Essays about: "geo-distributed"

Showing result 1 - 5 of 6 essays containing the word geo-distributed.

1. 1. A performance study for autoscaling big data analytics containerized applications : Scalability of Apache Spark on Kubernetes

   University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskap

   Author : Vinay Kumar Vennu; Sai Ram Yepuru; [2022]
   Keywords : Containers; Container Orchestration; Big data analytics; Autoscaling; Resource Management;

   Abstract : Container technologies are rapidly changing how distributed applications are executed and managed on cloud computing resources. As containers can be deployed on a large scale, there is a tremendous need for Container Orchestration tools like Kubernetes that are highly automatic in deployment, scaling, and management. READ MORE

3. 2. Optimization of Data Propagation Algorithm for Conflict-Free Replicated Data Type-based Datastores in Geo-Distributed Edge Environment

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Vinayak Prabhakar Tejankar; [2020]
   Keywords : Eventual consistency; gossip protocols; edge computing; distributed systems.; Eventuell konsistens; skvallerprotokoll; edge computing; distribuerade system.;

   Abstract : Replication primarily provides data availability by having multiple copies over different systems and is exploited to make distributed systems scalable in num- bers and geographical areas. Placing a replica closer to the source of request can also significantly reduce the time required to service the request, improv- ing applications’ performance. READ MORE

4. 3. Autoscaling in geo-distributed clouds

   University essay from Uppsala universitet/Institutionen för informationsteknologi

   Author : Sara Back; [2019]
   Keywords : ;

   Abstract : .... READ MORE

5. 4. Geo-distributed multi-layer stream aggregation

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Pietro Cannalire; [2018]
   Keywords : stream processing; geo-distributed; architecture; algorithms; windowing; data synopses; Apache Spark Structured Streaming; Apache Kafka; Misra-Gries algorithm; flödesbehandling; geo-distribuerade; arkitekturen; algoritmerna; windowing; data synopses; Apache Spark Structured Streaming; Apache Kafka; Misra-Gries-algoritmen;

   Abstract : The standard processing architectures are enough to satisfy a lot of applications by employing already existing stream processing frameworks which are able to manage distributed data processing. In some specific cases, having geographically distributed data sources requires to distribute even more the processing over a large area by employing a geographically distributed architecture. READ MORE

6. 5. Network Latency Estimation Leveraging Network Path Classification

   University essay from KTH/Network Systems Laboratory (NS Lab)

   Author : Khalid Omer Mahgoub Saied; [2018]
   Keywords : Latency estimation; Sudan traceroute; Paris traceroute; Amazon EC2; distributed systems; Uppskattning av nätverksfördröjning; Sudan traceroute; Paris traceroute; Amazon EC2; distribuerade system;

   Abstract : With the development of the Internet, new network services with strict network latency requirements have been made possible. These services are implemented as distributed systems deployed across multiple geographical locations. To provide low response time, these services require knowledge about the current network latency. READ MORE