This page is the authoritative list of my publications. You can also find details on Google Scholar and DBLP.

GroupBERT: Enhanced Transformer Architecture with Efficient Grouped Structures
I. Chelombiev, D. Justus, D. Orr, A. Dietrich, F. Gressmann, A. Koliousis and C. Luschi
arXiv:2106.05822 [cs.CL] June 2021
arxiv
LightSaber: Efficient window aggregation on multi-core processors
G. Theodorakis, A. Koliousis, P. Pietzuch, and H. Pirk
Proceedings of the 2020 ACM SIGMOD Conference on Management of Data (SIGMOD'20) June 2020 Pages 2505—2521
conference
Adaptive distributed training of deep learning models
L. Mai, G. Li, A.-O. Brabete, A. Koliousis, and P. Pietzuch
Workshop on AI Systems at SOSP 2019 (AISys'19) October 2019
workshop
Crossbow: Scaling deep learning with small batch sizes on multi-GPU servers
A. Koliousis, P. Watcharapichat, M. Weidlich, L. Mai, P. Costa, and P. Pietzuch
Proceedings of the VLDB Endowment, Volume 12, Number 11 July 2019 Pages 1399—1412
conference
Taming hyper-parameters in deep learning systems
L. Mai, A. Koliousis, G. Li, A.-O. Brabete, and P. Pietzuch
ACM SIGOPS Operating Systems Review, Volume 53, Number 1 July 2019 Pages 52—58
journal
Hammer Slide: Work- and CPU-efficient streaming window aggregation
G. Theodorakis, A. Koliousis, P. Pietzuch, and H. Pirk
9th International Workshop on Accelerating Analytics and Data Management Systems Using Modern Processor and Storage Architectures (ADMS'18) August 2018
workshop
Crossbow: Scaling deep learning on multi-GPU servers
A. Koliousis, P. Watcharapichat, M. Weidlich, P. Costa, and P. Pietzuch
Inaugural SysML Conference 2018 (SysML'18) February 2018
poster
The HARNESS platform: A hardware- and network-enhanced software system for cloud computing
J. Coutinho, M. Stillwell, K. Argyraki, G. Ioannidis, A. Iordache, C. Kleineweber, A. Koliousis, J. McGlone, G. Pierre, C. Ragusa, P. Sanders, T. Schutt, T. Yu, and A. Wolf
In Software Architecture for Big Data and the Cloud, I. Mistrik, R. Bahsoon, N. Ali, M. Heisel, and B. Maxim (Eds.). Morgan Kaufmann, Boston, USA 2017 Pages 323—351
book chapter
Saber: Window-based hybrid stream processing for heterogeneous architectures
A. Koliousis, M. Weildich, R. C. Fernandez, A. Wolf, P. Costa, and P. Pietzuch.
Proceedings of the 2016 ACM SIGMOD Conference on Management of Data (SIGMOD'16) June 2016 Pages 555—569
conference
The Saber system for window-based hybrid stream processing with GPGPUs: demo
A. Koliousis, M. Weildich, R. C. Fernandez, A. Wolf, P. Costa, and P. Pietzuch
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems (DEBS '16) June 2016 Pages 354—357
demo
UDRF: Multi-resource fairness for complex jobs with placement constraints
Y. Tahir, S. Yang, A. Koliousis, and J. McCann.
Proceedings of the 2015 IEEE Global Communications Conference (GLOBECOM'15) December 2015 Pages 1—7
conference
Real-time verification of wireless home networks using bigraphs with sharing
M. Calder, A. Koliousis, M. Sevegnani, and J. Sventek
Science of Computer Programming, Volume 80, Part B February 2014 Pages 288—310
journal
Unification of publish/subscribe systems and stream databases: The impact on complex event processing
J. Sventek and A. Koliousis
Proceedings of the 13th International Middleware Conference (Middleware'12) December 2012 Pages 292—311
proceedings
Homework: Putting interaction into the infrastructure
R. Mortier, T. Rodden, P. Tolmie, T. Lodge, R. Spencer, A. Crabtree, J. Sventek, and A. Koliousis
Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology (UIST'12) October 2012 Pages 197—206
conference
Glasgow automata illustrated: DEBS grand challenge
A. Koliousis and J. Sventek
Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems (DEBS'12) July 2012 Pages 353—358
conference
best grand challenge award
The SCC and SICSA multi-core challenge
W. P. Cockshott and A. Koliousis
Proceedings of the 4th Many-core Applications Research Community Symposium (MARC'12), Peter Tröger and Andreas Polze (Eds.) January 2012 Pages 49—54
conference
Control and understanding: Owning your home network
R. Mortier, T. Rodden, T. Lodge, D. McAuley, C. Rotsos, A. Moore, A. Koliousis, and J. Sventek
Proceedings of the 4th International Conference on Communication Systems and Networks (COMSNETS'12) January 2012 Pages 1—10
conference
Supporting novel home network management interfaces with OpenFlow and NOX
R. Mortier, B. Bedwell, K. Glover, T. Lodge, T. Rodden, C. Rotsos, A. Moore, A. Koliousis, and J. Sventek
Proceedings of the ACM SIGCOMM 2011 Conference (SIGCOMM '11) August 2011 Pages 464—465.
demo
An Information plane architecture supporting home network management
J. Sventek, A. Koliousis, O. Sharma, N. Dulay, D. Pediaditakis, M. Sloman, T. Rodden, T. Lodge, B. Bedwell, K. Glover, and R. Mortier
Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management (IM'11) May 2011 Pages 1—8
conference
An elementary proposition on the dynamic routing problem in wireless networks of sensors
A. Koliousis
Ph.D. Dissertation, University of Glasgow June 2010
dissertation
A Trustworthy mobile agent infrastructure for network management
A. Koliousis and J. Sventek
Proceedings of the 10th IFIP/IEEE International Symposium on Integrated Network Management (IM'07) May 2007 Pages 383—390
conference
Proactive vs reactive routing for wireless sensor networks
A. Koliousis and J. Sventek
TR-2007-293, School of Computing Science, University of Glasgow, Glasgow, UK 2007
technical report
Management of networked sensor systems
A. Koliousis and J. Sventek
TR-2007-231, School of Computing Science, University of Glasgow, Glasgow, UK 2007
technical report
Playing strategies in the game of Blackjack: An overall approach through mathematical analysis and simulation
A. Koliousis, V. Kostoglou, and V. Vitsas
In Proceedings of the EURO XIX/INFORMS Joint International Meeting July 2003
abstract; presentation