Tags | ScratchPad

# MLSys (x8)

2020-08-03 Mon =>> Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics
2020-01-22 Wed =>> In-Datacenter Performance Analysis of a Tensor Processing Unit
2019-11-07 Thu =>> Fractional GPUs: Software-based Compute and Memory Bandwidth Reservation for GPUs
2019-10-25 Fri =>> Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling
2019-10-24 Thu =>> Beyond Data and Model Parallelism for Deep Neural Networks
2019-10-22 Tue =>> PipeDream: Generalized Pipeline Parallelism for DNN Training
2019-10-16 Wed =>> PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
2019-10-14 Mon =>> Deep Learning Inference Service at Microsoft

# Inference (x5)

2020-08-03 Mon =>> Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics
2020-01-22 Wed =>> In-Datacenter Performance Analysis of a Tensor Processing Unit
2019-11-07 Thu =>> Fractional GPUs: Software-based Compute and Memory Bandwidth Reservation for GPUs
2019-10-16 Wed =>> PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
2019-10-14 Mon =>> Deep Learning Inference Service at Microsoft

# Cloud (x5)

2020-02-17 Mon =>> Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization
2020-01-27 Mon =>> Azure Accelerated Networking: SmartNICs in the Public Cloud
2020-01-20 Mon =>> ASIC Clouds: Specializing the Datacenter
2020-01-17 Fri =>> Happiness index: Right-sizing the cloud’s tenant-provider interface
2020-01-14 Tue =>> Nines are Not Enough: Meaningful Metrics for Clouds

# Training (x4)

2020-02-06 Thu =>> Benchmarking TPU, GPU, and CPU Platforms for Deep Learning
2019-10-25 Fri =>> Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling
2019-10-24 Thu =>> Beyond Data and Model Parallelism for Deep Neural Networks
2019-10-22 Tue =>> PipeDream: Generalized Pipeline Parallelism for DNN Training

# SDN (x3)

2020-02-17 Mon =>> Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization
2020-02-03 Mon =>> Jupiter Rising A Decade of Clos Topologies and Centralized Control in Google's Datacenter Network
2020-01-27 Mon =>> Azure Accelerated Networking: SmartNICs in the Public Cloud

# NVM (x3)

2020-03-04 Wed =>> Strata: A Cross Media File System
2020-01-08 Wed =>> Attack of the Killer Microseconds
2019-10-17 Thu =>> SplitFS: Reducing Software Overhead in File Systems for Persistent Memory

# GPU (x3)

2020-02-06 Thu =>> Benchmarking TPU, GPU, and CPU Platforms for Deep Learning
2020-01-08 Wed =>> Attack of the Killer Microseconds
2019-11-07 Thu =>> Fractional GPUs: Software-based Compute and Memory Bandwidth Reservation for GPUs

# Google (x3)

2020-02-27 Thu =>> Slicer: Auto-Sharding for Datacenter Applications
2020-02-12 Wed =>> Evolve or Die: High-Availability Design Principles Drawn from Google's Network Infrastructure
2020-02-03 Mon =>> Jupiter Rising A Decade of Clos Topologies and Centralized Control in Google's Datacenter Network

# Virtualization (x2)

2020-02-17 Mon =>> Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization
2020-01-27 Mon =>> Azure Accelerated Networking: SmartNICs in the Public Cloud

# VideoProcessing (x2)

2020-08-03 Mon =>> Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics
2020-01-20 Mon =>> ASIC Clouds: Specializing the Datacenter

# TPU (x2)

2020-02-06 Thu =>> Benchmarking TPU, GPU, and CPU Platforms for Deep Learning
2020-01-22 Wed =>> In-Datacenter Performance Analysis of a Tensor Processing Unit

# Storage (x2)

2020-03-04 Wed =>> Strata: A Cross Media File System
2020-03-02 Mon =>> Occupy the Cloud: Distributed Computing for the 99%

# SOSP2019 (x2)

2019-10-22 Tue =>> PipeDream: Generalized Pipeline Parallelism for DNN Training
2019-10-17 Thu =>> SplitFS: Reducing Software Overhead in File Systems for Persistent Memory

# SIGCOMM2016 (x2)

2020-02-12 Wed =>> Evolve or Die: High-Availability Design Principles Drawn from Google's Network Infrastructure
2020-02-05 Wed =>> RDMA over Commodity Ethernet at Scale

# OperatingSystem (x2)

2020-01-29 Wed =>> Project PBerry: FPGA Acceleration for Remote Memory
2020-01-08 Wed =>> Attack of the Killer Microseconds

# NSDI2018 (x2)

2020-02-17 Mon =>> Andromeda: Performance, Isolation, and Velocity at Scale in Cloud Network Virtualization
2020-01-27 Mon =>> Azure Accelerated Networking: SmartNICs in the Public Cloud

# NIC (x2)

2020-01-27 Mon =>> Azure Accelerated Networking: SmartNICs in the Public Cloud
2020-01-08 Wed =>> Attack of the Killer Microseconds

