Predicting expected TCP throughput using genetic algorithm
نویسندگان
چکیده
منابع مشابه
Predicting expected TCP throughput using genetic algorithm
Predicting the expected throughput of TCP is important for several aspects such as e.g. determining handover criteria for future multihomed mobile nodes or determining the expected throughput of a given MPTCP subflow for load-balancing reasons. However, this is challenging due to time varying behavior of the underlying network characteristics. In this paper, we present a genetic-algorithm-based...
متن کاملPredicting TCP Throughput Using Time Series Forecasting
Forecasting end-to-end throughput accurately can be vital for several applications. Peer-to-peer applications like BitTorrent or Skype will be able to select the peers more efficiently if the throughput in the short-term is known. On the other hand applications can adapt their behaviour accordingly, if they know how the end-to-end throughput is going to vary in the lifetime of a connection. Thi...
متن کاملAn Algorithm for Predicting Recurrence of Breast Cancer Using Genetic Algorithm and Nearest Neighbor Algorithm
Introduction: Breast cancer is one of the most common types of cancer and the most common type of malignancy in women, which has been growing in recent years. Patients with this disease have a chance of recurrence. Many factors reduce or increase this probability. Data mining is one of the methods used to detect or anticipate cancers, and one of its most common uses is to predict the recurrence...
متن کاملAn Algorithm for Predicting Recurrence of Breast Cancer Using Genetic Algorithm and Nearest Neighbor Algorithm
Introduction: Breast cancer is one of the most common types of cancer and the most common type of malignancy in women, which has been growing in recent years. Patients with this disease have a chance of recurrence. Many factors reduce or increase this probability. Data mining is one of the methods used to detect or anticipate cancers, and one of its most common uses is to predict the recurrence...
متن کاملPredicting TCP Throughput From Non-invasive Network Sampling
In this paper, we wish to derive analytic models that predict the performance of TCP flows between specified end-points using routinely observed network characteristics such as loss and delay. The ultimate goal of our approach is to convert network observables into representative user and application relevant performance metrics.The main contributions of this paper are in studying which network...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: Computer Networks
سال: 2016
ISSN: 1389-1286
DOI: 10.1016/j.comnet.2016.08.027