Journal Articles
Incremental Frequent Subgraph Mining on Large Evolving Graphs.
Incremental Frequent Subgraph Mining on Large Evolving Graphs.
E. Abdelhamid, M. Canim, Mohammad Sadoghi, B. Bhattacharjee, Y-C. Chang, P. Kalnis. Transactions on Knowledge and Data Engineering (TKDE 2017). pages ?–?, 2017.
E. Abdelhamid, M. Canim, Mohammad Sadoghi, B. Bhattacharjee, Y-C. Chang, P. Kalnis. Transactions on Knowledge and Data Engineering (TKDE 2017). pages ?–?, 2017.
Large-Scale Structural and Textual Similarity-Based Mining of Knowledge Graph to Predict Drug-Drug Interactions.
Large-Scale Structural and Textual Similarity-Based Mining of Knowledge Graph to Predict Drug-Drug Interactions.
I. Abdelaziz, A. Fokoue, O. Hassanzadeh, P. Zhang, Mohammad Sadoghi. Journal of Web Semantics. pages ?–?, 2017.
I. Abdelaziz, A. Fokoue, O. Hassanzadeh, P. Zhang, Mohammad Sadoghi. Journal of Web Semantics. pages ?–?, 2017.
Exploiting SSDs in Operational Multi-version Databases.
Exploiting SSDs in Operational Multi-version Databases.
Mohammad Sadoghi, K. Ross, M. Canim, B. Bhattacharjee. VLDB Journal (VLDBJ 2016). 25(5): 651-672, 2016.
Mohammad Sadoghi, K. Ross, M. Canim, B. Bhattacharjee. VLDB Journal (VLDBJ 2016). 25(5): 651-672, 2016.
The FQP Vision: Flexible Query Processing on a Reconfigurable Computing Fabric.
The FQP Vision: Flexible Query Processing on a Reconfigurable Computing Fabric.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. SIGMOD Record - Special Issue on Visionary Ideas in Data Management 2015. pages 5–10.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. SIGMOD Record - Special Issue on Visionary Ideas in Data Management 2015. pages 5–10.
Safe Distribution and Parallel Execution of Data-centric Workflows over the Publish/Subscribe Abstraction.
Safe Distribution and Parallel Execution of Data-centric Workflows over the Publish/Subscribe Abstraction.
Mohammad Sadoghi, M. Jergler, H.-A. Jacobsen, R. Hull, R. Vaculin. Transactions on Knowledge and Data Engineering (TKDE 2015). 27(10), pages 2824-2838, 2015.
Mohammad Sadoghi, M. Jergler, H.-A. Jacobsen, R. Hull, R. Vaculin. Transactions on Knowledge and Data Engineering (TKDE 2015). 27(10), pages 2824-2838, 2015.
Reducing Database Locking Contention Through Multi-version Concurrency.
Reducing Database Locking Contention Through Multi-version Concurrency.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, F. Nagel, K. Ross. In Proceedings of the VLDB Endowment (PVLDB 2014). 7(13), pages 1331–1342, 2014.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, F. Nagel, K. Ross. In Proceedings of the VLDB Endowment (PVLDB 2014). 7(13), pages 1331–1342, 2014.
Making Updates Disk-I/O Friendly Using SSDs.
Making Updates Disk-I/O Friendly Using SSDs.
Mohammad Sadoghi, K. Ross, M. Canim, B. Bhattacharjee. In Proceedings of the VLDB Endowment (PVLDB 2013). 6(11), pages 997–1008, 2013.
Mohammad Sadoghi, K. Ross, M. Canim, B. Bhattacharjee. In Proceedings of the VLDB Endowment (PVLDB 2013). 6(11), pages 997–1008, 2013.
Analysis and Optimization for Boolean Expression Indexing.
Analysis and Optimization for Boolean Expression Indexing.
Mohammad Sadoghi, H.-A. Jacobsen. ACM Trans. Database Syst. (TODS 2013). 38(2), pages 8:1–8:47, 2013.
Mohammad Sadoghi, H.-A. Jacobsen. ACM Trans. Database Syst. (TODS 2013). 38(2), pages 8:1–8:47, 2013.
Solving Big Data Challenges for Enterprise Application Performance Management.
Solving Big Data Challenges for Enterprise Application Performance Management.
T. Rabl, Mohammad Sadoghi, H.-A. Jacobsen, S. Gomez-Villamor, V. Muntes-Mulero, and S. Mankowskii. In Proceedings of the VLDB Endowment (PVLDB 2012). 5(12), pages 1724–1735, 2012.
T. Rabl, Mohammad Sadoghi, H.-A. Jacobsen, S. Gomez-Villamor, V. Muntes-Mulero, and S. Mankowskii. In Proceedings of the VLDB Endowment (PVLDB 2012). 5(12), pages 1724–1735, 2012.
Conference Papers
Hardware Acceleration Landscape for Distributed Real-time Analytics: Virtues and Limitations.
Hardware Acceleration Landscape for Distributed Real-time Analytics: Virtues and Limitations.
M. Najafi, K. Zhang, H.-A. Jacobsen, Mohammad Sadoghi. In IEEE 37th International Conference on Distributed Computing Systems (ICDCS 2017). Atlanta, GA, USA, 5-8 June, 2017, pages ?-?, 2017.
M. Najafi, K. Zhang, H.-A. Jacobsen, Mohammad Sadoghi. In IEEE 37th International Conference on Distributed Computing Systems (ICDCS 2017). Atlanta, GA, USA, 5-8 June, 2017, pages ?-?, 2017.
Efficient Covering for Top-k Filtering in Content-Based Publish/Subscribe Systems.
Efficient Covering for Top-k Filtering in Content-Based Publish/Subscribe Systems.
