Bitwidth-optimized hardware accelerators with software fallback. - Ana Klimovic; Jason Helge Anderson (FPT, 2013)

IX: A Protected Dataplane Operating System for High Throughput and Low Latency. - Adam Belay; George Prekas; Ana Klimovic; Samuel Grossman; Christos Kozyrakis; Edouard Bugnion (OSDI, 2014)

Flash storage disaggregation. - Ana Klimovic; Christos Kozyrakis; Eno Thereska; Binu John; Sanjeev Kumar (EuroSys, 2016)

ReFlex: Remote Flash ≈ Local Flash. - Ana Klimovic; Heiner Litz; Christos Kozyrakis (ASPLOS, 2017)

Understanding Rack-Scale Disaggregated Storage. - Sergey Legtchenko; Hugh Williams; Kaveh Razavi; Austin Donnelly; Richard Black; Andrew Douglas; Nathanael Cheriere; Daniel Fryer; Kai Mast; Angela Demke Brown; Ana Klimovic; Andy Slowey; et al. (HotStorage, 2017)

The IX Operating System: Combining Low Latency, High Throughput, and Efficiency in a Protected Dataplane. - Adam Belay; George Prekas; Mia Primorac; Ana Klimovic; Samuel Grossman; Christos Kozyrakis; Edouard Bugnion (ACM Trans. Comput. Syst., 2017)

Corrigendum to "The IX Operating System: Combining Low Latency, High Throughput and Efficiency in a Protected Dataplane". - Adam Belay; George Prekas; Mia Primorac; Ana Klimovic; Samuel Grossman; Christos Kozyrakis; Edouard Bugnion (ACM Trans. Comput. Syst., 2017)

Taming Performance Variability. - Aleksander Maricq; Dmitry Duplyakin; Ivo Jimenez; Carlos Maltzahn; Ryan Stutsman; Robert Ricci; Ana Klimovic (OSDI, 2018)

Selecta: Heterogeneous Cloud Storage Configuration for Data Analytics. - Ana Klimovic; Heiner Litz; Christos Kozyrakis (USENIX ATC, 2018)

Understanding Ephemeral Storage for Serverless Analytics. - Ana Klimovic; Yawen Wang; Christos Kozyrakis; Patrick Stuedi; Jonas Pfefferle; Animesh Trivedi (USENIX ATC, 2018)

Unification of Temporary Storage in the NodeKernel Architecture. - Patrick Stuedi; Animesh Trivedi; Jonas Pfefferle; Ana Klimovic; Adrian Schüpbach; Bernard Metzler (USENIX ATC, 2019)

Pocket: Elastic Ephemeral Storage for Serverless Analytics. - Ana Klimovic; Yawen Wang; Patrick Stuedi; Animesh Trivedi; Jonas Pfefferle; Christos Kozyrakis (login Usenix Mag., 2019)

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. - Ashraf Mahgoub; Alexander Medoff; Rakesh Kumar 007; Subrata Mitra; Ana Klimovic; Somali Chaterji; Saurabh Bagchi (USENIX ATC, 2020)

Towards Demystifying Serverless Machine Learning Training. - Jiawei Jiang 001; Shaoduo Gan; Yue Liu; Fanlin Wang; Gustavo Alonso; Ana Klimovic; Ankit Singla; Wentao Wu 001; Ce Zhang 001 (SIGMOD Conference, 2021)

SONIC: Application-aware Data Passing for Chained Serverless Applications. - Ashraf Mahgoub; Karthick Shankar; Subrata Mitra; Ana Klimovic; Somali Chaterji; Saurabh Bagchi (USENIX ATC, 2021)

How to use Persistent Memory in your Database. - Dimitrios Koutsoukos; Raghav Bhartia; Ana Klimovic; Gustavo Alonso (CoRR, 2021)

Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms. - Dimitrios Koutsoukos; Ingo Müller 002; Renato Marroquín; Ana Klimovic; Gustavo Alonso (Proc. VLDB Endow., 2021)

tf.data: A Machine Learning Data Processing Framework. - Derek Gordon Murray; Jiri Simsa; Ana Klimovic; Ihor Indyk (Proc. VLDB Endow., 2021)

Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines. - Michael Kuchnik; Ana Klimovic; Jiri Simsa; Virginia Smith; George Amvrosiadis (MLSys, 2022)

Cachew: Machine Learning Input Data Processing as a Service. - Dan Graur; Damien Aymon; Dan Kluser; Tanguy Albrici; Chandramohan A. Thekkath; Ana Klimovic (USENIX ATC, 2022)

