Publications

Ali Pinar, (2021). SECURE: Science and Engineering of Cyber security by Uncertainty quantification and Rigorous Experimentation https://doi.org/10.2172/1899515 Publication ID: 76817

Ojas Parekh, Yipu Wang, Yang Ho, Cynthia Phillips, Ali Pinar, James Aimone, William Severa, (2021). Neuromorphic Graph Algorithms https://doi.org/10.2172/1829422 Publication ID: 76679

Daniel Mayes, Thomas Tarman, Ali Pinar, (2021). CESoS ’21 Workshop https://doi.org/10.2172/1892444 Publication ID: 76268

Ali Pinar, Thomas Tarman, Laura Swiler, Jared Gearhart, Derek Hart, Eric Vugrin, Gerardo Cruz, Bryan Arguello, Gianluca Geraci, Bert Debusschere, Seth Hanson, Alexander Outkin, Jamie Thorpe, William Hart, Meghan Sahakian, Kasimir Gabert, Casey Glatter, Emma Johnson, She?ifa Punla-Green, (2021). Science and Engineering of Cybersecurity by Uncertainty quantification and Rigorous Experimentation (SECURE) (Final Report) https://doi.org/10.2172/1821322 Publication ID: 75817

Ali Pinar, Thomas Tarman, Laura Swiler, Jared Gearhart, Derek Hart, Eric Vugrin, Gerardo Cruz, Bryan Arguello, Gianluca Geraci, Bert Debusschere, Seth Hanson, Alexander Outkin, Jamie Thorpe, William Hart, Meghan Sahakian, Kasimir Gabert, Casey Glatter, Emma Johnson, She?ifa Punla-Green, (2021). Science & Engineering of Cyber Security by Uncertainty Quantification and Rigorous Experimentation (SECURE) HANDBOOK https://doi.org/10.2172/1820527 Publication ID: 75697

Ali Pinar, (2021). SECURE Advisory Board Meeting https://www.osti.gov/servlets/purl/1886189 Publication ID: 75485

Kasimir Gabert, Ali Pinar, Ümit Çatalyürek, (2021). A Unifying Framework to Identify Dense Subgraphs on Streams: Graph Nuclei to Hypergraph Cores WSDM 2021 – Proceedings of the 14th ACM International Conference on Web Search and Data Mining https://doi.org/10.1145/3437963.3441790 Publication ID: 75140

Kasimir Gabert, Kaan Sancak, M. Ozkaya, Ali Pinar, Umit Catalyurek, (2021). ElGA: Elastic and Scalable Dynamic Graph Analysis https://doi.org/10.1145/3458817.3480857 Publication ID: 79833

James Aimone, Yang Ho, Ojas Parekh, Cynthia Phillips, Ali Pinar, William Severa, Yipu Wang, (2021). Provable advantages for graph algorithms in spiking neural networks Annual ACM Symposium on Parallelism in Algorithms and Architectures https://doi.org/10.1145/3409964.3461813 Publication ID: 78648

Kasimir Gabert, Ali Pinar, Umit Catalyurek, (2021). Shared-Memory Scalable k-Core Maintenance on Dynamic Graphs and Hypergraphs 2021 IEEE International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2021 – In conjunction with IEEE IPDPS 2021 https://doi.org/10.1109/IPDPSW52791.2021.00158 Publication ID: 77625

James Aimone, Yang Ho, Ojas Parekh, Cynthia Phillips, Ali Pinar, William Severa, Yipu Wang, (2021). Provable Advantages for Graph Algorithms in Spiking Neural Networks https://doi.org/10.2172/1890920 Publication ID: 78930

Alexander Outkin, Patricia Schulz, Timothy Schulz, Thomas Tarman, Ali Pinar, (2021). Defender Policy Evaluation and Resource Allocation against MITRE ATT&CK Data and Evaluations https://doi.org/10.2172/1821969 Publication ID: 79070

Ali Pinar, (2021). Rigorous Cyber Experimentation for Science of Security https://www.osti.gov/servlets/purl/1870571 Publication ID: 78632

Kasimir Gabert, Ali Pinar, Umit Catalyurek, (2021). Shared-Memory Scalable k-Core Maintenance on Dynamic Graphs and Hypergraphs https://doi.org/10.2172/1868002 Publication ID: 78416

Ali Pinar, (2021). Cyber Security: A New Front for Computational Science and Engineering https://www.osti.gov/servlets/purl/1855566 Publication ID: 77590

Fulton Wang, Ali Pinar, (2021). The Multiple Instance Learning Gaussian Process Probit Model https://www.osti.gov/servlets/purl/1847472 Publication ID: 77360

Kasimir Gabert, Ali Pinar, Umit Catalyurek, (2021). A Unifying Framework to Identify Dense Subgraphs on Streams: Graph Nuclei to Hypergraph Cores https://doi.org/10.2172/1847578 Publication ID: 77376

