Ioannis Konstantinou

Proceedings of the IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events, 2024

2023

Deep Reinforcement Learning in Cloud Elasticity Through Offline Learning and Return Based Scaling.

[BibT_eX]

[DOI]

Miltiadis Chrysopoulos

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2021

Is Systematic Data Sharding able to Stabilize Asynchronous Parameter Server Training?

[BibT_eX]

[DOI]

Nikodimos Provatas

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

Cherry: A Distributed Task-Aware Shuffle Service for Serverless Analytics.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

A Performance Evaluation of Distributed Deep Learning Frameworks on CPU Clusters Using Image Classification Workloads.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

A Mechanism Design and Learning Approach for Revenue Maximization on Cloud Dynamic Spot Markets.

[BibT_eX]

[DOI]

Asterios Tsiourvas

Constantinos Bitsakos

Dimitris Fotakis

Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020

SELIS BDA: Big Data Analytics for the Logistics Domain.

[BibT_eX]

[DOI]

Nikodimos Provatas

Evdokia Kassela

Nikolaos Chalvantzis

Anastasios Bakogiannis

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Towards Faster Distributed Deep Learning Using Data Hashing Techniques.

[BibT_eX]

[DOI]

Nikodimos Provatas

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

BigOptiBase: Big Data Analytics for Base Station Energy Consumption Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL Thrones.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

Towards a Multi-engine Query Optimizer for Complex SQL Queries on Big Data.

[BibT_eX]

[DOI]

Evdokia Kassela

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Cloud application deployment with transient failure recovery.

[BibT_eX]

[DOI]

J. Cloud Comput., 2018

Elton: A Cloud Resource Scaling-Out Manager for NoSQL Databases.

[BibT_eX]

[DOI]

Athanasios Naskos

Anastasios Gounaris

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

ORiON: Online ResOurce Negotiator for Multiple Big Data Analytics Frameworks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Autonomic Computing, 2018

The Vision of a HeterogeneRous Scheduler.

[BibT_eX]

[DOI]

Constantinos Bitsakos

Katerina Doka

Proceedings of the 2018 IEEE International Conference on Cloud Computing Technology and Science, 2018

DERP: A Deep Reinforcement Learning Cloud System for Elastic Resource Provisioning.

[BibT_eX]

[DOI]

Constantinos Bitsakos

Proceedings of the 2018 IEEE International Conference on Cloud Computing Technology and Science, 2018

2017

Elastic Resource Management with Adaptive State Space Partitioning of Markov Decision Processes.

[BibT_eX]

[DOI]

CoRR, 2017

Exploiting Social Networking and Mobile Data for Crisis Detection and Management.

[BibT_eX]

[DOI]

Katerina Doka

Proceedings of the Information Systems for Crisis Response and Management in Mediterranean Countries, 2017

Adaptive State Space Partitioning of Markov Decision Processes for Elastic Resource Management.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Rethinking reinforcement learning for cloud elasticity.

[BibT_eX]

[DOI]

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

AURA: Recovering from Transient Failures in Cloud Deployments.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

BBQ: Elastic MapReduce over Cloud Platforms.

[BibT_eX]

[DOI]

Nikolaos Chalvantzis

Proceedings of the 17th IEEE/ACM International Symposium on Cluster, 2017

RASP: Real-time network analytics with distributed NoSQL stream processing.

[BibT_eX]

[DOI]

Georgios Touloupas

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Elastic management of cloud applications using adaptive reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Spaten: A spatio-temporal and textual big data generator.

[BibT_eX]

[DOI]

Thaleia Dimitra Doudali

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016

A Provably Secure Proof-of-Stake Blockchain Protocol.

[BibT_eX]

[DOI]

IACR Cryptol. ePrint Arch., 2016

Recovering from Cloud Application Deployment Failures Through Re-execution.

[BibT_eX]

[DOI]

Proceedings of the Algorithmic Aspects of Cloud Computing - Second International Workshop, 2016

2015

Datix: A System for Scalable Network Analytics.

[BibT_eX]

[DOI]

Comput. Commun. Rev., 2015

MoDisSENSE: A Distributed Spatio-Temporal and Textual Processing Platform for Social Networking Services.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

A Generic Architecture for Scalable and Highly Available Content Serving Applications in the Cloud.

[BibT_eX]

[DOI]

Evie Kassela

Proceedings of the Fourth IEEE Symposium on Network Cloud Computing and Applications, 2015

Dependable Horizontal Scaling Based on Probabilistic Model Checking.

[BibT_eX]

[DOI]

Athanasios Naskos

Emmanouela Stachtiari

Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

2014

Cloud elasticity using probabilistic model checking.

[BibT_eX]

[DOI]

Athanasios Naskos

Emmanouela Stachtiari

CoRR, 2014

Scalable Indexing and Adaptive Querying of RDF Data in the cloud.

[BibT_eX]

[DOI]

Proceedings of the Sixth Workshop on Semantic Web Information Management, 2014

H<sub>2</sub>RDF+: an efficient data management system for big RDF graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

MoDisSENSE: A distributed platform for social networking services over mobile devices.

[BibT_eX]

[DOI]

Katerina Doka

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

Automated workload-aware elasticity of NoSQL clusters in the cloud.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

CELAR: Automated application elasticity platform.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Big Data (IEEE BigData 2014), 2014

2013

DBalancer: distributed load balancing for NoSQL data-stores.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

COCCUS: self-configured cost-based query services in the cloud.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Automated, Elastic Resource Provisioning for NoSQL Clusters Using TIRAMOLA.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE/ACM International Symposium on Cluster, 2013

H2RDF+: High-performance distributed joins over large-scale RDF graphs.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

H2RDF: adaptive query processing on RDF data in the cloud.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

User Adaptation in a Hybrid MT System - Feeding User Corrections into Synchronous Grammars and System Dictionaries.

[BibT_eX]

[DOI]

Proceedings of the Text, Speech and Dialogue - 15th International Conference, 2012

TIRAMOLA: elastic nosql provisioning through a cloud management platform.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Automatic scaling of selective SPARQL joins using the TIRAMOLA system.

[BibT_eX]

[DOI]

Proceedings of the 4th International Workshop on Semantic Web Information Management, 2012

Efficient Updates for Web-Scale Indexes over the Cloud.

[BibT_eX]

[DOI]

Panagiotis Antonopoulos

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Public vs private cloud usage costs: the StratusLab case.

[BibT_eX]

[DOI]

Evangelos Floros

Proceedings of the 2nd International Workshop on Cloud Computing Platforms, 2012

2011

Fast and Cost-Effective Online Load-Balancing in Distributed Range-Queriable Systems.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

On the elasticity of NoSQL databases over cloud management platforms.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010

Distributed indexing of web scale datasets for the cloud.

[BibT_eX]

[DOI]

Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud, 2010

2009

A grid middleware for data management exploiting peer-to-peer techniques.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2009

Measuring the Cost of Online Load-Balancing in Distributed Range-Queriable Systems.

[BibT_eX]

[DOI]

Proceedings of the Proceedings P2P 2009, 2009

GridNews: A distributed automatic Greek broadcast transcription system.

[BibT_eX]

[DOI]

Dimitrios Dimitriadis

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

PASS It ON (PASSION): An Adaptive Online Load-Balancing Algorithm for Distributed Range-Query Specialized Systems.

[BibT_eX]

[DOI]