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:page_facing_up: :cn: :page_with_curl: 论文阅读笔记（分布式系统、虚拟化、机器学习）Papers Notebook (Distributed System, Virtualization, Machine Learning)

https://github.com/dyweb/papers-notebook/issues?utf8=%E2%9C%93&q=is%3Aissue+is%3Aopen+-label%3ATODO-%E6%9C%AA%E8%AF%BB

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

#293 gaocegege opened 5 months ago
0
How Large Language Models Will Disrupt Data Management

#292 gaocegege opened 10 months ago
1
Towards Observability for Production Machine Learning Pipelines

#291 gaocegege opened 1 year ago
0
VMSH: hypervisor-agnostic guest overlays for VMs

#290 gaocegege opened 2 years ago
6
Cntr: Lightweight OS Containers

#289 gaocegege opened 2 years ago
4
DeepRest: Deep Resource Estimation for Interactive Microservices.

#288 gaocegege opened 2 years ago
0
To FUSE or Not to FUSE: Performance of User-Space File Systems

#287 gaocegege opened 2 years ago
4
Mind the Gap: Broken Promises of CPU Reservations in Containerized Multi-tenant Clouds

#286 gaocegege opened 2 years ago
2
BAGUA: Scaling up Distributed Learning with System Relaxations

#285 gaocegege opened 2 years ago
0
Serving DNN Models with Multi-Instance GPUs: A Case of the Reconfigurable Machine Scheduling Problem

#284 gaocegege opened 2 years ago
1
ZeRO-Offload: Democratizing Billion-Scale Model Training

#283 gaocegege opened 2 years ago
2
ZeRO & DeepSpeed: New system optimizations enable training models with over 100 billion parameters

#282 gaocegege opened 2 years ago
13
Maglev: A Fast and Reliable Software Network Load Balancer

#281 gaocegege opened 2 years ago
3
An Evaluation of WebAssembly and eBPF as Offloading Mechanisms in the Context of Computational Storage

#280 gaocegege opened 2 years ago
1
MAPA: Multi-Accelerator Pattern Allocation Policy for Multi-Tenant GPU Servers

#279 gaocegege opened 2 years ago
0
Faster and Cheaper Serverless Computing on Harvested Resources

#278 gaocegege opened 2 years ago
0
Boki: Stateful Serverless Computing with Shared Logs

#277 gaocegege opened 2 years ago
2
Generating Complex, Realistic Cloud Workloads using Recurrent Neural Networks

#276 gaocegege opened 2 years ago
0
Gradient Compression Supercharged High-Performance Data Parallel DNN Training

#275 gaocegege opened 2 years ago
0
Retiarii: A Deep Learning Exploratory-Training Framework

#274 gaocegege opened 2 years ago
1
The Taichi High-Performance and Differentiable Programming Language for Sparse and Quantized Visual Computing

#273 gaocegege opened 2 years ago
3
tf.data: A Machine Learning Data Processing Framework

#272 gaocegege opened 2 years ago
0
CLP: Efficient and Scalable Search on Compressed Text Logs

#271 gaocegege opened 2 years ago
0
Oort: Efficient Federated Learning via Guided Participant Selection

#270 gaocegege opened 2 years ago
0
Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning

#269 gaocegege opened 2 years ago
2
FirePlace: Placing Firecraker Virtual Machines with Hindsight Imitation

#268 gaocegege opened 2 years ago
0
JiZhi: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale Online Inference at Baidu

#267 gaocegege opened 3 years ago
0
Zico: Efficient GPU Memory Sharing for Concurrent DNN Training

#266 gaocegege opened 3 years ago
0
Computational Performance Predictions for Deep Neural Network Training: A Runtime-Based Approach

#265 gaocegege opened 3 years ago
0
Accelerating SLIDE Deep Learning on Modern CPUs: Vectorization, Quantizations, Memory Optimizations, and More

#264 gaocegege opened 3 years ago
0
Amazon SageMaker Debugger: A System for Real-Time Insights into Machine Learning Model Training

#263 gaocegege opened 3 years ago
0
Parallelizing Packet Processing in Container Overlay Networks

#262 gaocegege opened 3 years ago
0
On the Use of ML for Blackbox System Performance Prediction

#261 gaocegege opened 3 years ago
0
Elastic Resource Sharing for Distributed Deep Learning

#260 gaocegege opened 3 years ago
0
Segcache: a memory-efficient and scalable in-memory key-value cache for small objects

#259 gaocegege opened 3 years ago
1
Finding a Needle in Haystack: Facebook's Photo Storage

#258 gaocegege closed 3 years ago
1
Evaluating Modern GPU Interconnect: PCIe, NVLink, NV-SLI, NVSwitch and GPUDirect

#257 gaocegege opened 3 years ago
0
Mesh-TensorFlow: Deep Learning for Supercomputers

#256 gaocegege opened 3 years ago
0
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

#255 gaocegege opened 3 years ago
0
Job Scheduling for Large-Scale Machine Learning Clusters

#254 gaocegege opened 3 years ago
0
A Dynamic Scaling Scheme of Cloud-based DNN Training Clusters

#253 gaocegege opened 3 years ago
0
Efficient Online Scheduling for Coflow-aware Machine Learning Clusters

#252 gaocegege opened 3 years ago
0
Accelerating Deep Learning Inference via Learned Caches

#251 gaocegege opened 3 years ago
0
DISTRIBUTED REINFORCEMENT LEARNING IS A DATAFLOW PROBLEM

#250 gaocegege opened 3 years ago
0
Finding a needle in Haystack: Facebook’s photo storage

#249 gaocegege opened 3 years ago
4
DL2: A Deep Learning-driven Scheduler for Deep Learning Clusters

#248 gaocegege opened 3 years ago
0
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads

#247 gaocegege opened 3 years ago
0
Wide & Deep Learning for Recommender Systems

#246 gaocegege opened 3 years ago
0
Recommending what video to watch next: a multitask ranking system

#245 gaocegege opened 3 years ago
0
DeepRecSys: A System for Optimizing End-To-End At-scale Neural Recommendation Inference

#244 gaocegege opened 3 years ago
0