K. Zhang, V. Muthusamy, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 37th International Conference on Distributed Computing Systems (ICDCS 2017). Atlanta, GA, USA, 5-8 June, 2017, pages ?-?, 2017.
K. Zhang, V. Muthusamy, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 37th International Conference on Distributed Computing Systems (ICDCS 2017). Atlanta, GA, USA, 5-8 June, 2017, pages ?-?, 2017.
ExpoDB: An Exploratory Data Science Platform. [abstract]
ExpoDB: An Exploratory Data Science Platform. [abstract]
Mohammad Sadoghi. In 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017). Chaminade, CA, USA, January 8-11, 2017.
Mohammad Sadoghi. In 8th Biennial Conference on Innovative Data Systems Research (CIDR 2017). Chaminade, CA, USA, January 8-11, 2017.
Joint Learning of Local and Global Features for Entity Linking via Neural Networks.
Joint Learning of Local and Global Features for Entity Linking via Neural Networks.
T. H. Nguyen, N. Fauceglia, M. Rodriguez-Muro, O. Hassanzadeh, A. M. Gliozzo, Mohammad Sadoghi. In 26th International Conference on Computational Linguistics (COLING 2016). Osaka, Japan, December 11–16, 2016, pages 2310-2320, 2016.
T. H. Nguyen, N. Fauceglia, M. Rodriguez-Muro, O. Hassanzadeh, A. M. Gliozzo, Mohammad Sadoghi. In 26th International Conference on Computational Linguistics (COLING 2016). Osaka, Japan, December 11–16, 2016, pages 2310-2320, 2016.
Geo-Distribution of Flexible Business Processes over Publish/Subscribe Paradigm.
Geo-Distribution of Flexible Business Processes over Publish/Subscribe Paradigm.
M. Jergler, Mohammad Sadoghi, H.-A. Jacobsen. In 16th ACM/IFIP/USENIX International Middleware Conference (Middleware 2016). Trento, Italy, December 12-16, 2016. pages ?-?. 2016
M. Jergler, Mohammad Sadoghi, H.-A. Jacobsen. In 16th ACM/IFIP/USENIX International Middleware Conference (Middleware 2016). Trento, Italy, December 12-16, 2016. pages ?-?. 2016
SplitJoin: A Scalable, Low-latency Stream Join Architecture with Adjustable Ordering Precision.
SplitJoin: A Scalable, Low-latency Stream Join Architecture with Adjustable Ordering Precision.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. In 25th USENIX Annual Technical Conference (ATC 2016). Denver, CO, USA, June 22-24. pages 493–505.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. In 25th USENIX Annual Technical Conference (ATC 2016). Denver, CO, USA, June 22-24. pages 493–505.
Predicting Drug-Drug Interactions through Large-Scale Similarity-Based Link Prediction.Award
Predicting Drug-Drug Interactions through Large-Scale Similarity-Based Link Prediction.
A. Fokoue, Mohammad Sadoghi, O. Hassanzadeh, P. Zhang. In Proceedings of the 13th European Semantic Web Symposium (ESWC 2016). Heraklion, Crete, Greece. May 29 - June 2, 2016, pages 774–789, 2016. Best In-Use Paper Award.
A. Fokoue, Mohammad Sadoghi, O. Hassanzadeh, P. Zhang. In Proceedings of the 13th European Semantic Web Symposium (ESWC 2016). Heraklion, Crete, Greece. May 29 - June 2, 2016, pages 774–789, 2016. Best In-Use Paper Award.
Self-Curating Databases.
Self-Curating Databases.
Mohammad Sadoghi, K. Srinivas, O. Hassanzadeh, Y-C. Chang, M. Canim, A. Fokoue, Y. Feldman. In 19th International Conference on Extending Database Technology (EDBT 2016) - Vision Track. Bordeaux, France, March 15-18, 2016. pages 467-472. 2016
Mohammad Sadoghi, K. Srinivas, O. Hassanzadeh, Y-C. Chang, M. Canim, A. Fokoue, Y. Feldman. In 19th International Conference on Extending Database Technology (EDBT 2016) - Vision Track. Bordeaux, France, March 15-18, 2016. pages 467-472. 2016
Configurable Hardware-based Streaming Architecture using Online Programmable-Blocks.
Configurable Hardware-based Streaming Architecture using Online Programmable-Blocks.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 30th International Conference on Data Engineering (ICDE 2015). Seoul, Korea, April 13-16, 2015, pages 819–830, 2015.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 30th International Conference on Data Engineering (ICDE 2015). Seoul, Korea, April 13-16, 2015, pages 819–830, 2015.
Adaptive Parallel Compressed Event Matching.
Adaptive Parallel Compressed Event Matching.
Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 30th International Conference on Data Engineering (ICDE 2014). Chicago, IL, USA, March 31 - April 4, 2014, pages 364–375, 2014.
Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 30th International Conference on Data Engineering (ICDE 2014). Chicago, IL, USA, March 31 - April 4, 2014, pages 364–375, 2014.
CaSSanDra: An SSD Boosted Key-Value Store.
CaSSanDra: An SSD Boosted Key-Value Store.
P. Menon, R. Rabl, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 30th International Conference on Data Engineering (ICDE 2014). Chicago, IL, USA, March 31 - April 4, 2014, pages 1162–1167, 2014.
P. Menon, R. Rabl, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 30th International Conference on Data Engineering (ICDE 2014). Chicago, IL, USA, March 31 - April 4, 2014, pages 1162–1167, 2014.
Optimizing Key-Value Stores for Hybrid Stor- age Architectures.
Optimizing Key-Value Stores for Hybrid Stor- age Architectures.
