Mark Shtern

According to our database, Mark Shtern authored at least 47 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Formally Verified Scalable Look Ahead Planning For Cloud Resource Management.

Farzin Zaker, Marin Litoiu, Mark Shtern

ACM Trans. Auton. Adapt. Syst., December, 2022

Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study.

Payal Goyal, Mark Shtern, Sumona Mukhopadhyay, Marin Litoiu

Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022

2020

Adaptive Load Management of Web Applications on Software Defined Infrastructure.

Nasim Beigi Mohammadi, Mark Shtern, Marin Litoiu

IEEE Trans. Netw. Serv. Manag., 2020

2019

Look Ahead Distributed Planning For Application Management In Cloud.

Farzin Zaker, Marin Litoiu, Mark Shtern

Proceedings of the 15th International Conference on Network and Service Management, 2019

Rule-based security management system for data-intensive applications.

Yar Rouf, Joydeep Mukherjee, Marios Fokaefs, Mark Shtern, Justin Le, Marin Litoiu

Proceedings of the 29th Annual International Conference on Computer Science and Software Engineering, 2019

2018

Runtime Performance Management for Cloud Applications with Adaptive Controllers.

Cornel Barna, Marin Litoiu, Marios Fokaefs, Mark Shtern, Joe Wigglesworth

Proceedings of the 2018 ACM/SPEC International Conference on Performance Engineering, 2018

Evaluating music mastering quality using machine learning.

Mark Shtern, Pedro Casas, Vassilios Tzerpos

Proceedings of the 28th Annual International Conference on Computer Science and Software Engineering, 2018

2017

Implementation of self-managing applications on cloud using overlay networks.

Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Adaptive service management for cloud applications using overlay networks.

Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

A hierarchical architecture for distributed security control of large scale systems.

Yar Rouf, Mark Shtern, Marios Fokaefs, Marin Litoiu

Proceedings of the 39th International Conference on Software Engineering, 2017

A model-based application autonomic manager with fine granular bandwidth control.

Nasim Beigi Mohammadi, Mark Shtern, Marin Litoiu

Proceedings of the 13th International Conference on Network and Service Management, 2017

Transfer learning in neural networks: an experience report.

Mark Shtern, Rabia Ejaz, Vassilios Tzerpos

Proceedings of the 27th Annual International Conference on Computer Science and Software Engineering, 2017

2016

Designing Adaptive Applications Deployed on Cloud Environments.

Parisa Zoghi, Mark Shtern, Marin Litoiu, Hamoun Ghanbari

ACM Trans. Auton. Adapt. Syst., 2016

On Efficiency and Scalability of Software-Defined Infrastructure for Adaptive Applications.

Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu

Proceedings of the 2016 IEEE International Conference on Autonomic Computing, 2016

Cloud Adaptation with Control Theory in Industrial Clouds.

Cornel Barna, Marios Fokaefs, Marin Litoiu, Mark Shtern, Joe Wigglesworth

Proceedings of the 2016 IEEE International Conference on Cloud Engineering Workshop, 2016

CAAMP: Completely automated DDoS attack mitigation platform in hybrid clouds.

Nasim Beigi Mohammadi, Cornel Barna, Mark Shtern, Hamzeh Khazaei, Marin Litoiu

Proceedings of the 12th International Conference on Network and Service Management, 2016

2015

Protecting web applications via Unicode extension.

Boze Zekan, Mark Shtern, Vassilios Tzerpos

Proceedings of the 22nd IEEE International Conference on Software Analysis, 2015

Evaluating cluster configurations for big data processing: an exploratory study.

Roni Sandel, Mark Shtern, Marios Fokaefs, Marin Litoiu

Proceedings of the 9th IEEE International Symposium on the Maintenance and Evolution of Service-Oriented and Cloud-Based Environments, 2015

Hogna: A Platform for Self-Adaptive Applications in Cloud Environments.

Cornel Barna, Hamoun Ghanbari, Marin Litoiu, Mark Shtern

Proceedings of the 10th IEEE/ACM International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2015

To default or not to default: exposing limitations to HBase cluster deployers.

Roni Sandel, Marios Fokaefs, Mark Shtern, Hamzeh Khazei, Marin Litoiu

Proceedings of 25th Annual International Conference on Computer Science and Software Engineering, 2015

K-Feed - A Data-Oriented Approach to Application Performance Management in Cloud.

Saeed Zareian, Rodrigo Veleda, Marin Litoiu, Mark Shtern, Hamoun Ghanbari, Manish Garg

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Mitigating DoS Attacks Using Performance Model-Driven Adaptive Algorithms.

Cornel Barna, Mark Shtern, Michael Smit, Vassilios Tzerpos, Marin Litoiu

ACM Trans. Auton. Adapt. Syst., 2014

Methods for selecting and improving software clustering algorithms.

