Manish Marwah

According to our database, Manish Marwah authored at least 49 papers between 2003 and 2024.

Collaborative distances:

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

2024

Is F₁ Score Suboptimal for Cybersecurity Models? Introducing C_score, a Cost-Aware Alternative for Model Assessment.

Manish Marwah, Asad Narayanan, Stephan Jou, Martin F. Arlitt, Maria Pospelova

CoRR, 2024

2022

Deep Learning for Network Traffic Data.

Manish Marwah, Martin F. Arlitt

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2020

STAN: Synthetic Network Traffic Generation using Autoregressive Neural Models.

Shengzhe Xu, Manish Marwah, Naren Ramakrishnan

CoRR, 2020

Attention-Based Self-Supervised Feature Learning for Security Data.

I-Ta Lee, Manish Marwah, Martin F. Arlitt

CoRR, 2020

2019

An Anomaly Contribution Explainer for Cyber-Security Applications.

Xiao Zhang, Manish Marwah, I-Ta Lee, Martin F. Arlitt, Dan Goldwasser

CoRR, 2019

ACE - An Anomaly Contribution Explainer for Cyber-Security Applications.

Xiao Zhang, Manish Marwah, I-Ta Lee, Martin F. Arlitt, Dan Goldwasser

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

2018

Incorporating Prior Domain Knowledge into Deep Neural Networks.

Nikhil Muralidhar, Mohammad Raihanul Islam, Manish Marwah, Anuj Karpatne, Naren Ramakrishnan

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

Data Analytics for Managing Power in Commercial Buildings.

Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen E. Bash, Amip Shah

ACM Trans. Cyber Phys. Syst., 2017

Modeling Scalability of Distributed Machine Learning.

Alexander Ulanov, Andrey Simanovsky, Manish Marwah

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

Sparkle: optimizing spark for large memory machines and analytics.

Mijung Kim, Jun Li, Haris Volos, Manish Marwah, Alexander Ulanov, Kimberly Keeton, Joseph A. Tucek, Lucy Cherkasova, Le Xu, Pradeep Fernando

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

Sandpiper: Scaling probabilistic inferencing to large scale graphical models.

Alexander Ulanov, Manish Marwah, Mijung Kim, Roshan Dathathri, Carlos Zubieta, Jun Li

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

2016

Robust Anomaly Detection for Large-Scale Sensor Data.

Aniket Chakrabarti, Manish Marwah, Martin F. Arlitt

Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, 2016

2015

IoTAbench: an Internet of Things Analytics Benchmark.

Martin F. Arlitt, Manish Marwah, Gowtham Bellala, Amip Shah, Jeff Healey, Ben Vandiver

Proceedings of the 6th ACM/SPEC International Conference on Performance Engineering, Austin, TX, USA, January 31, 2015

2014

AutoLCA: A Framework for Sustainable Redesign and Assessment of Products.

Mahmud Shahriar Hossain, Manish Marwah, Amip Shah, Layne T. Watson, Naren Ramakrishnan

ACM Trans. Intell. Syst. Technol., 2014

Palette: enabling scalable analytics for big-memory, multicore machines.

Fei Chen, Tere Gonzalez, Jun Li, Manish Marwah, Jim Pruyne, Krishnamurthy Viswanathan, Mijung Kim

Proceedings of the International Conference on Management of Data, 2014

2013

Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization.

Ming C. Hao, Manish Marwah, Sebastian Mittelstädt, Halldór Janetzko, Daniel A. Keim, Umeshwar Dayal, Cullen E. Bash, Carlos J. Felix, Chandrakant D. Patel, Meichun Hsu, Yuan Chen, Michael Hund

Proceedings of the Visualization and Data Analysis 2013, 2013

Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery.

Jingu Kim, Naren Ramakrishnan, Manish Marwah, Amip Shah, Haesun Park

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

A Temporal Motif Mining Approach to Unsupervised Energy Disaggregation: Applications to Residential and Commercial Buildings.

Huijuan Shao, Manish Marwah, Naren Ramakrishnan

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Hybrid resource provisioning for minimizing data center SLA violations and power consumption.

Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin F. Arlitt, Manish Marwah

Sustain. Comput. Informatics Syst., 2012

Visual exploration of frequent patterns in multivariate time series.

Ming C. Hao, Manish Marwah, Halldór Janetzko, Umeshwar Dayal, Daniel A. Keim, Debprakash Patnaik, Naren Ramakrishnan, Ratnesh K. Sharma

Inf. Vis., 2012

Renewable and cooling aware workload management for sustainable data centers.

Zhenhua Liu, Yuan Chen, Cullen E. Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser

Proceedings of the ACM SIGMETRICS/PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems, 2012

A finite state machine-based characterization of building entities for monitoring and control.

Gowtham Bellala, Manish Marwah, Amip Shah, Martin F. Arlitt, Cullen E. Bash

Proceedings of the BuildSys '12 Proceedings of the Fourth ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, 2012

Following the electrons: methods for power management in commercial buildings.

Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen E. Bash

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Exploring cyber physical data streams using Radial Pixel Visualizations.

Ming C. Hao, Manish Marwah, Sebastian Mittelstädt, Halldór Janetzko, Daniel A. Keim, Umeshwar Dayal, Cullen E. Bash, Carlos J. Felix, Chandrakant D. Patel, Meichun Hsu, Yuan Chen

Proceedings of the 7th IEEE Conference on Visual Analytics Science and Technology, 2012

Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble.

Prithwish Chakraborty, Manish Marwah, Martin F. Arlitt, Naren Ramakrishnan

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Temporal data mining approaches for sustainable chiller management in data centers.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

ACM Trans. Intell. Syst. Technol., 2011

Using Data Mining to Help Design Sustainable Products.