P. Menon, R. Rabl, Mohammad Sadoghi, H.-A. Jacobsen. In 24th International Conference on Computer Science and Software Engineering (IBM CASCON 2014). Toronto, Canada, November 3-5, 2014, pages 355–358, 2014.
P. Menon, R. Rabl, Mohammad Sadoghi, H.-A. Jacobsen. In 24th International Conference on Computer Science and Software Engineering (IBM CASCON 2014). Toronto, Canada, November 3-5, 2014, pages 355–358, 2014.
Distributed Ranked Data Dissemination in Social Networks.
Distributed Ranked Data Dissemination in Social Networks.
K. Zhang, Mohammad Sadoghi, V. Muthusamy, H.-A. Jacobsen. In IEEE 33rd International Conference on Distributed Computing Systems (ICDCS 2013). Philadelphia, PA, USA, 8-11 July, 2013, pages 369–379, 2013.
K. Zhang, Mohammad Sadoghi, V. Muthusamy, H.-A. Jacobsen. In IEEE 33rd International Conference on Distributed Computing Systems (ICDCS 2013). Philadelphia, PA, USA, 8-11 July, 2013, pages 369–379, 2013.
Grand Challenge: The Bluebay Soccer Monitoring Engine.
Grand Challenge: The Bluebay Soccer Monitoring Engine.
H.-A. Jacobsen, K. Mokhtarian, T. Rabl, Mohammad Sadoghi, R. S. Kazemzadeh, Y. Yoon, and K. Zhang. In The 7th ACM International Conference on Distributed Event-Based Systems (DEBS 2013). Arlington, TX, USA, June 29 - July 03, 2013, pages 295–300. ACM, 2013.
H.-A. Jacobsen, K. Mokhtarian, T. Rabl, Mohammad Sadoghi, R. S. Kazemzadeh, Y. Yoon, and K. Zhang. In The 7th ACM International Conference on Distributed Event-Based Systems (DEBS 2013). Arlington, TX, USA, June 29 - July 03, 2013, pages 295–300. ACM, 2013.
DEBS Grand Challenge: Solving Manufacturing Equipment Monitoring through Efficient Complex Event Processing.Award
DEBS Grand Challenge: Solving Manufacturing Equipment Monitoring through Efficient Complex Event Processing.
T. Rabl, K. Zhang, Mohammad Sadoghi, N. K. Pandey, A. Nigam, C. Wang, and H.-A. Jacobsen. In Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems (DEBS 2012). Berlin, Germany, July 16-20, 2012, pages 335–340, 2012. Best DEBS Challenge Award - Public Voting.
T. Rabl, K. Zhang, Mohammad Sadoghi, N. K. Pandey, A. Nigam, C. Wang, and H.-A. Jacobsen. In Proceedings of the 6th ACM International Conference on Distributed Event-Based Systems (DEBS 2012). Berlin, Germany, July 16-20, 2012, pages 335–340, 2012. Best DEBS Challenge Award - Public Voting.
Relevance Matters: Capitalizing on Less (Top-k Matching in Publish/Subscribe).
Relevance Matters: Capitalizing on Less (Top-k Matching in Publish/Subscribe).
Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 28th International Conference on Data Engineering (ICDE 2012). Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012, pages 786–797, 2012.
Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 28th International Conference on Data Engineering (ICDE 2012). Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012, pages 786–797, 2012.
BE-Tree: An Index Structure to Efficiently Match Boolean Expressions over High-dimensional Discrete Space.Award
BE-Tree: An Index Structure to Efficiently Match Boolean Expressions over High-dimensional Discrete Space.
Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 37th ACM SIGMOD International Conference on Management of Data (SIGMOD 2011). Athens, Greece, June 12-16, 2011, pages 637–648, 2011. Winner of EPTS Innovative Principles Award 2011.
Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 37th ACM SIGMOD International Conference on Management of Data (SIGMOD 2011). Athens, Greece, June 12-16, 2011, pages 637–648, 2011. Winner of EPTS Innovative Principles Award 2011.
GPX-Matcher: A Generic Boolean Predicate-based XPath Expression Matcher.
GPX-Matcher: A Generic Boolean Predicate-based XPath Expression Matcher.
Mohammad Sadoghi, I. Burcea, and H.-A. Jacobsen. In 14th International Conference on Extending Database Technology (EDBT 2011). Uppsala, Sweden, March 21-24, 2011, Proceedings, pages 45–56, 2011. Selected for ACM TODS Special Issue on Best Papers of EDBT 2011.
Mohammad Sadoghi, I. Burcea, and H.-A. Jacobsen. In 14th International Conference on Extending Database Technology (EDBT 2011). Uppsala, Sweden, March 21-24, 2011, Proceedings, pages 45–56, 2011. Selected for ACM TODS Special Issue on Best Papers of EDBT 2011.
Towards Vulnerability-based Intrusion Detection with Event Processing.
Towards Vulnerability-based Intrusion Detection with Event Processing.
A. Farroukh, Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011). New York, NY, USA, July 11-15, 2011, pages 171–182, 2011.
A. Farroukh, Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011). New York, NY, USA, July 11-15, 2011, pages 171–182, 2011.
Benchmarking Declarative Approximate Selection Predicates.
Benchmarking Declarative Approximate Selection Predicates.
A. Chandel, O. Hassanzadeh, N. Koudas, Mohammad Sadoghi, D. Srivastava. In Proceedings of the 33rd ACM SIGMOD International Conference on Management of Data (SIGMOD 2007). Beijing, China, June 12-14, 2007, pages 353–364, 2007.
A. Chandel, O. Hassanzadeh, N. Koudas, Mohammad Sadoghi, D. Srivastava. In Proceedings of the 33rd ACM SIGMOD International Conference on Management of Data (SIGMOD 2007). Beijing, China, June 12-14, 2007, pages 353–364, 2007.
