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Herodotos Herodotou
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Starfish: A Self-tuning System for Big Data Analytics.
H Herodotou, H Lim, G Luo, N Borisov, L Dong, FB Cetin, S Babu
Cidr 11 (2011), 261-272, 2011
9172011
Profiling, what-if analysis, and cost-based optimization of mapreduce programs
H Herodotou, S Babu
Proceedings of the VLDB Endowment 4 (11), 1111-1122, 2011
4982011
No one (cluster) size fits all: automatic cluster sizing for data-intensive analytics
H Herodotou, F Dong, S Babu
Proceedings of the 2nd ACM Symposium on Cloud Computing, 1-14, 2011
3332011
Hadoop performance models
H Herodotou
arXiv preprint arXiv:1106.0940, 2011
1992011
Stubby: A transformation-based optimizer for mapreduce workflows
H Lim, H Herodotou, S Babu
arXiv preprint arXiv:1208.0082, 2012
1182012
{PerfIso}: Performance Isolation for Commercial {Latency-Sensitive} Services
C Iorgulescu, R Azimi, Y Kwon, S Elnikety, M Syamala, V Narasayya, ...
2018 USENIX Annual Technical Conference (USENIX ATC 18), 519-532, 2018
852018
A survey on deep learning methods for power load and renewable energy forecasting in smart microgrids
S Aslam, H Herodotou, SM Mohsin, N Javaid, N Ashraf, S Aslam
Renewable and Sustainable Energy Reviews 144, 110992, 2021
822021
Cost-based optimization of configuration parameters and cluster sizing for hadoop
S Babu, H Herodotou
US Patent 9,367,601, 2016
772016
Massively Parallel Databases and MapReduce Systems
S Babu, H Herodotou
Foundations and Trends® in Databases 5, 1-104, 2013
762013
Query optimization techniques for partitioned tables
H Herodotou, N Borisov, S Babu
Proceedings of the 2011 ACM SIGMOD International Conference on Management of …, 2011
742011
RIOT: I/O-efficient numerical computing without SQL
Y Zhang, H Herodotou, J Yang
arXiv preprint arXiv:0909.1766, 2009
702009
Mapreduce programming and cost-based optimization? crossing this chasm with starfish
H Herodotou, F Dong, S Babu
Proceedings of the VLDB Endowment 4 (12), 1446-1449, 2011
642011
Internet of ships: A survey on architectures, emerging applications, and challenges
S Aslam, MP Michaelides, H Herodotou
IEEE Internet of Things journal 7 (10), 9714-9727, 2020
622020
Automated Experiment-Driven Management of (Database) Systems.
S Babu, N Borisov, S Duan, H Herodotou, V Thummala
HotOS, 2009
532009
OctopusFS: A distributed file system with tiered storage management
E Kakoulli, H Herodotou
Proceedings of the 2017 acm international conference on management of data …, 2017
522017
A survey on automatic parameter tuning for big data processing systems
H Herodotou, Y Chen, J Lu
ACM Computing Surveys (CSUR) 53 (2), 1-37, 2020
412020
Speedup your analytics: Automatic parameter tuning for databases and big data systems
J Lu, Y Chen, H Herodotou, S Babu
Proceedings of the VLDB Endowment, 2019
362019
Scalable near real-time failure localization of data center networks
H Herodotou, B Ding, S Balakrishnan, G Outhred, P Fitter
Proceedings of the 20th ACM SIGKDD international conference on Knowledge …, 2014
342014
A What-if Engine for Cost-based MapReduce Optimization.
H Herodotou, S Babu
IEEE Data Eng. Bull. 36 (1), 5-14, 2013
262013
Port-2-port communication enhancing short sea shipping performance: The case study of Cyprus and the Eastern Mediterranean
MP Michaelides, H Herodotou, M Lind, RT Watson
Sustainability 11 (7), 1912, 2019
242019
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