Ana Klimovic
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| title | conference | date |
|---|---|---|
| OpenTela: Unifying Decentralized Computing Resources for Heterogeneous LLM Serving (Oper… | 20th USENIX Symposium on Operating Systems Design and Implementation (OSDI '26) | 2026-07-13 |
A user-space overlay implements CRDT-based gossip and NAT-punching/relay transport to federate Slurm, Kubernetes and bare-metal serving engines without root or… | ||
| Resource Multiplexing in Tuning and Serving Large Language Models | USENIX ATC '25 | 2025-07-07 |
LLMStation is a runtime that co-schedules parameter-efficient fine-tuning and inference on the same GPU by combining iteration-level multitasking scheduling, a… | ||
| Pecan: Cost-Efficient ML Data Preprocessing with Automatic Transformation... | USENIX ATC 2024 | 2024-07-10 |
Pecan is a service that automatically places preprocessing workers on accelerator hosts and applies automatic transformation reordering to cut remote CPU… | ||
| Cachew: Machine Learning Input Data Processing as a Service | USENIX ATC '22 | 2022-07-11 |
Cachew is a managed service that disaggregates TF Data Service pipelines into dispatcher and stateless workers, adds a caching layer, and applies auto-scaling… | ||
| SONIC: Application-aware Data Passing for Chained Serverless Applications | USENIX ATC '21 | 2021-07-14 |
Compares three concrete data-passing modes VM-Storage, Direct-Passing, Remote-Storage and shows no single mode wins: small fan-out favors VM-Storage, medium… | ||
| OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases | USENIX ATC '20 | 2020-07-15 |
System builds an online reconfiguration engine that jointly tunes NoSQL parameters and EC2 VM types, partitions clusters into complete sets to limit… | ||
| Unification of Temporary Storage in the NodeKernel Architecture | USENIX ATC '19 | 2019-07-10 |
NodeKernel designs a unified temporary-storage layer and ships it as Crail, a metadata‑driven storage with hierarchical namespaces, storage classes (DRAM and… | ||
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