Conference Tutorial Papers
Accelerating Database Workloads by Software-Hardware-System Co-design.
Accelerating Database Workloads by Software-Hardware-System Co-design.
R. Bordawekar, Mohammad Sadoghi. In Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE 2016). Helsinki, Finland, May 16-20, 2016, pages 1428-1431.
R. Bordawekar, Mohammad Sadoghi. In Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE 2016). Helsinki, Finland, May 16-20, 2016, pages 1428-1431.
Conference Demo Papers
DL-Store: A Distributed Hybrid OLAP/OLTP Data Processing Engines.
DL-Store: A Distributed Hybrid OLAP/OLTP Data Processing Engines.
K. Zhang, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 36th International Conference on Distributed Computing Systems (ICDCS 2016). Nara, Japan, June 27-30, 2016, pages ?–?, 2016.
K. Zhang, Mohammad Sadoghi, H.-A. Jacobsen. In IEEE 36th International Conference on Distributed Computing Systems (ICDCS 2016). Nara, Japan, June 27-30, 2016, pages ?–?, 2016.
Tiresias: Knowledge Engineering and Large-Scale Machine Learning for Interpretable Drug-Drug Interaction Prediction.
Tiresias: Knowledge Engineering and Large-Scale Machine Learning for Interpretable Drug-Drug Interaction Prediction.
A. Fokoue, O. Hassanzadeh, Mohammad Sadoghi, P. Zhang. In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA 2016). Chicago, USA, November 12-16, 2016, 2016.
A. Fokoue, O. Hassanzadeh, Mohammad Sadoghi, P. Zhang. In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA 2016). Chicago, USA, November 12-16, 2016, 2016.
Predicting Drug-Drug Interactions Through Similarity-Based Link Prediction Over Web Data.
Predicting Drug-Drug Interactions Through Similarity-Based Link Prediction Over Web Data.
A. Fokoue, O. Hassanzadeh, Mohammad Sadoghi, P. Zhang. In Proceedings of the 25th World Wide Web Conference (WWW 2016). Montreal, Canada, April 11-15, 2016 , pages 175–178, 2016.
A. Fokoue, O. Hassanzadeh, Mohammad Sadoghi, P. Zhang. In Proceedings of the 25th World Wide Web Conference (WWW 2016). Montreal, Canada, April 11-15, 2016 , pages 175–178, 2016.
D2WORM: A Management Infrastructure for Distributed Data-centric Workflows.
D2WORM: A Management Infrastructure for Distributed Data-centric Workflows.
M. Jergler, Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2015). Melbourne, Australia, May 31-4, 2015, pages 1427–1432, 2015.
M. Jergler, Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 41th ACM SIGMOD International Conference on Management of Data (SIGMOD 2015). Melbourne, Australia, May 31-4, 2015, pages 1427–1432, 2015.
Flexible Query Processor on FPGAs.
Flexible Query Processor on FPGAs.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. In 39th International Conference on Very Large Data Bases (PVLDB 2013). Riva del Garda, Trento, Italy, August 26-30, 2013, pages 1310-1313, 2015.
M. Najafi, Mohammad Sadoghi, H.-A. Jacobsen. In 39th International Conference on Very Large Data Bases (PVLDB 2013). Riva del Garda, Trento, Italy, August 26-30, 2013, pages 1310-1313, 2015.
MADES - A Multi-layered, Adaptive, Distributed Event Store.
MADES - A Multi-layered, Adaptive, Distributed Event Store.
T. Rabl, Mohammad Sadoghi, K. Zhang, and H.-A. Jacobsen. In The 7th ACM International Conference on Distributed Event-Based Systems (DEBS 2013). Arlington, TX, USA, June 29 - July 03, 2013, pages 343–344. ACM, 2013.
T. Rabl, Mohammad Sadoghi, K. Zhang, and H.-A. Jacobsen. In The 7th ACM International Conference on Distributed Event-Based Systems (DEBS 2013). Arlington, TX, USA, June 29 - July 03, 2013, pages 343–344. ACM, 2013.
Multi-query Stream Processing on FPGAs.
Multi-query Stream Processing on FPGAs.
Mohammad Sadoghi, R. Javed, N. Tarafdar, H. Singh, R. Palaniappan, H.-A. Jacobsen. In IEEE 28th International Conference on Data Engineering (ICDE 2012). Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012, pages 1229–1232, 2012.
Mohammad Sadoghi, R. Javed, N. Tarafdar, H. Singh, R. Palaniappan, H.-A. Jacobsen. In IEEE 28th International Conference on Data Engineering (ICDE 2012). Washington, DC, USA (Arlington, Virginia), 1-5 April, 2012, pages 1229–1232, 2012.
eQoSystem: Supporting Fluid Distributed Service-oriented Workflows.
eQoSystem: Supporting Fluid Distributed Service-oriented Workflows.
V. Muthusamy, Y. Yoon, Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011). New York, NY, USA, July 11-15, 2011, pages 381–382, 2011.
V. Muthusamy, Y. Yoon, Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011). New York, NY, USA, July 11-15, 2011, pages 381–382, 2011.
fpga-topss: Line-speed Event Processing on FPGAs.
fpga-topss: Line-speed Event Processing on FPGAs.
Mohammad Sadoghi, H. Singh, and H.-A. Jacobsen. In Proceedings of the 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011). New York, NY, USA, July 11-15, 2011, pages 373–374, 2011.
Mohammad Sadoghi, H. Singh, and H.-A. Jacobsen. In Proceedings of the 5th ACM International Conference on Distributed Event-Based Systems (DEBS 2011). New York, NY, USA, July 11-15, 2011, pages 373–374, 2011.
