Deepdrivemd: Deep-learning driven adaptive molecular simulations for protein folding

H Lee, M Turilli, S Jha, D Bhowmik… - 2019 IEEE/ACM …, 2019 - ieeexplore.ieee.org
Simulations of biological macromolecules are important in understanding the physical basis
of complex processes such as protein folding. However, even with increasing computational …

Using clouds to provide grids with higher levels of abstraction and explicit support for usage modes

S Jha, A Merzky, G Fox - Concurrency and computation …, 2009 - Wiley Online Library
Grids in their current form of deployment and implementation have not been as successful
as hoped in engendering distributed applications. Among other reasons, the level of detail …

Saga bigjob: An extensible and interoperable pilot-job abstraction for distributed applications and systems

A Luckow, L Lacinski, S Jha - 2010 10th IEEE/ACM …, 2010 - ieeexplore.ieee.org
The uptake of distributed infrastructures by scientific applications has been limited by the
availability of extensible, pervasive and simple-to-use abstractions which are required at …

P∗: a model of pilot-abstractions

A Luckow, M Santcroos, A Merzky… - 2012 IEEE 8th …, 2012 - ieeexplore.ieee.org
Pilot-Jobs support effective distributed resource utilization, and are arguably one of the most
widely-used distributed computing abstractions-as measured by the number and types of …

[HTML][HTML] SAGA: A standardized access layer to heterogeneous distributed computing infrastructure

A Merzky, O Weidner, S Jha - SoftwareX, 2015 - Elsevier
Abstract Distributed Computing Infrastructure is characterized by interfaces that are
heterogeneous—syntactically and semantically. SAGA represents the most comprehensive …

Programming abstractions for data intensive computing on clouds and grids

C Miceli, M Miceli, S Jha, H Kaiser… - 2009 9th IEEE/ACM …, 2009 - ieeexplore.ieee.org
MapReduce has emerged as an important data-parallel programming model for data-
intensive computing-for Clouds and Grids. However most if not all implementations of …

Survey on interoperability, security, trust, privacy standardization of cloud computing

C Saravanakumar, C Arun - 2014 International Conference on …, 2014 - ieeexplore.ieee.org
Cloud computing is a service oriented concept which offers everything as a service. These
services are deployed at the server with necessary credentials in order to provide reliable …

Pilot-data: an abstraction for distributed data

A Luckow, M Santcroos, A Zebrowski, S Jha - Journal of Parallel and …, 2015 - Elsevier
Scientific problems that depend on processing large amounts of data require overcoming
challenges in multiple areas: managing large-scale data distribution, controlling co …

Understanding scientific applications for cloud environments

S Jha, DS Katz, A Luckow, A Merzky… - Cloud computing …, 2011 - Wiley Online Library
Distributed systems and their specific incarnations have evolved significantly over the years.
Most often, these evolutionary steps have been a consequence of external technology …

Understanding application-level interoperability: Scaling-out mapreduce over high-performance grids and clouds

S Sehgal, M Erdelyi, A Merzky, S Jha - Future Generation Computer …, 2011 - Elsevier
Application-level interoperability is defined as the ability of an application to utilize multiple
distributed heterogeneous resources. Such interoperability is becoming increasingly …