Short-lived Datacenter. - Michal Wawrzoniak; Ingo Müller 002; Rodrigo Bruno; Ana Klimovic; Gustavo Alonso (CoRR, 2022)

An Elastic Ephemeral Datastore using Cheap, Transient Cloud Resources. - Malte Brodmann; Nikolas Ioannou; Bernard Metzler; Jonas Pfefferle; Ana Klimovic (CoRR, 2022)

A case for disaggregation of ML data processing. - Andrew Audibert; Yang Chen 003; Dan Graur; Ana Klimovic; Jiri Simsa; Chandramohan A. Thekkath (CoRR, 2022)

SHiFT: An Efficient, Flexible Search Engine for Transfer Learning. - Cédric Renggli; Xiaozhe Yao; Luka Kolar; Luka Rimanic; Ana Klimovic; Ce Zhang 001 (Proc. VLDB Endow., 2022)

RAIL: Predictable, Low Tail Latency for NVMe Flash. - Heiner Litz; Javier Gonzalez; Ana Klimovic; Christos Kozyrakis (ACM Trans. Storage, 2022)

tf.data service: A Case for Disaggregating ML Input Data Processing. - Andrew Audibert; Yang Chen 003; Dan Graur; Ana Klimovic; Jirí Simsa; Chandramohan A. Thekkath (SoCC, 2023)

Function as a Function. - Tom Kuchler; Michael Giardino; Timothy Roscoe; Ana Klimovic (SoCC, 2023)

Towards A Platform and Benchmark Suite for Model Training on Dynamic Datasets. - Maximilian Böther; Foteini Strati; Viktor Gsteiger; Ana Klimovic (EuroMLSys@EuroSys, 2023)

Rethinking Serverless Computing: from the Programming Model to the Platform Design. - Gustavo Alonso; Ana Klimovic; Tom Kuchler; Michael Wawrzoniak (VLDB Workshops, 2023)

Ephemeral Per-query Engines for Serverless Analytics. - Michael Wawrzoniak; Rodrigo Bruno; Ana Klimovic; Gustavo Alonso (VLDB Workshops, 2023)

Understanding the Neglected Cost of Serverless Cluster Management. - Lazar Cvetkovic; Rodrigo Fonseca; Ana Klimovic (WORDS@SOSP, 2023)

Enabling In-Vitro Serverless Systems Research. - Dmitrii Ustiugov; Dohyun Park; Lazar Cvetkovic; Mihajlo Djokic; Hongyu Hè; Boris Grot; Ana Klimovic (WORDS@SOSP, 2023)

DeltaZip: Multi-Tenant Language Model Serving via Delta Compression. - Xiaozhe Yao; Ana Klimovic (CoRR, 2023)

Modyn: A Platform for Model Training on Dynamic Datasets With Sample-Level Data Selection. - Maximilian Böther; Viktor Gsteiger; Ties Robroek; Ana Klimovic (CoRR, 2023)

Analyzing Vectorized Hash Tables Across CPU Architectures. - Maximilian Böther; Lawrence Benson; Ana Klimovic; Tilmann Rabl (Proc. VLDB Endow., 2023)

NVM: Is it Not Very Meaningful for Databases? - Dimitrios Koutsoukos; Raghav Bhartia; Michal Friedman 001; Ana Klimovic; Gustavo Alonso (Proc. VLDB Endow., 2023)

Off-the-shelf Data Analytics on Serverless. - Michal Wawrzoniak; Gianluca Moro; Rodrigo Bruno; Ana Klimovic; Gustavo Alonso (CIDR, 2024)

ML Training with Cloud GPU Shortages: Is Cross-Region the Answer? - Foteini Strati; Paul Elvinger; Tolga Kerimoglu; Ana Klimovic (EuroMLSys@EuroSys, 2024)

Orion: Interference-aware, Fine-grained GPU Sharing for ML Applications. - Foteini Strati; Xianzhe Ma; Ana Klimovic (EuroSys, 2024)

DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving. - Foteini Strati; Sara McAllister; Amar Phanishayee; Jakub Tarnawski; Ana Klimovic (ICML, 2024)

Serverless? RISC more! - Roberto Starc; Tom Kuchler; Michael Giardino; Ana Klimovic (SESAME@EuroSys, 2024)

Dirigent: Lightweight Serverless Orchestration. - Lazar Cvetkovic; François Costa; Mihajlo Djokic; Michal Friedman 001; Ana Klimovic (SOSP, 2024)