Kasimir Gabert, Ali Pinar, Umit Catalyurek, (2021). A Unifying Framework to Identify Dense Subgraphs on Streams: Graph Nuclei to Hypergraph Cores https://doi.org/10.2172/1843747 Publication ID: 75237

Yusuf Ozkaya, Erdem Sariyuce, Umit Catalyurek, Ali Pinar, (2020). Active Betweenness Cardinality: Algorithms and Applications https://doi.org/10.2172/1733256 Publication ID: 54460

Kasimir Gabert, Ali Pinar, Umit Catalyurek, (2020). Finding Dense Areas of Massive Changing Graphs https://doi.org/10.2172/1830901 Publication ID: 71703

Fulton Wang, Ali Pinar, (2020). Developing an Active Learning algorithm for learning Bayesian classifiers under the Multiple Instance Learning scenario https://doi.org/10.2172/1821545 Publication ID: 71290

Eric Vugrin, Gerardo Cruz, Christian Reedy, Thomas Tarman, Ali Pinar, (2020). Cyber Threat Modeling & Validation: Port Scanning & Detection https://www.osti.gov/servlets/purl/1819038 Publication ID: 74746

James Aimone, Yang Ho, Ojas Parekh, Cynthia Phillips, Ali Pinar, William Severa, Yipu Wang, (2020). Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths https://www.osti.gov/servlets/purl/1814114 Publication ID: 74560

James Aimone, Yang Ho, Ojas Parekh, Cynthia Phillips, Ali Pinar, William Severa, Yipu Wang, (2020). Brief Announcement: Provable neuromorphic advantages for computing constrained shortest paths https://www.osti.gov/servlets/purl/1808434 Publication ID: 74074

Yusuf Ozkaya, Fatih Balin, Ali Pinar, Umit Çatalyürek, (2020). A scalable graph generation algorithm to sample over a given shell distribution https://doi.org/10.1109/IPDPSW50202.2020.00051 Publication ID: 74103

Kasimir Gabert, Ali Pinar, Dylan Anderson, (2020). Extracting Stable Community Information on Relational Data https://www.osti.gov/servlets/purl/1776523 Publication ID: 73237

Eric Vugrin, Gerardo Cruz, Christian Reedy, Thomas Tarman, Ali Pinar, (2020). Cyber Threat Modeling and Validation: Port Scanning and Detection https://www.osti.gov/servlets/purl/1770277 Publication ID: 72971

Ali Pinar, (2020). Rigorous Cyber Experimentation for Security of Cyber Physical Systems https://www.osti.gov/servlets/purl/1766675 Publication ID: 72555

Kasimir Gabert, Ali Pinar, (2020). Extracting Stable Community Information on Relational Data https://www.osti.gov/servlets/purl/1766746 Publication ID: 72607

Ricky Laishram, Ahmet Sariyüce, Tina Eliassi-Rad, Ali Pinar, Sucheta Soundarajan, (2020). Residual core maximization: An efficient algorithm for maximizing the size of the k-core Proceedings of the 2020 SIAM International Conference on Data Mining, SDM 2020 https://doi.org/10.1137/1.9781611976236.37 Publication ID: 72585

Ali Pinar, Zachary Benz, Andrea Castillo, Bill Hart, Laura Swiler, Thomas Tarman, (2019). SECURE: An Evidence-based Approach to Cyber Experimentation Proceedings – 2019 Resilience Week, RWS 2019 https://doi.org/10.1109/RWS47064.2019.8971976 Publication ID: 66023

Fulton Wang, Jaideep Ray, Ali Pinar, (2019). Multiple Instance Learning: Application to Seismic Event Detection and Open Problems https://www.osti.gov/servlets/purl/1646086 Publication ID: 65724

Jeremy Wendt, William Kegelmeyer, Ali Pinar, Timothy Shead, Gary Saavedra, Cosmin Safta, Joseph Bertino, (2019). Data Analytics are Powerful — Handle with Care https://www.osti.gov/servlets/purl/1642746 Publication ID: 65481

Leanne Whitmore, Bernard Nguyen, Ali Pinar, Anthe George, Corey Hudson, (2019). RetSynth: Determining all optimal and sub-optimal synthetic pathways that facilitate synthesis of target compounds in chassis organisms BMC Bioinformatics https://doi.org/10.1186/s12859-019-3025-9 Publication ID: 70454

James Aimone, Ojas Parekh, Cynthia Phillips, Ali Pinar, William Severa, Helen Xu, (2019). Dynamic Programming with Spiking Neural Computing https://doi.org/10.1145/3354265.3354285 Publication ID: 70516

James Aimone, Ali Pinar, Ojas Parekh, William Severa, Cynthia Phillips, Helen Xu, (2019). Dynamic programming with spiking neural computing ACM International Conference Proceeding Series https://doi.org/10.1145/3354265.3354285 Publication ID: 70018

Fulton Wang, Ali Pinar, (2019). Interpretable Sequence Classification via Sparse Multiple Instance Learning https://www.osti.gov/servlets/purl/1641183 Publication ID: 69780

