On Minimum Variance CPU-Scheduling Algorithm for Interactive Systems using Goal Programming

@article{Husain2016OnMV,
  title={On Minimum Variance CPU-Scheduling Algorithm for Interactive Systems using Goal Programming},
  author={Anas Jebreen Atyeeh Husain},
  journal={International Journal of Computer Applications},
  year={2016},
  volume={135},
  pages={51-59}
}
Improving response time is considered a fundamental objective in interactive environments. CPU scheduling aimed mainly to optimize the response time by minimizing its average in order to attain faster responses to users’ requests. However, for interactive systems, reasonable and predictable services are more preferred than faster responses but highly variable. Delivering service in a timely manner at less variable response time is an issue that has been addressed in this paper. A goal… 
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References

SHOWING 1-10 OF 58 REFERENCES
Towards Minimizing Processes Response Time in Interactive Systems
TLDR
This study schedules a batch of n processes, for servicing on a single resource, in such a way that the response time is minimized, using task and process terms interchangeably.
Online scheduling algorithms for average flow time and its variants
TLDR
This dissertation focuses on scheduling problems that are found in a clientserver setting where multiple clients and one server (or multiple servers) are the participating entities, and gives the first scalable algorithms in several scheduling settings for the `1 norm or `k norms of flow time of all requests.
Online Scheduling to Minimize Maximum Response Time and Maximum Delay Factor
TLDR
This paper presents several online scheduling algorithms for two related perfor- mance metrics, namely maximum response time and maximum delay-factor, and also their weighted versions, and gives scalable algorithms; that is, algorithms that when given (1+e)-speed are O(poly(1=e))-competitive for any fixed e > 0.
Varying Response Ratio Priority: A Preemptive CPU Scheduling Algorithm (VRRP)
TLDR
Experiment and comparison show that the VRRP outperforms other CPU scheduling algorithms and gives better evaluation results in the form of scheduling criteria.
A Comparative Study of Job Scheduling Strategies in Large-Scale Parallel Computational Systems
TLDR
A comprehensive workload characterization is presented that can be used as a tool for optimizing system's performance and for scheduler design and helps to choose an appropriate job scheduling policy in a given scenario.
CPU scheduling and memory management for interactive real-time applications
TLDR
The evaluation demonstrates that the CPU scheduler enables the simultaneous playback of multiple movies to perform at the stable frame-rates more than existing real-time CPU schedulers, while also improves the ratio of hard-deadline guarantee for randomly-generated task sets.
Optimizing CPU Scheduling for Real Time Applications Using Mean-Difference Round Robin (MDRR) Algorithm
TLDR
The experimental results of the proposed Mean-Difference Round Robin Algorithm have been compared with other standard scheduling algorithms and the proposed algorithm is found to have produced optimum scheduling.
Analysis of SRPT scheduling: investigating unfairness
TLDR
The degree of unfairness under SRPT is surprisingly small, and closed-form expressions for mean response time as a function of job size are proved in this setting.
A weighted-fair-queuing (WFQ)-based dynamic request scheduling approach in a multi-core system
Minimizing Maximum Response Time and Delay Factor in Broadcast Scheduling
TLDR
It is shown that a natural greedy algorithm modeled after LWF (Longest-Wait-First) is not O(1)-competitive for maximum delay factor with any constant speed even in the setting of standard scheduling with unit-sized jobs.
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