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#1 opened Mar 8, 2017 by gaocegege
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273 Open 12 Closed
273 Open 12 Closed
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To FUSE or Not to FUSE: Performance of User-Space File Systems area/file-system type/paper
#287 opened Jan 27, 2022 by gaocegege
4
Mind the Gap: Broken Promises of CPU Reservations in Containerized Multi-tenant Clouds area/cloudnative area/isolation area/os type/paper
#286 opened Dec 13, 2021 by gaocegege
2
BAGUA: Scaling up Distributed Learning with System Relaxations area/distributed-systems area/GPU area/large-scale-ml TODO-未读 type/paper
#285 opened Dec 1, 2021 by gaocegege
Serving DNN Models with Multi-Instance GPUs: A Case of the Reconfigurable Machine Scheduling Problem area/distributed-systems area/GPU type/paper
#284 opened Nov 29, 2021 by gaocegege
1
ZeRO-Offload: Democratizing Billion-Scale Model Training area/GPU area/large-scale-ml TODO-未读 type/paper
#283 opened Nov 16, 2021 by gaocegege
2
ZeRO & DeepSpeed: New system optimizations enable training models with over 100 billion parameters area/distributed-systems area/GPU area/large-scale-ml type/paper
#282 opened Nov 16, 2021 by gaocegege
13
Maglev: A Fast and Reliable Software Network Load Balancer area/networking type/paper
#281 opened Nov 10, 2021 by gaocegege
3
An Evaluation of WebAssembly and eBPF as Offloading Mechanisms in the Context of Computational Storage area/isolation type/paper
#280 opened Nov 9, 2021 by gaocegege
1
MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers area/GPU area/large-scale-ml TODO-未读 type/paper
#279 opened Nov 3, 2021 by gaocegege
Faster and Cheaper Serverless Computing on Harvested Resources area/serverless TODO-未读 type/paper
#278 opened Oct 28, 2021 by gaocegege
Boki: Stateful Serverless Computing with Shared Logs area/serverless TODO-未读 type/paper
#277 opened Oct 28, 2021 by gaocegege
2
Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks area/cloudnative area/scheduler TODO-未读 type/paper
#276 opened Oct 28, 2021 by gaocegege
Gradient Compression Supercharged High-Performance Data Parallel DNN Training area/distributed-systems area/large-scale-ml TODO-未读 type/paper
#275 opened Oct 28, 2021 by gaocegege
Retiarii: A Deep Learning Exploratory-Training Framework area/AutoML area/neural-architecture-search type/paper
#274 opened Sep 22, 2021 by gaocegege
1
The Taichi High-Performance and Differentiable Programming Language for Sparse and Quantized Visual Computing area/graphics type/thesis
#273 opened Sep 12, 2021 by gaocegege
3
tf.data: A Machine Learning Data Processing Framework area/distributed-systems area/ml TODO-未读 type/paper
#272 opened Aug 10, 2021 by gaocegege
CLP: Efficient and Scalable Search on Compressed Text Logs area/logging TODO-未读 type/paper
#271 opened Jul 15, 2021 by gaocegege
Oort: Efficient Federated Learning via Guided Participant Selection area/distributed-systems area/large-scale-ml area/ml TODO-未读 type/paper
#270 opened Jul 15, 2021 by gaocegege
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning area/distributed-systems area/ml area/scheduler TODO-未读 type/paper
#269 opened Jul 15, 2021 by gaocegege
2
FirePlace: Placing Firecraker Virtual Machines with Hindsight Imitation area/cloudnative area/reinforcement-learning TODO-未读 type/paper
#268 opened Jul 12, 2021 by gaocegege
JiZhi: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu area/model-inference TODO-未读 type/paper
#267 opened Jun 8, 2021 by gaocegege
Zico: Efficient GPU Memory Sharing for Concurrent DNN Training area/GPU TODO-未读 type/paper
#266 opened Jun 2, 2021 by gaocegege
Computational Performance Predictions for Deep Neural Network Training: A Runtime-Based Approach area/GPU area/ml TODO-未读 type/paper
#265 opened Jun 2, 2021 by gaocegege
Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More area/ml area/recsys TODO-未读 type/paper
#264 opened May 13, 2021 by gaocegege
Amazon SageMaker Debugger: A System for Real-Time Insights into Machine Learning Model Training area/ml star TODO-未读 type/paper
#263 opened May 13, 2021 by gaocegege
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