Fulton Wang, Ali Pinar, (2019). Multiple Instance Learning https://www.osti.gov/servlets/purl/1645324 Publication ID: 68829

Ali Pinar, (2019). SECURE: An Evidence-based Approach to Cybersecurity– Technical Overview https://www.osti.gov/biblio/1644958 Publication ID: 68235

Ali Pinar, (2019). SECURE Overview https://www.osti.gov/biblio/1644977 Publication ID: 68271

Ali Pinar, (2019). SECURE: An Evidence-based Approach to Cybersecurity https://www.osti.gov/servlets/purl/1648758 Publication ID: 68290

Ali Pinar, (2018). Inferring Graph Properties with Limited Access to the Graph https://www.osti.gov/servlets/purl/1761096 Publication ID: 60437

William Kegelmeyer, Jeremy Wendt, Ali Pinar, (2018). An Example of Counter-Adversarial Community Detection Analysis https://doi.org/10.2172/1481570 Publication ID: 59745

Jianqiang Cheng, Richard Chen, Habib Najm, Ali Pinar, Cosmin Safta, Jean-Paul Watson, (2018). Chance-constrained economic dispatch with renewable energy and storage Computational Optimization and Applications https://doi.org/10.1007/s10589-018-0006-2 Publication ID: 45606

William Kegelmeyer, Jeremy Wendt, Ali Pinar, Clifford Anderson-Bergman, (2018). Counter-Adversarial Node Labeling https://www.osti.gov/servlets/purl/1498446 Publication ID: 60904

Ali Pinar, Tamara Kolda, Kevin Carlberg, Grey Ballard, Michael Mahoney, (2018). Unsupervised Learning Through Randomized Algorithms for High-Volume High-Velocity Data (ULTRA-HV) https://doi.org/10.2172/1417788 Publication ID: 58657

Bert Debusschere, J. Templeton, Cosmin Safta, Khachik Sargsyan, Ali Pinar, Habib Najm, (2018). Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations https://www.osti.gov/servlets/purl/1513665 Publication ID: 58794

Bert Debusschere, J. Templeton, Cosmin Safta, Khachik Sargsyan, Ali Pinar, Habib Najm, (2018). Predictive Fidelity of Machine Learning Methods Applied to Scientific Simulations https://www.osti.gov/servlets/purl/1512381 Publication ID: 58575

Tina Kouri, Ali Pinar, (2017). Exploiting Social Media Sensor Networks through Novel Data Fusion Techniques https://doi.org/10.2172/1431510 Publication ID: 54428

William Kegelmeyer, Jeremy Wendt, Ali Pinar, Kristine Altenburger, (2017). Counter Adversarial Graph Analytics https://www.osti.gov/servlets/purl/1480222 Publication ID: 53798

Corey Hudson, Leanne Whitmore, Ali Pinar, (2017). BioRetroSynth: Identifying All Optimal Routes for Synthetic Biological and Hybrid Synthetic Biological/Chemical Production https://www.osti.gov/servlets/purl/1510400 Publication ID: 53463

Ali Pinar, (2017). Accurate Characterization of Real Networks from Inaccurate Measurements https://doi.org/10.2172/1814082 Publication ID: 58556

Clifford Anderson-Bergman, William Kegelmeyer, Ali Pinar, Jeremy Wendt, (2017). Generating Network Graphs for CAGA https://www.osti.gov/servlets/purl/1464726 Publication ID: 57914

Sinan Aksoy, Tamara Kolda, Ali Pinar, (2017). Measuring and modeling bipartite graphs with community structure Journal of Complex Networks https://doi.org/10.2172/1561802 Publication ID: 51383

Bert Debusschere, Ali Pinar, Khachik Sargsyan, J. Templeton, Habib Najm, (2017). Predictive Fidelity Interpretability and Resilience of Machine Learning Methods Applied to Scientific Simulations https://www.osti.gov/servlets/purl/1508933 Publication ID: 58088

Kristen Altenburger, William Kegelmeyer, Ali Pinar, Jeremy Wendt, (2017). A Community and Node Attribute-Corrected Stochastic Blockmodel https://www.osti.gov/servlets/purl/1648676 Publication ID: 57491

Ali Pinar, Christopher Quinn, Negar Kiyavash, (2017). Bounded-Degree Approximations of Stochastic Networks IEEE Transactions on Molecular, Biological and Multi-Scale Communications https://doi.org/10.1109/TMBMC.2017.2686387 Publication ID: 44188

William Kegelmeyer, Jeremy Wendt, Ali Pinar, Kristen Altenburger, (2017). Counter Adversarial Community Detection https://www.osti.gov/servlets/purl/1525078 Publication ID: 56126

William Kegelmeyer, Jeremy Wendt, Ali Pinar, Kristen Altenburger, (2017). Counter-Adversarial Community Detection https://www.osti.gov/servlets/purl/1457841 Publication ID: 56131

Ali Pinar, (2017). Using Local Measurements to Infer Global Network Properties https://www.osti.gov/servlets/purl/1458062 Publication ID: 56522