# Microsecond (x2)

2020-01-29 Wed =>> Project PBerry: FPGA Acceleration for Remote Memory
2020-01-08 Wed =>> Attack of the Killer Microseconds

# HotOS2019 (x2)

2020-01-29 Wed =>> Project PBerry: FPGA Acceleration for Remote Memory
2020-01-14 Tue =>> Nines are Not Enough: Meaningful Metrics for Clouds

# FPGA (x2)

2020-01-29 Wed =>> Project PBerry: FPGA Acceleration for Remote Memory
2020-01-27 Mon =>> Azure Accelerated Networking: SmartNICs in the Public Cloud

# ASIC (x2)

2020-01-22 Wed =>> In-Datacenter Performance Analysis of a Tensor Processing Unit
2020-01-20 Mon =>> ASIC Clouds: Specializing the Datacenter

# arXiv (x2)

2019-10-25 Fri =>> Unifying Data, Model and Hybrid Parallelism in Deep Learning via Tensor Tiling
2019-10-15 Tue =>> ALEX: An Updatable Adaptive Learned Index

# VLDB2020 (x1)

2020-08-03 Mon =>> Jointly Optimizing Preprocessing and Inference for DNN-based Visual Analytics

# SysML2019 (x1)

2019-10-24 Thu =>> Beyond Data and Model Parallelism for Deep Neural Networks

# SSD (x1)

2020-03-04 Wed =>> Strata: A Cross Media File System

# SOSP2017 (x1)

2020-03-04 Wed =>> Strata: A Cross Media File System

# SoCC2017 (x1)

2020-03-02 Mon =>> Occupy the Cloud: Distributed Computing for the 99%

# SLO (x1)

2020-01-14 Tue =>> Nines are Not Enough: Meaningful Metrics for Clouds

# SIGCOMM2015 (x1)

2020-02-03 Mon =>> Jupiter Rising A Decade of Clos Topologies and Centralized Control in Google's Datacenter Network

# Sharding (x1)

2020-02-27 Thu =>> Slicer: Auto-Sharding for Datacenter Applications

# Serverless (x1)

2020-03-02 Mon =>> Occupy the Cloud: Distributed Computing for the 99%

# RemoteMemory (x1)

2020-01-29 Wed =>> Project PBerry: FPGA Acceleration for Remote Memory

# RDMA (x1)

2020-02-05 Wed =>> RDMA over Commodity Ethernet at Scale

# OSDI2018 (x1)

2019-10-16 Wed =>> PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems

# OSDI2016 (x1)

2020-02-27 Thu =>> Slicer: Auto-Sharding for Datacenter Applications

# OldPaper (x1)

2020-01-07 Tue =>> A Case for NOW (Networks of Workstations)

# MultiTenant (x1)

2020-01-17 Fri =>> Happiness index: Right-sizing the cloud’s tenant-provider interface

# MLSys2020 (x1)

2020-02-06 Thu =>> Benchmarking TPU, GPU, and CPU Platforms for Deep Learning

# MLsys (x1)

2020-02-06 Thu =>> Benchmarking TPU, GPU, and CPU Platforms for Deep Learning

# ML4Sys (x1)

2019-10-15 Tue =>> ALEX: An Updatable Adaptive Learned Index

# Microsoft (x1)

2020-02-05 Wed =>> RDMA over Commodity Ethernet at Scale

# Measurement (x1)

2020-02-06 Thu =>> Benchmarking TPU, GPU, and CPU Platforms for Deep Learning

# LoadBalance (x1)

2020-02-27 Thu =>> Slicer: Auto-Sharding for Datacenter Applications

# Latency (x1)

2020-01-08 Wed =>> Attack of the Killer Microseconds

# ISCA2017 (x1)

2020-01-22 Wed =>> In-Datacenter Performance Analysis of a Tensor Processing Unit

# ISCA2016 (x1)

2020-01-20 Mon =>> ASIC Clouds: Specializing the Datacenter

# HotCloud2019 (x1)

2020-01-17 Fri =>> Happiness index: Right-sizing the cloud’s tenant-provider interface

# FileSystem (x1)

2019-10-17 Thu =>> SplitFS: Reducing Software Overhead in File Systems for Persistent Memory

# DistributedSystem (x1)

2020-01-07 Tue =>> A Case for NOW (Networks of Workstations)

# CUDA (x1)

2019-11-07 Thu =>> Fractional GPUs: Software-based Compute and Memory Bandwidth Reservation for GPUs

# Clos (x1)

2020-02-03 Mon =>> Jupiter Rising A Decade of Clos Topologies and Centralized Control in Google's Datacenter Network

# CacheCoherence (x1)

2020-01-29 Wed =>> Project PBerry: FPGA Acceleration for Remote Memory

# Blockchain (x1)

2020-01-20 Mon =>> ASIC Clouds: Specializing the Datacenter

# Benchmark (x1)

2020-02-06 Thu =>> Benchmarking TPU, GPU, and CPU Platforms for Deep Learning

# Availability (x1)

2020-02-12 Wed =>> Evolve or Die: High-Availability Design Principles Drawn from Google's Network Infrastructure

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