Ako: Decentralised Deep Learning with Partial Gradient Exchange. - Pijika Watcharapichat; Victoria Lopez Morales; Raul Castro Fernandez; Peter R. Pietzuch (SoCC, 2016)

BrowserFlow: Imprecise Data Flow Tracking to Prevent Accidental Data Disclosure. - Ioannis Papagiannis; Pijika Watcharapichat; Divya Muthukumaran; Peter R. Pietzuch (Middleware, 2016)

Improving the performance of dataflow systems for deep neural network training. - Pijika Watcharapichat (2017)

Meta-Dataflows: Efficient Exploratory Dataflow Jobs. - Raul Castro Fernandez; William Culhane; Pijika Watcharapichat; Matthias Weidlich 001; Victoria Lopez Morales; Peter R. Pietzuch (SIGMOD Conference, 2018)

Crossbow: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers. - Alexandros Koliousis; Pijika Watcharapichat; Matthias Weidlich 001; Luo Mai; Paolo Costa; Peter R. Pietzuch (Proc. VLDB Endow., 2019)