糖心TV

 

Recent:

• Congratulations to Joe Oakley who defended his PhD thesis on "Enhancing Serverless Architectures for Data-Intensive Workloads鈥�

• ( on Apache Flink), with Rustam Guliyev and Aparajita Haldar, VLDB '24

• Fully Serverless Distributed Inference with Scalable Cloud CommunicationLink opens in a new window, with Joe OakleyLink opens in a new window,

• , GeoInformatica '24
• Congratulations to Shuang Wang who defended her PhD thesis on "Learning-based Quantization for Graph Neural Networks and Spatio-Temporal Data Repositories"
• Congratulations to Chris Conlan who defended his PhD thesis on "Dynamic Spatio-Temporal Analytics for Measuring and Improving Accessibility in Cities"
• Aparajita presented our work in the at
• Congratulations to Teddy Cunningham for a Faculty of Science, Engineering, and Medicine PhD thesis prizeLink opens in a new window
• Low-bit quantization for graph neural networks;Link opens in a new window RustamLink opens in a new window presented the paper, at ACM CIKM '23 in

• with applications to and

• Aparajita HaldarLink opens in a new window defended her PhD thesis, "Hypergraph-based Optimisations for Scalable Graph Analytics and Learning", congrats Aparajita!
• , with a cloud-based software for TfWM
• , ACM Transactions on Spatial Algorithms and Systems '23
• , PVLDB '22 (presentation in VLDB '23)
• Congratulations to Teddy CunninghamLink opens in a new window who defended his PhD thesis titled "Generating and Sharing Differentially Private Spatio-Temporal Data Using Real-World Knowledge"
• Fair recourse-aware rankingLink opens in a new window, ACM CIKM '22
• Faculty of Science, Engineering and Medicine Post-Doctoral Research Prize (2022)Link opens in a new window to Gunduz Demirci, for his work on parallel and distributed neural networks. Congratulations!
• Private spatio-temporal trajectory sharingLink opens in a new window with local differential privacy, VLDB '21
• for compressed storage and querying of large datasets, VLDB '21
• Synthetic spatial data generationLink opens in a new window with differential privacy, SSTD '21
• Distinguished PC at
• via model-wise distributed memory parallelism and hypergraph partitioning, ACM ICS '21
• , World Wide Web '21
• Project on spatio-temporal graph analytics, with WMCA and ADEPT Live Labs;
• Best CS dissertation award to Sean Hooker for his work on sparsification and quantization of deep neural networks
• Project on spatio-temporal ML, with TfWM, Immense Simulations, one.network, blacc, and O2
• via graph ML, ACM IMWUT '20
• for large-scale spatio-temporal databases, ACM SIGMOD '20

BiographyLink opens in a new window

Scalable Data Systems

• 位-diverse Nearest Neighbors Browsing for Multi-dimensional dataLink opens in a new window

Spatial-Temporal Data Management