548 citations · 1k across the 22 of their papers we have counts for
22 papers
MorphStream: Scalable Processing of Transactions over Streams on Multicores
Yancan Mao, Jianjun Zhao, Zhonghao Yang +3
Transactional Stream Processing Engines (TSPEs) form the backbone of modern stream applications handling shared mutable states. Yet, the full potential of these systems, specifical…
Space-Efficient Random Walks on Streaming Graphs
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiane-Ruiz +1
Graphs in many applications, such as social networks and IoT, are inherently streaming, involving continuous additions and deletions of vertices and edges at high rates. Constructi…
Satellite Image Search in AgoraEO
Ahmet Kerem Aksoy, Pavel Dushev, Eleni Tzirita Zacharatou +5
The growing operational capability of global Earth Observation (EO) creates new opportunities for data-driven approaches to understand and protect our planet. However, the current…
A Survey on Transactional Stream Processing
Shuhao Zhang, Juan Soto, Volker Markl
Transactional stream processing (TSP) strives to create a cohesive model that merges the advantages of both transactional and stream-oriented guarantees. Over the past decade, nume…
Good Intentions: Adaptive Parameter Management via Intent Signaling
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke +3
Parameter management is essential for distributed training of large machine learning (ML) tasks. Some ML tasks are hard to distribute because common approaches to parameter managem…
Efficient Specialized Spreadsheet Parsing for Data Science
Felix Henze, Haralampos Gavriilidis, Eleni Tzirita Zacharatou +1
Spreadsheets are widely used for data exploration. Since spreadsheet systems have limited capabilities, users often need to load spreadsheets to other data science environments to…