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Streaming distributed execution across CPUs and GPUs
#322
pentium3
opened
9 months ago
0
Clipper: A Low-Latency Online Prediction Serving System
#321
pentium3
opened
9 months ago
0
ServerlessLLM: Locality-Enhanced Serverless Inference for Large Language Models
#320
pentium3
closed
8 months ago
1
MArk: Exploiting Cloud Services for Cost-Effective, SLO-Aware Machine Learning Inference Serving
#319
pentium3
closed
8 months ago
1
EdgeServe: A Streaming System for Decentralized Model Serving
#318
pentium3
opened
9 months ago
0
HexGen: Generative Inference of Foundation Model over Heterogeneous Decentralized Environment
#317
pentium3
opened
10 months ago
1
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache
#316
pentium3
opened
10 months ago
0
LLM in a flash: Efficient Large Language Model Inference with Limited Memory
#314
pentium3
opened
11 months ago
0
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
#313
pentium3
opened
11 months ago
0
Efficiently Programming Large Language Models using SGLang
#312
pentium3
opened
11 months ago
0
Vulcan: Automatic Query Planning for Live ML Analytics
#311
pentium3
opened
11 months ago
0
FusionFlow: Accelerating Data Preprocessing for Machine Learning with CPU-GPU Cooperation
#310
pentium3
closed
8 months ago
0
Punica: Multi-Tenant LoRA Serving
#309
pentium3
opened
1 year ago
0
FlowKV: A Semantic-Aware Store for Large-Scale State Management of Stream Processing Engines
#308
pentium3
closed
1 year ago
1
RecD: Deduplication for End-to-End Deep Learning Recommendation Model Training Infrastructure
#307
pentium3
opened
1 year ago
0
Cougar: A General Framework for Jobs Optimization In Cloud
#306
pentium3
closed
8 months ago
0
Gemini: Fast Failure Recovery in Distributed Training with In-Memory Checkpoints
#305
pentium3
opened
1 year ago
1
Auto-WLM: machine learning enhanced workload management in Amazon Redshift
#304
pentium3
opened
1 year ago
0
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads
#303
pentium3
opened
1 year ago
1
FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness
#302
pentium3
opened
1 year ago
0
MemGPT: Towards LLMs as Operating Systems
#301
pentium3
opened
1 year ago
0
On Optimizing the Communication of Model Parallelism
#300
pentium3
opened
1 year ago
0
GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing
#299
pentium3
opened
1 year ago
0
Snatch: Online Streaming Analytics at the Network Edge
#297
pentium3
closed
8 months ago
0
StreamOps: Cloud-Native Runtime Management for Streaming Services in ByteDance
#296
pentium3
closed
10 months ago
2
LightSeq: Sequence Level Parallelism for Distributed Training of Long Context Transformers
#295
pentium3
opened
1 year ago
1
Sia: Heterogeneity-aware, goodput-optimized ML-cluster scheduling
#293
pentium3
opened
1 year ago
1
Paella: Low-latency Model Serving with Software-defined GPU Scheduling
#292
pentium3
opened
1 year ago
0
Efficient Memory Management for Large Language Model Serving with PagedAttention
#291
pentium3
opened
1 year ago
1
Efficient Streaming Language Models with Attention Sinks
#290
pentium3
opened
1 year ago
0
The Gap Between Serverless Research and Real-world Systems
#288
pentium3
opened
1 year ago
0
LatenSeer: Causal Modeling of End-to-End Latency Distribution by Harnessing Distributed Tracing
#287
pentium3
closed
9 months ago
0
How Large Language Models Will Disrupt Data Management
#286
pentium3
closed
8 months ago
0
Dalton: Learned Partitioning for Distributed Data Streams
#285
pentium3
closed
8 months ago
1
Zero-Shot Cost Models for Parallel Stream Processing
#284
pentium3
closed
8 months ago
1
Root Cause Analysis of Failures in Microservices through Causal Discovery
#283
pentium3
opened
1 year ago
0
Efficient Large-Scale Language Model Training on GPU Clusters Using Megatron-LM
#282
pentium3
opened
1 year ago
0
Vectorized Data Computing — Vector databases, privacy, LLM, big models
#281
pentium3
opened
1 year ago
1
Cassini: Network-Aware Job Scheduling in Machine Learning Clusters
#280
pentium3
opened
1 year ago
1
What we talk about when we talk about System Design
#279
pentium3
opened
1 year ago
0
On-demand Container Loading in AWS Lambda
#278
pentium3
closed
1 year ago
0
Sponge: Fast Reactive Scaling for Stream Processing with Serverless Frameworks
#277
pentium3
closed
2 months ago
1
ExoFlow: A Universal Workflow System for Exactly-Once DAGs
#276
pentium3
closed
9 months ago
1
Cilantro: Performance-Aware Resource Allocation for General Objectives via Online Feedback
#275
pentium3
opened
1 year ago
0
Karma: Resource Allocation for Dynamic Demands
#274
pentium3
opened
1 year ago
0
Studying the Energy Consumption of Stream Processing Engines in the Cloud
#273
pentium3
opened
1 year ago
0
Lachesis: A Middleware for Customizing OS Scheduling of Stream Processing Queries
#272
pentium3
opened
1 year ago
2
STeP: Scalable Tenant Placement for Managing Database-as-a-Service Deployments
#271
pentium3
closed
8 months ago
0
Tenant Placement in Over-subscribed Database-as-a-Service Clusters
#270
pentium3
opened
1 year ago
0
Disaggregated Database Systems
#269
pentium3
opened
1 year ago
1
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