Issues

• NanoFlow: Towards Optimal Large Language Model Serving Throughput

  area/LLMarea/model-inferenceTODO-未读type/paper
  dyweb/papers-notebook#299 · Filter by author gaocegege opened on Dec 27, 2024
  1

• Efficient Memory Management for Large Language Model Serving with PagedAttention

  area/LLMtype/paper
  dyweb/papers-notebook#298 · Filter by author gaocegege opened on Dec 24, 2024

• Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

  area/LLMTODO-未读type/paper
  dyweb/papers-notebook#297 · Filter by author gaocegege opened on Dec 24, 2024

• ColPali: Efficient Document Retrieval with Vision Language Models

  TODO-未读type/paper
  dyweb/papers-notebook#296 · Filter by author gaocegege opened on Jul 25, 2024

• RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

  area/LLMTODO-未读type/paper
  dyweb/papers-notebook#295 · Filter by author gaocegege opened on Jul 25, 2024

• Characterizing Power Management Opportunities for LLMs in the Cloud

  area/large-scale-mlarea/LLMtype/paper
  dyweb/papers-notebook#294 · Filter by author gaocegege opened on Jul 25, 2024
  1

• VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity

  area/databasearea/distributed-systemstype/paper
  dyweb/papers-notebook#293 · Filter by author gaocegege opened on Jan 8, 2024

• How Large Language Models Will Disrupt Data Management

  area/databasearea/large-scale-mlarea/LLMtype/paper
  dyweb/papers-notebook#292 · Filter by author gaocegege opened on Sep 3, 2023
  1

• Towards Observability for Production Machine Learning Pipelines

  area/distributed-systemsarea/loggingarea/mlTODO-未读type/paper
  dyweb/papers-notebook#291 · Filter by author gaocegege opened on Aug 26, 2022

• VMSH: hypervisor-agnostic guest overlays for VMs

  area/isolationtype/paper
  dyweb/papers-notebook#290 · Filter by author gaocegege opened on May 11, 2022
  6

• Cntr: Lightweight OS Containers

  area/isolationtype/paper
  dyweb/papers-notebook#289 · Filter by author gaocegege opened on May 11, 2022
  4

• DeepRest: Deep Resource Estimation for Interactive Microservices.

  area/mlTODO-未读type/paper
  dyweb/papers-notebook#288 · Filter by author gaocegege opened on Apr 17, 2022

• To FUSE or Not to FUSE: Performance of User-Space File Systems

  area/file-systemtype/paper
  dyweb/papers-notebook#287 · Filter by author gaocegege opened on Jan 27, 2022
  4

• Mind the Gap: Broken Promises of CPU Reservations in Containerized Multi-tenant Clouds

  area/cloudnativearea/isolationarea/ostype/paper
  dyweb/papers-notebook#286 · Filter by author gaocegege opened on Dec 13, 2021
  2

• BAGUA: Scaling up Distributed Learning with System Relaxations

  area/distributed-systemsarea/GPUarea/large-scale-mlTODO-未读type/paper
  dyweb/papers-notebook#285 · Filter by author gaocegege opened on Dec 1, 2021

• Serving DNN Models with Multi-Instance GPUs: A Case of the Reconfigurable Machine Scheduling Problem

  area/distributed-systemsarea/GPUtype/paper
  dyweb/papers-notebook#284 · Filter by author gaocegege opened on Nov 29, 2021
  1

• ZeRO-Offload: Democratizing Billion-Scale Model Training

  area/GPUarea/large-scale-mlTODO-未读type/paper
  dyweb/papers-notebook#283 · Filter by author gaocegege opened on Nov 16, 2021
  2

• ZeRO & DeepSpeed: New system optimizations enable training models with over 100 billion parameters

  area/distributed-systemsarea/GPUarea/large-scale-mltype/paper
  dyweb/papers-notebook#282 · Filter by author gaocegege opened on Nov 16, 2021
  13

• Maglev: A Fast and Reliable Software Network Load Balancer

  area/networkingtype/paper
  dyweb/papers-notebook#281 · Filter by author gaocegege opened on Nov 10, 2021
  3

• An Evaluation of WebAssembly and eBPF as Offloading Mechanisms in the Context of Computational Storage

  area/isolationtype/paper
  dyweb/papers-notebook#280 · Filter by author gaocegege opened on Nov 9, 2021
  1

• MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers

  area/GPUarea/large-scale-mlTODO-未读type/paper
  dyweb/papers-notebook#279 · Filter by author gaocegege opened on Nov 3, 2021

• Faster and Cheaper Serverless Computing on Harvested Resources

  area/serverlessTODO-未读type/paper
  dyweb/papers-notebook#278 · Filter by author gaocegege opened on Oct 28, 2021

• Boki: Stateful Serverless Computing with Shared Logs

  area/serverlessTODO-未读type/paper
  dyweb/papers-notebook#277 · Filter by author gaocegege opened on Oct 28, 2021
  2

• Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks

  area/cloudnativearea/schedulerTODO-未读type/paper
  dyweb/papers-notebook#276 · Filter by author gaocegege opened on Oct 28, 2021

• Gradient Compression Supercharged High-Performance Data Parallel DNN Training

  area/distributed-systemsarea/large-scale-mlTODO-未读type/paper
  dyweb/papers-notebook#275 · Filter by author gaocegege opened on Oct 28, 2021