Mark Leznik

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Systematic Evaluation

Data Generation

Top Venues

ICPE (Companion)

Publications

André Bauer, Simon Trapp, Michael Stenger, Robert Leppich, Samuel Kounev, Mark Leznik, Kyle Chard, Ian T. Foster
Comprehensive Exploration of Synthetic Data Generation: A Survey. CoRR (2024)
André Bauer, Mark Leznik, Michael Stenger, Robert Leppich, Nikolas Herbst, Samuel Kounev, Ian T. Foster
Telescope: An Automated Hybrid Forecasting Approach on a Level-Playing Field. CoRR (2023)
André Bauer, Martin Straesser, Mark Leznik, Lukas Beierlieb, Marius Hadry, Nathaniel Hudson, Kyle Chard, Samuel Kounev, Ian T. Foster
Searching for the Ground Truth: Assessing the Similarity of Benchmarking Runs. ICPE (Companion) (2023)
Mark Leznik, Md Shahriar Iqbal, Igor Trubin, Arne Lochner, Pooyan Jamshidi, André Bauer
Change Point Detection for MongoDB Time Series Performance Regression. ICPE (Companion) (2022)
Mark Leznik, Arne Lochner, Stefan Wesner, Jörg Domaschka
[SoK] The Great GAN Bake Off, An Extensive Systematic Evaluation of Generative Adversarial Network Architectures for Time Series Synthesis. J. Syst. Res. 2 (1) (2022)
André Bauer, Mark Leznik, Md Shahriar Iqbal, Daniel Seybold, Igor Trubin, Benjamin Erb, Jörg Domaschka, Pooyan Jamshidi
SPEC Research - Introducing the Predictive Data Analytics Working Group: Poster Paper. ICPE (Companion) (2022)
Mark Leznik, Johannes Grohmann, Nina Kliche, André Bauer, Daniel Seybold, Simon Eismann, Samuel Kounev, Jörg Domaschka
Same, Same, but Dissimilar: Exploring Measurements for Workload Time-series Similarity. ICPE (2022)
Mark Leznik, Patrick Michalsky, Peter Willis, Benjamin Schanzel, Per-Olov Östberg, Jörg Domaschka
Multivariate Time Series Synthesis Using Generative Adversarial Networks. ICPE (2021)
Jörg Domaschka, Mark Leznik, Daniel Seybold, Simon Eismann, Johannes Grohmann, Samuel Kounev
Buzzy: Towards Realistic DBMS Benchmarking via Tailored, Representative, Synthetic Workloads: Vision Paper. ICPE (Companion) (2021)
Johannes Grohmann, Daniel Seybold, Simon Eismann, Mark Leznik, Samuel Kounev, Jörg Domaschka
Baloo: Measuring and Modeling the Performance Configurations of Distributed DBMS. MASCOTS (2020)
Thang Le Duc, Mark Leznik, Jörg Domaschka, Per-Olov Östberg
Workload Diffusion Modeling for Distributed Applications in Fog/Edge Computing Environments. ICPE (2020)
Geir Horn, Tomasz Przezdziek, Monika Büscher, Salvatore Venticinque, Rocco Aversa, Beniamino Di Martino, Antonio Esposito, Pawel Skrzypek, Mark Leznik
An Event-Driven Multi Agent System for Scalable Traffic Optimization. AINA Workshops (2020)
Mark Leznik, Simon Volpert, Frank Griesinger, Daniel Seybold, Jörg Domaschka
Done Yet? A Critical Introspective of the Cloud Management Toolbox. ICE/ITMC (2018)