Pecan: Cost-Efficient ML Data Preprocessing with Automatic Transformation Ordering and Hybrid Placement. - Dan Graur; Oto Mraz; Muyu Li; Mohammad Sepehr Pourghannad; Chandramohan A. Thekkath; Ana Klimovic (USENIX ATC, 2024)

On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions. - Maximilian Böther; Abraham Sebastian; Pranjal Awasthi; Ana Klimovic; Srikumar Ramalingam (CoRR, 2024)

Boxer: FaaSt Ephemeral Elasticity for Off-the-Shelf Cloud Applications. - Michael Wawrzoniak; Rodrigo Bruno; Ana Klimovic; Gustavo Alonso (CoRR, 2024)

Imaginary Machines: A Serverless Model for Cloud Applications. - Michael Wawrzoniak; Rodrigo Bruno; Ana Klimovic; Gustavo Alonso (CoRR, 2024)

HashAttention: Semantic Sparsity for Faster Inference. - Aditya Desai; Shuo Yang; Alejandro Cuadron; Ana Klimovic; Matei Zaharia; Joseph E. Gonzalez; Ion Stoica (CoRR, 2024)

Resource-Efficient Machine Learning (Dagstuhl Seminar 24311). - Oana Balmau; Matthias Boehm 001; Ana Klimovic; Peter R. Pietzuch; Pinar Tözün (Dagstuhl Reports, 2024)

A systematic evaluation of machine learning on serverless infrastructure. - Jiawei Jiang 001; Shaoduo Gan; Bo Du 001; Gustavo Alonso; Ana Klimovic; Ankit Singla; Wentao Wu 001; Sheng Wang 007; Ce Zhang 001 (VLDB J., 2024)

PCcheck: Persistent Concurrent Checkpointing for ML. - Foteini Strati; Michal Friedman 001; Ana Klimovic (ASPLOS (1), 2025)

DeltaZip: Efficient Serving of Multiple Full-Model-Tuned LLMs. - Xiaozhe Yao; Qinghao Hu 004; Ana Klimovic (EuroSys, 2025)

Resource Multiplexing in Tuning and Serving Large Language Models. - Yongjun He 004; Haofeng Yang; Yao Lu; Ana Klimovic; Gustavo Alonso (USENIX ATC, 2025)

Measuring GPU utilization one level deeper. - Paul Elvinger; Foteini Strati; Natalie Enright Jerger; Ana Klimovic (CoRR, 2025)

Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs. - Youhe Jiang; Fangcheng Fu; Xiaozhe Yao; Guoliang He; Xupeng Miao; Ana Klimovic; Bin Cui 001; Binhang Yuan; Eiko Yoneki (CoRR, 2025)

The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks. - Alejandro Cuadron; Dacheng Li; Wenjie Ma; Xingyao Wang 002; Yichuan Wang; Siyuan Zhuang; Shu Liu; Luis Gaspar Schroeder; Tian Xia; Huanzhi Mao; Nicholas Thumiger; Aditya Desai; et al. (CoRR, 2025)

ThunderServe: High-performance and Cost-efficient LLM Serving in Cloud Environments. - Youhe Jiang; Fangcheng Fu; Xiaozhe Yao; Taiyi Wang; Bin Cui 001; Ana Klimovic; Eiko Yoneki (CoRR, 2025)

Mixtera: A Data Plane for Foundation Model Training. - Maximilian Böther; Xiaozhe Yao; Tolga Kerimoglu; Ana Klimovic (CoRR, 2025)

Modyn: Data-Centric Machine Learning Pipeline Orchestration. - Maximilian Böther; Ties Robroek; Viktor Gsteiger; Robin Holzinger; Xianzhe Ma; Pinar Tözün; Ana Klimovic (Proc. ACM Manag. Data, 2025)

Sailor: Automating Distributed Training over Dynamic, Heterogeneous, and Geo-distributed Clusters. - Foteini Strati; Zhendong Zhang; George Manos; Ixeia Sánchez Périz; Qinghao Hu 004; Tiancheng Chen; Berk Buzcu; Song Han 003; Pamela Delgado; Ana Klimovic (CoRR, 2025)

Unlocking True Elasticity for the Cloud-Native Era with Dandelion. - Tom Kuchler; Pinghe Li; Yazhuo Zhang; Lazar Cvetkovic; Boris Goranov; Tobias Stocker; Leon Thomm; Simone Kalbermatter; Tim Notter; Andrea Lattuada 001; Ana Klimovic (CoRR, 2025)

The Case for a New Cloud-Native Programming Model with Pure Functions. - Ana Klimovic (SIGMOD Rec., 2025)