Seshadhri Comandur, Ali Pinar, Nurcan Durak, Tamara Kolda, (2017). Directed closure measures for networks with reciprocity Journal of Complex Networks https://www.osti.gov/biblio/1184592 Publication ID: 39601

Ali Pinar, C. Seshadhri, Vaidyanathan Vishal, (2017). Escape: Efficiently counting all 5-vertex subgraphs 26th International World Wide Web Conference, WWW 2017 https://doi.org/10.1145/3038912.3052597 Publication ID: 47677

Ahmet Sariyuce, Ali Pinar, (2016). Butterfly Effect: Peeling Bipartite Networks https://www.osti.gov/servlets/purl/1413642 Publication ID: 48204

Christopher Quinn, Ali Pinar, Jing Gao, Lu Su, (2016). Sparse approximations of directed information graphs IEEE International Symposium on Information Theory – Proceedings https://www.osti.gov/servlets/purl/1368858 Publication ID: 50250

Cosmin Safta, Richard Chen, Habib Najm, Ali Pinar, Jean-Paul Watson, (2016). A Sparse Quadrature Approach for Stochastic Optimization in Power Grid Models https://www.osti.gov/servlets/purl/1367949 Publication ID: 50837

Ali Pinar, (2016). Sampling Algorithms for Network Analysis https://www.osti.gov/servlets/purl/1368704 Publication ID: 50287

Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher, Ali Pinar, (2016). MaxReach: Reducing Network Incompleteness through Node Probes https://doi.org/10.1109/ASONAM.2016.7752227 Publication ID: 49905

Ali Pinar, (2016). Models and Measurements of Big Graphs https://www.osti.gov/servlets/purl/1365094 Publication ID: 49367

Jeremy Wendt, Richard Field, Daniel Garcia, Tu Quach, Randall Wells, David Zage, Cynthia Phillips, Ali Pinar, Sucheta Soundarajan, (2016). Social-Media Network Collection Problems https://www.osti.gov/servlets/purl/1364805 Publication ID: 49007

Cosmin Safta, Richard Chen, Ali Pinar, Habib Najm, Jean-Paul Watson, (2016). Employing Sparse Quadrature for Stochastic Optimization in Power Grids https://www.osti.gov/servlets/purl/1618230 Publication ID: 49135

Cosmin Safta, Jianqiang Cheng, Richard Chen, Ali Pinar, Habib Najm, Jean-Paul Watson, (2016). Surrogate-based model for optimization under uncertainty https://www.osti.gov/servlets/purl/1618234 Publication ID: 49142

Madhav Jha, Ali Pinar, C. Seshadhri, (2016). Counting triangles in real-world graph streams: Dealing with repeated edges and time windows Conference Record – Asilomar Conference on Signals, Systems and Computers https://www.osti.gov/servlets/purl/1333468 Publication ID: 41678

Ali Pinar, C. Seshadhri, vishal Vaidyanathan, (2016). ESCAPE: Efficiently Counting All 5-Vertex Subgraphs https://doi.org/10.1145/3038912.3052597 Publication ID: 48462

William Kegelmeyer, Jeremy Wendt, Ali Pinar, (2016). Counter-Adversarial Community Detection: Initial Investigations https://www.osti.gov/servlets/purl/1345107 Publication ID: 48518

Grey Ballard, Tamara Kolda, Ali Pinar, C. Seshadhri, (2016). Diamond sampling for approximate maximum all-pairs dot-product (MAD) search Proceedings – IEEE International Conference on Data Mining, ICDM https://doi.org/10.1109/ICDM.2015.46 Publication ID: 44199

Ali Pinar, Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher, (2015). MaxOutProbe: An Algorithm for Increasing the Size of Partially Observed Networks https://www.osti.gov/servlets/purl/1333467 Publication ID: 41677

Tamara Kolda, Sinan Aksoy, Ali Pinar, Todd Plantenga, Seshadhri Comandur, Dylan Stark, (2015). Modeling Large-Scale Networks https://www.osti.gov/servlets/purl/1328395 Publication ID: 45897

Janine Bennett, Ali Pinar, C. Seshadhri, David Thompson, Maher Salloum, Ankit Bhagatwala, Jacqueline Chen, (2015). Final Report: Sublinear Algorithms for In-situ and In-transit Data Analysis at Exascale https://doi.org/10.2172/1227346 Publication ID: 46057

Cosmin Safta, Richard Chen, Habib Najm, Ali Pinar, Jean-Paul Watson, (2015). An Efficient Approach for Stochastic Optimization of Electricity Grid Operations https://www.osti.gov/servlets/purl/1301962 Publication ID: 44869

Maher Salloum, Janine Bennett, Ali Pinar, Ankit Bhagatwala, Jacqueline Chen, (2015). Enabling adaptive scientific workflows via trigger detection https://doi.org/10.1145/2828612.2828619 Publication ID: 45141

William Kegelmeyer, Ali Pinar, David Zage, (2015). Counter-Adversarial Data Analytics: Machine Learning (and Graph Analysis) https://www.osti.gov/servlets/purl/1530955 Publication ID: 44278

