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  • All (21455) +34
    • AI (3224) +1
    • DevOps (962) +3
    • Software (11268) +21
    • IT (5948) +8
    • Education (52)
  • Notice
  • All (21455) +34
  • AI (3224) +1
  • DevOps (962) +3
  • Software (11268) +21
  • IT (5948) +8
  • Education (52)
  • Notice
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  • 2 months ago · devops

    [Paper] Diagonal Scaling: A Multi-Dimensional Resource Model and Optimization Framework for Distributed Databases

    Modern cloud databases present scaling as a binary decision: scale-out by adding nodes or scale-up by increasing per-node resources. This one-dimensional view i...

    #autoscaling #distributed databases #resource optimization #cloud-native #DIAGONALSCALE
  • 2 months ago · devops

    [Paper] MAD-DAG: Protecting Blockchain Consensus from MEV

    Blockchain security is threatened by selfish mining, where a miner (operator) deviates from the protocol to increase their revenue. Selfish mining is exacerbate...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] Modeling the Effect of Data Redundancy on Speedup in MLFMA Near-Field Computation

    The near-field (P2P) operator in the Multilevel Fast Multipole Algorithm (MLFMA) is a performance bottleneck on GPUs due to poor memory locality. This work intr...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] MemFine: Memory-Aware Fine-Grained Scheduling for MoE Training

    The training of large-scale Mixture of Experts (MoE) models faces a critical memory bottleneck due to severe load imbalance caused by dynamic token routing. Thi...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] A Dynamic PD-Disaggregation Architecture for Maximizing Goodput in LLM Inference Serving

    To meet strict Service-Level Objectives (SLOs),contemporary Large Language Models (LLMs) decouple the prefill and decoding stages and place them on separate GPU...

    #LLM inference #dynamic scaling #GPU orchestration #goodput optimization #serving architecture
  • 2 months ago · devops

    [Paper] Assessing Redundancy Strategies to Improve Availability in Virtualized System Architectures

    Cloud-based storage platforms are becoming more common in both academic and business settings due to their flexible access to data and support for collaborative...

    #availability #redundancy #virtualization #cloud #stochastic-petri-nets
  • 2 months ago · devops

    [Paper] Interactive Visualization of Proof-of-Work Consensus Protocol on Raspberry Pi

    We describe a prototype of a fully capable Ethereum Proof-of-Work (PoW) blockchain network running on multiple Raspberry Pi (RPi) computers. The prototype is ea...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] Parallel simulation and adaptive mesh refinement for 3D elastostatic contact mechanics problems between deformable bodies

    Parallel implementation of numerical adaptive mesh refinement (AMR)strategies for solving 3D elastostatic contact mechanics problems is an essential step toward...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] SwitchDelta: Asynchronous Metadata Updating for Distributed Storage with In-Network Data Visibility

    Distributed storage systems typically maintain strong consistency between data nodes and metadata nodes by adopting ordered writes: 1) first installing data; 2)...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] PolarStore: High-Performance Data Compression for Large-Scale Cloud-Native Databases

    In recent years, resource elasticity and cost optimization have become essential for RDBMSs. While cloud-native RDBMSs provide elastic computing resources via d...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] Improved Linear-Time Construction of Minimal Dominating Set via Mobile Agents

    Mobile agents have emerged as a powerful framework for solving fundamental graph problems in distributed settings in recent times. These agents, modelled as aut...

    #research #paper #devops
  • 2 months ago · devops

    [Paper] Enabling Scientific Workflow Scheduling Research in Non-Uniform Memory Access Architectures

    Data-intensive scientific workflows increasingly rely on high-performance computing (HPC) systems, complementing traditional Grid and Cloud platforms. However, ...

    #NUMA #workflow scheduling #HPC #runtime system #simulation

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