Ilya Verbitskiy

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 9

Top Topics

Highly Scalable

Resource Management

Efficient Learning

Parallel Execution

Top Venues

UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld

Publications

Lauritz Thamsen, Ilya Verbitskiy, Sasho Nedelkoski, Vinh Thuy Tran, Vinícius Meyer, Miguel G. Xavier, Odej Kao, César A. F. De Rose
Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs. CoRR (2021)
Lauritz Thamsen, Ilya Verbitskiy, Sasho Nedelkoski, Vinh Thuy Tran, Vinícius Meyer, Miguel G. Xavier, Odej Kao, César A. F. De Rose
Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs. Euro-Par Workshops (2019)
Sasho Nedelkoski, Lauritz Thamsen, Ilya Verbitskiy, Odej Kao
Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures. EDGE (2019)
Ilya Verbitskiy, Lauritz Thamsen, Thomas Renner, Odej Kao
CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters. CloudCom (2018)
Gerrit Jansen, Ilya Verbitskiy, Thomas Renner, Lauritz Thamsen
Scheduling Stream Processing Tasks on Geo-Distributed Heterogeneous Resources. IEEE BigData (2018)
Lauritz Thamsen, Thomas Renner, Ilya Verbitskiy, Odej Kao
Adaptive Resource Management for Distributed Data Analytics. TopHPC (2017)
Lauritz Thamsen, Ilya Verbitskiy, Jossekin Beilharz, Thomas Renner, Andreas Polze, Odej Kao
Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets. CloudCom (2017)
Ilya Verbitskiy, Lauritz Thamsen, Odej Kao
When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink. UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld (2016)
Lauritz Thamsen, Ilya Verbitskiy, Florian Schmidt, Thomas Renner, Odej Kao
Selecting resources for distributed dataflow systems according to runtime targets. IPCCC (2016)
Ilya Verbitskiy, Patrick Probst, Andreas Lommatzsch
Development and Evaluation of a Highly Scalable News Recommender System. CLEF (Working Notes) (2015)