Madhav Jha, C. Seshadhri, Ali Pinar, (2015). Path Sampling: A fast and provable method for estimating 4-Vertex Subgraph Counts WWW 2015 – Proceedings of the 24th International Conference on World Wide Web https://www.osti.gov/servlets/purl/1258223 Publication ID: 43454

Ali Pinar, Janine Bennett, Philippe Pebay, Hemanth Kolla, David Thompson, (2015). A Dashboard for Comparative Visualization of Many-variate Data https://www.osti.gov/servlets/purl/1252944 Publication ID: 43381

Tamara Kolda, Ali Pinar, Seshadhri Comandur, (2015). Graph Characterization and Sampling Algorithms https://www.osti.gov/servlets/purl/1249461 Publication ID: 43194

Cosmin Safta, Richard Chen, Habib Najm, Ali Pinar, Jean-Paul Watson, (2015). An Efficient Approach for Stochastic Optimization of Electricity Grid Operations https://www.osti.gov/servlets/purl/1331642 Publication ID: 42563

Tamara Kolda, Grey Ballard, Ali Pinar, Seshadhri Comandur, (2015). Computing the Largest Entries in a Matrix Product via Sampling https://www.osti.gov/servlets/purl/1238218 Publication ID: 41493

Ali Pinar, (2015). Resiliency of the Power Grid https://www.osti.gov/servlets/purl/1244880 Publication ID: 41226

Cosmin Safta, Richard Chen, Habib Najm, Ali Pinar, Jean-Paul Watson, (2014). Toward using surrogates to accelerate solution of stochastic electricity grid operations problems 2014 North American Power Symposium, NAPS 2014 https://doi.org/10.1109/NAPS.2014.6965425 Publication ID: 38413

Seshadhri Comandur, Ali Pinar, Ahmet Sariyuce, Umit Catalyurek, (2014). Finding Hierarchical and Overlapping Dense Subgraphs using Nucleus Decompositions https://doi.org/10.2172/1172917 Publication ID: 39603

Ali Pinar, (2014). Sampling and Streaming Algorithms for Counting Small Patterns in BIG Graphs https://www.osti.gov/servlets/purl/1367646 Publication ID: 39423

Ali Pinar, Seshadhri Comandur, (2014). Time is of essence in graph analysis https://www.osti.gov/servlets/purl/1242047 Publication ID: 39225

Madhav Jha, Ali Pinar, Seshadhri Comandur, (2014). Counting Triangles in Real-World Graph Streams: Dealing with Repeated Edges and Time Windows https://doi.org/10.1109/ACSSC.2015.7421397 Publication ID: 39046

Ali Pinar, Sucheta Soundarajan, Tina Eliassi-Rad, Brian Gallagher, (2014). Strategies for Probing Incomplete Graphs https://www.osti.gov/servlets/purl/1315684 Publication ID: 39047

Ali Pinar, (2014). Fast Algorithms for Evolving Graphs via Assays Sampling & Theory (FEAST) https://www.osti.gov/servlets/purl/1502162 Publication ID: 38176

Ali Pinar, (2014). Sampling and Streaming Algorithms for Counting Small Patterns in Large Graphs https://www.osti.gov/servlets/purl/1502177 Publication ID: 38217

Ali Pinar, Tamara Kolda, Changbin Peng, (2014). Accelerating Community Detection by using k-core subgraphs https://www.osti.gov/servlets/purl/1496714 Publication ID: 37557

Ali Pinar, Cosmin Safta, Richard Chen, Habib Najm, Jean-Paul Watson, (2014). Probabilistic Methods for Power Grid Networks https://www.osti.gov/servlets/purl/1496919 Publication ID: 37564

Tamara Kolda, Todd Plantenga, Ali Pinar, Seshadhri Comandur, Jonathan Berry, Madhav Jha, Cynthia Phillips, (2014). Sandia Software for Networks from DARPA GRAPHS Program https://www.osti.gov/servlets/purl/1145819 Publication ID: 40718

Cosmin Safta, Richard Chen, Habib Najm, Ali Pinar, Jean-Paul Watson, (2014). Toward Using Surrogates to Accelerate Solution of Stochastic Electricity Grid Operations Problems https://doi.org/10.1109/NAPS.2014.6965425 Publication ID: 40817

Ali Pinar, (2014). Resiliency of the Power Grid https://www.osti.gov/servlets/purl/1146547 Publication ID: 40931

Ali Pinar, Tamara Kolda, (2014). Community Detection for Large Graphs https://www.osti.gov/servlets/purl/1143054 Publication ID: 40547

Jaideep Ray, Ali Pinar, Seshadhri Comandur, (2014). A stopping criterion for Markov chains when generating independent random graphs Journal of Complex Networks https://www.osti.gov/biblio/1140957 Publication ID: 38317

Ali Pinar, (2014). Modeling Analyzing and Generating Networks https://www.osti.gov/servlets/purl/1732164 Publication ID: 40153

