Ioannis Konstantinou

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 28

Top Topics

Social Networking Services

Decision Process

Top Venues

Publications

Nikolaos Chalvantzis, Aristotelis Vontzalidis, Evdokia Kassela, Aris Spyrou, Nikolaos Nikitas, Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris
IW-NET BDA: A Big Data Infrastructure for Predictive and Geotemporal Analytics of Inland Waterways. IEEE Access 12 (2024)
Aris Spyrou, Ioannis Konstantinou, Nectarios Koziris
A Decision Support System for Automated Configuration of Cloud Native ML Pipelines. PerCom Workshops (2024)
Miltiadis Chrysopoulos, Ioannis Konstantinou, Nectarios Koziris
Deep Reinforcement Learning in Cloud Elasticity Through Offline Learning and Return Based Scaling. CLOUD (2023)
Andreas Krisilias, Nikodimos Provatas, Nectarios Koziris, Ioannis Konstantinou
A Performance Evaluation of Distributed Deep Learning Frameworks on CPU Clusters Using Image Classification Workloads. IEEE BigData (2021)
Nikolaos Nikitas, Ioannis Konstantinou, Vana Kalogeraki, Nectarios Koziris
Cherry: A Distributed Task-Aware Shuffle Service for Serverless Analytics. IEEE BigData (2021)
Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris
Is Systematic Data Sharding able to Stabilize Asynchronous Parameter Server Training? IEEE BigData (2021)
Asterios Tsiourvas, Constantinos Bitsakos, Ioannis Konstantinou, Dimitris Fotakis, Nectarios Koziris
A Mechanism Design and Learning Approach for Revenue Maximization on Cloud Dynamic Spot Markets. CLOUD (2021)
Nikodimos Provatas, Evdokia Kassela, Nikolaos Chalvantzis, Anastasios Bakogiannis, Ioannis Giannakopoulos, Nectarios Koziris, Ioannis Konstantinou
SELIS BDA: Big Data Analytics for the Logistics Domain. IEEE BigData (2020)
Nikodimos Provatas, Ioannis Konstantinou, Nectarios Koziris
Towards Faster Distributed Deep Learning Using Data Hashing Techniques. IEEE BigData (2019)
Evdokia Kassela, Ioannis Konstantinou, Nectarios Koziris
Towards a Multi-engine Query Optimizer for Complex SQL Queries on Big Data. IEEE BigData (2019)
Evdokia Kassela, Nikodimos Provatas, Asterios Tsiourvas, Ioannis Konstantinou, Nectarios Koziris
BigOptiBase: Big Data Analytics for Base Station Energy Consumption Optimization. IEEE BigData (2019)
Evdokia Kassela, Nikodimos Provatas, Ioannis Konstantinou, Avrilia Floratou, Nectarios Koziris
General-Purpose vs. Specialized Data Analytics Systems: A Game of ML & SQL Thrones. IEEE BigData (2019)
Athanasios Naskos, Anastasios Gounaris, Ioannis Konstantinou
Elton: A Cloud Resource Scaling-Out Manager for NoSQL Databases. ICDE (2018)
Nikos Zacheilas, Nikolaos Chalvantzis, Ioannis Konstantinou, Vana Kalogeraki, Nectarios Koziris
ORiON: Online ResOurce Negotiator for Multiple Big Data Analytics Frameworks. ICAC (2018)
Ioannis Mytilinis, Constantinos Bitsakos, Katerina Doka, Ioannis Konstantinou, Nectarios Koziris
The Vision of a HeterogeneRous Scheduler. CloudCom (2018)
Ioannis Giannakopoulos, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
Cloud application deployment with transient failure recovery. J. Cloud Comput. 7 (2018)
Constantinos Bitsakos, Ioannis Konstantinou, Nectarios Koziris
DERP: A Deep Reinforcement Learning Cloud System for Elastic Resource Provisioning. CloudCom (2018)
Georgios Touloupas, Ioannis Konstantinou, Nectarios Koziris
RASP: Real-time network analytics with distributed NoSQL stream processing. IEEE BigData (2017)
