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Ana Klimovic
Person information
- affiliation: ETH Zurich, Switzerland
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2020 – today
- 2024
- [j10]Jiawei Jiang
, Shaoduo Gan, Bo Du, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Sheng Wang, Ce Zhang:
A systematic evaluation of machine learning on serverless infrastructure. VLDB J. 33(2): 425-449 (2024) - [c28]Michal Wawrzoniak, Gianluca Moro, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Off-the-shelf Data Analytics on Serverless. CIDR 2024 - [c27]Foteini Strati
, Paul Elvinger
, Tolga Kerimoglu
, Ana Klimovic
:
ML Training with Cloud GPU Shortages: Is Cross-Region the Answer? EuroMLSys@EuroSys 2024: 107-116 - [c26]Foteini Strati
, Xianzhe Ma
, Ana Klimovic
:
Orion: Interference-aware, Fine-grained GPU Sharing for ML Applications. EuroSys 2024: 1075-1092 - [c25]Foteini Strati, Sara McAllister, Amar Phanishayee, Jakub Tarnawski, Ana Klimovic:
DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving. ICML 2024 - [c24]Roberto Starc
, Tom Kuchler
, Michael Giardino
, Ana Klimovic
:
Serverless? RISC more! SESAME@EuroSys 2024: 15-24 - [c23]Dan Graur, Oto Mraz, Muyu Li, Mohammad Sepehr Pourghannad, Chandramohan A. Thekkath, Ana Klimovic:
Pecan: Cost-Efficient ML Data Preprocessing with Automatic Transformation Ordering and Hybrid Placement. USENIX ATC 2024: 649-665 - [i15]Maximilian Böther, Abraham Sebastian, Pranjal Awasthi, Ana Klimovic, Srikumar Ramalingam:
On Distributed Larger-Than-Memory Subset Selection With Pairwise Submodular Functions. CoRR abs/2402.16442 (2024) - [i14]Foteini Strati, Sara McAllister, Amar Phanishayee, Jakub Tarnawski, Ana Klimovic:
DéjàVu: KV-cache Streaming for Fast, Fault-tolerant Generative LLM Serving. CoRR abs/2403.01876 (2024) - [i13]Lazar Cvetkovic, François Costa, Mihajlo Djokic, Michal Friedman, Ana Klimovic:
Dirigent: Lightweight Serverless Orchestration. CoRR abs/2404.16393 (2024) - [i12]Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Boxer: FaaSt Ephemeral Elasticity for Off-the-Shelf Cloud Applications. CoRR abs/2407.00832 (2024) - [i11]Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Imaginary Machines: A Serverless Model for Cloud Applications. CoRR abs/2407.00839 (2024) - 2023
- [j9]Dimitrios Koutsoukos, Raghav Bhartia, Michal Friedman
, Ana Klimovic, Gustavo Alonso:
NVM: Is it Not Very Meaningful for Databases? Proc. VLDB Endow. 16(10): 2444-2457 (2023) - [j8]Maximilian Böther, Lawrence Benson, Ana Klimovic, Tilmann Rabl:
Analyzing Vectorized Hash Tables Across CPU Architectures. Proc. VLDB Endow. 16(11): 2755-2768 (2023) - [c22]Tom Kuchler
, Michael Giardino
, Timothy Roscoe
, Ana Klimovic
:
Function as a Function. SoCC 2023: 81-92 - [c21]Andrew Audibert
, Yang Chen
, Dan Graur
, Ana Klimovic
, Jirí Simsa, Chandramohan A. Thekkath
:
tf.data service: A Case for Disaggregating ML Input Data Processing. SoCC 2023: 358-375 - [c20]Maximilian Böther
, Foteini Strati
, Viktor Gsteiger
, Ana Klimovic
:
Towards A Platform and Benchmark Suite for Model Training on Dynamic Datasets. EuroMLSys@EuroSys 2023: 8-17 - [c19]Gustavo Alonso, Ana Klimovic, Tom Kuchler, Michael Wawrzoniak:
Rethinking Serverless Computing: from the Programming Model to the Platform Design. VLDB Workshops 2023 - [c18]Michael Wawrzoniak, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Ephemeral Per-query Engines for Serverless Analytics. VLDB Workshops 2023 - [c17]Dmitrii Ustiugov
, Dohyun Park
, Lazar Cvetkovic
, Mihajlo Djokic
, Hongyu Hè
, Boris Grot
, Ana Klimovic
:
Enabling In-Vitro Serverless Systems Research. WORDS@SOSP 2023: 1-7 - [c16]Lazar Cvetkovic
, Rodrigo Fonseca
, Ana Klimovic
:
Understanding the Neglected Cost of Serverless Cluster Management. WORDS@SOSP 2023: 22-28 - [i10]Xiaozhe Yao, Ana Klimovic:
DeltaZip: Multi-Tenant Language Model Serving via Delta Compression. CoRR abs/2312.05215 (2023) - [i9]Maximilian Böther, Viktor Gsteiger, Ties Robroek, Ana Klimovic:
Modyn: A Platform for Model Training on Dynamic Datasets With Sample-Level Data Selection. CoRR abs/2312.06254 (2023) - 2022
- [j7]Cédric Renggli, Xiaozhe Yao, Luka Kolar, Luka Rimanic, Ana Klimovic, Ce Zhang:
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning. Proc. VLDB Endow. 16(2): 304-316 (2022) - [j6]Heiner Litz, Javier Gonzalez, Ana Klimovic
, Christos Kozyrakis:
RAIL: Predictable, Low Tail Latency for NVMe Flash. ACM Trans. Storage 18(1): 5:1-5:21 (2022) - [c15]Michael Kuchnik, Ana Klimovic
, Jiri Simsa, Virginia Smith, George Amvrosiadis:
Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines. MLSys 2022 - [c14]Dan Graur, Damien Aymon, Dan Kluser, Tanguy Albrici, Chandramohan A. Thekkath, Ana Klimovic:
Cachew: Machine Learning Input Data Processing as a Service. USENIX ATC 2022: 689-706 - [i8]Michal Wawrzoniak, Ingo Müller, Rodrigo Bruno, Ana Klimovic, Gustavo Alonso:
Short-lived Datacenter. CoRR abs/2202.06646 (2022) - [i7]Cédric Renggli, Xiaozhe Yao, Luka Kolar, Luka Rimanic, Ana Klimovic
, Ce Zhang:
SHiFT: An Efficient, Flexible Search Engine for Transfer Learning. CoRR abs/2204.01457 (2022) - [i6]Malte Brodmann, Nikolas Ioannou, Bernard Metzler, Jonas Pfefferle, Ana Klimovic:
An Elastic Ephemeral Datastore using Cheap, Transient Cloud Resources. CoRR abs/2205.11261 (2022) - [i5]Andrew Audibert, Yang Chen, Dan Graur, Ana Klimovic
, Jiri Simsa, Chandramohan A. Thekkath:
A case for disaggregation of ML data processing. CoRR abs/2210.14826 (2022) - 2021
- [j5]Derek Gordon Murray, Jiri Simsa, Ana Klimovic
, Ihor Indyk:
tf.data: A Machine Learning Data Processing Framework. Proc. VLDB Endow. 14(12): 2945-2958 (2021) - [j4]Dimitrios Koutsoukos, Ingo Müller, Renato Marroquín, Ana Klimovic
, Gustavo Alonso:
Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms. Proc. VLDB Endow. 14(13): 3308-3321 (2021) - [c13]Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic
, Ankit Singla, Wentao Wu, Ce Zhang:
Towards Demystifying Serverless Machine Learning Training. SIGMOD Conference 2021: 857-871 - [c12]Ashraf Mahgoub, Karthick Shankar, Subrata Mitra, Ana Klimovic
, Somali Chaterji, Saurabh Bagchi:
SONIC: Application-aware Data Passing for Chained Serverless Applications. USENIX ATC 2021: 285-301 - [i4]Derek Gordon Murray, Jiri Simsa, Ana Klimovic, Ihor Indyk:
tf.data: A Machine Learning Data Processing Framework. CoRR abs/2101.12127 (2021) - [i3]Jiawei Jiang, Shaoduo Gan, Yue Liu, Fanlin Wang, Gustavo Alonso, Ana Klimovic, Ankit Singla, Wentao Wu, Ce Zhang:
Towards Demystifying Serverless Machine Learning Training. CoRR abs/2105.07806 (2021) - [i2]Michael Kuchnik, Ana Klimovic, Jiri Simsa, George Amvrosiadis, Virginia Smith:
Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines. CoRR abs/2111.04131 (2021) - [i1]Dimitrios Koutsoukos, Raghav Bhartia, Ana Klimovic, Gustavo Alonso:
How to use Persistent Memory in your Database. CoRR abs/2112.00425 (2021) - 2020
- [c11]Ashraf Mahgoub, Alexander Medoff, Rakesh Kumar, Subrata Mitra, Ana Klimovic
, Somali Chaterji, Saurabh Bagchi:
OPTIMUSCLOUD: Heterogeneous Configuration Optimization for Distributed Databases in the Cloud. USENIX ATC 2020: 189-203
2010 – 2019
- 2019
- [j3]Ana Klimovic
, Yawen Wang, Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle, Christos Kozyrakis:
Pocket: Elastic Ephemeral Storage for Serverless Analytics. login Usenix Mag. 44(1) (2019) - [c10]Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle, Ana Klimovic
, Adrian Schüpbach, Bernard Metzler:
Unification of Temporary Storage in the NodeKernel Architecture. USENIX ATC 2019: 767-782 - 2018
- [c9]Aleksander Maricq, Dmitry Duplyakin, Ivo Jimenez, Carlos Maltzahn, Ryan Stutsman, Robert Ricci, Ana Klimovic:
Taming Performance Variability. OSDI 2018: 409-425 - [c8]Ana Klimovic
, Yawen Wang, Patrick Stuedi, Animesh Trivedi, Jonas Pfefferle, Christos Kozyrakis:
Pocket: Elastic Ephemeral Storage for Serverless Analytics. OSDI 2018: 427-444 - [c7]Ana Klimovic
, Heiner Litz, Christos Kozyrakis:
Selecta: Heterogeneous Cloud Storage Configuration for Data Analytics. USENIX ATC 2018: 759-773 - [c6]Ana Klimovic
, Yawen Wang, Christos Kozyrakis, Patrick Stuedi, Jonas Pfefferle, Animesh Trivedi:
Understanding Ephemeral Storage for Serverless Analytics. USENIX ATC 2018: 789-794 - 2017
- [j2]Adam Belay, George Prekas, Mia Primorac, Ana Klimovic
, Samuel Grossman, Christos Kozyrakis, Edouard Bugnion:
The IX Operating System: Combining Low Latency, High Throughput, and Efficiency in a Protected Dataplane. ACM Trans. Comput. Syst. 34(4): 11:1-11:39 (2017) - [j1]Adam Belay, George Prekas, Mia Primorac, Ana Klimovic, Samuel Grossman, Christos Kozyrakis, Edouard Bugnion:
Corrigendum to "The IX Operating System: Combining Low Latency, High Throughput and Efficiency in a Protected Dataplane". ACM Trans. Comput. Syst. 35(3): 10:1 (2017) - [c5]Ana Klimovic
, Heiner Litz, Christos Kozyrakis:
ReFlex: Remote Flash ≈ Local Flash. ASPLOS 2017: 345-359 - [c4]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:
Understanding Rack-Scale Disaggregated Storage. HotStorage 2017 - 2016
- [c3]Ana Klimovic
, Christos Kozyrakis, Eno Thereska, Binu John, Sanjeev Kumar:
Flash storage disaggregation. EuroSys 2016: 29:1-29:15 - 2014
- [c2]Adam Belay, George Prekas, Ana Klimovic
, Samuel Grossman, Christos Kozyrakis, Edouard Bugnion:
IX: A Protected Dataplane Operating System for High Throughput and Low Latency. OSDI 2014: 49-65 - 2013
- [c1]Ana Klimovic
, Jason Helge Anderson:
Bitwidth-optimized hardware accelerators with software fallback. FPT 2013: 136-143
Coauthor Index
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last updated on 2024-09-02 20:28 CEST by the dblp team
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