ISG Talks are sponsored by Couchbase.
Kunwoo Park: CloudMapper: A Pay-as-you-go Solution for Accelerating Genomics Sequence Alignment Using Public Clouds
DBH 3011CloudMapper: A Pay-as-you-go Solution for Accelerating Genomics Sequence Alignment Using Public Clouds Abstract: Single-cell RNA sequencing (scRNA-seq) alignment remains a computational bottleneck in bioinformatics data analysis. As datasets grow in size […]
Sainyam Galhotra (Cornell): Context-aware Responsible Data Science
DBH 6011Abstract: Data-based systems are increasingly used in applications that have far-reaching consequences and long-lasting societal impact. However, the development process remains highly specialized, tedious, and unscalable. This produces a manually […]
Binbin Gu: PoneglyphDB: Efficient Non-interactive Zero-Knowledge Proofs for Arbitrary SQL Queries Verification
DBH 3011Abstract: In database applications involving sensitive data, the dual imperatives of data confidentiality and provable (verifiable) query processing are important. This paper introduces PoneglyphDB, a database system that leverages non-interactive zero-knowledge proofs […]
Shengquan Ni: IcedTea: Efficient and Responsive Time-Travel Debugging in Dataflow Systems
DBH 3011Abstract: As data analytics grow in popularity, the increasing volume of data and complexity of jobs require users to wait longer to see results, hindering productivity and causing frustration. To address […]
Abhishek Singh: LogPoseDB: Transaction Handoff and Agreement in Edge-Cloud Systems
DBH 3011Abstract: Emerging IoT and edge applications demand fast response times that cannot be achieved by faraway cloud datacenters. This motivates building edge-cloud systems where nodes on the edge can participate in […]
Xiaodong Zhang (The Ohio State University): Data Management: Interactions with Computer Architecture and Systems
DBH 6011Abstract: We have entered a data-centric computing era, characterized by the coexistence of diverse parallel and specialized hardware accelerators along with general-purpose processors. In this ecosystem, minimizing data movement has become […]
Yicong Huang: Building Data Systems to Broaden the Access of Data Science, AI, and ML
DBH 3011Abstract In an era where data-driven decision-making shapes industries, governments, and everyday life, the ability to leverage data science has become an essential skill. Modern data science tools—encompassing data collection, […]
Amr El Abbadi (UCSB): Practical Approaches for Private and Scalable Information Data Management Systems
DBH 6011Practical Approaches for Private and Scalable Information Data Management Systems Amr El Abbadi Professor of Computer Science University of California at Santa Barbara Abstract. Increasingly countries and regions have […]
Jiadong Bai: TBD
DBH 3011Ketan C Maheshwari (Oak Ridge National Laboratory): Enacting Distributed HPC Workflows: Opportunities and Challenges
DBH 3011Abstract: The Dept of Energy (DOE) complex comprises of many science facilities that could be classified as data producing (eg. the Advanced Photon Source at Argonne National Laboratory) and consuming (eg. […]