Ana Klimovic

According to our database, Ana Klimovic authored at least 47 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A systematic evaluation of machine learning on serverless infrastructure.

Jiawei Jiang, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang

VLDB J., 2024

Imaginary Machines: A Serverless Model for Cloud Applications.

Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso

CoRR, 2024

Boxer: FaaSt Ephemeral Elasticity for Off-the-Shelf Cloud Applications.

Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso

CoRR, 2024

On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions.

Maximilian Böther, Abraham Sebastian, Pranjal Awasthi, Ana Klimovic, Srikumar Ramalingam

CoRR, 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

Proceedings of the 2024 USENIX Annual Technical Conference, 2024

Dirigent: Lightweight Serverless Orchestration.

Lazar Cvetkovic, François Costa, Mihajlo Djokic, Michal Friedman, Ana Klimovic

Proceedings of the ACM SIGOPS 30th Symposium on Operating Systems Principles, 2024

Serverless? RISC more!

Roberto Starc, Tom Kuchler, Michael Giardino, Ana Klimovic

Proceedings of the 2nd Workshop on SErverless Systems, Applications and MEthodologies, 2024

DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving.

Foteini Strati, Sara McAllister, Amar Phanishayee, Jakub Tarnawski, Ana Klimovic

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Orion: Interference-aware, Fine-grained GPU Sharing for ML Applications.

Foteini Strati, Xianzhe Ma, Ana Klimovic

Proceedings of the Nineteenth European Conference on Computer Systems, 2024

ML Training with Cloud GPU Shortages: Is Cross-Region the Answer?

Foteini Strati, Paul Elvinger, Tolga Kerimoglu, Ana Klimovic

Proceedings of the 4th Workshop on Machine Learning and Systems, 2024

Off-the-shelf Data Analytics on Serverless.

Michal Wawrzoniak, Gianluca Moro, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso

Proceedings of the 14th Conference on Innovative Data Systems Research, 2024

2023

NVM: Is it Not Very Meaningful for Databases?

Dimitrios Koutsoukos, Raghav Bhartia, Michal Friedman, Ana Klimovic, Gustavo Alonso

Proc. VLDB Endow., 2023

Analyzing Vectorized Hash Tables Across CPU Architectures.

Maximilian Böther, Lawrence Benson, Ana Klimovic, Tilmann Rabl

Proc. VLDB Endow., 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

DeltaZip: Multi-Tenant Language Model Serving via Delta Compression.

Xiaozhe Yao, Ana Klimovic

CoRR, 2023

Enabling In-Vitro Serverless Systems Research.

Dmitrii Ustiugov, Dohyun Park, Lazar Cvetkovic, Mihajlo Djokic, Hongyu Hè, Boris Grot, Ana Klimovic

Proceedings of the 4th Workshop on Resource Disaggregation and Serverless, 2023

Understanding the Neglected Cost of Serverless Cluster Management.

Lazar Cvetkovic, Rodrigo Fonseca, Ana Klimovic

Proceedings of the 4th Workshop on Resource Disaggregation and Serverless, 2023

Ephemeral Per-query Engines for Serverless Analytics.

Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Rethinking Serverless Computing: from the Programming Model to the Platform Design.

Gustavo Alonso, Ana Klimovic, Tom Kuchler, Michael Wawrzoniak

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Towards A Platform and Benchmark Suite for Model Training on Dynamic Datasets.

Maximilian Böther, Foteini Strati, Viktor Gsteiger, Ana Klimovic

Proceedings of the 3rd Workshop on Machine Learning and Systems, 2023

Function as a Function.

Tom Kuchler, Michael Giardino, Timothy Roscoe, Ana Klimovic

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

tf.data service: A Case for Disaggregating ML Input Data Processing.

Andrew Audibert, Yang Chen, Dan Graur, Ana Klimovic, Jirí Simsa, Chandramohan A. Thekkath

Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022

RAIL: Predictable, Low Tail Latency for NVMe Flash.

