| 1 |
TensorFlow: A system for large-scale machine learning
Martín Abadi, Paul Barham, ... (+20 more)
|
👻
Ghosted
|
cs.DC
|
19.3K |
10 years ago |
| 2 |
Ray: A Distributed Framework for Emerging AI Applications
Philipp Moritz, Robert Nishihara, ... (+9 more)
|
👻
Ghosted
|
cs.DC
|
1.5K |
8 years ago |
| 3 |
Ansor: Generating High-Performance Tensor Programs for Deep Learning
Lianmin Zheng, Chengfan Jia, ... (+10 more)
|
👻
Ghosted
|
cs.LG
|
505 |
5 years ago |
| 4 |
DistServe: Disaggregating Prefill and Decoding for Goodput-optimized Large Language Model Serving
Yinmin Zhong, Shengyu Liu, ... (+6 more)
|
👻
Ghosted
|
cs.DC
|
479 |
2 years ago |
| 5 |
TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
Tianqi Chen, Thierry Moreau, ... (+10 more)
|
👻
Ghosted
|
cs.LG
|
361 |
8 years ago |
| 6 |
Serving DNNs like Clockwork: Performance Predictability from the Bottom Up
Arpan Gujarati, Reza Karimi, ... (+5 more)
|
👻
Ghosted
|
cs.DC
|
356 |
5 years ago |
| 7 |
FIRM: An Intelligent Fine-Grained Resource Management Framework for SLO-Oriented Microservices
Haoran Qiu, Subho S. Banerjee, ... (+3 more)
|
👻
Ghosted
|
cs.DC
|
318 |
5 years ago |
| 8 |
Focus: Querying Large Video Datasets with Low Latency and Low Cost
Kevin Hsieh, Ganesh Ananthanarayanan, ... (+5 more)
|
👻
Ghosted
|
cs.DB
|
294 |
8 years ago |
| 9 |
Heterogeneity-Aware Cluster Scheduling Policies for Deep Learning Workloads
Deepak Narayanan, Keshav Santhanam, ... (+3 more)
|
👻
Ghosted
|
cs.DC
|
269 |
5 years ago |
| 10 |
XFT: Practical Fault Tolerance Beyond Crashes
Shengyun Liu, Paolo Viotti, ... (+3 more)
|
👻
Ghosted
|
cs.DC
|
207 |
11 years ago |
| 11 |
InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management
Wonbeom Lee, Jungi Lee, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
198 |
1 year ago |
| 12 |
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs
Yuke Wang, Boyuan Feng, ... (+5 more)
|
👻
Ghosted
|
cs.DC
|
150 |
5 years ago |
| 13 |
Testing Database Engines via Pivoted Query Synthesis
Manuel Rigger, Zhendong Su
|
👻
Ghosted
|
cs.DB
|
136 |
6 years ago |
| 14 |
PRETZEL: Opening the Black Box of Machine Learning Prediction Serving Systems
Yunseong Lee, Alberto Scolari, ... (+4 more)
|
👻
Ghosted
|
cs.LG
|
123 |
7 years ago |
| 15 |
ServerlessLLM: Low-Latency Serverless Inference for Large Language Models
Yao Fu, Leyang Xue, ... (+5 more)
|
👻
Ghosted
|
cs.LG
|
100 |
2 years ago |
| 16 |
Obladi: Oblivious Serializable Transactions in the Cloud
Natacha Crooks, Matthew Burke, ... (+4 more)
|
👻
Ghosted
|
cs.DC
|
89 |
7 years ago |
| 17 |
Microsecond Consensus for Microsecond Applications
Marcos K. Aguilera, Naama Ben-David, ... (+4 more)
|
👻
Ghosted
|
cs.DC
|
71 |
5 years ago |
| 18 |
RackSched: A Microsecond-Scale Scheduler for Rack-Scale Computers (Technical Report)
Hang Zhu, Kostis Kaffes, ... (+5 more)
|
👻
Ghosted
|
cs.DC
|
57 |
5 years ago |
| 19 |
Gauntlet: Finding Bugs in Compilers for Programmable Packet Processing
Fabian Ruffy, Tao Wang, Anirudh Sivaraman
|
👻
Ghosted
|
cs.NI
|
33 |
5 years ago |
| 20 |
Blockene: A High-throughput Blockchain Over Mobile Devices
Sambhav Satija, Apurv Mehra, ... (+6 more)
|
👻
Ghosted
|
cs.DC
|
30 |
5 years ago |
| 21 |
Automated Reasoning and Detection of Specious Configuration in Large Systems with Symbolic Execution
Yigong Hu, Gongqi Huang, Peng Huang
|
