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  1. Generative Language Models for Personalized Information Understanding

    ... has predominantly focused on delivering pre-existing content to users with potential interests, this thesis explores generative ... models, our objective is to generate novel personalized content for individual users. As a result, users from diverse backgrounds can ...

  2. Ramesh Sitaraman's research on an energy-efficient cloud system highlighted

    ... 2012. Download PDF Energy-Aware Load Balancing in Content Delivery Networks , Vimal Mathew, Ramesh K. Sitaraman, and Prashant ...

  3. Resource Allocation in Distributed Service Networks

    ... system remains one of the most critical problem. Delivering content generated from the deployed smart devices to users with a low response ... architecture to reduce the response time for delivering content to the end user. To this end, we study the utility optimization of ...

  4. Spring 09 Course Descriptions

    ... The World-Wide-Web was originally envisioned for static content -- every time you visited a website you got exactly the same page -- ... course covers the creation of stateful websites with dynamic content, especially content drawn from databases, which are the basis for most ...

  5. Ramesh Sitaraman's research shows how poor online video quality impacts viewers

    ... in viewer behavior. "Anyone who provides online video content, from the major news channels to sports and movie outlets, is worried ... such loss of quality affects viewers," says Sitaraman. "Content providers want viewers to not abandon their videos, want viewers to ...

  6. Su, Sundarrajan Receive CICS 2021 Outstanding Dissertation Awards

    ... Traffic Provisioning and Adaptive Cache Management for Content Delivery,” presents efficient algorithms to provision user traffic in a large content delivery network (CDN) with the goal of minimizing the cache miss ...

  7. Gupta, Shenoy, Sitaraman Win Best Paper Award for Research on Sustainable Distributed Networks

    ... consumption of distributed networks that provide much of the content, applications and services that we access on the internet today. For their analysis, they used data from Akamai’s content delivery network (CDN), which consists of a quarter-million servers ...

  8. CICS in Boston: Machine Learning 589

    ... The course will be closely aligned in structure and content with the COMPSCI 589 course offered by Prof. Ben Marlin on the UMass ...

  9. Zink, Sitaraman Win Best Paper Award for Research on 360-Degree Video Streaming

    ... display, such videos enable the viewer to experience the content as if they were on the scene. But despite the many recent advancements ... predict what the user is likely to watch next, fetch that content ahead of time from the server, and store it on the user’s device, so ...

  10. Yahoo Research Talk

    ... 17, 2008 9:15 a.m. in CS 151 "Integration of News Content Into Web Results" Aggregated search refers to the integration of content from specialized corpora or verticals into web search results. ...

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