Zobrazeno 1 - 10
of 18
pro vyhledávání: '"Lawrence Drabeck"'
Publikováno v:
International Journal of Machine Learning and Computing. 10:1-9
Publikováno v:
IEEE BigData
The ability to process large amounts of data efficiently is a must in modern Big Data, Data Science and Machine Learning (ML). Easy and succinct workflow expression with highly efficient scaling is key. Existing systems such as Apache Spark and Beam
Publikováno v:
IEEE BigData
Voice interfaces are fast becoming an important human-machine interfaces, and Wake Word Engines (WWEs) are a critical part of modern voice interfaces. There are recent advancements in applying Deep Learning (DL) or Deep Neural Network architectures f
Publikováno v:
INFOCOM Workshops
Malware, short for malicious software, contuses to morph and change. Traditional anti-virus software may have problems detecting malicious software that have not been seen before. By employing machine learning techniques, one can learn the general be
Autor:
Mark Haner, Chitra Sawkar, Nachi K. Nithi, Lawrence Drabeck, Arumugam Buvaneswari, Paul Anthony Polakos
Publikováno v:
Bell Labs Technical Journal. 15:99-117
In order to meet demanding performance objectives in Long Term Evolution (LTE) networks, it is mandatory to implement highly efficient, autonomic self-optimization and configuration processes. Self-optimization processes have already been studied in
Publikováno v:
IEEE Transactions on Antennas and Propagation. 58:2012-2020
Analysis of radio propagation over varying, clutter-covered terrain was carried out aiming at prediction of power received by a terminal immersed in clutter, with the transmitter placed above clutter. The need for such prediction arises, for example,
Publikováno v:
Bell Labs Technical Journal. 11:307-313
The advent of per call measurement data (PCMD) in Alcatel-Lucent network products has enabled an unprecedented view into code division multiple access (CDMA) network operation at the subscriber level. The timing information available in PCMD records
Autor:
Paul Anthony Polakos, Lawrence Drabeck, J. Srinivasan, Lu Zhang, John M. Graybeal, J.D. Hobby, George E. Rittenhouse, Georg Hampel, D. Abush-Magder, A. Diaz, M. MacDonald, M.J. Flanagan, H. Trickey
Publikováno v:
IEEE Communications Magazine. 43:S14-S21
With the evolution of wireless technologies, the optimization process for the radio access network has undergone a dramatic increase in complexity. This trend is driven by the introduction of multiple objectives for packet data services, the increasi
Autor:
Lawrence Drabeck, Michael J. Flanagan, Georg Hampel, Jayanthi Srinivasan, Alvaro Díaz, William M Macdonald
Publikováno v:
Bell Labs Technical Journal. 9:49-66
Bell Labs Research and Lucent Worldwide Services (LWS) have developed a radio frequency (RF) optimization service to improve performance of cellular networks. This service utilizes the Bell Labs-developed Ocelot® software platform, which can simulta
Autor:
Thierry Klein, Lawrence Drabeck, Chitra Sawkar, Buvaneswari Ramanan, Nachi K. Nithi, Mark Haner
Publikováno v:
WTS
With the rapid increase of traffic on the web, content caching reduces user-perceived latency as well as the transmission of redundant traffic on the network. In this study, we analyze the gains of HTTP content caching at the location of SGW in an LT