title: Nanosurveyor: a framework for real-time data processing.
abstract: BACKGROUND
  The ever improving brightness of accelerator based sources is enabling novel observations and discoveries with faster frame rates, larger fields of view, higher resolution, and higher dimensionality.
  
  
  RESULTS
  Here we present an integrated software/algorithmic framework designed to capitalize on high-throughput experiments through efficient kernels, load-balanced workflows, which are scalable in design. We describe the streamlined processing pipeline of ptychography data analysis.
  
  
  CONCLUSIONS
  The pipeline provides throughput, compression, and resolution as well as rapid feedback to the microscope operators.
authors.affiliation: Laboratory of Molecular Biophysics, Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden.
authors.forename: Benedikt J
authors.initials: BJ
authors.lastname: Daurer
authors.affiliation: Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA USA.
authors.forename: Hari
authors.initials: H
authors.lastname: Krishnan
authors.affiliation: Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA USA.
authors.forename: Talita
authors.initials: T
authors.lastname: Perciano
authors.affiliation: Laboratory of Molecular Biophysics, Department of Cell and Molecular Biology, Uppsala University, Uppsala, Sweden.|NERSC, Lawrence Berkeley National Laboratory, Berkeley, CA USA.
authors.forename: Filipe R N C
authors.initials: FRNC
authors.lastname: Maia
authors.affiliation: Advanced Light Source, Lawrence Berkeley National Laboratory, Berkeley, CA USA.
authors.forename: David A
authors.initials: DA
authors.lastname: Shapiro
authors.affiliation: Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA USA.|Department of Mathematics, University of California, Berkeley, Berkeley, CA USA.
authors.forename: James A
authors.initials: JA
authors.lastname: Sethian
authors.affiliation: Computational Research Division, Lawrence Berkeley National Laboratory, Berkeley, CA USA.
authors.forename: Stefano
authors.identifier: 0000-0002-6798-2913
authors.initials: S
authors.lastname: Marchesini
keywords: Ptychography; Streaming