Heiner Litz, Javier Gonzalez, Ana Klimovic, Christos Kozyrakis

ACM Trans. Storage, 2022

SHiFT: An Efficient, Flexible Search Engine for Transfer Learning.

Cédric Renggli, Xiaozhe Yao, Luka Kolar, Luka Rimanic, Ana Klimovic, Ce Zhang

Proc. VLDB Endow., 2022

A case for disaggregation of ML data processing.

Andrew Audibert, Yang Chen, Dan Graur, Ana Klimovic, Jiri Simsa, Chandramohan A. Thekkath

CoRR, 2022

An Elastic Ephemeral Datastore using Cheap, Transient Cloud Resources.

Malte Brodmann, Nikolas Ioannou, Bernard Metzler, Jonas Pfefferle, Ana Klimovic

CoRR, 2022

Short-lived Datacenter.

Michal Wawrzoniak, Ingo Müller, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso

CoRR, 2022

Cachew: Machine Learning Input Data Processing as a Service.

Dan Graur, Damien Aymon, Dan Kluser, Tanguy Albrici, Chandramohan A. Thekkath, Ana Klimovic

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines.

Michael Kuchnik, Ana Klimovic, Jiri Simsa, Virginia Smith, George Amvrosiadis

Proceedings of the Fifth Conference on Machine Learning and Systems, 2022

2021

tf.data: A Machine Learning Data Processing Framework.

Derek Gordon Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk

Proc. VLDB Endow., 2021

Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms.

Dimitrios Koutsoukos, Ingo Müller, Renato Marroquín, Ana Klimovic, Gustavo Alonso

Proc. VLDB Endow., 2021

How to use Persistent Memory in your Database.

Dimitrios Koutsoukos, Raghav Bhartia, Ana Klimovic, Gustavo Alonso

CoRR, 2021

SONIC: Application-aware Data Passing for Chained Serverless Applications.

Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2021 USENIX Annual Technical Conference, 2021

Towards Demystifying Serverless Machine Learning Training.

Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

2020

OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud.

Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic, Somali Chaterji, Saurabh Bagchi

Proceedings of the 2020 USENIX Annual Technical Conference, 2020

2019

Pocket: Elastic Ephemeral Storage for Serverless Analytics.

Ana Klimovic, Yawen Wang, Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle, Christos Kozyrakis

login Usenix Mag., 2019

Unification of Temporary Storage in the NodeKernel Architecture.

Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle, Ana Klimovic, Adrian Schüpbach, Bernard Metzler

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

2018

Understanding Ephemeral Storage for Serverless Analytics.

Ana Klimovic, Yawen Wang, Christos Kozyrakis, Patrick Stuedi, Jonas Pfefferle, Animesh Trivedi

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Selecta: Heterogeneous Cloud Storage Configuration for Data Analytics.

Ana Klimovic, Heiner Litz, Christos Kozyrakis

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Taming Performance Variability.

Aleksander Maricq, Dmitry Duplyakin, Ivo Jimenez, Carlos Maltzahn, Ryan Stutsman, Robert Ricci, Ana Klimovic

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

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

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

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, Antony I. T. Rowstron

Proceedings of the 9th USENIX Workshop on Hot Topics in Storage and File Systems, 2017

ReFlex: Remote Flash ≈ Local Flash.

Ana Klimovic, Heiner Litz, Christos Kozyrakis

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

Flash storage disaggregation.

Ana Klimovic, Christos Kozyrakis, Eno Thereska, Binu John, Sanjeev Kumar

Proceedings of the Eleventh European Conference on Computer Systems, 2016

2014

IX: A Protected Dataplane Operating System for High Throughput and Low Latency.

Adam Belay, George Prekas, Ana Klimovic, Samuel Grossman, Christos Kozyrakis, Edouard Bugnion

Proceedings of the 11th USENIX Symposium on Operating Systems Design and Implementation, 2014

2013

Bitwidth-optimized hardware accelerators with software fallback.

Ana Klimovic, Jason Helge Anderson

Proceedings of the 2013 International Conference on Field-Programmable Technology, 2013