Thaleia Dimitra Doudali, Ioannis Konstantinou, Nectarios Koziris
Spaten: A spatio-temporal and textual big data generator. IEEE BigData (2017)
Nikolaos Chalvantzis, Ioannis Konstantinou, Nectarios Koziris
BBQ: Elastic MapReduce over Cloud Platforms. CCGrid (2017)
Konstantinos Lolos, Ioannis Konstantinou, Verena Kantere, Nectarios Koziris
Elastic Resource Management with Adaptive State Space Partitioning of Markov Decision Processes. CoRR (2017)
Konstantinos Lolos, Ioannis Konstantinou, Verena Kantere, Nectarios Koziris
Elastic management of cloud applications using adaptive reinforcement learning. IEEE BigData (2017)
Ioannis Giannakopoulos, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
AURA: Recovering from Transient Failures in Cloud Deployments. CCGrid (2017)
Katerina Doka, Ioannis Mytilinis, Ioannis Giannakopoulos, Ioannis Konstantinou, Dimitrios Tsitsigkos, Manolis Terrovitis, Nectarios Koziris
Exploiting Social Networking and Mobile Data for Crisis Detection and Management. ISCRAM-med (2017)
Konstantinos Lolos, Ioannis Konstantinou, Verena Kantere, Nectarios Koziris
Adaptive State Space Partitioning of Markov Decision Processes for Elastic Resource Management. ICDE (2017)
Konstantinos Lolos, Ioannis Konstantinou, Verena Kantere, Nectarios Koziris
Rethinking reinforcement learning for cloud elasticity. SoCC (2017)
Ioannis Giannakopoulos, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
Recovering from Cloud Application Deployment Failures Through Re-execution. ALGOCLOUD (2016)
Aggelos Kiayias, Ioannis Konstantinou, Alexander Russell, Bernardo David, Roman Oliynykov
A Provably Secure Proof-of-Stake Blockchain Protocol. IACR Cryptol. ePrint Arch. 2016 (2016)
Dimitrios Sarlis, Nikolaos Papailiou, Ioannis Konstantinou, Georgios Smaragdakis, Nectarios Koziris
Datix: A System for Scalable Network Analytics. Comput. Commun. Rev. 45 (5) (2015)
Ioannis Mytilinis, Ioannis Giannakopoulos, Ioannis Konstantinou, Katerina Doka, Dimitrios Tsitsigkos, Manolis Terrovitis, Lampros Giampouras, Nectarios Koziris
MoDisSENSE: A Distributed Spatio-Temporal and Textual Processing Platform for Social Networking Services. SIGMOD Conference (2015)
Evie Kassela, Ioannis Konstantinou, Nectarios Koziris
A Generic Architecture for Scalable and Highly Available Content Serving Applications in the Cloud. NCCA (2015)
Athanasios Naskos, Emmanouela Stachtiari, Anastasios Gounaris, Panagiotis Katsaros, Dimitrios Tsoumakos, Ioannis Konstantinou, Spyros Sioutas
Dependable Horizontal Scaling Based on Probabilistic Model Checking. CCGRID (2015)
Athanasios Naskos, Emmanouela Stachtiari, Anastasios Gounaris, Panagiotis Katsaros, Dimitrios Tsoumakos, Ioannis Konstantinou, Spyros Sioutas
Cloud elasticity using probabilistic model checking. CoRR (2014)
Nikolaos Papailiou, Dimitrios Tsoumakos, Ioannis Konstantinou, Panagiotis Karras, Nectarios Koziris
RDF+: an efficient data management system for big RDF graphs. SIGMOD Conference (2014)
Nikolaos Papailiou, Dimitrios Tsoumakos, Ioannis Konstantinou, Panagiotis Karras, Nectarios Koziris
Scalable Indexing and Adaptive Querying of RDF Data in the cloud. SWIM (2014)
Evie Kassela, Christina Boumpouka, Ioannis Konstantinou, Nectarios Koziris
Automated workload-aware elasticity of NoSQL clusters in the cloud. IEEE BigData (2014)
Ioannis Mytilinis, Ioannis Giannakopoulos, Ioannis Konstantinou, Katerina Doka, Nectarios Koziris
