mental2008/awesome-papers

Issues

• OSDI '20 | Unearthing inter-job dependencies for better cluster scheduling

  #59 opened a year ago by mental2008
  0

• OSDI '16 | Morpheus: Towards Automated SLOs for Enterprise Clusters

  #60 opened a year ago by qzweng
  0

• SC '21 | Enable Simultaneous DNN Services Based on Deterministic Operator Overlap and Precise Latency Prediction

  #54 opened a year ago by mental2008
  0

• SC '21 | Ribbon: Cost-Effective and QoS-Aware Deep Learning Model Inference Using a Diverse Pool of Cloud Computing Instances

  #55 opened a year ago by mental2008
  0

• SC '21 | MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers

  #58 opened a year ago by mental2008
  0

• SC '21 | Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU Datacenters

  #53 opened a year ago by qzweng
  0

• SOSP '21 | ghOSt: Fast & Flexible User-Space Delegation of Linux Scheduling

  #51 opened a year ago by mental2008
  0

• HotOS '21 | Contextual Concurrency Control

  #52 opened a year ago by mental2008
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• OSDI '20 | Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads

  #49 opened a year ago by mental2008
  0

• SOSP '21 | Bidl: A High-throughput, Low-latency Permissioned Blockchain Framework for Datacenter Networks

  #50 opened a year ago by mental2008
  0

• EuroSys '18 | Medea: Scheduling of Long Running Applications in Shared Production Clusters

  #48 opened a year ago by mental2008
  0

• OSDI '20 | Twine: A Unified Cluster Management System for Shared Infrastructure

  #45 opened a year ago by mental2008
  1

• arXiv '21 | On the Opportunities and Risks of Foundation Models

  #46 opened a year ago by mental2008
  0

• SoCC '11 | CloudScale: Elastic Resource Scaling for Multi-Tenant Cloud Systems

  #47 opened a year ago by mental2008
  0

• SoCC '21 | George: Learning to Place Long-Lived Containers in Large Clusters with Operation Constraints

  #41 opened a year ago by mental2008
  0

• SoCC '21 | Characterizing Microservice Dependency and Performance: Alibaba Trace Analysis

  #42 opened a year ago by mental2008
  0

• The Usefulness of Useless Knowledge

  #44 opened a year ago by mental2008
  0

• NSDI '22 | CloudCluster: Unearthing the Functional Structure of a Cloud Service

  #90 opened a year ago by mental2008
  0

• NSDI '22 | Cocktail: A Multidimensional Optimization for Model Serving in Cloud

  #88 opened a year ago by mental2008
  0

• NSDI '22 | Aquila: A unified, low-latency fabric for datacenter networks

  #89 opened a year ago by mental2008
  0

• NSDI '22 | A Case for Task Sampling based Learning for Cluster Job Scheduling

  #86 opened a year ago by mental2008
  0

• NSDI '22 | Check-N-Run: a Checkpointing System for Training Deep Learning Recommendation Models

  #87 opened a year ago by mental2008
  0

• NSDI '22 | Efficient Scheduling Policies for Microsecond-Scale Tasks

  #85 opened a year ago by mental2008
  0

• EuroSys '22 | D3: A Dynamic Deadline-Driven Approach for Building Autonomous Vehicles

  #83 opened a year ago by mental2008
  0

• EuroSys '22 | Varuna: Scalable, Low-cost Training of Massive Deep Learning Models

  #84 opened a year ago by mental2008
  0

• EuroSys '22 | Out-Of-Order BackProp: An Effective Scheduling Technique for Deep Learning

  #82 opened a year ago by mental2008
  0

• EuroSys '22 | DeepRest: Deep Resource Estimation for Interactive Microservices

  #80 opened a year ago by mental2008
  0

• EuroSys '22 | OS Scheduling with Nest: Keeping Tasks Close Together on Warm Cores

  #81 opened a year ago by mental2008
  0

• HPCA '22 | ReTail: Opting for Learning Simplicity to Enable QoS-Aware Power Management in the Cloud

  #77 opened a year ago by mental2008
  0

• HPCA '22 | PIMCloud: QoS-Aware Resource Management of Latency-Critical Applications in Clouds with Processing-in-Memory

  #78 opened a year ago by mental2008
  0

• HPCA '22 | AI-Enabling Workloads on Large-Scale GPU-Accelerated System: Characterization, Opportunities, and Implications

  #79 opened a year ago by mental2008
  0

• ASPLOS '22 | INFless: A Native Serverless System for Low-latency, High-throughput Inference

  #74 opened a year ago by mental2008
  0

• ASPLOS '22 | FaaSFlow: Enable Efficient Workflow Execution for Function-as-a-Service

  #75 opened a year ago by mental2008
  0

• ASPLOS '22 | Serverless Computing on Heterogeneous Computers

  #76 opened a year ago by mental2008
  0

• ASPLOS '22 | Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads

  #72 opened a year ago by mental2008
  0

• ASPLOS '22 | Astraea: Towards QoS-Aware and Resource-Efficient Multi-stage GPU Services

  #73 opened a year ago by mental2008
  3

• ASPLOS '22 | AStitch: Enabling A New Multi-Dimensional Optimization Space for Memory-Intensive ML Training and Inference on Modern SIMT Architectures

  #71 opened a year ago by mental2008
  0

• ASPLOS '22 | A Full-stack Search Technique for Domain Optimized Deep Learning Accelerators

  #70 opened a year ago by mental2008
  0

• arXiv '18 | Predicting the Computational Cost of Deep Learning Models

  #62 opened a year ago by mental2008
  0

• arXiv '21 | Serving DNN Models with Multi-Instance GPUs: A Case of the Reconfigurable Machine Scheduling Problem

  #65 opened a year ago by qzweng
  0

• ASPLOS '22 | VELTAIR: Towards High-Performance Multi-Tenant Deep Learning Services via Adaptive Compilation and Scheduling

  #69 opened a year ago by mental2008
  0

• SoCC '14 | Reservation-based Scheduling: If You’re Late Don’t Blame Us!

  #61 opened a year ago by mental2008
  0

• SC '21 | In-Depth Analyses of Unified Virtual Memory System for GPU Accelerated Computing

  #57 opened 3 years ago by mental2008
  0

• arXiv '16 | Training Deep Nets with Sublinear Memory Cost

  #68 opened 3 years ago by mental2008
  1

• SC '21 | Hybrid, Scalable, Trace-Driven Performance Modeling of GPGPUs

  #56 opened 3 years ago by mental2008
  1

• arXiv '20 | Coswara - A Database of Breathing, Cough, and Voice Sounds for COVID-19 Diagnosis

  #64 opened 3 years ago by mental2008
  0

• KDD '21 | Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification

  #63 opened 3 years ago by mental2008
  0

• SIGCOMM Computer Communication Review '21 | Data-driven Networking Research: models for academic collaboration with industry (a Google point of view)

  #67 opened 3 years ago by mental2008
  1

• SOSP '21 | HeMem: Scalable Tiered Memory Management for Big Data Applications and Real NVM

  #66 opened 3 years ago by mental2008
  1

• EuroMLSys '21 | Predicting CPU usage for proactive autoscaling

  #43 opened 3 years ago by mental2008
  1