Efficient Event Processing through Reconfigurable Hardware for Algorithmic Trading.
Efficient Event Processing through Reconfigurable Hardware for Algorithmic Trading.
Mohammad Sadoghi, H.-A. Jacobsen, M. Labrecque, W. Shum, and H. Singh. In 36th International Conference on Very Large Data Bases (PVLDB 2010). Singapore, Singapore, September 13-17, 2010, pages 3(2):1525–1528, 2010.
Mohammad Sadoghi, H.-A. Jacobsen, M. Labrecque, W. Shum, and H. Singh. In 36th International Conference on Very Large Data Bases (PVLDB 2010). Singapore, Singapore, September 13-17, 2010, pages 3(2):1525–1528, 2010.
Conference Poster Papers
Kanzi: A Distributed, In-memory Key-Value Store
Kanzi: A Distributed, In-memory Key-Value Store
M. Hemmatpour, B. Montrucchio, M. Rebaudengo, Mohammad Sadoghi. In 16th ACM/IFIP/USENIX International Middleware Conference (Middleware 2016). Trento, Italy, December 12-16, 2016. pages ?-?. 2016
M. Hemmatpour, B. Montrucchio, M. Rebaudengo, Mohammad Sadoghi. In 16th ACM/IFIP/USENIX International Middleware Conference (Middleware 2016). Trento, Italy, December 12-16, 2016. pages ?-?. 2016
Towards Large-Scale Predictive Drug Safety: A Computational Framework for Inferring Drug Interactions Through Similarity-Based Link Prediction.
Towards Large-Scale Predictive Drug Safety: A Computational Framework for Inferring Drug Interactions Through Similarity-Based Link Prediction.
P. Zhang, A. Fokoue, Mohammad Sadoghi, O. Hassanzadeh. In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA 2016). Chicago, USA, November 12-16, 2016, 2016
P. Zhang, A. Fokoue, Mohammad Sadoghi, O. Hassanzadeh. In Proceedings of the American Medical Informatics Association Annual Symposium (AMIA 2016). Chicago, USA, November 12-16, 2016, 2016
Safe Distribution and Parallel Execution of Data-centric Workflows over the Publish/Subscribe Abstraction (Extended Abstract)
Safe Distribution and Parallel Execution of Data-centric Workflows over the Publish/Subscribe Abstraction (Extended Abstract)
M. Jergler, H.-A. Jacobsen, Mohammad Sadoghi, R. Hull, R. Vaculin. In Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE 2016).. Helsinki, Finland, May 16-20, 2016, pages 1498-1499, 2016.
M. Jergler, H.-A. Jacobsen, Mohammad Sadoghi, R. Hull, R. Vaculin. In Proceedings of the 32nd IEEE International Conference on Data Engineering (ICDE 2016).. Helsinki, Finland, May 16-20, 2016, pages 1498-1499, 2016.
Location-based Matching in Publish/Subscribe Revisited.
Location-based Matching in Publish/Subscribe Revisited.
Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 13th ACM/IFIP/USENIX International Middleware Conference (Middleware 2012). Montreal, QC, Canada, December 3-7, 2012, Article No.: 9, 2012.
Mohammad Sadoghi, H.-A. Jacobsen. In Proceedings of the 13th ACM/IFIP/USENIX International Middleware Conference (Middleware 2012). Montreal, QC, Canada, December 3-7, 2012, Article No.: 9, 2012.
Workshop Papers
Annotating Web Tables Through Ontology Matching.
Annotating Web Tables Through Ontology Matching.
V. Efthymiou, O. Hassanzadeh, Mohammad Sadoghi, M. Rodriguez-Muro. In the 11th International Workshop on Ontology Matching (OM 2016). Kobe, Japan, October 18, 2016, pages ?–?, 2016.
V. Efthymiou, O. Hassanzadeh, Mohammad Sadoghi, M. Rodriguez-Muro. In the 11th International Workshop on Ontology Matching (OM 2016). Kobe, Japan, October 18, 2016, pages ?–?, 2016.
Making Updates Disk-I/O Friendly Using SSDs.
Making Updates Disk-I/O Friendly Using SSDs.
Mohammad Sadoghi, K. Ross, M. Canim, B. Bhattacharjee. In 5th Annual Non-Volatile Memories Workshop (NVMW 2014). San Diego, California, USA, March 9-11, 2014.
Mohammad Sadoghi, K. Ross, M. Canim, B. Bhattacharjee. In 5th Annual Non-Volatile Memories Workshop (NVMW 2014). San Diego, California, USA, March 9-11, 2014.
Towards an Extensible Efficient Event Processing Kernel.
Towards an Extensible Efficient Event Processing Kernel.
Mohammad Sadoghi. In Proceedings of the 38th ACM SIGMOD/PODS Ph.D. Symposium 2012. Scottsdale, AZ, USA, May 20, 2012, pages 3–8, 2012.
Mohammad Sadoghi. In Proceedings of the 38th ACM SIGMOD/PODS Ph.D. Symposium 2012. Scottsdale, AZ, USA, May 20, 2012, pages 3–8, 2012.
Towards Highly Parallel Event Processing through Reconfigurable Hardware.
Towards Highly Parallel Event Processing through Reconfigurable Hardware.
Mohammad Sadoghi, H. Singh, and H.-A. Jacobsen. In Proceedings of the 7th International Workshop on Data Management on New Hardware (DaMoN 2011 collocated with ACM SIGMOD). Athens, Greece, June 13, 2011, pages 27–32, 2011.
Mohammad Sadoghi, H. Singh, and H.-A. Jacobsen. In Proceedings of the 7th International Workshop on Data Management on New Hardware (DaMoN 2011 collocated with ACM SIGMOD). Athens, Greece, June 13, 2011, pages 27–32, 2011.