MoDisSENSE: A distributed platform for social networking services over mobile devices. IEEE BigData (2014)
Ioannis Giannakopoulos, Nikolaos Papailiou, Christos Mantas, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
CELAR: Automated application elasticity platform. IEEE BigData (2014)
Nikolaos Papailiou, Ioannis Konstantinou, Dimitrios Tsoumakos, Panagiotis Karras, Nectarios Koziris
H2RDF+: High-performance distributed joins over large-scale RDF graphs. IEEE BigData (2013)
Ioannis Konstantinou, Verena Kantere, Dimitrios Tsoumakos, Nectarios Koziris
COCCUS: self-configured cost-based query services in the cloud. SIGMOD Conference (2013)
Dimitrios Tsoumakos, Ioannis Konstantinou, Christina Boumpouka, Spyros Sioutas, Nectarios Koziris
Automated, Elastic Resource Provisioning for NoSQL Clusters Using TIRAMOLA. CCGRID (2013)
Ioannis Konstantinou, Dimitrios Tsoumakos, Ioannis Mytilinis, Nectarios Koziris
DBalancer: distributed load balancing for NoSQL data-stores. SIGMOD Conference (2013)
Susanne Preuß, Hajo Keffer, Paul Schmidt, Georgios I. Goumas, Athanasia Asiki, Ioannis Konstantinou
User Adaptation in a Hybrid MT System - Feeding User Corrections into Synchronous Grammars and System Dictionaries. TSD (2012)
Ioannis Konstantinou, Evangelos Angelou, Dimitrios Tsoumakos, Christina Boumpouka, Nectarios Koziris, Spyros Sioutas
TIRAMOLA: elastic nosql provisioning through a cloud management platform. SIGMOD Conference (2012)
Ioannis Konstantinou, Evangelos Floros, Nectarios Koziris
Public vs private cloud usage costs: the StratusLab case. CloudCP@EuroSys (2012)
Panagiotis Antonopoulos, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
Efficient Updates for Web-Scale Indexes over the Cloud. ICDE Workshops (2012)
Nikolaos Papailiou, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
H2RDF: adaptive query processing on RDF data in the cloud. WWW (Companion Volume) (2012)
Evangelos Angelou, Nikolaos Papailiou, Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
Automatic scaling of selective SPARQL joins using the TIRAMOLA system. SWIM (2012)
Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
Fast and Cost-Effective Online Load-Balancing in Distributed Range-Queriable Systems. IEEE Trans. Parallel Distributed Syst. 22 (8) (2011)
Ioannis Konstantinou, Evangelos Angelou, Christina Boumpouka, Dimitrios Tsoumakos, Nectarios Koziris
On the elasticity of NoSQL databases over cloud management platforms. CIKM (2011)
Ioannis Konstantinou, Evangelos Angelou, Dimitrios Tsoumakos, Nectarios Koziris
Distributed indexing of web scale datasets for the cloud. MDAC@WWW (2010)
Dimitrios Dimitriadis, A. Metallinou, Ioannis Konstantinou, Georgios I. Goumas, Petros Maragos, Nectarios Koziris
GridNews: A distributed automatic Greek broadcast transcription system. ICASSP (2009)
Athanasia Asiki, Katerina Doka, Ioannis Konstantinou, Antonis Zissimos, Dimitrios Tsoumakos, Nectarios Koziris, Panayotis Tsanakas
A grid middleware for data management exploiting peer-to-peer techniques. Future Gener. Comput. Syst. 25 (4) (2009)
Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
Measuring the Cost of Online Load-Balancing in Distributed Range-Queriable Systems. Peer-to-Peer Computing (2009)
Ioannis Konstantinou, Dimitrios Tsoumakos, Nectarios Koziris
PASS It ON (PASSION): An Adaptive Online Load-Balancing Algorithm for Distributed Range-Query Specialized Systems. OTM Workshops (2008)