Mark Shtern, Vassilios Tzerpos

Softw. Pract. Exp., 2014

A Data Platform for the Highway Traffic Data.

Rizwan Mian, Hamoun Ghanbari, Saeed Zareian, Mark Shtern, Marin Litoiu

Proceedings of the 8th IEEE International Symposium on the Maintenance and Evolution of Service-Oriented and Cloud-Based Systems, 2014

Designing search based adaptive systems: a quantitative approach.

Parisa Zoghi, Mark Shtern, Marin Litoiu

Proceedings of the 9th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2014

A runtime cloud efficiency software quality metric.

Mark Shtern, Michael Smit, Bradley Simmons, Marin Litoiu

Proceedings of the 36th International Conference on Software Engineering, 2014

Towards a Multi-cluster Analytical Engine for Transportation Data.

Mark Shtern, Rizwan Mian, Marin Litoiu, Saeed Zareian, Hossam Abdelgawad, Ali Tizghadam

Proceedings of the 2014 International Conference on Cloud and Autonomic Computing, 2014

Model-driven Elasticity and DoS Attack Mitigation in Cloud Environments.

Cornel Barna, Mark Shtern, Mike Smit, Hamoun Ghanbari, Marin Litoiu

Proceedings of the 11th International Conference on Autonomic Computing, 2014

Towards Mitigation of Low and Slow Application DDoS Attacks.

Mark Shtern, Roni Sandel, Marin Litoiu, Chris Bachalo, Vasileios Theodorou

Proceedings of the 2014 IEEE International Conference on Cloud Engineering, 2014

A runtime sharing mechanism for Big Data platforms.

Mark Shtern, Marin Litoiu

Proceedings of the 10th International Conference on Network and Service Management, 2014

Toward a solution for the cloud account delegation problem.

Bradley Simmons, Mark Shtern, Marin Litoiu, Michael Smit

Proceedings of 24th Annual International Conference on Computer Science and Software Engineering, 2014

2013

Enabling an Enhanced Data-as-a-Service Ecosystem.

Michael Smit, Mark Shtern, Bradley Simmons, Marin Litoiu

Proceedings of the IEEE Ninth World Congress on Services, 2013

Pattern-Based Deployment Service for Next Generation Clouds.

Hongbin Lu, Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu

Proceedings of the IEEE Ninth World Congress on Services, 2013

Navigating the clouds with a MAP.

Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Supporting application development with structured queries in the cloud.

Michael Smit, Bradley Simmons, Mark Shtern, Marin Litoiu

Proceedings of the 35th International Conference on Software Engineering, 2013

Toward an Ecosystem for Precision Sharing of Segmented Big Data.

Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu

Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012

Clustering Methodologies for Software Engineering.

Mark Shtern, Vassilios Tzerpos

Adv. Softw. Eng., 2012

A Game System for Speech Rehabilitation.

Mark Shtern, M. Brandon Haworth, Yana Yunusova, Melanie Baljko, Petros Faloutsos

Proceedings of the Motion in Games - 5th International Conference, 2012

Model-based adaptive DoS attack mitigation.

Cornel Barna, Mark Shtern, Michael Smit, Vassilios Tzerpos, Marin Litoiu

Proceedings of the 7th International Symposium on Software Engineering for Adaptive and Self-Managing Systems, 2012

An architecture for overlaying private clouds on public providers.

Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu

Proceedings of the 8th International Conference on Network and Service Management, 2012

Partitioning applications for hybrid and federated clouds.

Michael Smit, Mark Shtern, Bradley Simmons, Marin Litoiu

Proceedings of the Center for Advanced Studies on Collaborative Research, 2012

2011

Evaluating software clustering using multiple simulated authoritative decompositions.

Mark Shtern, Vassilios Tzerpos

Proceedings of the IEEE 27th International Conference on Software Maintenance, 2011

Factbase and Decomposition Generation.

Mark Shtern, Vassilios Tzerpos

Proceedings of the 15th European Conference on Software Maintenance and Reengineering, 2011

2010

On the Comparability of Software Clustering Algorithms.

Mark Shtern, Vassilios Tzerpos

Proceedings of the 18th IEEE International Conference on Program Comprehension, 2010

2009

Refining clustering evaluation using structure indicators.

Mark Shtern, Vassilios Tzerpos

Proceedings of the 25th IEEE International Conference on Software Maintenance (ICSM 2009), 2009

2007

Lossless Comparison of Nested Software Decompositions.

Mark Shtern, Vassilios Tzerpos

Proceedings of the 14th Working Conference on Reverse Engineering (WCRE 2007), 2007

2004

A Framework for the Comparison of Nested Software Decompositions.

Mark Shtern, Vassilios Tzerpos

Proceedings of the 11th Working Conference on Reverse Engineering, 2004