Jonathan Berry, Vitus Leung, Cynthia Phillips, Ali Pinar, David Robinson, (2014). Statistically significant relational data mining : https://doi.org/10.2172/1204082 Publication ID: 37160

Ali Pinar, Tamara Kolda, Seshadhri Comandur, Todd Plantenga, (2014). Generating Large Graphs for benchmarking https://www.osti.gov/servlets/purl/1141230 Publication ID: 37294

Seshadhri Comandur, Ali Pinar, Tamara Kolda, (2014). Wedge sampling for computing clustering coefficients and triangle counts on large graphs Statistical Analysis and Data Mining https://doi.org/10.1002/sam.11224 Publication ID: 35622

Richard Chen, Amy Cohn, Neng Fan, Ali Pinar, (2014). Contingency-risk informed power system design IEEE Transactions on Power Systems https://www.osti.gov/biblio/1072693 Publication ID: 31334

Ali Pinar, (2013). Copy of Scalable Models for Large Graphs https://www.osti.gov/servlets/purl/1117404 Publication ID: 36507

Madhav Jha, Seshadhri Comandur, Ali Pinar, (2013). When a Graph is not so Simple: Counting Triangles in Multigraph Streams https://www.osti.gov/servlets/purl/1114597 Publication ID: 36196

Madhav Jha, Seshadhri Comandur, Ali Pinar, (2013). A space efficient streaming algorithm for estimating transitivity and triangle counts using the birthday paradox ACM Transactions on Knowledge Discovery form Data https://www.osti.gov/biblio/1115171 Publication ID: 36290

Ali Pinar, (2013). Sampling Algorithms to Count Frequent Patterns in Graphs https://www.osti.gov/servlets/purl/1115262 Publication ID: 36311

Ali Pinar, (2013). Sublinear Algorithms for In-situ &In-transit Data Analysis at Exascale https://www.osti.gov/servlets/purl/1140399 Publication ID: 35229

Ali Pinar, Tamara Kolda, Seshadhri Comandur, (2013). The Block Two-level Erdos Renyi (BTER) Graph Model https://www.osti.gov/servlets/purl/1106519 Publication ID: 34406

Ali Pinar, Seshadhri Comandur, (2013). From the Birthday Paradox to a Practical Sublinear Space Streaming Algorithm for Triangle Counting https://www.osti.gov/servlets/purl/1106952 Publication ID: 34422

Ali Pinar, Seshadhri Comandur, (2013). Fast Algorithms for Evolving Graphs via Assays Sampling & Theory (FEAST) https://www.osti.gov/servlets/purl/1661141 Publication ID: 33603

Janine Bennett, Seshadhri Comandur, Ali Pinar, (2013). A Simple and Efficient Sampling Method for Generating Colormaps of Large Data https://www.osti.gov/servlets/purl/1145407 Publication ID: 33691

Tamara Kolda, Ali Pinar, Seshadhri Comandur, (2013). Challenges of Modeling Directed Networks https://www.osti.gov/servlets/purl/1079036 Publication ID: 33495

Ali Pinar, Tamara Kolda, Seshadhri Comandur, Todd Plantenga, (2013). Analyzing Modeling and Generating BIG Networks https://www.osti.gov/servlets/purl/1078695 Publication ID: 33038

Tamara Kolda, Seshadhri Comandur, Ali Pinar, (2013). A Scalable Null Model to Match All Degree Distributions: In Out and Reciprocal https://www.osti.gov/servlets/purl/1078949 Publication ID: 33332

Janine Bennett, Seshadhri Comandur, Ali Pinar, (2013). Sublinear Algorithms for In-situ and In-transit Data Analysis at the Extreme-Scale https://www.osti.gov/servlets/purl/1078955 Publication ID: 33382

Tamara Kolda, Ali Pinar, Todd Plantenga, Seshadhri Comandur, (2013). The Role of Theory and Data Analysis in Generating Massive Realistic Networks https://www.osti.gov/biblio/1072629 Publication ID: 32778

Tamara Kolda, Ali Pinar, Seshadhri Comandur, Todd Plantenga, (2013). Counting Triangles in Massive Graphs with MapReduce Proposed for publication in arXiv. https://www.osti.gov/biblio/1072548 Publication ID: 32779

Tamara Kolda, Ali Pinar, (2013). On Reciprocity in Massively Multiplayer Online Game Networks Proposed for publication in arXiv. https://www.osti.gov/biblio/1069044 Publication ID: 32528

Tamara Kolda, Seshadhri Comandur, Ali Pinar, Todd Plantenga, (2013). Analyzing Modeling and Generating BIG Networks https://www.osti.gov/biblio/1064167 Publication ID: 32296

Tamara Kolda, Ali Pinar, Seshadhri Comandur, Todd Plantenga, (2013). DARPA Site Visit: Fast Algorithms for Evolving Graphs via Assays Sampling & Theory (FEAST) https://www.osti.gov/servlets/purl/1649831 Publication ID: 31315

