Manish Marwah

Publication Activity (10 Years)

Years Active: 2003-2022
Publications (10 Years): 14

Top Topics

Visual Analytics

Network Traffic

Top Venues

ACM Trans. Cyber Phys. Syst.

Publications

Manish Marwah, Martin F. Arlitt
Deep Learning for Network Traffic Data. KDD (2022)
I-Ta Lee, Manish Marwah, Martin F. Arlitt
Attention-Based Self-Supervised Feature Learning for Security Data. CoRR (2020)
Shengzhe Xu, Manish Marwah, Naren Ramakrishnan
STAN: Synthetic Network Traffic Generation using Autoregressive Neural Models. CoRR (2020)
Xiao Zhang, Manish Marwah, I-Ta Lee, Martin F. Arlitt, Dan Goldwasser
An Anomaly Contribution Explainer for Cyber-Security Applications. CoRR (2019)
Xiao Zhang, Manish Marwah, I-Ta Lee, Martin F. Arlitt, Dan Goldwasser
ACE - An Anomaly Contribution Explainer for Cyber-Security Applications. IEEE BigData (2019)
Nikhil Muralidhar, Mohammad Raihanul Islam, Manish Marwah, Anuj Karpatne, Naren Ramakrishnan
Incorporating Prior Domain Knowledge into Deep Neural Networks. IEEE BigData (2018)
Mijung Kim, Jun Li, Haris Volos, Manish Marwah, Alexander Ulanov, Kimberly Keeton, Joseph Tucek, Lucy Cherkasova, Le Xu, Pradeep Fernando
Sparkle: optimizing spark for large memory machines and analytics. SoCC (2017)
Alexander Ulanov, Manish Marwah, Mijung Kim, Roshan Dathathri, Carlos Zubieta, Jun Li
Sandpiper: Scaling probabilistic inferencing to large scale graphical models. IEEE BigData (2017)
Mijung Kim, Jun Li, Haris Volos, Manish Marwah, Alexander Ulanov, Kimberly Keeton, Joseph Tucek, Lucy Cherkasova, Le Xu, Pradeep Fernando
Sparkle: Optimizing Spark for Large Memory Machines and Analytics. CoRR (2017)
Alexander Ulanov, Andrey Simanovsky, Manish Marwah
Modeling Scalability of Distributed Machine Learning. ICDE (2017)
Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen Bash, Amip Shah
Data Analytics for Managing Power in Commercial Buildings. ACM Trans. Cyber Phys. Syst. 1 (4) (2017)
Aniket Chakrabarti, Manish Marwah, Martin F. Arlitt
Robust Anomaly Detection for Large-Scale Sensor Data. BuildSys@SenSys (2016)
Alexander Ulanov, Andrey Simanovsky, Manish Marwah
Modeling Scalability of Distributed Machine Learning. CoRR (2016)
Martin F. Arlitt, Manish Marwah, Gowtham Bellala, Amip Shah, Jeff Healey, Ben Vandiver
IoTAbench: an Internet of Things Analytics Benchmark. ICPE (2015)
Fei Chen, Tere Gonzalez, Jun Li, Manish Marwah, Jim Pruyne, Krishnamurthy Viswanathan, Mijung Kim
Palette: enabling scalable analytics for big-memory, multicore machines. SIGMOD Conference (2014)
Mahmud Shahriar Hossain, Manish Marwah, Amip Shah, Layne T. Watson, Naren Ramakrishnan
AutoLCA: A Framework for Sustainable Redesign and Assessment of Products. ACM Trans. Intell. Syst. Technol. 5 (2) (2014)
Jingu Kim, Naren Ramakrishnan, Manish Marwah, Amip Shah, Haesun Park
Regularization Paths for Sparse Nonnegative Least Squares Problems with Applications to Life Cycle Assessment Tree Discovery. ICDM (2013)
Ming C. Hao, Manish Marwah, Sebastian Mittelstädt, Halldór Janetzko, Daniel A. Keim, Umeshwar Dayal, Cullen Bash, Carlos J. Felix, Chandrakant D. Patel, Meichun Hsu, Yuan Chen, Michael Hund
Visual analytics of cyber physical data streams using spatio-temporal radial pixel visualization. Visualization and Data Analysis (2013)
Huijuan Shao, Manish Marwah, Naren Ramakrishnan
A Temporal Motif Mining Approach to Unsupervised Energy Disaggregation: Applications to Residential and Commercial Buildings. AAAI (2013)
Gowtham Bellala, Manish Marwah, Amip Shah, Martin F. Arlitt, Cullen Bash
A finite state machine-based characterization of building entities for monitoring and control. BuildSys@SenSys (2012)
Zhenhua Liu, Yuan Chen, Cullen Bash, Adam Wierman, Daniel Gmach, Zhikui Wang, Manish Marwah, Chris Hyser
Renewable and cooling aware workload management for sustainable data centers. SIGMETRICS (2012)
Ming C. Hao, Manish Marwah, Sebastian Mittelstädt, Halldór Janetzko, Daniel A. Keim, Umeshwar Dayal, Cullen Bash, Carlos J. Felix, Chandrakant D. Patel, Meichun Hsu, Yuan Chen
Exploring cyber physical data streams using Radial Pixel Visualizations. IEEE VAST (2012)
Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen Bash
Following the electrons: methods for power management in commercial buildings. KDD (2012)
Ming C. Hao, Manish Marwah, Halldór Janetzko, Umeshwar Dayal, Daniel A. Keim, Debprakash Patnaik, Naren Ramakrishnan, Ratnesh K. Sharma
