User profiles for K. Lillaney

Kunal Lillaney

Amazon Web Services
Verified email at amazon.com
Cited by 548

Whole-brain serial-section electron microscopy in larval zebrafish

…, IH Bianco, S Saalfeld, AD Baden, K Lillaney… - Nature, 2017 - nature.com
High-resolution serial-section electron microscopy (ssEM) makes it possible to investigate the
dense meshwork of axons, dendrites, and synapses that form neuronal circuits 1 . However…

A community-developed open-source computational ecosystem for big neuro data

…, F Collman, S Seshamani, JL Patsolic, K Lillaney… - Nature …, 2018 - nature.com
To the Editor—Recent technological developments, such as high-throughput imaging and
sequencing, enable experimentalists to collect increasingly large, complex, and …

The open connectome project data cluster: scalable analysis and vision for high-throughput neuroscience

R Burns, K Lillaney, DR Berger, L Grosenick… - Proceedings of the 25th …, 2013 - dl.acm.org
We describe a scalable database cluster for the spatial analysis and annotation of high-throughput
brain imaging data, initially for 3-d electron microscopy image stacks, but for time-…

[HTML][HTML] An automated images-to-graphs framework for high resolution connectomics

…, JT Vogelstein, P Manavalan, K Lillaney… - Frontiers in …, 2015 - frontiersin.org
Reconstructing a map of neuronal connectivity is a critical challenge in contemporary
neuroscience. Recent advances in high-throughput serial section electron microscopy (EM) have …

The Block Object Storage Service (bossDB): A Cloud-Native Approach for Petascale Neuroscience Discovery

…, T Gion, P Manavalan, J Matelsky, A Baden, K Lillaney… - bioRxiv, 2017 - biorxiv.org
Large volumetric neuroimaging datasets have grown in size over the past ten years from
gigabytes to terabytes, with petascale data becoming available and more common over the …

A large deformation diffeomorphic approach to registration of CLARITY images via mutual information

…, J Matelsky, AD Baden, K Lillaney, K Deisseroth… - … Image Computing and …, 2017 - Springer
… Following [3], maps of the form \(\phi _{t_j 0}\) and \(\phi _{t_j 1}\) are computed using semi-Lagrangian
integrators while operators L and K are applied in the Fourier domain. Starting …

Agni: An efficient dual-access file system over object storage

K Lillaney, V Tarasov, D Pease, R Burns - Proceedings of the ACM …, 2019 - dl.acm.org
Object storage is a low-cost, scalable component of cloud ecosystems. However, interface
incompatibilities and performance limitations inhibit its adoption for emerging cloud-based …

Gradient-domain fusion for color correction in large EM image stacks

M Kazhdan, K Lillaney, W Roncal, D Bock… - arXiv preprint arXiv …, 2015 - arxiv.org
We propose a new gradient-domain technique for processing registered EM image stacks
to remove inter-image discontinuities while preserving intra-image detail. To this end, we …

The case for dual-access file systems over object storage

K Lillaney, V Tarasov, D Pease, R Burns - … on Hot Topics in Storage and …, 2019 - usenix.org
Object storage has emerged as a low-cost and hyper-scalable alternative to distributed file
systems. However, interface incompatibilities and performance limitations often compel users …

Building NDStore through hierarchical storage management and microservice processing

K Lillaney, D Kleissas, A Eusman… - 2018 IEEE 14th …, 2018 - ieeexplore.ieee.org
We describe NDStore, a scalable multi-hierarchical data storage deployment for spatial
analysis of neuroscience data on the AWS cloud. The system design is inspired by the …