Accuracy of Approximate String Joins using Grams.
Accuracy of Approximate String Joins using Grams.
O. Hassanzadeh, Mohammad Sadoghi, R. J. Miller. In Proceedings of the 5th International Workshop on Quality in Databases (QDB 2007 collocated with VLDB). Vienna, Austria, September 23, 2007, pages 11–18, 2007.
O. Hassanzadeh, Mohammad Sadoghi, R. J. Miller. In Proceedings of the 5th International Workshop on Quality in Databases (QDB 2007 collocated with VLDB). Vienna, Austria, September 23, 2007, pages 11–18, 2007.
Patents
SYSTEM AND METHOD FOR LEARNING SEMANTIC-AWARE GRAPH EMBEDDINGS USING SET-CENTRIC APPROACH.
SYSTEM AND METHOD FOR LEARNING SEMANTIC-AWARE GRAPH EMBEDDINGS USING SET-CENTRIC APPROACH.
G. Diaz, A. Fokoue-Nkoutche, Mohammad Sadoghi, O. Hassanzadeh, M. Rodriguez Muro. (Patent Filed). 2016
G. Diaz, A. Fokoue-Nkoutche, Mohammad Sadoghi, O. Hassanzadeh, M. Rodriguez Muro. (Patent Filed). 2016
JOINT LEARNING OF LOCAL AND GLOBAL FEATURES FOR ENTITY LINKING VIA NEURAL NETWORKS.
JOINT LEARNING OF LOCAL AND GLOBAL FEATURES FOR ENTITY LINKING VIA NEURAL NETWORKS.
T. H. Nguyen, N. R. Fauceglia, Mohammad Sadoghi, O. Hassanzadeh, M. Rodriguez Muro, A. M. Gliozzo. (Patent Filed). 2016
T. H. Nguyen, N. R. Fauceglia, Mohammad Sadoghi, O. Hassanzadeh, M. Rodriguez Muro, A. M. Gliozzo. (Patent Filed). 2016
DETERMINING CONTEXT-AWARE DISTANCES USING DEEP NEURAL NETWORKS.
DETERMINING CONTEXT-AWARE DISTANCES USING DEEP NEURAL NETWORKS.
Mohammad Sadoghi, A. Fokoue-Nkoutche, M. Sellmann, I. Abdelaziz. (Patent Filed). 2016
Mohammad Sadoghi, A. Fokoue-Nkoutche, M. Sellmann, I. Abdelaziz. (Patent Filed). 2016
SYSTEM AND METHODS FOR EXPRESSIVE TEMPORAL PREDICTION OVER SEMANTICALLY-DRIVEN TIME WINDOW.
SYSTEM AND METHODS FOR EXPRESSIVE TEMPORAL PREDICTION OVER SEMANTICALLY-DRIVEN TIME WINDOW.
Mohammad Sadoghi, R. Farrell, O. Hassanzadeh, M. Sellmann. (Patent Filed). 2016
Mohammad Sadoghi, R. Farrell, O. Hassanzadeh, M. Sellmann. (Patent Filed). 2016
EXTRACTING KNOWLEDGE GRAPHS FROM PROGRAM SOURCE CODE.
EXTRACTING KNOWLEDGE GRAPHS FROM PROGRAM SOURCE CODE.
Mohammad Sadoghi, R. Farrell. (Patent Filed). 2016
Mohammad Sadoghi, R. Farrell. (Patent Filed). 2016
AUGMENTING KNOWLEDGE GRAPHS WITH CONCISE HIGHER-LEVEL RELATIONSHIPS.
AUGMENTING KNOWLEDGE GRAPHS WITH CONCISE HIGHER-LEVEL RELATIONSHIPS.
R. Farrell, Mohammad Sadoghi, O. Hassanzadeh, M. Sellmann. (Patent Filed). 2016
R. Farrell, Mohammad Sadoghi, O. Hassanzadeh, M. Sellmann. (Patent Filed). 2016
A METHOD AND SYSTEM FOR EFFICIENT ONLINE, ITERATIVE, TARGETED FEATURE SELECTION.
A METHOD AND SYSTEM FOR EFFICIENT ONLINE, ITERATIVE, TARGETED FEATURE SELECTION.
Mohammad Sadoghi, R. Farrell, O. Hassanzadeh, M. Sellmann. (Patent Filed). 2016
Mohammad Sadoghi, R. Farrell, O. Hassanzadeh, M. Sellmann. (Patent Filed). 2016
A SYSTEM FOR PERSONALIZED TOLERANCE PREDICATION OF ADVERSE DRUG REACTION.
A SYSTEM FOR PERSONALIZED TOLERANCE PREDICATION OF ADVERSE DRUG REACTION.
Mohammad Sadoghi, O. Hassanzadeh, A. Fokoue-Nkoutche, M. Sellmann, P. Zhang. (Patent Filed). 2016
Mohammad Sadoghi, O. Hassanzadeh, A. Fokoue-Nkoutche, M. Sellmann, P. Zhang. (Patent Filed). 2016
AUTOMATIC AND INTERPRETABLE LINKAGE PREDICTION THROUGH KNOWLEDGE-DRIVEN SIMILARITY ANALYSIS
AUTOMATIC AND INTERPRETABLE LINKAGE PREDICTION THROUGH KNOWLEDGE-DRIVEN SIMILARITY ANALYSIS
O. Hassanzadeh, A. Fokoue-Nkoutche, Mohammad Sadoghi, R. Farrell, M. Sellmann, P. Zhang. (Patent Filed). 2016
O. Hassanzadeh, A. Fokoue-Nkoutche, Mohammad Sadoghi, R. Farrell, M. Sellmann, P. Zhang. (Patent Filed). 2016
AN EFFICIENT METHOD TO SUPPORT INCREMENTAL FREQUENT SUBGRAPH MINING OVER LARGE DYNAMIC GRAPHS.
