conftrace_

load balancing

55 papers

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Co-occurring keywords

mixture of expert (640) distributed system (96) resource allocation (251) datacenter networking (18) packet processing (34) latency optimization (119) distributed storage (13) large language model (13587) expert routing (44) online algorithm (445)

Papers

APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention ACL 2026
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models ACL 2026
MACS: Modality-Aware Capacity Scaling for Efficient Multimodal MoE Inference ACL 2026
Mixture of Ranks with Degradation-Aware Routing for One-Step Real-World Image Super-Resolution AAAI 2026
Bag of Tricks for Sparse Mixture-of-Experts: A Benchmark Across Reasoning, Efficiency, and Safety EMNLP 2025
Decouple and Decompose: Scaling Resource Allocation with DeDe OSDI 2025
Preventing Network Bottlenecks: Accelerating Datacenter Services with Hotspot-Aware Placement for Compute and Storage NSDI 2025
Maximum Score Routing For Mixture-of-Experts ACL 2025
Pushing the Limits of In-Network Caching for Key-Value Stores NSDI 2025
Risk-Aware Task Migration for Multiplex Unmanned Swarm Networks in Adversarial Environments IJCAI 2025
Demons in the Detail: On Implementing Load Balancing Loss for Training Specialized Mixture-of-Expert Models ACL 2025
SliceMoE: Routing Embedding Slices Instead of Tokens for Fine-Grained and Balanced Transformer Scaling EMNLP 2025
Burstable Cloud Block Storage with Data Processing Units OSDI 2024
LinguaLinked: Distributed Large Language Model Inference on Mobile Devices ACL 2024
Load is not what you should balance: Introducing Prequal NSDI 2024
Precise Data Center Traffic Engineering with Constrained Hardware Resources NSDI 2024
Mixture of Diverse Size Experts EMNLP 2024
LocMoE: A Low-overhead MoE for Large Language Model Training IJCAI 2024
ServiceRouter: Hyperscale and Minimal Cost Service Mesh at Meta OSDI 2023
SelfTune: Tuning Cluster Managers NSDI 2023
RingLeader: Efficiently Offloading Intra-Server Orchestration to NICs NSDI 2023
Robust Load Balancing with Machine Learned Advice JMLR 2023
Distributed Inference and Fine-tuning of Large Language Models Over The Internet NIPS 2023
A High-Speed Stateful Packet Processing Approach for Tbps Programmable Switches NSDI 2023
Efficient Scheduling Policies for Microsecond-Scale Tasks NSDI 2022