Visual exploration of frequent patterns in multivariate time series. Inf. Vis. 11 (1) (2012)
Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin F. Arlitt, Manish Marwah
Hybrid resource provisioning for minimizing data center SLA violations and power consumption. Sustain. Comput. Informatics Syst. 2 (2) (2012)
Prithwish Chakraborty, Manish Marwah, Martin F. Arlitt, Naren Ramakrishnan
Fine-Grained Photovoltaic Output Prediction Using a Bayesian Ensemble. AAAI (2012)
Manish Marwah, Amip Shah, Cullen Bash, Chandrakant D. Patel, Naren Ramakrishnan
Using Data Mining to Help Design Sustainable Products. Computer 44 (8) (2011)
Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
Temporal data mining approaches for sustainable chiller management in data centers. ACM Trans. Intell. Syst. Technol. 2 (4) (2011)
Hyungsul Kim, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Jiawei Han
Unsupervised Disaggregation of Low Frequency Power Measurements. SDM (2011)
Gowtham Bellala, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Cullen Bash
Towards an understanding of campus-scale power consumption. BuildSys@SenSys (2011)
Ming C. Hao, Manish Marwah, Halldór Janetzko, Ratnesh Sharma, Daniel A. Keim, Umeshwar Dayal, Debprakash Patnaik, Naren Ramakrishnan
Visualizing frequent patterns in large multivariate time series. Visualization and Data Analysis (2011)
Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah
Discovering Life Cycle Assessment Trees from Impact Factor Databases. AAAI (2011)
Anshul Gandhi, Yuan Chen, Daniel Gmach, Martin F. Arlitt, Manish Marwah
Minimizing data center SLA violations and power consumption via hybrid resource provisioning. IGCC (2011)
Ming C. Hao, Halldór Janetzko, Sebastian Mittelstädt, W. Hill, Umeshwar Dayal, Daniel A. Keim, Manish Marwah, Ratnesh K. Sharma
A Visual Analytics Approach for Peak-Preserving Prediction of Large Seasonal Time Series. Comput. Graph. Forum 30 (3) (2011)
Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
Data Mining for Modeling Chiller Systems in Data Centers. IDA (2010)
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
ASTRO: A tool for dependability evaluation of Data Center infrastructures. SMC (2010)
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
Quantifying the sustainability impact of data center availability. SIGMETRICS Perform. Evaluation Rev. 37 (4) (2010)
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
Impact analysis of maintenance policies on data center power infrastructure. SMC (2010)
Ming C. Hao, Manish Marwah, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Ratnesh K. Sharma, Debprakash Patnaik, Naren Ramakrishnan
Visual analysis of frequent patterns in large time series. IEEE VAST (2010)
Brian J. Watson, Manish Marwah, Daniel Gmach, Yuan Chen, Martin F. Arlitt, Zhikui Wang
Probabilistic performance modeling of virtualized resource allocation. ICAC (2010)
Manish Marwah, Ratnesh K. Sharma, Rocky Shih, Chandrakant D. Patel, Vaibhav Bhatia, Mohandas Mekanapurath, Rajkumar Velumani, Sankaragopal Velayudhan
Data analysis, visualization and knowledge discovery in sustainable data centers. Bangalore Compute Conf. (2009)
Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan
Sustainable operation and management of data center chillers using temporal data mining. KDD (2009)
Chetan Gupta, Song Wang, Ismail Ari, Ming C. Hao, Umeshwar Dayal, Abhay Mehta, Manish Marwah, Ratnesh K. Sharma
CHAOS: A Data Stream Analysis Architecture for Enterprise Applications. CEC (2009)
Manish Marwah, Shivakant Mishra, Christof Fetzer
Enhanced server fault-tolerance for improved user experience. DSN (2008)
Niraj Tolia, Zhikui Wang, Manish Marwah, Cullen Bash, Parthasarathy Ranganathan, Xiaoyun Zhu
Delivering Energy Proportionality with Non Energy-Proportional Systems - Optimizing the Ensemble. HotPower (2008)
Manish Marwah, Shivakant Mishra, Christof Fetzer
Systems Architectures for Transactional Network Interface. HASE (2007)
Manish Marwah, Shivakant Mishra, Christof Fetzer
Fault-tolerant and scalable TCP splice and web server architecture. SRDS (2006)
Manish Marwah, Shivakant Mishra, Christof Fetzer
A System Demonstration of ST-TCP. DSN (2005)
Manish Marwah, David Chavez, Don Gillespie, Vivek Velamala
Efficient, scalable migration of IP telephony calls for enhanced fault-tolerance. ICCCN (2005)
Manish Marwah, Shivakant Mishra, Christof Fetzer
TCP Server Fault Tolerance Using Connection Migration to a Backup Server. DSN (2003)