“Running this at 5K RPS with sub-microsecond overhead now. The concurrency primitives in Go made this way easier than Python would've been.”

“In this blog post, you will learn how to use the OLAF utility to test and validate your SageMaker endpoint.”

“I’m looking to get the Claude Max plan (20x capacity), but I need it to work for a small team of 3 on Claude Code. Does anyone know if: Multiple logins work? Can we just share one account across 3 different locations/IPs without getting flagged or logged out? The VPN workaround? If concurrent logins from different locations are a no-go, what if all 3 users VPN into the same network so we appear to be on the same static IP?”

“The paper highlights the importance of coordinated time-power optimization in balancing sensing accuracy and communication performance in wireless powered ISAC systems.”

“The proposed DRL controllers achieve online inference times of 0.6 ms per decision versus roughly 370-550 ms for AO-WMMSE solvers.”

“ConfigTuner demonstrates up to a 1.36x increase in throughput compared to Megatron-LM.”

“BC-TAS achieves orders-of-magnitude improvement in outage probability and significant gains in energy efficiency compared to conventional MU-MIMO baselines.”

“The paper finds that uncoalesced small-buffer operations significantly reduce throughput, while file system-aware aggregation restores bandwidth and reduces metadata overhead. Their approach achieves up to 3.9x and 7.6x higher write throughput compared to existing LLM checkpointing engines.”

“Nuclei located in neurogenic regions consistently exhibited significantly higher phase values (optical path difference) compared to nuclei elsewhere, suggesting cell-type-specific biophysical signatures.”

“PackKV achieves, on average, 153.2% higher memory reduction rate for the K cache and 179.6% for the V cache, while maintaining accuracy.”

“PointRAFT achieved a mean absolute error of 12.0 g and a root mean squared error of 17.2 g, substantially outperforming a linear regression baseline and a standard PointNet++ regression network.”

“The paper envisions up to 1 Tbps per link, aggregate throughput up to 10 Tbps via spatial multiplexing, sub-50 ns single-hop latency, and sub-10 pJ/bit energy efficiency over 20m.”

“HERO Sign achieves throughput improvements of 1.28-3.13, 1.28-2.92, and 1.24-2.60 under the SPHINCS+ 128f, 192f, and 256f parameter sets on RTX 4090.”

“The evaluation protocol jointly measures average accuracy, average cost, and throughput, and builds a ranking score from the harmonic mean of normalized cost and accuracy to enable comparison across router configurations and cost budgets.”

“The proposed Agentic AI framework demonstrates consistent improvements across key performance indicators, including higher throughput, improved cell-edge performance, and reduced latency across different slices.”

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“SoulX-LiveTalk is the first 14B-scale system to achieve a sub-second start-up latency (0.87s) while reaching a real-time throughput of 32 FPS.”

“PGF delivers O(1) memory complexity relative to sequence length, yielding a 94% reduction in peak VRAM and a 23x increase in throughput compared to standard Autograd.”

“Z.AI is providing 431.1 tokens/sec on OpenRouter !!”

“The article doesn't contain a direct quote, but the core idea is that "vLLM" and "PagedAttention" are optimizing the software architecture to overcome the physical limitations of VRAM.”

“OptiNIC improves time-to-accuracy (TTA) by 2x and increases throughput by 1.6x for training and inference, respectively.”

“I've been trying to decouple memory from compute to prep for the Blackwell/RTX 5090 architecture. Surprisingly, I managed to get it running with 262k context on just ~12GB VRAM and 1.41M tok/s throughput.”

“RollArc effectively improves training throughput and achieves 1.35-2.05x end-to-end training time reduction compared to monolithic and synchronous baselines.”

“The simulation results demonstrate that the proposed Starlink-enabled IOMT system outperforms existing solutions in terms of throughput, latency, and reliability.”

“Nightjar achieves up to 14.8% higher throughput and 20.2% lower latency compared to standard speculative decoding.”

“CONTRA improves user throughput and reduces both THO and CHO switching costs, outperforming 3GPP-compliant and Reinforcement Learning (RL) baselines in dynamic and real-world scenarios.”

“DuaDeep-SeqAffinity significantly outperforms individual architectural components and existing state-of-the-art (SOTA) methods.”

“The EfficientNet-B0 + DenseNet121 (Eff+Den) fusion model achieves the best overall mean performance (accuracy: 82.89%) with balanced class-wise F1-scores.”

“vLLM V1 introduces the KV Connector architecture to solve this problem.”

“The model shows consistent and improved performance, having been trained on a dataset of 2112 inorganic materials with validated phonon spectra, and getting an F1-score of 0.83 for both stable and unstable classes.”

“QFWP achieves lower RMSE and higher directional accuracy at all batch sizes, while QLSTM reaches the highest throughput at batch size 64, revealing a clear speed accuracy Pareto frontier.”

“The approach reduces each embedding solve to a deterministic ground-state eigenvalue problem in the reduced space, and reduces the cost of the EH solution by orders of magnitude.”

“CardioMM achieves state-of-the-art performance and exhibits strong zero-shot generalization, even at 24x acceleration, preserving key cardiac phenotypes and diagnostic image quality.”

“Pruning $8$--$16$ attention sublayers yields up to $1.30\times$ higher inference throughput while keeping average zero-shot accuracy within $2\%$ of the unpruned baseline.”

“The context mentions the paper is from ArXiv, indicating a pre-print research publication.”

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“NVIDIA, OpenAI, Google releases plus massive funding news.”

“The article's focus on short-blocklength LDPC decoders suggests an application in scenarios where low latency is critical, such as high-speed communication or real-time data processing.”

“Guided progressive reconstructive imaging: a new quantization-based framework for low-dose, high-throughput and real-time analytical ptychography”

“The paper focuses on sharding transactions in multiple concurrent proposer blockchains.”

“The paper focuses on optimizing Time-to-First-Token and throughput.”

“The paper likely details the use of CUDA to optimize APML.”

“Accelerating High-Throughput Catalyst Screening by Direct Generation of Equilibrium Adsorption Structures”

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“The article likely details the architecture, implementation, and performance evaluation of CXL-SpecKV, potentially comparing it to other KV-cache designs or serving frameworks.”

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“Accelerating discovery of infrared nonlinear optical materials with large shift current via high-throughput screening.”

“The article's abstract or introduction would likely contain a concise summary of OmniInfer's key features and the specific acceleration techniques employed. It would also likely highlight the performance gains achieved compared to existing LLM serving systems.”

“MixLM focuses on High-Throughput and Effective LLM Ranking via Text-Embedding Mix-Interaction.”