Mark Shtern

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 16

Top Topics

Transfer Learning

Adaptive Algorithms

Security Management

Top Venues

ACM Trans. Auton. Adapt. Syst.

Publications

Payal Goyal, Mark Shtern, Sumona Mukhopadhyay, Marin Litoiu
Towards a Differential Privacy Machine Learning Edge-Cloud Architecture - An Experimental Study. CASCON (2022)
Farzin Zaker, Marin Litoiu, Mark Shtern
Formally Verified Scalable Look Ahead Planning For Cloud Resource Management. ACM Trans. Auton. Adapt. Syst. 17 (3-4) (2022)
Nasim Beigi Mohammadi, Mark Shtern, Marin Litoiu
Adaptive Load Management of Web Applications on Software Defined Infrastructure. IEEE Trans. Netw. Serv. Manag. 17 (1) (2020)
Yar Rouf, Joydeep Mukherjee, Marios Fokaefs, Mark Shtern, Justin Le, Marin Litoiu
Rule-based security management system for data-intensive applications. CASCON (2019)
Farzin Zaker, Marin Litoiu, Mark Shtern
Look Ahead Distributed Planning For Application Management In Cloud. CNSM (2019)
Cornel Barna, Marin Litoiu, Marios Fokaefs, Mark Shtern, Joe Wigglesworth
Runtime Performance Management for Cloud Applications with Adaptive Controllers. ICPE (2018)
Mark Shtern, Pedro Casas, Vassilios Tzerpos
Evaluating music mastering quality using machine learning. CASCON (2018)
Nasim Beigi Mohammadi, Mark Shtern, Marin Litoiu
A model-based application autonomic manager with fine granular bandwidth control. CNSM (2017)
Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
Adaptive service management for cloud applications using overlay networks. IM (2017)
Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
Implementation of self-managing applications on cloud using overlay networks. IM (2017)
Mark Shtern, Rabia Ejaz, Vassilios Tzerpos
Transfer learning in neural networks: an experience report. CASCON (2017)
Yar Rouf, Mark Shtern, Marios Fokaefs, Marin Litoiu
A hierarchical architecture for distributed security control of large scale systems. ICSE (Companion Volume) (2017)
Parisa Zoghi, Mark Shtern, Marin Litoiu, Hamoun Ghanbari
Designing Adaptive Applications Deployed on Cloud Environments. ACM Trans. Auton. Adapt. Syst. 10 (4) (2016)
Cornel Barna, Marios Fokaefs, Marin Litoiu, Mark Shtern, Joe Wigglesworth
Cloud Adaptation with Control Theory in Industrial Clouds. IC2E Workshops (2016)
Nasim Beigi Mohammadi, Cornel Barna, Mark Shtern, Hamzeh Khazaei, Marin Litoiu
CAAMP: Completely automated DDoS attack mitigation platform in hybrid clouds. CNSM (2016)
Nasim Beigi Mohammadi, Hamzeh Khazaei, Mark Shtern, Cornel Barna, Marin Litoiu
On Efficiency and Scalability of Software-Defined Infrastructure for Adaptive Applications. ICAC (2016)
Boze Zekan, Mark Shtern, Vassilios Tzerpos
Protecting web applications via Unicode extension. SANER (2015)
Saeed Zareian, Rodrigo Veleda, Marin Litoiu, Mark Shtern, Hamoun Ghanbari, Manish Garg
K-Feed - A Data-Oriented Approach to Application Performance Management in Cloud. CLOUD (2015)
Roni Sandel, Mark Shtern, Marios Fokaefs, Marin Litoiu
Evaluating cluster configurations for big data processing: an exploratory study. MESOCA (2015)
Roni Sandel, Marios Fokaefs, Mark Shtern, Hamzeh Khazei, Marin Litoiu
To default or not to default: exposing limitations to HBase cluster deployers. CASCON (2015)
Cornel Barna, Hamoun Ghanbari, Marin Litoiu, Mark Shtern
Hogna: A Platform for Self-Adaptive Applications in Cloud Environments. SEAMS@ICSE (2015)
