AI/ML
No longer the realm of supercomputing labs and theoretical research, AI/ML is just beginning to expand its practical applications. The combination of academic approaches and industry use cases promises to accelerate its adoption. Our research spans the gamut of algorithm development, data hygiene, AI methods, and attacking old challenges with AI approaches.
Projects
| Project | Summary | Research Area | RIG | Universities | rig_hfilter | partner_university_hfilter |
|---|---|---|---|---|---|---|
| PHYSICS: oPtimized HYbrid Space-time servIce Continuum in faaS | PHYSICS is a high technology European research project with total funding of about 5ML€ proceeding … | AI-ML, Cloud-DS | Europe, Israel | brno tel-aviv | ||
| Adaptive Learning of Programming | The mission of Adaptive Learning of Programming is to make learning more efficient and engaging by personalizing educational systems using artificial intelligence techniques. | AI-ML | Europe | Masaryk University | brno | masaryk-university |
| OpenInfra Labs | OpenInfra Labs is an OpenStack Foundation project connecting open source projects to production to advance … | AI-ML, Cloud-DS, Hardware and the OS, Security, Privacy, Cryptography, Testing and Ops | Boston University, Northeastern University, UMass Amherst | boston-university northeastern-university umass-amherst | ||
| Open Cloud Testbed | The Open Cloud Testbed project will build and support a testbed for research and experimentation into new cloud platforms – the underlying software which provides cloud services to applications. Testbeds such as OCT are critical for enabling research into new cloud technologies – research that requires experiments which potentially change … | AI-ML, Cloud-DS, Hardware and the OS, Security, Privacy, Cryptography, Testing and Ops | Greater New England | Boston University, Northeastern University, UMass Amherst | greater-boston | boston-university northeastern-university umass-amherst |
| Open CEP – An Advanced Open Source Complex Event Processing Engine | The aim of this project is to create a scalable open-source complex event processing (CEP) framework. | AI-ML | Israel | Technion | tel-aviv | technion |
| Ceph: Wire-Level Compression-Efficient Object Storage Daemon Communication for the Cloud | The project’s purpose is to reduce storage network traffic (object, block, etc.) for the following cases: between the failure domains in cost-sensitive environments such as public clouds, and between nodes in cases where the network bandwidth is the bottleneck of the node performance. | AI-ML | Israel | IDC Herzliya | tel-aviv | idc-herzliya |
| Code2Vec: Learning code representations | This project analyzed semantic similarities of learned code embeddings parsed from open source python libraries such as numpy, pandas and sklearn. Still in progress is another analysis that learns code embeddings in a supervised manner with the C++ codebase for performance measurement of program execution in CPU with performance counters … | AI-ML | Greater New England | Boston University | greater-boston | boston-university |
| Practical programming of FPGAs in the data center and on the edge | FPGAs are now essential components in the data center and on the edge with millions deployed. FPGAs are found in a wide variety of system elements and provide such critical functions as SDN, encryption/decryption, and compression. Yet for nearly all system providers, much less system users, programming these FPGAs is … | AI-ML, Cloud-DS, Hardware and the OS | Greater New England | Boston University | greater-boston | boston-university |