Manish Marwah, Amip Shah, Cullen E. Bash, Chandrakant D. Patel, Naren Ramakrishnan

Computer, 2011

A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series.

Ming C. Hao, Halldór Janetzko, Sebastian Mittelstädt, W. Hill, Umeshwar Dayal, Daniel A. Keim, Manish Marwah, Ratnesh K. Sharma

Comput. Graph. Forum, 2011

Visualizing frequent patterns in large multivariate time series.

Ming C. Hao, Manish Marwah, Halldór Janetzko, Ratnesh Sharma, Daniel A. Keim, Umeshwar Dayal, Debprakash Patnaik, Naren Ramakrishnan

Proceedings of the Visualization and Data Analysis 2011, 2011

Towards an understanding of campus-scale power consumption.

Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen E. Bash

Proceedings of the BuildSys 2011, 2011

Unsupervised Disaggregation of Low Frequency Power Measurements.

Hyungsul Kim, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Jiawei Han

Proceedings of the Eleventh SIAM International Conference on Data Mining, 2011

Minimizing data center SLA violations and power consumption via hybrid resource provisioning.

Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin F. Arlitt, Manish Marwah

Proceedings of the 2011 International Green Computing Conference and Workshops, 2011

Discovering Life Cycle Assessment Trees from Impact Factor Databases.

Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Quantifying the sustainability impact of data center availability.

Manish Marwah, Paulo Romero Martins Maciel, Amip Shah, Ratnesh K. Sharma, Tom Christian, Virgílio A. F. Almeida, Carlos Araújo, Erica Sousa, Gustavo Rau de Almeida Callou, Bruno Silva, Sergio Mario Lins Galdino, Jose Paulo Pires

SIGMETRICS Perform. Evaluation Rev., 2010

ASTRO: A tool for dependability evaluation of Data Center infrastructures.

Bruno Silva, Paulo Romero Martins Maciel, Eduardo Antonio Guimarães Tavares, Carlos Araújo, Gustavo Rau de Almeida Callou, Erica Sousa, Nelson Souto Rosa, Manish Marwah, Ratnesh K. Sharma, Amip Shah, Tom Christian, Jose Paulo Pires

Proceedings of the IEEE International Conference on Systems, 2010

Impact analysis of maintenance policies on data center power infrastructure.

Gustavo Rau de Almeida Callou, Erica Sousa, Paulo Romero Martins Maciel, Eduardo Antonio Guimarães Tavares, Carlos Araújo, Bruno Silva, Nelson Souto Rosa, Manish Marwah, Ratnesh K. Sharma, Amip Shah, Tom Christian, Jose Paulo Pires, Fábio S. Magnani

Proceedings of the IEEE International Conference on Systems, 2010

Visual analysis of frequent patterns in large time series.

Ming C. Hao, Manish Marwah, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Ratnesh K. Sharma, Debprakash Patnaik, Naren Ramakrishnan

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Data Mining for Modeling Chiller Systems in Data Centers.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Probabilistic performance modeling of virtualized resource allocation.

Brian J. Watson, Manish Marwah, Daniel Gmach, Yuan Chen, Martin F. Arlitt, Zhikui Wang

Proceedings of the 7th International Conference on Autonomic Computing, 2010

2009

CHAOS: A Data Stream Analysis Architecture for Enterprise Applications.

Chetan Gupta, Song Wang, Ismail Ari, Ming C. Hao, Umeshwar Dayal, Abhay Mehta, Manish Marwah, Ratnesh K. Sharma

Proceedings of the 2009 IEEE Conference on Commerce and Enterprise Computing, 2009

Sustainable operation and management of data center chillers using temporal data mining.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Data analysis, visualization and knowledge discovery in sustainable data centers.

Manish Marwah, Ratnesh K. Sharma, Rocky Shih, Chandrakant D. Patel, Vaibhav Bhatia, Mohandas Mekanapurath, Rajkumar Velumani, Sankaragopal Velayudhan

Proceedings of the 2nd Bangalore Annual Compute Conference, Compute 2009, 2009

2008

Delivering Energy Proportionality with Non Energy-Proportional Systems - Optimizing the Ensemble.

Niraj Tolia, Zhikui Wang, Manish Marwah, Cullen E. Bash, Parthasarathy Ranganathan, Xiaoyun Zhu

Proceedings of the Workshop on Power Aware Computing and Systems, 2008

Enhanced server fault-tolerance for improved user experience.

Manish Marwah, Shivakant Mishra, Christof Fetzer

Proceedings of the 38th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2008

2007

Systems Architectures for Transactional Network Interface.

Manish Marwah, Shivakant Mishra, Christof Fetzer

Proceedings of the Tenth IEEE International Symposium on High Assurance Systems Engineering (HASE 2007), 2007

2006

Fault-tolerant and scalable TCP splice and web server architecture.

Manish Marwah, Shivakant Mishra, Christof Fetzer

Proceedings of the 25th IEEE Symposium on Reliable Distributed Systems (SRDS 2006), 2006

2005

Efficient, scalable migration of IP telephony calls for enhanced fault-tolerance.

Manish Marwah, David Chavez, Don Gillespie, Vivek Velamala

Proceedings of the 14th International Conference On Computer Communications and Networks, 2005

A System Demonstration of ST-TCP.

Manish Marwah, Shivakant Mishra, Christof Fetzer

Proceedings of the 2005 International Conference on Dependable Systems and Networks (DSN 2005), 28 June, 2005

2003

TCP Server Fault Tolerance Using Connection Migration to a Backup Server.

Manish Marwah, Shivakant Mishra, Christof Fetzer

Proceedings of the 2003 International Conference on Dependable Systems and Networks (DSN 2003), 2003