Seshadhri Comandur, Ali Pinar, (2012). From the Birthday Paradox to a Practical Sublinear Space Streaming Algorithm for Triangle Counting https://www.osti.gov/servlets/purl/1649751 Publication ID: 26466

Ali Pinar, Tamara Kolda, Seshadhri Comandur, (2012). CIKM presentation https://www.osti.gov/biblio/1072610 Publication ID: 30739

Tamara Kolda, Todd Plantenga, Ali Pinar, Seshadhri Comandur, Nurcan Durak, (2012). The Role of Theory and Data Analysis in Generating Massive Realistic Networks https://www.osti.gov/biblio/1062368 Publication ID: 30907

Ali Pinar, Seshadhri Comandur, Nurcan Durak, (2012). A scalable directed graph model with reciprocal edges https://www.osti.gov/servlets/purl/1686348 Publication ID: 30665

Ali Pinar, Tamara Kolda, Seshadhri Comandur, (2012). The Block Two-level Erdos Renyi (BTER) Graph Model https://www.osti.gov/biblio/1061209 Publication ID: 29569

Tamara Kolda, Ali Pinar, Seshadhri Comandur, Todd Plantenga, (2012). Capturing Community Behavior in Very Large Networks https://www.osti.gov/servlets/purl/1686315 Publication ID: 29844

Tamara Kolda, Ali Pinar, (2012). Fast triangle counting through wedge sampling https://www.osti.gov/servlets/purl/1294073 Publication ID: 29678

Christine Task, Ali Pinar, Tamara Kolda, (2012). Parallel Triangle Sampling in Social Networks https://www.osti.gov/servlets/purl/1649975 Publication ID: 29201

Christine Task, Tamara Kolda, Ali Pinar, (2012). Parallel Triangle Sampling in Social Networks (Presentation) https://www.osti.gov/servlets/purl/1649977 Publication ID: 29211

Ali Pinar, Tamara Kolda, Seshadhri Comandur, (2012). Fast Triangle Counting through Wedge Sampling https://www.osti.gov/biblio/1064197 Publication ID: 28973

Ali Pinar, Seshadhri Comandur, Tamara Kolda, (2012). The Block Two-Level Erd&%23246s-R&%23233nyi (BTER) Graph Model https://www.osti.gov/biblio/1064367 Publication ID: 29026

Richard Chen, Neng Fan, Ali Pinar, (2012). N-K-e Survivable Network Design https://www.osti.gov/biblio/1067764 Publication ID: 28475

C. Seshadhri, Tamara Kolda, Ali Pinar, (2012). Community structure and scale-free collections of Erdos-Rényi graphs Physical Review E – Statistical, Nonlinear, and Soft Matter Physics https://www.osti.gov/servlets/purl/1116781 Publication ID: 28924

Ali Pinar, (2012). Contingency-constrained Power System Optimization https://www.osti.gov/biblio/1067625 Publication ID: 28205

Nurcan Durak, Ali Pinar, Seshadhri Comandur, (2012). The degree relations of triangles in real-world networks and graph models https://www.osti.gov/servlets/purl/1117382 Publication ID: 28377

Jaideep Ray, Ali Pinar, Seshadhri Comandur, (2012). Estimating a thinning ratio for a Markov chain of graphs https://www.osti.gov/biblio/1068331 Publication ID: 26946

Jaideep Ray, Ali Pinar, Seshadhri Comandur, (2012). Generating independent graphs with prescribed joint degree distribution using a Markov chain sampler https://www.osti.gov/biblio/1069055 Publication ID: 26676

Tamara Kolda, Seshadhri Comandur, Ali Pinar, (2012). The BTER Graph Generator: A Scalable Model with Measurable Community Structure https://www.osti.gov/biblio/1068486 Publication ID: 26939

Neng Fan, Ali Pinar, (2011). N-k-epsilon Survivable Power Grid Design https://www.osti.gov/servlets/purl/1113320 Publication ID: 25735

Tamara Kolda, Seshadhri Comandur, Ali Pinar, (2011). The Block Two-Level Erdos-Renyi (BTER) Graph Model https://www.osti.gov/servlets/purl/1111697 Publication ID: 25304

Ali Pinar, (2011). Models for Generating Large Realistic Graphs https://www.osti.gov/servlets/purl/1106406 Publication ID: 24921

Tamara Kolda, Ali Pinar, Seshadhri Comandur, (2011). The BTER Graph Model: Blocked Two-Level Erdos-Renyi https://www.osti.gov/servlets/purl/1106357 Publication ID: 23976

Matthew Rocklin, Ali Pinar, (2011). Latent clustering on graphs with multiple edge types Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) https://www.osti.gov/servlets/purl/1109340 Publication ID: 21677

Ali Pinar, (2011). Constructing and Sampling Graphs with a Given Joint Degree Distribution https://www.osti.gov/servlets/purl/1108051 Publication ID: 22803

