Research Interests
My research interests broadly lie in the area of query processing and optimization aspects of data management -- namely, Big data analytical systems, relational databases and graph databases. Further, it is fascinates me to provide theoretically sound solutions, thus, bridging systems and theoretical research.
Publications
- Optimizing Goodput via sharing for Batch Analytics with Deadlines Srinivas Karthik, Panagiotis Sioulis, Ahana Pradhan, Ioannis Mytilinis, Anastasia Ailamaki at EDBT 2024
- Predicting Query Execution for JIT analytical Database Systems Kostas Chasilis, Srinivas Karthik, Bikash Chandra, Anastasia Ailamaki
CIDR, 2023
- Efficient Property Projections of Graph Queries over Relational Data Mikael Morales, Vlad Ioan Haprian, Srinivas Karthik, Danica Porobic, Laurent Daynès, Anastasia Ailamaki
CDMS@VLDB 2022
- Efficient Massively Parallel Join Optimization for Large Queries Riccardo Mancini, Srinivas Karthik, Bikash Chandra, Vasilis Mageirakos, Anastasia Ailamaki,
SIGMOD 2022
- Efficient GPU-accelerated Join Optimization for Complex Queries Vasilis Mageirakos, Riccardo Mancini, Srinivas Karthik, Bikash Chandra, Anastasia Ailamaki,
ICDE 2022 (demo)
- Platform-independent Robust Query Processing, Srinivas Karthik, Jayant Haritsa, Sreyash Kenkre, Vinayaka Pandit, Lohit Krishnan, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.
(Invited Paper)
- A Concave Path to Low-overhead Robust Query Processing, Srinivas Karthik, Jayant Haritsa, Sreyash Kenkre, Vinayaka Pandit,
PVLDB Journal vol. 11, no. 13, September 2018
- Platform-independent Robust Query Processing , Srinivas Karthik, Jayant Haritsa, Sreyash Kenkre, Vinayaka Pandit, IEEE International Conference on Data Engineering (ICDE), 2016.
(Received the Best Student Paper Award)
- Robust Query Processing
Srinivas Karthik PhD Workshop at IEEE International Conference on Data Engineering (ICDE), 2016.
- Online Network Inference: A Node Centric Approach
Ramakumar Pasumarthi, Srinivas Karthik, Ayush Choure, Vinayaka Pandit, Workshop on Social Networks as part of COMSNETS, 2014.
- Recourse Aware Resource Allocation for Contingency Planning in Distributed Service Delivery, Srinivas Karthik, Sreyash Kenkre, Krishnasuri Narayanam, Vinayaka Pandit, IEEE SOLI 2012.
- Resiliency Analytics Framework for Service Delivery Organizations, Srinivas Karthik, Sreyash Kenkre, Krishnasuri Narayanam, Vinayaka Pandit,
SRII, 2012.