IBM Research - Ireland Internship Project: AI for Automated Next Gen Cloud       

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IBM Research - Ireland Internship Project: AI for Automated Next Gen Cloud - overview


Project Description:
 
Going deeper into new models of computing, from microservices to disaggregated
rackscale cloud architecture - is constantly creating new opportunities in having cloud
applications more closely matched against available resources.
 
During this internship, you will have the opportunity to join IBM Research in
exploring the use of novel AI techniques (e.g. Reinforcement Learning) to
efficiently match cloud workloads to cloud resource pools. You will be able to
delve deeper into understanding varying requirements of real cloud workloads,
apply ML algorithms to resource management problem solving, prototype your solution
on a cutting-edge cloud prototype and make your mark by publishing your evaluation findings.
 
Skills:
 
Hands-on experience in programming using compiled languages (e.g. C/C++),
some level of hands-on familiarity with OS/systems essentials for cloud  (OS/virtualization/containers),
some level of familiarity with ML.
 
Skills you will master:
 
Applying AI/ML to cloud problem solving, deep dive into OS/virtualization resource management in trending software-defined datacenters,