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282 Open 12 Closed
282 Open 12 Closed
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Issues list

ColPali: Efficient Document Retrieval with Vision Language Models TODO-未读 type/paper
#296 opened Jul 25, 2024 by gaocegege
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation area/LLM TODO-未读 type/paper
#295 opened Jul 25, 2024 by gaocegege
Characterizing Power Management Opportunities for LLMs in the Cloud area/large-scale-ml area/LLM type/paper
#294 opened Jul 25, 2024 by gaocegege
1
VBASE: Unifying Online Vector Similarity Search and Relational Queries via Relaxed Monotonicity area/database area/distributed-systems TODO-未读 type/paper
#293 opened Jan 8, 2024 by gaocegege
How Large Language Models Will Disrupt Data Management area/database area/large-scale-ml area/LLM type/paper
#292 opened Sep 3, 2023 by gaocegege
1
Towards Observability for Production Machine Learning Pipelines area/distributed-systems area/logging area/ml TODO-未读 type/paper
#291 opened Aug 26, 2022 by gaocegege
VMSH: hypervisor-agnostic guest overlays for VMs area/isolation type/paper
#290 opened May 11, 2022 by gaocegege
6
Cntr: Lightweight OS Containers area/isolation type/paper
#289 opened May 11, 2022 by gaocegege
4
DeepRest: Deep Resource Estimation for Interactive Microservices. area/ml TODO-未读 type/paper
#288 opened Apr 17, 2022 by gaocegege
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
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