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In-situ ai: Towards autonomous and incremental deep learning for iot systems
Recent years have seen an exploration of data volumes from a myriad of IoT devices, such
as various sensors and ubiquitous cameras. The deluge of IoT data creates enormous …
as various sensors and ubiquitous cameras. The deluge of IoT data creates enormous …
Towards unified data and lifecycle management for deep learning
Deep learning has improved state-of-the-art results in many important fields, and has been
the subject of much research in recent years, leading to the development of several systems …
the subject of much research in recent years, leading to the development of several systems …
Serving deep learning models with deduplication from relational databases
There are significant benefits to serve deep learning models from relational databases. First,
features extracted from databases do not need to be transferred to any decoupled deep …
features extracted from databases do not need to be transferred to any decoupled deep …
Similarity caching: Theory and algorithms
This paper focuses on similarity caching systems, in which a user request for an object that
is not in the cache can be (partially) satisfied by a similar stored object, at the cost of a loss of …
is not in the cache can be (partially) satisfied by a similar stored object, at the cost of a loss of …
Grades: Gradient descent for similarity caching
A similarity cache can reply to a query for an object with similar objects stored locally. In
some applications of similarity caches, queries and objects are naturally represented as …
some applications of similarity caches, queries and objects are naturally represented as …
Similarity caching: Theory and algorithms
This paper focuses on similarity caching systems, in which a user request for an object o that
is not in the cache can be (partially) satisfied by a similar stored object o', at the cost of a loss …
is not in the cache can be (partially) satisfied by a similar stored object o', at the cost of a loss …
Modelhub: Towards unified data and lifecycle management for deep learning
Deep learning has improved state-of-the-art results in many important fields, and has been
the subject of much research in recent years, leading to the development of several systems …
the subject of much research in recent years, leading to the development of several systems …
An approach for leukocytes nuclei segmentation based on image fusion
J Rawat, A Singh, HS Bhadauria - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
Now day's blood smear evaluation is a most common clinical test for the hematologists. In
Most of the cases like Neutrophilia, Acute leukemia, the hematologists are eager to know …
Most of the cases like Neutrophilia, Acute leukemia, the hematologists are eager to know …
DESIGN AND ANALYSIS OF CONTENT CACHING SYSTEMS
A Sabnis - 2023 - scholarworks.umass.edu
Caching is a simple yet powerful technique that has had a significant impact on improving
the performance of various computer systems. From internet content delivery to CPUs …
the performance of various computer systems. From internet content delivery to CPUs …