Secure transaction processing in firm real-time database systems
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Exploiting process lifetime distributions for dynamic load balancing
ACM Transactions on Computer Systems (TOCS)
Scheduling Algorithms for Multiprogramming in a Hard-Real-Time Environment
Journal of the ACM (JACM)
Measuring the Performance of Real-Time Systems
Real-Time Systems - Selected papers from IFAC/IFIP workshops on real-time programming
IEEE Transactions on Parallel and Distributed Systems
QoS Negotiation in Real-Time Systems and Its Application to Automated Flight Control
IEEE Transactions on Computers
The performance of public key-enabled kerberos authentication in mobile computing applications
CCS '01 Proceedings of the 8th ACM conference on Computer and Communications Security
Deadline Scheduling for Real-Time Systems: Edf and Related Algorithms
Deadline Scheduling for Real-Time Systems: Edf and Related Algorithms
Integrating Security and Real-Time Requirements Using Covert Channel Capacity
IEEE Transactions on Knowledge and Data Engineering
Dynamic, Reliability-Driven Scheduling of Parallel Real-Time Jobs in Heterogeneous Systems
ICPP '02 Proceedings of the 2001 International Conference on Parallel Processing
Data Intensive Distributed Computing; A Medical Application Example
HPCN Europe '99 Proceedings of the 7th International Conference on High-Performance Computing and Networking
Predicting the Performance of Wide Area Data Transfers
IPDPS '02 Proceedings of the 16th International Parallel and Distributed Processing Symposium
CRYPTO '96 Proceedings of the 16th Annual International Cryptology Conference on Advances in Cryptology
Security Architecture for a Virtual Heterogeneous Machine
ACSAC '98 Proceedings of the 14th Annual Computer Security Applications Conference
Maintaining Security in Firm Real-Time Database Systems
ACSAC '98 Proceedings of the 14th Annual Computer Security Applications Conference
Toward a Taxonomy and Costing Method for Security Services
ACSAC '99 Proceedings of the 15th Annual Computer Security Applications Conference
Scheduling Resources in Multi-User, Heterogeneous, Computing Environments with SmartNet
HCW '98 Proceedings of the Seventh Heterogeneous Computing Workshop
Dynamic Matching and Scheduling of a Class of Independent Tasks onto Heterogeneous Computing Systems
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
HCW '99 Proceedings of the Eighth Heterogeneous Computing Workshop
On the Efficient Scheduling of Non-Periodic Tasks in Hard Real-Time Systems
RTSS '99 Proceedings of the 20th IEEE Real-Time Systems Symposium
Breaking the barriers: high performance security for high performance computing
Proceedings of the 2002 workshop on New security paradigms
ICPP '99 Proceedings of the 1999 International Conference on Parallel Processing
ICPP '02 Proceedings of the 2002 International Conference on Parallel Processing
Towards Trust-Aware Resource Management in Grid Computing Systems
CCGRID '02 Proceedings of the 2nd IEEE/ACM International Symposium on Cluster Computing and the Grid
A Data Scheduling Algorithm for Autonomous Distributed Real-Time Applications in Grid Computing
ICPP '04 Proceedings of the 2004 International Conference on Parallel Processing
Memory Conscious Task Partition and Scheduling in Grid Environments
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
Dynamic Scheduling of Parallel Jobs with QoS Demands in Multiclusters and Grids
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
Deadline Scheduling with Priority for Client-Server Systems on the Grid
GRID '04 Proceedings of the 5th IEEE/ACM International Workshop on Grid Computing
Dynamic Task Scheduling with Security Awareness in Real-Time Systems
IPDPS '05 Proceedings of the 19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 15 - Volume 16
SAREC: A Security-Aware Scheduling Strategy for Real-Time Applications on Clusters
ICPP '05 Proceedings of the 2005 International Conference on Parallel Processing
An adaptable security manager for real-time transactions
Euromicro-RTS'00 Proceedings of the 12th Euromicro conference on Real-time systems
PARM: a power-aware message scheduling algorithm for real-time wireless networks
WMuNeP '05 Proceedings of the 1st ACM workshop on Wireless multimedia networking and performance modeling
Risk-Resilient Heuristics and Genetic Algorithms for Security-Assured Grid Job Scheduling
IEEE Transactions on Computers
Scheduling Security-Critical Real-Time Applications on Clusters
IEEE Transactions on Computers
Modeling and improving security of a local disk system for write-intensive workloads
ACM Transactions on Storage (TOS)
StReD: A quality of security framework for storage resources in Data Grids
Future Generation Computer Systems
Security-driven scheduling for data-intensive applications on grids
Cluster Computing
Improving security for periodic tasks in embedded systems through scheduling
ACM Transactions on Embedded Computing Systems (TECS)
Providing Security of Real Time Data Intensive Applications on Grids Using Dynamic Scheduling
GPC '09 Proceedings of the 4th International Conference on Advances in Grid and Pervasive Computing
New challenges of parallel job scheduling
JSSPP'07 Proceedings of the 13th international conference on Job scheduling strategies for parallel processing
International Journal of Ad Hoc and Ubiquitous Computing
Quality of security adaptation in parallel disk systems
Journal of Parallel and Distributed Computing
Weight-balanced security-aware scheduling for real-time computational grid
International Journal of Grid and Utility Computing
A security-oriented task scheduler for heterogeneous distributed systems
HiPC'06 Proceedings of the 13th international conference on High Performance Computing
International Journal of Network Management
Security Driven Scheduling Model for Computational Grid Using NSGA-II
Journal of Grid Computing
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Real-time applications with security requirements are emerging in various areas including government, education, and business. However, conventional real-time scheduling algorithms failed to fulfill the security requirements of real-time applications. In this paper we propose a dynamic real-time scheduling algorithm, or SAREG, which is capable of enhancing quality of security for real-time applications running on Grids. In addition, we present a mathematical model to formally describe a scheduling framework, security-sensitive real-time applications, and security overheads. We leverage the model to measure security overheads incurred by security services, including encryption, authentication, integrity check, etc. The SAREG algorithm seamlessly integrates security requirements into real-time scheduling by employing the security overhead model. To evaluate the effectiveness of SAREG, we conducted extensive simulations using a real world trace from a supercomputing center. Experimental results show that SAREG significantly improves system performance in terms of quality of security and schedulability over three existing scheduling algorithms.