AN EFFICIENT METHOD TO SUPPORT INCREMENTAL FREQUENT SUBGRAPH MINING OVER LARGE DYNAMIC GRAPHS.
E. Abdelhamid, Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (Patent Filed). 2016
E. Abdelhamid, Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (Patent Filed). 2016
PRE-FILTERING OF JOIN EXECUTION OVER DISTRIBUTED AND REPLICATED MULTI-COLUMN RANGE SUMMARIES.
PRE-FILTERING OF JOIN EXECUTION OVER DISTRIBUTED AND REPLICATED MULTI-COLUMN RANGE SUMMARIES.
Mohammad Sadoghi, Y. Chang, T. Malkemus. (Patent Filed). 2016
Mohammad Sadoghi, Y. Chang, T. Malkemus. (Patent Filed). 2016
A SHARED NETWORK OF KNOWLEDGE USING STRUCTURED PATTERNED DATA.
A SHARED NETWORK OF KNOWLEDGE USING STRUCTURED PATTERNED DATA.
A. Cahan, Y. Feldman, P. Santhanam, Mohammad Sadoghi. (Patent Filed). 2016
A. Cahan, Y. Feldman, P. Santhanam, Mohammad Sadoghi. (Patent Filed). 2016
REDICTION OF ADVERSE DRUG EVENTS.
REDICTION OF ADVERSE DRUG EVENTS.
A. Fokoue-Nkoutche, Mohammad Sadoghi, O. Hassanzadeh, M. Sellmann, P. Zhang. (Patent Filed). 2015
A. Fokoue-Nkoutche, Mohammad Sadoghi, O. Hassanzadeh, M. Sellmann, P. Zhang. (Patent Filed). 2015
SYSTEM, METHOD, AND RECORDING MEDIUM FOR KNOWLEDGE GRAPH AUGMENTATION THROUGH SCHEMA EXTENSION.
SYSTEM, METHOD, AND RECORDING MEDIUM FOR KNOWLEDGE GRAPH AUGMENTATION THROUGH SCHEMA EXTENSION.
O. Hassanzadeh, O. Lehmberg, Mohammad Sadoghi. (Patent Filed). 2016
O. Hassanzadeh, O. Lehmberg, Mohammad Sadoghi. (Patent Filed). 2016
SUPPORTING UPDATABLE REPEATED VALUES OVER VARIABLE SCHEMA.
SUPPORTING UPDATABLE REPEATED VALUES OVER VARIABLE SCHEMA.
Mohammad Sadoghi. (Patent Filed). 2015
Mohammad Sadoghi. (Patent Filed). 2015
VECTROIZED PROPERTY GRAPH PROCESSING.
VECTROIZED PROPERTY GRAPH PROCESSING.
Mohammad Sadoghi. (Patent Filed). 2015
Mohammad Sadoghi. (Patent Filed). 2015
ACCESS FREQUENCY APPROXIMATION FOR REMOTE DIRECT MEMORY ACCESS.
ACCESS FREQUENCY APPROXIMATION FOR REMOTE DIRECT MEMORY ACCESS.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, K. Ross. (Patent Filed). 2015
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, K. Ross. (Patent Filed). 2015
IN-PLACE UPDATES WITH CONCURRENT READS IN A DECOMPOSED STATE.
IN-PLACE UPDATES WITH CONCURRENT READS IN A DECOMPOSED STATE.
R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. Pandis, V. Raman, Mohammad Sadoghi, Sidle, A. Storm. (Patent Filed). 2015
R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. Pandis, V. Raman, Mohammad Sadoghi, Sidle, A. Storm. (Patent Filed). 2015
REDUCING THE COST OF UPDATE, DELETE, AND APPEND-ONLY INSERT OPERATIONS IN A DATABASE.
REDUCING THE COST OF UPDATE, DELETE, AND APPEND-ONLY INSERT OPERATIONS IN A DATABASE.
Mohammad Sadoghi, R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. Pandis, V. Raman, R. Sidle, A. Storm. (US Patent 9,547,659 Issued). 2015
Mohammad Sadoghi, R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. Pandis, V. Raman, R. Sidle, A. Storm. (US Patent 9,547,659 Issued). 2015
DATA SKIPPING AND COMPRESSION THROUGH PARTITIONING OF DATA.
DATA SKIPPING AND COMPRESSION THROUGH PARTITIONING OF DATA.
Mohammad Sadoghi, Y. Chang, T. Malkemus. (Patent Filed). 2015
Mohammad Sadoghi, Y. Chang, T. Malkemus. (Patent Filed). 2015
ADAPTIVE CONCURRENCY CONTROL USING HARDWARE TRANSACTIONAL MEMORY AND LOCKING MECHANISM.
ADAPTIVE CONCURRENCY CONTROL USING HARDWARE TRANSACTIONAL MEMORY AND LOCKING MECHANISM.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, B. Makni, K. Ross. (Patent Filed). 2015
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, B. Makni, K. Ross. (Patent Filed). 2015
ACCELERATING MULTIVERSION CONCURRENCY CONTROL USING HARDWARE TRANSACTIONAL MEMORY.
ACCELERATING MULTIVERSION CONCURRENCY CONTROL USING HARDWARE TRANSACTIONAL MEMORY.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (US Patent 9,442,837 Issued). 2015
Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (US Patent 9,442,837 Issued). 2015
POOLING WORK ACROSS MULTIPLE TRANSACTIONS FOR REDUCING CONTENTION IN OPERATIONAL ANALYTICS SYSTEMS.
