Authentication in distributed systems: theory and practice
ACM Transactions on Computer Systems (TOCS)
Role-Based Access Control Models
Computer
Packet Scheduling with QoS Differentiation
Wireless Personal Communications: An International Journal
Integrating Security and Real-Time Requirements Using Covert Channel Capacity
IEEE Transactions on Knowledge and Data Engineering
On QoS-Based Scheduling of a Meta-Task with Multiple QoS Demands in Heterogeneous Computing
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
SRPT Scheduling for Web Servers
JSSPP '01 Revised Papers from the 7th International Workshop on Job Scheduling Strategies for Parallel Processing
Toward a Taxonomy and Costing Method for Security Services
ACSAC '99 Proceedings of the 15th Annual Computer Security Applications Conference
Security as a Dimension of Quality of Service in Active Service Environments
AMS '01 Proceedings of the Third Annual International Workshop on Active Middleware Services
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
Toward Quality of Security Service in a Resource Management System Benefit Function
HCW '00 Proceedings of the 9th Heterogeneous Computing Workshop
Multiple Priorities QoS Scheduling for Simultaneous Videos Transmissions
MSE '00 Proceedings of the 2000 International Conference on Microelectronic Systems Education
Taxomomy of QoS Specifications
WORDS '97 Proceedings of the 3rd Workshop on Object-Oriented Real-Time Dependable Systems - (WORDS '97)
Breaking the barriers: high performance security for high performance computing
Proceedings of the 2002 workshop on New security paradigms
LDBS: A Duplication Based Scheduling Algorithm for Heterogeneous Computing Systems
ICPP '02 Proceedings of the 2002 International Conference on Parallel Processing
QoS guided min-min heuristic for grid task scheduling
Journal of Computer Science and Technology - Grid computing
Security-Driven Heuristics and A Fast Genetic Algorithm for Trusted Grid Job Scheduling
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Papers - Volume 01
Lexicographic QoS scheduling for parallel I/O
Proceedings of the seventeenth annual ACM symposium on Parallelism in algorithms and architectures
A Hybrid Searching Scheme in Unstructured P2P Networks
ICPP '05 Proceedings of the 2005 International Conference on Parallel Processing
QoS control for optimality and safety
Proceedings of the 5th ACM international conference on Embedded software
Extending RSVP for Quality of Security Service
IEEE Internet Computing
Schedulability Driven Security Optimization in Real-time Systems
ARES '06 Proceedings of the First International Conference on Availability, Reliability and Security
Scheduling Security-Critical Real-Time Applications on Clusters
IEEE Transactions on Computers
A Security Middleware Model for Real-Time Applications on Grids
IEICE - Transactions on Information and Systems
QoS scheduling components based on firm real-time requirements
AICCSA '05 Proceedings of the ACS/IEEE 2005 International Conference on Computer Systems and Applications
Real-time scheduling with quality of security constraints
International Journal of High Performance Computing and Networking
Weight-balanced security-aware scheduling for real-time computational grid
International Journal of Grid and Utility Computing
Information Sciences: an International Journal
Security-aware scheduling model for computational grid
Concurrency and Computation: Practice & Experience
Resource Management in Real Time Distributed System with Security Constraints: A Review
International Journal of Distributed Systems and Technologies
Security Driven Scheduling Model for Computational Grid Using NSGA-II
Journal of Grid Computing
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High quality of security service is increasingly critical for applications running on heterogeneous distributed systems. However, existing scheduling algorithms for heterogeneous distributed systems disregard security requirements of applications. To address this issue, in this paper, we introduce security heterogeneity concept for our scheduling model in the context of distributed systems. Based on the concept, we propose a novel heuristic scheduling algorithm, or SATS, which strives to maximize the probability that all tasks are executed without any risk of being attacked. Extensive experimental studies using real-world traces indicate that the scheduling performance is affected by heterogeneities of security and computational power. Additionally, empirical results demonstrate that with respect to security and performance, the proposed scheduling algorithm outperforms existing approaches under a wide spectrum of workload conditions.