Cornel Barna, Mark Shtern, Mike Smit, Hamoun Ghanbari, Marin Litoiu
Model-driven Elasticity and DoS Attack Mitigation in Cloud Environments. ICAC (2014)
Bradley Simmons, Mark Shtern, Marin Litoiu, Michael Smit
Toward a solution for the cloud account delegation problem. CASCON (2014)
Cornel Barna, Mark Shtern, Michael Smit, Vassilios Tzerpos, Marin Litoiu
Mitigating DoS Attacks Using Performance Model-Driven Adaptive Algorithms. ACM Trans. Auton. Adapt. Syst. 9 (1) (2014)
Rizwan Mian, Hamoun Ghanbari, Saeed Zareian, Mark Shtern, Marin Litoiu
A Data Platform for the Highway Traffic Data. MESOCA (2014)
Mark Shtern, Vassilios Tzerpos
Methods for selecting and improving software clustering algorithms. Softw. Pract. Exp. 44 (1) (2014)
Mark Shtern, Michael Smit, Bradley Simmons, Marin Litoiu
A runtime cloud efficiency software quality metric. ICSE Companion (2014)
Mark Shtern, Roni Sandel, Marin Litoiu, Chris Bachalo, Vasileios Theodorou
Towards Mitigation of Low and Slow Application DDoS Attacks. IC2E (2014)
Parisa Zoghi, Mark Shtern, Marin Litoiu
Designing search based adaptive systems: a quantitative approach. SEAMS (2014)
Mark Shtern, Rizwan Mian, Marin Litoiu, Saeed Zareian, Hossam Abdelgawad, Ali Tizghadam
Towards a Multi-cluster Analytical Engine for Transportation Data. ICCAC (2014)
Mark Shtern, Marin Litoiu
A runtime sharing mechanism for Big Data platforms. CNSM (2014)
Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu
Navigating the clouds with a MAP. IM (2013)
Michael Smit, Bradley Simmons, Mark Shtern, Marin Litoiu
Supporting application development with structured queries in the cloud. ICSE (2013)
Michael Smit, Mark Shtern, Bradley Simmons, Marin Litoiu
Enabling an Enhanced Data-as-a-Service Ecosystem. SERVICES (2013)
Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu
Toward an Ecosystem for Precision Sharing of Segmented Big Data. IEEE CLOUD (2013)
Hongbin Lu, Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu
Pattern-Based Deployment Service for Next Generation Clouds. SERVICES (2013)
Mark Shtern, Vassilios Tzerpos
Clustering Methodologies for Software Engineering. Adv. Softw. Eng. 2012 (2012)
Mark Shtern, M. Brandon Haworth, Yana Yunusova, Melanie Baljko, Petros Faloutsos
A Game System for Speech Rehabilitation. MIG (2012)
Mark Shtern, Bradley Simmons, Michael Smit, Marin Litoiu
An architecture for overlaying private clouds on public providers. CNSM (2012)
Cornel Barna, Mark Shtern, Michael Smit, Vassilios Tzerpos, Marin Litoiu
Model-based adaptive DoS attack mitigation. SEAMS (2012)
Michael Smit, Mark Shtern, Bradley Simmons, Marin Litoiu
Partitioning applications for hybrid and federated clouds. CASCON (2012)
Mark Shtern, Vassilios Tzerpos
Evaluating software clustering using multiple simulated authoritative decompositions. ICSM (2011)
Mark Shtern, Vassilios Tzerpos
Factbase and Decomposition Generation. CSMR (2011)
Mark Shtern, Vassilios Tzerpos
On the Comparability of Software Clustering Algorithms. ICPC (2010)
Mark Shtern, Vassilios Tzerpos
Methods for selecting and improving software clustering algorithms. ICPC (2009)
Mark Shtern, Vassilios Tzerpos
Refining clustering evaluation using structure indicators. ICSM (2009)
Mark Shtern, Vassilios Tzerpos
Lossless Comparison of Nested Software Decompositions. WCRE (2007)
Mark Shtern, Vassilios Tzerpos
A Framework for the Comparison of Nested Software Decompositions. WCRE (2004)