Richard Chen, Patricia Hough, Ali Pinar, John Siirola, Jean-Paul Watson, (2011). Computational Challenges in Optimization for Electrical Grid Operations and Planning https://www.osti.gov/servlets/purl/1143908 Publication ID: 22848

Ali Pinar, (2011). Contingency-constrained power systems planning https://www.osti.gov/servlets/purl/1288559 Publication ID: 22886

Ali Pinar, Curtis Janssen, Helgi Adalsteinsson, Damian Dechev, David Evensky, Joseph Kenny, Nicole Slattengren, (2011). SST/macro: The Structural Simulation Toolkit macroscale components for coarse-grained architecture simulation https://www.osti.gov/servlets/purl/1108194 Publication ID: 22696

Ali Pinar, (2011). Constructing and Sampling Graphs with a Prescribed Joint Degree Distribution ACM Journal on Experimental Algorithmics https://www.osti.gov/biblio/1108382 Publication ID: 22397

Ali Pinar, (2011). An Implicit Optimization Approach for Survivable Network Design https://www.osti.gov/servlets/purl/1108534 Publication ID: 22259

Ali Pinar, Jean-Paul Watson, Patricia Hough, John Siirola, Genetha Gray, (2011). Computational Challenges in Optimization for Electrical Grid Operations and Planning https://www.osti.gov/servlets/purl/1108806 Publication ID: 21990

Ali Pinar, (2011). An O(n) Approximation Algorithmfor Vector Packing InformationProcessing Letters https://www.osti.gov/biblio/1109403 Publication ID: 21613

Seshadhri Comandur, Ali Pinar, Tamara Kolda, (2011). A Hitchhiker’s Guide to Choosing Parameters of Stochastic Kronecker Graphs https://www.osti.gov/servlets/purl/1109205 Publication ID: 21713

Helgi Adalsteinsson, Scott Cranford, Damian Dechev, David Evensky, Joseph Kenny, Nicole Slattengren, Ali Pinar, (2011). SST/macro : https://www.osti.gov/servlets/purl/1289945 Publication ID: 21729

Isabelle Stanton, Ali Pinar, (2011). Sampling graphs with a prescribed joint degree distribution using Markov chains 2011 Proceedings of the 13th Workshop on Algorithm Engineering and Experiments, ALENEX 2011 https://www.osti.gov/biblio/1030302 Publication ID: 20495

Ali Pinar, (2010). The inhibiting bisection problem https://www.osti.gov/biblio/1030393 Publication ID: 20706

Ali Pinar, Isabelle Stanton, (2010). Sampling graphs with a prescribed joint degree distribution using Markov Chains https://www.osti.gov/biblio/1030313 Publication ID: 20585

Isabelle Stanton, Ali Pinar, (2010). Constructing and sampling graphs with a given joint degree distribution https://www.osti.gov/biblio/1030342 Publication ID: 19729

Ali Pinar, Matthew Rocklin, (2010). Clustering of graphs with of multiple edge types https://www.osti.gov/biblio/1030224 Publication ID: 19992

Ali Pinar, (2010). Hypergraph partitioning through vertex separators on graphs SIAM Journal on Scientific Computing https://www.osti.gov/biblio/1121973 Publication ID: 20103

John Siirola, Brian Adams, Samuel Collis, Richard Griffith, Kyran Mish, Ali Pinar, (2010). Computational Needs for Design Optimization Control and Analysis of Energy Efficient Buildings https://www.osti.gov/servlets/purl/1677578 Publication ID: 19049

John Siirola, Brian Adams, Samuel Collis, Richard Griffith, Kyran Mish, Ali Pinar, (2010). Computational Needs for Design Optimization Control and Analysis of Energy Efficient Buildings https://www.osti.gov/servlets/purl/1677579 Publication ID: 19050

Ali Pinar, (2010). Scalable methods for representing, characterizing, and generating large graphs https://www.osti.gov/biblio/1021688 Publication ID: 19091

Ali Pinar, Daniel Dunlavy, (2010). Compressively sensed complex networks https://www.osti.gov/biblio/1021676 Publication ID: 19125

Helgi Adalsteinsson, Curtis Janssen, Scott Cranford, Damian Dechev, David Evensky, Joseph Kenny, Jackson Mayo, Ali Pinar, (2010). SST/macroscale. The other simulator https://www.osti.gov/servlets/purl/1678907 Publication ID: 18418

Ali Pinar, (2010). Networks in modeling and simulation https://www.osti.gov/biblio/1017020 Publication ID: 18113

Ali Pinar, Curtis Janssen, Helgi Adalsteinsson, Scott Cranford, Joseph Kenny, David Evensky, Jackson Mayo, (2010). A Simulator for Large-scale Parallel Computer Architectures https://www.osti.gov/servlets/purl/1124345 Publication ID: 17295

Brian Barrett, Bruce Hendrickson, Randall Laviolette, Vitus Leung, Greg Mackey, Richard Murphy, Cynthia Phillips, Ali Pinar, (2009). LDRD final report : massive multithreading applied to national infrastructure and informatics https://doi.org/10.2172/993883 Publication ID: 16810

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