Zobrazeno 1 - 10
of 284
pro vyhledávání: '"Sivasubramaniam, Anand"'
The front end bottleneck in datacenter workloads has come under increased scrutiny, with the growing code footprint, involvement of numerous libraries and OS services, and the unpredictability in the instruction stream. Our examination of these workl
Externí odkaz:
http://arxiv.org/abs/2211.10480
Autor:
Ramezani, Morteza, Cong, Weilin, Mahdavi, Mehrdad, Kandemir, Mahmut T., Sivasubramaniam, Anand
Despite the recent success of Graph Neural Networks (GNNs), training GNNs on large graphs remains challenging. The limited resource capacities of the existing servers, the dependency between nodes in a graph, and the privacy concern due to the centra
Externí odkaz:
http://arxiv.org/abs/2111.08202
Graph-based data structures have drawn great attention in recent years. The large and rapidly growing trend on developing graph processing systems focuses mostly on improving the performance by preprocessing the input graph and modifying its layout.
Externí odkaz:
http://arxiv.org/abs/2104.10039
Autor:
Norris, Michael, Celik, Berkay, McDaniel, Patrick, Tan, Gang, Venkatesh, Prasanna, Zhao, Shulin, Sivasubramaniam, Anand
IoT devices are decentralized and deployed in un-stable environments, which causes them to be prone to various kinds of faults, such as device failure and network disruption. Yet, current IoT platforms require programmers to handle faults manually, a
Externí odkaz:
http://arxiv.org/abs/2002.07641
Predicting travel times of vehicles in urban settings is a useful and tangible quantity of interest in the context of intelligent transportation systems. We address the problem of travel time prediction in arterial roads using data sampled from probe
Externí odkaz:
http://arxiv.org/abs/1711.05767
We formulate optimization problems to study how data centers might modulate their power demands for cost-effective operation taking into account three key complex features exhibited by real-world electricity pricing schemes: (i) time-varying prices (
Externí odkaz:
http://arxiv.org/abs/1308.0585
Since the electricity bill of a data center constitutes a significant portion of its overall operational costs, reducing this has become important. We investigate cost reduction opportunities that arise by the use of uninterrupted power supply (UPS)
Externí odkaz:
http://arxiv.org/abs/1103.3099
Autor:
Nagarathinam, Srinarayana, Doddi, Harish, Vasan, Arunchandar, Sarangan, Venkatesh, Venkata Ramakrishna, P., Sivasubramaniam, Anand
Publikováno v:
In Energy & Buildings 15 March 2017 139:476-486