POOLING WORK ACROSS MULTIPLE TRANSACTIONS FOR REDUCING CONTENTION IN OPERATIONAL ANALYTICS SYSTEMS.
R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. Pandis, V. Raman, Mohammad Sadoghi, Sidle, A. Storm. (Patent Filed). 2015
R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. Pandis, V. Raman, Mohammad Sadoghi, Sidle, A. Storm. (Patent Filed). 2015
A EFFICIENT METHOD TO DO INSERTS AND POINT QUERIES IN A COLUMN STORE.
A EFFICIENT METHOD TO DO INSERTS AND POINT QUERIES IN A COLUMN STORE.
R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. PANDIS, V. Raman, Mohammad Sadoghi, Sidle, A. Storm. (Patent Filed). 2015
R. Barber, B. Bhattacharjee, G. Lohman, C. Mohan, I. PANDIS, V. Raman, Mohammad Sadoghi, Sidle, A. Storm. (Patent Filed). 2015
IN-MEMORY LATCH-FREE INDEX STRUCTURE.
IN-MEMORY LATCH-FREE INDEX STRUCTURE.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (US Patent App. 14/594,230 Filed). 2015
Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (US Patent App. 14/594,230 Filed). 2015
RENDEZVOUS-BASED OPTIMISTIC CONCURRENCY CONTROL.
RENDEZVOUS-BASED OPTIMISTIC CONCURRENCY CONTROL.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (US Patent App. 14/591,053 Filed). 2015
Mohammad Sadoghi, M. Canim, B. Bhattacharjee. (US Patent App. 14/591,053 Filed). 2015
SUPPORTING TRANSIENT SNAPSHOT WITH COORDINATED/UNCOORDINATED COMMIT PROTOCOL.
SUPPORTING TRANSIENT SNAPSHOT WITH COORDINATED/UNCOORDINATED COMMIT PROTOCOL.
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, K. Ross, A. Storm. (US Patents App. 2016/0103829 & 2016/0103860 Filed). 2014
Mohammad Sadoghi, M. Canim, B. Bhattacharjee, K. Ross, A. Storm. (US Patents App. 2016/0103829 & 2016/0103860 Filed). 2014
DATABASE QUERY PROCESSING USING HORIZONTAL DATA RECORD ALIGNMENT OF MULTI-COLUMN RANGE SUMMARIES.
DATABASE QUERY PROCESSING USING HORIZONTAL DATA RECORD ALIGNMENT OF MULTI-COLUMN RANGE SUMMARIES.
Mohammad Sadoghi, Y. Chang, O. Hassanzadeh, T. Malkemus. (US Patent App. 2015/0347549 Filed). 2014
Mohammad Sadoghi, Y. Chang, O. Hassanzadeh, T. Malkemus. (US Patent App. 2015/0347549 Filed). 2014
PREPLAYING TRANSACTIONS THAT MIX HOT AND COLD DATA.
PREPLAYING TRANSACTIONS THAT MIX HOT AND COLD DATA.
M. Canim, Mohammad Sadoghi, B. Bhattacharjee, K. Ross. (US Patent App. 2015/0363455 Filed). 2014
M. Canim, Mohammad Sadoghi, B. Bhattacharjee, K. Ross. (US Patent App. 2015/0363455 Filed). 2014
LOG DATA STORE THAT STORES DATA ACROSS A PLURALITY OF STORAGE DEVICES USING NON-DISJOINT LAYERS.
LOG DATA STORE THAT STORES DATA ACROSS A PLURALITY OF STORAGE DEVICES USING NON-DISJOINT LAYERS.
Mohammad Sadoghi, A-H. Jacobsen, T. Rabl. (US Patent 9,195,405 Issued). 2014
Mohammad Sadoghi, A-H. Jacobsen, T. Rabl. (US Patent 9,195,405 Issued). 2014
REDUCING DATABASE LOCKING CONTENTION USING MULTI-VERSION DATA RECORD CONCURRENCY CONTROL.
REDUCING DATABASE LOCKING CONTENTION USING MULTI-VERSION DATA RECORD CONCURRENCY CONTROL.
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim., F. Nagel. (US Patent 9,336,258 Issued). 2013
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim., F. Nagel. (US Patent 9,336,258 Issued). 2013
DEFERRING DATA RECORD CHANGES USING QUERY REWRITING.
DEFERRING DATA RECORD CHANGES USING QUERY REWRITING.
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim. (US Patent App. 14/020,076 & 14/036,780 Filed). 2013
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim. (US Patent App. 14/020,076 & 14/036,780 Filed). 2013
COMPRESSING A MULTI-VERSION DATABASE.
COMPRESSING A MULTI-VERSION DATABASE.
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim. (US Patents 9,305,046 & 9,275,095 Issued). 2013
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim. (US Patents 9,305,046 & 9,275,095 Issued). 2013
MANAGING MULTI-VERSION DATABASES.
MANAGING MULTI-VERSION DATABASES.
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim. (US Patent 9,268,804 Issued). 2013
Mohammad Sadoghi, B. Bhattacharjee, K. Ross, M. Canim. (US Patent 9,268,804 Issued). 2013
Book Chapters (Non-CS Publications)
Sufism and Optimal Health.
Sufism and Optimal Health.
S. Bozorgzadeh, N. Bahadorani, M. Sadoghi. In Better Health through Spiritual Practices: A Guide to Religious Behaviors and Perspectives that Benefit Mind and Body. 2017 -- (to appear)
S. Bozorgzadeh, N. Bahadorani, M. Sadoghi. In Better Health through Spiritual Practices: A Guide to Religious Behaviors and Perspectives that Benefit Mind and Body. 2017 -- (to appear)