👻
Ghosted
|
cs.SE
|
27 |
5 years ago |
| 22 |
SafetyPin: Encrypted Backups with Human-Memorable Secrets
Emma Dauterman, Henry Corrigan-Gibbs, David Mazières
|
👻
Ghosted
|
cs.CR
|
22 |
5 years ago |
| 23 |
Fault-tolerant and Transactional Stateful Serverless Workflows (extended version)
Haoran Zhang, Adney Cardoza, ... (+3 more)
|
👻
Ghosted
|
cs.DC
|
20 |
5 years ago |
| 24 |
BLITZSCALE: Fast and Live Large Model Autoscaling with O(1) Host Caching
Dingyan Zhang, Haotian Wang, ... (+5 more)
|
👻
Ghosted
|
cs.DC
|
17 |
1 year ago |
| 25 |
NCC: Natural Concurrency Control for Strictly Serializable Datastores by Avoiding the Timestamp-Inversion Pitfall
Haonan Lu, Shuai Mu, ... (+2 more)
|
👻
Ghosted
|
cs.DC
|
15 |
3 years ago |
| 26 |
WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model Training
Zheng Wang, Anna Cai, ... (+10 more)
|
👻
Ghosted
|
cs.DC
|
15 |
1 year ago |
| 27 |
A Tale of Two Paths: Toward a Hybrid Data Plane for Efficient Far-Memory Applications
Lei Chen, Shi Liu, ... (+10 more)
|
👻
Ghosted
|
cs.DC
|
14 |
1 year ago |
| 28 |
Understanding Stragglers in Large Model Training Using What-if Analysis
Jinkun Lin, Ziheng Jiang, ... (+14 more)
|
👻
Ghosted
|
cs.DC
|
12 |
1 year ago |
| 29 |
ACCL+: an FPGA-Based Collective Engine for Distributed Applications
Zhenhao He, Dario Korolija, ... (+6 more)
|
👻
Ghosted
|
cs.DC
|
10 |
2 years ago |
| 30 |
Chop Chop: Byzantine Atomic Broadcast to the Network Limit
Martina Camaioni, Rachid Guerraoui, ... (+4 more)
|
👻
Ghosted
|
cs.DC
|
9 |
3 years ago |
| 31 |
DecDEC: A Systems Approach to Advancing Low-Bit LLM Quantization
Yeonhong Park, Jake Hyun, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
6 |
1 year ago |
| 32 |
DRust: Language-Guided Distributed Shared Memory with Fine Granularity, Full Transparency, and Ultra Efficiency
Haoran Ma, Yifan Qiao, ... (+8 more)
|
👻
Ghosted
|
cs.DC
|
5 |
1 year ago |
| 33 |
QiMeng-Xpiler: Transcompiling Tensor Programs for Deep Learning Systems with a Neural-Symbolic Approach
Shouyang Dong, Yuanbo Wen, ... (+11 more)
|
👻
Ghosted
|
cs.CL
|
5 |
1 year ago |
| 34 |
Quake: Adaptive Indexing for Vector Search
Jason Mohoney, Devesh Sarda, ... (+6 more)
|
👻
Ghosted
|
cs.IR
|
5 |
11 months ago |
| 35 |
Decouple and Decompose: Scaling Resource Allocation with DeDe
Zhiying Xu, Minlan Yu, Francis Y. Yan
|
👻
Ghosted
|
cs.DC
|
3 |
1 year ago |
| 36 |
Accountable authentication with privacy protection: The Larch system for universal login
Emma Dauterman, Danny Lin, ... (+2 more)
|
👻
Ghosted
|
cs.CR
|
2 |
2 years ago |
| 37 |
DSig: Breaking the Barrier of Signatures in Data Centers
Marcos K. Aguilera, Clément Burgelin, ... (+4 more)
|
👻
Ghosted
|
cs.CR
|
1 |
1 year ago |
| 38 |
Söze: One Network Telemetry Is All You Need for Per-flow Weighted Bandwidth Allocation at Scale
Weitao Wang, T. S. Eugene Ng
|
👻
Ghosted
|
cs.NI
|
1 |
12 months ago |
| 39 |
Oort: Efficient Federated Learning via Guided Participant Selection
Fan Lai, Xiangfeng Zhu, ... (+2 more)
|
👻
Ghosted
|
cs.LG
|
0 |
5 years ago |
| 40 |
AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving
Zhuohan Li, Lianmin Zheng, ... (+9 more)
|
👻
Ghosted
|
cs.LG
|
0 |
3 years ago |
| 41 |
Picsou: Enabling Replicated State Machines to Communicate Efficiently
Reginald Frank, Micah Murray, ... (+6 more)
|
👻
Ghosted
|
cs.DC
|
0 |
2 years ago |