter, More Powerful, More Efficient Particle Accelerators Article AI Particle accelerators are powerful tools that have revolutionized research in physics, chemistry, m https://cluster-site.onrender.com/posts/ai-for-smarter-more-powerful-more-efficient-particle-accelerators/ Mon, 02 Feb 2026 16:00:00 +0000 https://cluster-site.onrender.com/posts/ai-for-smarter-more-powerful-more-efficient-particle-accelerators/ • AI for Smarter, More Powerful, More Efficient Particle Accelerators Article AI Particle accelerators are powerful tools that have revolutionized research in physics, chemistry, m https://cluster-site.onrender.com/posts/efficient-cooling-method-could-enable-chip-based-trapped-ion-quantum-computers/ Thu, 15 Jan 2026 18:00:00 +0000 https://cluster-site.onrender.com/posts/efficient-cooling-method-could-enable-chip-based-trapped-ion-quantum-computers/ • Breadcrumb MIT News Efficient cooling method could enable chip-based trapped-ion quantum computers Efficient cooling method could enable chip-based trapped-ion quantum computers